531 results on '"Robert F. Hess"'
Search Results
252. Suppression causes a complete breakdown in contrast constancy in amblyopes
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Alexandre Reynaud and Robert F. Hess
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Ophthalmology ,Nuclear magnetic resonance ,Chemistry ,media_common.quotation_subject ,Contrast (vision) ,Sensory Systems ,media_common - Published
- 2016
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253. Can perceptual learning alleviate the global motion direction discrimination deficit in amblyopia?
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Yi Gao, Robert F. Hess, and Alex S. Baldwin
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Ophthalmology ,Perceptual learning ,Motion direction ,Psychology ,Sensory Systems ,Cognitive psychology - Published
- 2016
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254. Short-term ocular dominance plasticity: no role for color?
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Kathy T. Mullen, Robert F. Hess, Jiawei Zhou, Yeon Jin Kim, and Alexandre Reynaud
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Ophthalmology ,Plasticity ,Biology ,Neuroscience ,Sensory Systems ,Ocular dominance ,Term (time) - Published
- 2016
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255. Neutral-Density Filters Are Not a Patch on Occlusion
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Jiawei Zhou and Robert F. Hess
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Physics ,Vision, Binocular ,Light ,business.industry ,Pattern recognition ,Amblyopia ,Contrast Sensitivity ,03 medical and health sciences ,0302 clinical medicine ,Text mining ,Occlusion ,030221 ophthalmology & optometry ,Humans ,Artificial intelligence ,Sensory Deprivation ,business ,Neutral density filter ,030217 neurology & neurosurgery - Published
- 2016
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256. Contour integration across depth
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Robert F. Hess and David J. Field
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Psychometrics ,Rotation ,Computer science ,Association field ,Contour integration ,Optics ,Vision, Monocular ,Humans ,Computer vision ,Visual Cortex ,Depth Perception ,Vision, Binocular ,Monocular ,business.industry ,Orientation (computer vision) ,Depth ,Space perception ,Methods of contour integration ,Field (geography) ,Sensory Systems ,Form Perception ,Ophthalmology ,Path (graph theory) ,Artificial intelligence ,business ,Binocular vision ,Mathematics - Abstract
In order to investigate the extent of the local connections subserving contour integration across depth, we measured performance for detecting the continuity of a path of Gabor elements distributed in depth and embedded in a three-dimensional field of random background elements. theresults show that performance cannot be explained in terms of monocular performance and that contour information is not limited to single disparity planes. Path detection does indeed involve the integration of information across different, very disparate depth planes. The rules which emerge are in general similar to that already described in the two-dimensional case in as far as orientation and disparity are important. Unlike the two-dimensional case, three-dimensional integration operates over relatively large three-dimensional distances.
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- 1995
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257. Dmax for stereopsis depends on size, not spatial frequency content
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Laurie M. Wilcox and Robert F. Hess
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Vision Disparity ,Non-linear ,Fixation, Ocular ,Contrast Sensitivity ,Optics ,Size ,Psychophysics ,Humans ,Stereopsis ,Dmax ,Size Perception ,Envelope (waves) ,Carrier signal ,Depth Perception ,business.industry ,Sensory Systems ,Stereoscopic acuity ,Ophthalmology ,Pattern Recognition, Visual ,Differential threshold ,Content (measure theory) ,Spatial frequency ,Psychology ,business - Abstract
Stereoacuity depends not only on the carrier frequency of Gabor stimuli, but also upon their size. To determine if this is also the case at large disparities, we have measured the upper limit for stereopsis, “Dmax”, and assessed its dependence on carrier frequency and overall envelope size. The results differ markedly from the stereoacuity data. Dmax for stereopsis is primarily dependent on the size of the envelope of the Gabor patch, and is relatively independent of its carrier frequency. These results support the proposition that stereopsis is achieved at large disparities by way of non-linear processing (envelope extraction).
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- 1995
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258. Deficient Binocular Combination of Second-Order Stimuli in Amblyopia
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Lixia Feng, Rong Liu, Jiawei Zhou, Yifeng Zhou, and Robert F. Hess
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medicine.medical_specialty ,genetic structures ,05 social sciences ,Sensory system ,Mean age ,Stimulus (physiology) ,Audiology ,eye diseases ,050105 experimental psychology ,Uncorrelated ,03 medical and health sciences ,0302 clinical medicine ,medicine ,0501 psychology and cognitive sciences ,Percept ,Psychology ,Strabismus ,Depth perception ,Binocular vision ,030217 neurology & neurosurgery - Abstract
PURPOSE Sensory imbalances in humans with amblyopia have been well documented using luminance-modulated (first-order) stimuli. However, little is known regarding whether there is a deficient binocular combination in amblyopes for stimuli defined by modulations in contrast (second-order stimuli). To address this, we asked two questions: Does a sensory imbalance also exist in the binocular combination of second-order stimuli, and if so, is it more severe than that expected on the basis of the imbalance for first-order stimuli? METHODS The sensory imbalances of 14 adult amblyopes (mean age: 30.5 ± 11.5 years; 5 with strabismus and 9 without) were measured using a dichoptic phase combination task. Three types of second-order dichoptic stimulus pairs were used in the study, where the carriers in the two eyes were either correlated, anticorrelated, or uncorrelated. Results were compared with those obtained using first-order stimuli in all observers. RESULTS We found that second-order binocular combination in amblyopes was not affected by the interocular carrier correlations. The amblyopic eye's contribution to the binocularly fused percept was much less than that of the nonamblyopic eye. The resulting sensory imbalance in binocular combination for second-order images was comparable to that for first-order images in 8 of the observers but was more severe in the other 6 amblyopes. CONCLUSIONS These results indicate that amblyopia does not disrupt the normal architecture of binocular combination for second-order signals; however, there is an additional deficit in binocular combination of second-order image in some amblyopes that cannot be fully accounted for by the known first-order sensory imbalance.
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- 2016
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259. A Robust and Reliable Test to Measure Stereopsis in the Clinic
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Simon Clavagnier, Krupali Radia, Jiawei Zhou, Brendan T. Barrett, Catherine Viner, Cindy X. Guo, Catherine Liu, Rifeng Ding, and Robert F. Hess
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Adult ,Male ,Visual acuity ,Population ,Visual Acuity ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Reference Values ,medicine ,Humans ,education ,Staircase method ,Aged ,Depth Perception ,Vision, Binocular ,education.field_of_study ,business.industry ,Vision Tests ,Aniseikonia ,Reproducibility of Results ,Middle Aged ,Stereo acuity ,Test (assessment) ,Stereopsis ,030221 ophthalmology & optometry ,Optometry ,Female ,medicine.symptom ,Depth perception ,business ,030217 neurology & neurosurgery - Abstract
PURPOSE The purpose of this study was to develop a convenient test of stereopsis in the clinic that is both robust and reliable and capable of providing a measure of variability necessary to make valid comparisons between measurements obtained at different occasions or under different conditions. METHODS Stereo acuity was measured based on principles derived from the laboratory measurement of stereopsis (i.e., staircase method). Potential premeasurement compensations are described if there is a significant degree of ocular misalignment, reduced visual acuity, or aniseikonia. Forty-six adults at McGill University, 44 adults at Auckland University, and 51 adults from the University of Bradford, with an age range of 20 to 65 years old and normal or corrected-to-normal vision participated in this study. RESULTS Stereo acuity within this normal population was widely distributed, with a significant percentage (28%) of the population with only coarse stereo (>300 arc seconds). Across subjects, the SD was approximately 25% of the mean. Measurements at two different times were strongly (r = 0.79) and significantly (P < 0.001) correlated, with little to no significant (P = 0.79) bias (0.01) between test and retest measures of stereopsis. CONCLUSIONS The application enables measurements over the wide disparity range and not just at the finest disparities. In addition, it allows changes in stereopsis of the order of 1.9 to be statistically distinguished.
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- 2016
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260. Temporal synchrony deficits in amblyopia
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Daming Deng, Minbin Yu, Jinrong Li, Robert F. Hess, and Pi-Chun Huang
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Adult ,Male ,medicine.medical_specialty ,Adolescent ,media_common.quotation_subject ,Motion Perception ,Biology ,Amblyopia ,Anisometropia ,Developmental abnormality ,Contrast Sensitivity ,Perceptual Disorders ,Young Adult ,Foveal ,Ophthalmology ,medicine ,Contrast (vision) ,Humans ,Strabismus ,Child ,media_common ,Visual Cortex ,Flicker ,Mean age ,medicine.disease ,Visual cortex ,medicine.anatomical_structure ,Space Perception ,Female - Abstract
Purpose Amblyopia is a developmental abnormality of visual cortex characterized by spatial processing deficits. Recently, it has been suggested that temporal processing also is affected. We investigated temporal sensitivity by measuring temporal synchrony sensitivity. Methods In Experiment 1, we used a contrast detection task to compare the detection of a flickering 3 Hz Gaussian blob to that of synchrony discrimination for a 180° phase shift. In Experiment 2, we measured synchrony thresholds directly by assessing the minimum degree of asynchrony that allowed subjects to discriminate which of 4 high-contrast Gaussian blobs was flickering asynchronously in time (synchrony thresholds). Three temporal frequencies (1, 2, and 3 Hz) and two element separations (1.25° and 5°) were compared. Results In Experiment 1, we found that the amblyopes (mean age 19.90 ± 8.59 years, range 11-48 years) exhibited a synchrony deficit only for the 1.25 degrees element separation in the amblyopic eye. In Experiment 2, we also found that the sensitivity for nonstrabismic (pure anismetropia) amblyopes (mean age 15.70 ± 4.00 years, range 12-23 years) was reduced for all three temporal frequencies, whereas for strabismic (strabismus and anisometropia) amblyopes (mean age 24.10 ± 10.03 years, range 11-48 years) it was reduced at 3 Hz only, possibly suggesting a different extent of impairment in temporal synchrony for different types of amblyopia. Conclusions Our results suggest that amblyopes have a foveal low-level temporal processing deficit that could explain the previously reported deficit for figure-ground discrimination.
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- 2012
261. New insights into amblyopia: binocular therapy and noninvasive brain stimulation
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Robert F. Hess and Benjamin Thompson
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Vision, Binocular ,genetic structures ,business.industry ,Infant ,Amblyopia ,Bandages ,Transcranial Magnetic Stimulation ,eye diseases ,Ophthalmology ,Visual cortex ,medicine.anatomical_structure ,Visual function ,Brain stimulation ,Child, Preschool ,Pediatrics, Perinatology and Child Health ,medicine ,Humans ,Sensory Deprivation ,business ,Child ,Monocular vision ,Binocular vision ,Neuroscience ,Balance (ability) - Abstract
The current approach to the treatment of amblyopia is problematic for a number of reasons. First, it promotes recovery of monocular vision but because it is not designed to promote binocularity, its binocular outcomes often are disappointing. Second, compliance is poor and variable. Third, the effectiveness of the treatment is thought to decrease with increasing age. We discuss 2 new approaches aimed at recovering visual function in adults with amblyopia. The first is a binocular approach to amblyopia treatment that is showing promise in initial clinical studies. The second is still in development and involves the use of well-established noninvasive brain stimulation techniques to temporarily alter the balance of excitation and inhibition in the visual cortex.
- Published
- 2012
262. Interaction of first- and second-order signals in the extraction of global-motion and optic-flow
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Craig Aaen-Stockdale, Paul V. McGraw, Robert F. Hess, and Timothy Ledgeway
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Second-order motion ,Motion Perception ,MT/V5 ,Luminance ,Signal ,050105 experimental psychology ,Motion (physics) ,Displacement (vector) ,Contrast Sensitivity ,Motion ,03 medical and health sciences ,0302 clinical medicine ,Optics ,Discrimination, Psychological ,Psychophysics ,Coherence (signal processing) ,Humans ,0501 psychology and cognitive sciences ,Visual Pathways ,Lighting ,Physics ,MST ,business.industry ,05 social sciences ,Rotation around a fixed axis ,Sensory Systems ,Ophthalmology ,Flow (mathematics) ,Sensory Thresholds ,business ,Biological system ,030217 neurology & neurosurgery ,Photic Stimulation - Abstract
The intention of this series of experiments was to determine the extent to which the pathways sensitive to first-order and second-order motion are independent of one another at, and above, the level of global motion integration. We used translational, radial and rotational motion stimuli containing luminance-modulated dots, contrast-modulated dots, or a mixture of both. Our results show that the two classes of motion stimuli interact perceptually in a global motion coherence task, and the extent of this interaction is governed by whether the two varieties of local motion signal produce an equivalent response in the pathways that encode each type of motion. This provides strong psychophysical evidence that global motion and optic flow processing are cue-invariant. The fidelity of the first-order motion signal was moderated by either reducing the luminance of the dots or by increasing the displacement of the dots on each positional update. The experiments were carried out with two different types of second-order elements (contrast-modulated dots and flicker-modulated dots) and the results were comparable, suggesting that these findings are generalisable to a variety of second-order stimuli. In addition, the interaction between the two different types of second-order stimuli was investigated and we found that the relative modulation depth was also crucial to whether the two populations interacted. We conclude that the relative output of local motion sensors sensitive to either first-order or second-order motion dictates their weight in subsequent cue-invariant global motion computations.
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- 2012
263. Orientation coherence sensitivity
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Jesse S. Husk, Robert F. Hess, and Pi-Chun Huang
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Noise (signal processing) ,Computer science ,Orientation (computer vision) ,Models, Neurological ,Motion Perception ,Motion (geometry) ,Coherence (statistics) ,Fixation, Ocular ,Signal ,Sensory Systems ,Task (project management) ,Contrast Sensitivity ,Form Perception ,Ophthalmology ,Narrowband ,Orientation ,Sensory Thresholds ,Space Perception ,Humans ,Sensitivity (control systems) ,Artifacts ,Algorithm ,Photic Stimulation - Abstract
We developed a global orientation coherence task for the assessment of global form processing along similar lines to the global motion coherence task. The task involved judgments of global orientation for an array of limited duration 1-D Gabors, some of which were signal (signal orientation) and some of which were noise (random orientation). We address two issues. First: Do motion and form global processing have similar dependencies? And second: Can global sensitivity be explained solely in terms of integrative function? While most dependencies (e.g., contrast, spatial scale, and field size) are similar for form and motion processing, there is a greater dependence on eccentricity for form processing. Sensitivity for global tasks involves more than just integration by filters broadly tuned for orientation. Results are best modeled by filters with narrowband orientation tuning that effectively segregate as well as integrate global information.
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- 2012
264. Amblyopic deficits in processing structure-from-motion
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Jesse S. Husk, Reza Farivar, and Robert F. Hess
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Dorsum ,Adult ,Male ,medicine.medical_specialty ,Motion Perception ,Audiology ,Amblyopia ,Anisometropia ,Contrast Sensitivity ,Young Adult ,Extrastriate cortex ,medicine ,Psychophysics ,Structure from motion ,Humans ,Visual Pathways ,Global structure ,Cerebral Cortex ,Depth Perception ,Esotropia ,Middle Aged ,Sensory Systems ,Form Perception ,Strabismus ,Ophthalmology ,medicine.anatomical_structure ,Exotropia ,Female ,Depth perception ,Psychology ,Photic Stimulation - Abstract
Amblyopic observers exhibit a range of low- and high-level cortical deficits, and there is strong evidence that the extrastriate cortex is selectively affected for signal/noise tasks but not for simple integration tasks. We tested amblyopic and control observers on a structure-from-motion (SFM) task involving signal integration to gauge whether extrastriate processing is compromised at a level where dorsal and ventral information is combined. SFM tasks require integration of local elements to perceive the global structure using motion-defined depth cues. Observers were monocularly presented with a 2-IFC shape discrimination task and asked to indicate whether two consecutive SFM stimuli represented the same or different depth-defined shapes. Amblyopic observers had higher depth thresholds than control observers, even after controlling for low-level differences in contrast thresholds across eyes and observers. Combined with the presence of the deficit in both the amblyopic and fellow-fixing eyes, this suggests a high-level locus for the SFM deficit.
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- 2012
265. Localization of element clusters by the human visual system
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Stephen R.G. Dakin, Robert F. Hess, and David Badcock
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Male ,Physics ,Psychometrics ,Orientation (computer vision) ,business.industry ,Centroid ,Random element ,Geometry ,Sensory Systems ,Contrast Sensitivity ,Ophthalmology ,Optics ,Pattern Recognition, Visual ,Sensory Thresholds ,Space Perception ,Psychophysics ,Cluster (physics) ,Humans ,Spatial frequency ,Cues ,Element (category theory) ,Constant (mathematics) ,business - Abstract
A spatial localization task was used to determine the accuracy of localization of random element clusters about their centroid. The random element clusters were generated within a circular region and the observers' task was to decide whether the cluster lay to the right or left of a reference line, defined by two vertically separated reference elements. Both the reference elements and the cluster elements themselves were comprised of spatially narrowband stimuli (gabor patches), and were presented at a constant suprathreshold level. The thresholds for localization of the element cluster were measured with varying element number, and for a number of different sizes of circular region and element. The relationship between localization threshold and element number was not monotonie. Thresholds were found to rise with increasing element number up to about six elements within a region, and to then fall with further increase in element number. Asymptotic thresholds at high element number were indistinguishable from those obtained for filled circles of the same size. The results do not conform to any one of a number of models based on a centroid analysis alone. By manipulating the spatial and orientational properties of the elements comprising the cluster to be localized it was determined that the more central mechanism underlying localization receive input from different spatial and orientation filters.
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- 1994
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266. Linear and non-linear filtering in stereopsis
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Robert F. Hess and Laurie M. Wilcox
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Depth Perception ,Monocular ,Spatial filter ,Computer science ,business.industry ,Visual Acuity ,Stereoscopy ,Filter (signal processing) ,Sensory Systems ,law.invention ,Contrast Sensitivity ,Stereoscopic acuity ,Ophthalmology ,Stereopsis ,Optics ,Pattern Recognition, Visual ,Vision, Monocular ,law ,Sensory Thresholds ,Humans ,Computer vision ,Artificial intelligence ,Spatial frequency ,business ,Linear filter - Abstract
To better understand the spatial filtering operations underlying stereopsis, and their relationship to those underlying monocular localization of the same stimuli, we examined the dependence of stereoacuity on carrier and envelope size of Gabor patches. For stimuli of broad spatial bandwidth, stereoacuity depends on the carrier spatial frequency whereas for stimuli of narrow bandwidth, stereoacuity depends on the modulation frequency. The dependence of stereoacuity on the separation of the reference elements differs for stimuli of broad and narrow spatial frequency bandwidths. These relationships suggests that stereopsis has access to two different types of information from the early filters which we term, linear and non-linear. This distinction is important not only for understanding the relationship between monocular and stereoscopic localization, but also for understanding the different filter operations underlying stereopsis.
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- 1994
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267. Pupillary function in human amblyopia
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Robert F. Hess, Huw D. Pinney, and John L. Barbur
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Adult ,medicine.medical_specialty ,Refractive error ,Time Factors ,Adolescent ,Light ,genetic structures ,Visual system ,Amblyopia ,Models, Biological ,Luminance ,Pupil ,Anisometropia ,Optics ,Ophthalmology ,medicine ,Pupillary response ,Humans ,Strabismus ,Aged ,Analysis of Variance ,business.industry ,Middle Aged ,medicine.disease ,eye diseases ,Sensory Systems ,Pattern Recognition, Visual ,Pupillary reflex ,sense organs ,Psychology ,business ,Optometry - Abstract
Quantitative measurements of pupillary function (response amplitude and latency) were made for normal eyes and for normal and fellow amblyopic eyes of groups of strabismic and anisometropic amblyopes. Stimuli consisted of luminance modulation of a large, evenly lit area (pupil light reflex) as well as contrast modulation of sinusoidal gratings (pupil grating response) of fixed, space-averaged luminance. Measurements were made of the direct and the consensual reflex under monocular stimulation. A comparison of the amplitude of the pupil light reflex as a function of luminance modulation showed no significant differences between normal and fellow amblyopic eyes for both the strabismic and anisometropic groups of amblyopes studied. A similar comparison of the associated response latencies showed significant difference between normal and fellow amblyopic eyes for both groups. In general, reductions in response amplitude and latency of the pupil grating response were found in individuals from each group when comparing the good and the affected eyes, although the observed group differences were only significant in the strabismic group. Interestingly, statistically significant reductions in both amplitude and latency for both the pupil light reflex and the pupil grating response were found between the eyes of normal observers and the so-called normal eyes of amblyopes in both groups studied. These results suggest that the type of pupillary deficit in amblyopia is a complicated one, depending not only on the type of amblyopia (strabismic or anisometropic) and the type of stimulus employed (light or pattern), but also on the parameter assessed (amplitude or latency) and whether the amblyopic result is referenced to its fellow normal eye or to the normal eye of a non-amblyopic observer. Since the pupil response to light flux changes is not mediated exclusively via the retinal projection to the midbrain and may also involve the activity of central visual pathways, the results obtained in this study cannot be used to provide definitive evidence for the site of abnormality in amblyopia.
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- 1994
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268. Properties of spatial channels underlying the detection of orientation-modulations
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Robert F. Hess and Alexandre Reynaud
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Physics ,Adult ,Orientation (computer vision) ,business.industry ,General Neuroscience ,Contrast Sensitivity ,Optics ,Discrimination, Psychological ,Orientation ,Space Perception ,Modulation (music) ,Visual Perception ,Humans ,Oblique effect ,Spatial frequency ,Striate cortex ,business ,Photic Stimulation ,Envelope (waves) - Abstract
Orientation-modulated stimuli are thought to be processed via a two-stage process, the first stage involving the detection of the carrier by mechanisms in striate cortex and the second stage involving the detection of the modulation by way of integration of carrier-based information by mechanisms in extra-striate cortex. Much is known about the spatial properties of the channels underlying carrier detection but less is known about the properties of the channels involved in modulation detection. Using a discrimination at detection paradigm, we show that the mechanisms underlying modulation detection are tuned for envelope spatial frequency and orientation. The tuning of these channels is not substantially different from that previously described for carrier mechanisms, namely 1–2 octaves for spatial frequency and 30° for orientation. For orientation, these stimuli exhibit an oblique effect that is dependent on absolute carrier orientation, suggesting facilitative interactions between first- and second-stage processes.
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- 2011
269. On the effectiveness of noise masks: naturalistic vs. un-naturalistic image statistics
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Bruce C. Hansen and Robert F. Hess
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Masking (art) ,Adult ,Male ,Logarithm ,Computer science ,Context (language use) ,050105 experimental psychology ,Power spectrum ,Contrast Sensitivity ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Narrowband ,Statistics ,Psychophysics ,Humans ,0501 psychology and cognitive sciences ,Contrast gain control ,Analysis of Variance ,Orientation (computer vision) ,05 social sciences ,Spatial masking ,Ranging ,Fractal noise ,Sensory Systems ,Ophthalmology ,Noise ,Sensory Thresholds ,Human visual system model ,Visual Perception ,Female ,Perceptual Masking ,030217 neurology & neurosurgery ,Photic Stimulation ,Natural scenes - Abstract
It has been argued that the human visual system is optimized for identification of broadband objects embedded in stimuli possessing orientation averaged power spectra fall-offs that obey the 1/ f β relationship typically observed in natural scene imagery (i.e., β = 2.0 on logarithmic axes). Here, we were interested in whether individual spatial channels leading to recognition are functionally optimized for narrowband targets when masked by noise possessing naturalistic image statistics ( β = 2.0). The current study therefore explores the impact of variable β noise masks on the identification of narrowband target stimuli ranging in spatial complexity, while simultaneously controlling for physical or perceived differences between the masks. The results show that β = 2.0 noise masks produce the largest identification thresholds regardless of target complexity, and thus do not seem to yield functionally optimized channel processing. The differential masking effects are discussed in the context of contrast gain control.
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- 2011
270. Orientation gradient detection exhibits variable coupling between first- and second-stage filtering mechanisms
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Andrew Isaac Meso and Robert F. Hess
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Optics and Photonics ,Fast Fourier transform ,Normal Distribution ,Stimulus (physiology) ,Retina ,Optics ,Band-pass filter ,Psychophysics ,Humans ,Vision, Ocular ,Physics ,Cerebral Cortex ,Brain Mapping ,Models, Statistical ,business.industry ,Computers ,Reproducibility of Results ,Scale invariance ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Pattern Recognition, Visual ,Modulation ,Sensory Thresholds ,Space Perception ,Computer Vision and Pattern Recognition ,Spatial frequency ,business ,Linear filter ,Algorithms - Abstract
We investigated sensitivity to orientation modulation using visual stimuli with bandpass filtered noise carriers. We characterized the relationship between the spatial parameters of the modulator and the carrier using a 2-AFC detection task. The relationship between these two parameters is potentially informative of the underlying coupling between first- and second-stage filtering mechanisms, which, in turn, may bear on the interrelationship between striate and extrastriate cortical processing. Our previous experiments on analogous motion stimuli found an optimum sensitivity when the ratio of the carrier and modulator spatial frequency parameters (r) was approximately ten. The current results do not exhibit an optimum sensitivity at a given value of the ratio r. Previous experiments involving second-order modulation sensitivity show an inconsistent range of estimates of optimum sensitivity at values of r between 5 and 50. Our results, using a complementary approach, confirm these discrepancies, demonstrating that the coupling between carrier and modulator frequency parameters depends on a number of stimulus-specific factors, such as contrast sensitivity, stimulus eccentricity, and absolute values of the carrier and modulator spatial frequency parameters. We show that these observations are true for a stimulus limited in eccentricity and that this orientation-modulated stimulus does not exhibit scale invariance. Such processing can not be modeled by a generic filter–rectify–filter model.
- Published
- 2011
271. Long timescale fMRI neuronal adaptation effects in human amblyopic cortex
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Liam Maguire, Xingfeng Li, Damien Coyle, TM McGinnity, and Robert F. Hess
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Adult ,Time Factors ,Anatomy and Physiology ,genetic structures ,Photic Stimulation ,Visual System ,Science ,Adaptation (eye) ,Neuroimaging ,Biology ,Amblyopia ,050105 experimental psychology ,Retina ,03 medical and health sciences ,0302 clinical medicine ,Cortex (anatomy) ,Neuroplasticity ,medicine ,Humans ,0501 psychology and cognitive sciences ,Visual Cortex ,Computational Neuroscience ,Multidisciplinary ,medicine.diagnostic_test ,Adaptation, Ocular ,05 social sciences ,fMRI ,Computational Biology ,Magnetic Resonance Imaging ,Sensory Systems ,medicine.anatomical_structure ,Visual cortex ,Neurology ,Medicine ,Spatial frequency ,Functional magnetic resonance imaging ,Neuroscience ,030217 neurology & neurosurgery ,Retinal Neurons ,Research Article - Abstract
An investigation of long timescale (5 minutes) fMRI neuronal adaptation effects, based on retinotopic mapping and spatial frequency stimuli, is presented in this paper. A hierarchical linear model was developed to quantify the adaptation effects in the visual cortex. The analysis of data involved studying the retinotopic mapping and spatial frequency adaptation effects in the amblyopic cortex. Our results suggest that, firstly, there are many cortical regions, including V1, where neuronal adaptation effects are reduced in the cortex in response to amblyopic eye stimulation. Secondly, our results show the regional contribution is different, and it seems to start from V1 and spread to the extracortex regions. Thirdly, our results show that there is greater adaptation to broadband retinotopic mapping as opposed to narrowband spatial frequency stimulation of the amblyopic eye, and we find significant correlation between fMRI response and the magnitude of the adaptation effect, suggesting that the reduced adaptation may be a consequence of the reduced response to different stimuli reported for amblyopic eyes.
- Published
- 2011
272. Global shape processing involves a hierarchy of integration stages
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Robert F. Hess, Jason Bell, Frederick A. A. Kingdom, and Elena Gheorghiu
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Computer science ,Polarity (physics) ,Image processing ,Luminance ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,Discrimination, Psychological ,Contour ,Position (vector) ,Orientation ,Humans ,0501 psychology and cognitive sciences ,Adaptation ,Communication ,Signal processing ,Angular frequency ,Curvature ,business.industry ,Orientation (computer vision) ,Adaptation, Ocular ,05 social sciences ,Shape ,Pattern recognition ,Sensory Systems ,Form Perception ,Ophthalmology ,Amplitude ,Sensory Thresholds ,Space Perception ,Artificial intelligence ,business ,Perceptual Masking ,030217 neurology & neurosurgery - Abstract
Radial Frequency (RF) patterns can be used to study the processing of familiar shapes, e.g. triangles and squares. Opinion is divided over whether the mechanisms that detect these shapes integrate local orientation and position information directly, or whether local orientations and positions are first combined to represent extended features, such as curves, and that it is local curvatures that the shape mechanism integrates. The latter view incorporates an intermediate processing stage, the former does not. To differentiate between these hypotheses we studied the processing of micro-patch sampled RF patterns as a function of the luminance polarity of successive elements on the contour path. Our first study measures shape after effects involving suprathreshold amplitude RF shapes and shows that alternating the luminance polarity of successive micro-patch elements disrupts adaptation of the global shape. Our second study shows that polarity alternations also disrupt sensitivity to threshold-amplitude RF patterns. These results suggest that neighbouring points of the contour shape are integrated into extended features by a polarity selective mechanism, prior to global shape processing, consistent with the view that for both threshold amplitude and suprathreshold amplitude patterns, global processing of RF shapes involves an intermediate stage of processing.
- Published
- 2011
273. A new binocular approach to the treatment of amblyopia in adults well beyond the critical period of visual development
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Behzad Mansouri, Robert F. Hess, and Benjamin Thompson
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Adult ,Visual perception ,genetic structures ,Stereoscopy ,Amblyopia ,Binocular function ,law.invention ,Developmental Neuroscience ,law ,Humans ,Strabismus ,Communication ,Vision, Binocular ,Monocular ,VISUAL TRAINING ,business.industry ,Middle Aged ,eye diseases ,Stereopsis ,Treatment Outcome ,Neurology ,Visual Perception ,Optometry ,sense organs ,Neurology (clinical) ,Psychology ,business ,Binocular vision ,Photic Stimulation - Abstract
Background: The present treatments for amblyopia are predominately monocular aiming to improve the vision in the amblyopic eye through either patching of the fellow fixing eye or visual training of the amblyopic eye. This approach is problematic, not least of which because it rarely results in establishment of binocular function. Recently it has shown that amblyopes possess binocular cortical mechanisms for both threshold and suprathreshold stimuli. Objectives: We have outline a novel procedure for measuring the extent to which the fixing eye suppresses the fellow amblyopic eye, rendering what is a structurally binocular system, functionally monocular. Results: Here we show that prolonged periods of viewing (under the artificial conditions of stimuli of different contrast in each eye) during which information from the two eyes iscombined leads to astrengthening ofbinocular vision in strabismic amblyopes and eventual combination of binocular information under natural viewing conditions (stimuli of the same contrast in each eye). Concomitant improvement in monocular acuity of the amblyopic eye occurs with this reduction in suppression and strengthening of binocular fusion. Furthermore, in a majority of patients tested, stereoscopic function is established. Conclusions: This provides the basis for a new treatment of amblyopia, one that is purely binocular and aimed at reducing suppression as a first step.
- Published
- 2011
274. List of Contributors
- Author
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Albert Alm, David C Beebe, Carlos Belmonte, David M Berson, Sai H S Boddu, Jamie D Boyd, Vivien Casagrande, Yuzo M Chino, Darlene A Dartt, Chanukya R Dasari, Daniel G Dawson, Henry F Edelhauser, Erika D Eggers, Ione Fine, Laura J Frishman, B’Ann True Gabelt, Juana Gallar, Adrian Glasser, Jeffrey L Goldberg, Gregory J Griepentrog, Alecia K Gross, Ronald S Harwerth, Horst Helbig, Robert F Hess, Jennifer Ichida, Chris A Johnson, Randy Kardon, Pradeep K Karla, Paul L Kaufman, SM Koch, Ron Krueger, James A Kuchenbecker, Trevor D Lamb, Dennis M Levi, Lindsay B Lewis, Mark J Lucarelli, Peter D Lukasiewicz, Henrik Lund-Anderson, Peter R MacLeish, Clint L Makino, Katherine Mancuso, Robert E Marc, Roan Marion, Joanne A Matsubara, Allison M McKendrick, Linda McLoon, David Miller, Ashim K Mitra, Jay Neitz, Maureen Neitz, Anthony M Norcia, Lance M Optican, Carole Poitry-Yamate, Constantin J Pournaras, Christian Quaia, Charles E Riva, Birgit Sander, Clifton M Schor, Paulo Schor, Ricardo N Sepulveda, Olaf Strauss, Timo T Tervo, John L Ubels, EM Ullian, Michael Wall, Minhua H Wang, Theodore G Wensel, Kwoon Y Wong, and Samuel M Wu
- Published
- 2011
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275. Contour integration by the human visual system: Evidence for a local 'association field'
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Robert F. Hess, David J. Field, and Anthony Hayes
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Male ,Communication ,Rotation ,business.industry ,Computer science ,Information processing ,Pattern recognition ,Models, Theoretical ,Methods of contour integration ,Sensory Systems ,Form Perception ,Ophthalmology ,Fractal ,Pattern Recognition, Visual ,Human visual system model ,Psychophysics ,Humans ,Gestalt psychology ,Spatial frequency ,Artificial intelligence ,business ,Spatial analysis - Abstract
The Gestalt law of “good continuation” has been used to describe a variety of phenomena demonstrating the importance of continuity in human perception. In this study, we consider how continuity may be represented by a visual system that filters spatial data using arrays of cells selective for orientation and spatial frequency. Many structures (e.g. fractal contours) show a form of redundancy which is well represented by the continuity of features as they vary across space and frequency. We suggest that it is possible to take advantage of the redundancy in continuous, but non-aligned features by associating the outputs of filters with similar tuning. Five experiments were performed, to determine the rules that govern the perception of continuity. Observers were presented with arrays of oriented, band-pass elements (Gabor patches) in which a subset of the elements was aligned along a “jagged” path. Using a forced-choice procedure, observers were found to be capable of identifying the path within a field of randomly-oriented elements even when the spacing between the elements was considerably larger than the size of any of the individual elements. Furthermore, when the elements were oriented at angles up to ± 60 deg relative to one another, the path was reliably identified. Alignment of the elements along the path was found to play a large role in the ability to detect the path. Small variations in the alignment or aligning the elements orthogonally (i.e. “side-to-side” as opposed to “end-to-end”) significantly reduced the observer's ability to detect the presence of a path. The results are discussed in terms of an “association field” which integrates information across neighboring filters tuned to similar orientations. We suggest that some of the processes involved in texture segregation may have a similar explanation.
- Published
- 1993
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276. Author reply
- Author
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Robert F. Hess, Lily Y.L. Chan, Benjamin Thompson, Minbin Yu, and Jinrong Li
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Ophthalmology ,business.industry ,Medicine ,Optometry ,Sensory deprivation ,business ,Binocular vision - Published
- 2014
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277. Impaired spatial and binocular summation for motion direction discrimination in strabismic amblyopia
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Alby Richard, Craig Aaen-Stockdale, Jan Churan, Robert F. Hess, Benjamin Thompson, and Christopher C. Pack
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Adult ,Male ,medicine.medical_specialty ,Binocular summation ,genetic structures ,Motion Perception ,Audiology ,Stimulus (physiology) ,Summation ,Amblyopia ,050105 experimental psychology ,Visual processing ,Contrast Sensitivity ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Optics ,Discrimination, Psychological ,Vision, Monocular ,Motion direction ,medicine ,Humans ,0501 psychology and cognitive sciences ,Motion perception ,Direction discrimination ,Strabismus ,Size Perception ,Analysis of Variance ,Vision, Binocular ,Monocular ,business.industry ,05 social sciences ,Spatial summation ,Middle Aged ,Sensory Systems ,eye diseases ,Ophthalmology ,030221 ophthalmology & optometry ,Female ,sense organs ,business ,Psychology - Abstract
Amblyopia is characterised by visual deficits in both spatial vision and motion perception. While the spatial deficits are thought to result from deficient processing at both low and higher level stages of visual processing, the deficits in motion perception appear to result primarily from deficits involving higher level processing. Specifically, it has been argued that the motion deficit in amblyopia occurs when local motion information is pooled spatially and that this process is abnormally susceptible to the presence of noise elements in the stimulus. Here we investigated motion direction discrimination for abruptly presented two-frame Gabor stimuli in a group of five strabismic amblyopes and five control observers. Motion direction discrimination for this stimulus is inherently noisy and relies on the signal/noise processing of motion detectors. We varied viewing condition (monocular vs. binocular), stimulus size (5.3–18.5°) and stimulus contrast (high vs. low) in order to assess the effects of binocular summation, spatial summation and contrast on task performance. No differences were found for the high contrast stimuli; however the low contrast stimuli revealed differences between the control and amblyopic groups and between fellow fixing and amblyopic eyes. Control participants exhibited pronounced binocular summation for this task (on average a factor of 3.7), whereas amblyopes showed no such effect. In addition, the spatial summation that occurred for control eyes and the fellow eye of amblyopes was significantly attenuated for the amblyopic eyes relative to fellow eyes. Our results support the hypothesis that pooling of local motion information from amblyopic eyes is abnormal and highly sensitive to noise.
- Published
- 2010
278. A nonlinear identification method to study effective connectivity in functional MRI
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Robert F. Hess, Xingfeng Li, Habib Benali, Guillaume Marrelec, Laboratoire d'Imagerie Biomédicale (LIB), and Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
[SDV.IB.IMA]Life Sciences [q-bio]/Bioengineering/Imaging ,Health Informatics ,Machine learning ,computer.software_genre ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,Image Interpretation, Computer-Assisted ,Neural Pathways ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,ComputingMilieux_MISCELLANEOUS ,Visual Cortex ,Statistical hypothesis testing ,Mathematics ,Nonlinear autoregressive exogenous model ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,Nonlinear system identification ,business.industry ,05 social sciences ,Pattern recognition ,Magnetic Resonance Imaging ,Computer Graphics and Computer-Aided Design ,Identification (information) ,Nonlinear system ,Visual cortex ,medicine.anatomical_structure ,Nonlinear Dynamics ,Visual Perception ,Evoked Potentials, Visual ,A priori and a posteriori ,Computer Vision and Pattern Recognition ,Artificial intelligence ,Functional magnetic resonance imaging ,business ,computer ,Algorithms ,030217 neurology & neurosurgery - Abstract
In this paper we propose a novel approach for characterizing effective connectivity in functional magnetic resonance imaging (fMRI) data. Unlike most other methods, our approach is nonlinear and does not rely on a priori specification of a model that contains structural information of neuronal populations. Instead, it relies on a nonlinear autoregressive exogenous model and nonlinear system identification theory; the model’s nonlinear connectivities are determined using a least squares method. A statistical test was developed to quantify the significance of the influence that regions exert on one another. We compared this approach with a linear method and applied it to the human visual cortex network. Results show that this method can be used to model nonlinear interaction between different regions for fMRI data.
- Published
- 2010
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279. Amblyopia
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Nigel Daw and Robert F Hess
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business.industry ,Medicine ,business - Published
- 2010
- Full Text
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280. Decreased Gray Matter Concentration in the Lateral Geniculate Nuclei in Human Amblyopes
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Benjamin Thompson, Krishna D. Singh, Xingfeng Li, Gareth R. Barnes, Robert F. Hess, and Serge O. Dumoulin
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Adult ,Male ,genetic structures ,Biology ,Amblyopia ,computer.software_genre ,Lateral geniculate nucleus ,Brain mapping ,Young Adult ,Voxel ,Geniculate ,medicine ,Humans ,Aged ,Visual Cortex ,Brain Mapping ,Vision, Binocular ,medicine.diagnostic_test ,Geniculate Bodies ,Anatomy ,Voxel-based morphometry ,Middle Aged ,Magnetic Resonance Imaging ,eye diseases ,Strabismus ,Visual cortex ,medicine.anatomical_structure ,RC0321 ,Female ,Functional magnetic resonance imaging ,computer ,Binocular vision - Abstract
Purpose. In a group of humans with strabismic amblyopia, the relationship was examined between the structure and function of different brain regions. Three question were addressed: (1) Is the lateral geniculate nucleus (LGN) in humans with amblyopia structurally as well as functionally abnormal? (2) Do structural anomalies in the visual cortex correlate with the previously reported cortical functional losses? (3) Is there a link between the functional anomalies in the visual cortex and any structural anomalies in the geniculate? \ud \ud Methods. The structure was compared by using voxel-based morphometry (VBM) and the function by functional magnetic resonance imaging (fMRI). \ud \ud Results. The results showed that the geniculate is structurally abnormal in humans with strabismic amblyopia. \ud \ud Conclusions. These findings add further weight to the role of the LGN in the cortical deficits exhibited in human strabismic amblyopes.
- Published
- 2010
281. Binocular integration of contrast information in amblyopia
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R.A. Harrad and Robert F. Hess
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Adult ,Male ,medicine.medical_specialty ,Visual acuity ,Adolescent ,genetic structures ,Visual Acuity ,Perceptual Masking ,Stimulus (physiology) ,Audiology ,Amblyopia ,Contrast Sensitivity ,Vision disorder ,Optics ,Sensory threshold ,medicine ,Humans ,Depth Perception ,Monocular ,business.industry ,eye diseases ,Sensory Systems ,Strabismus ,Ophthalmology ,Sensory Thresholds ,Female ,Binocular interaction ,Visual Fields ,medicine.symptom ,Psychology ,business ,Binocular vision - Abstract
We asked whether suppression in amblyopia could be accounted for by dichoptic masking as described in normals, operating in the presence of a contrast threshold difference between the two eyes. A dichoptic masking paradigm was employed to investigate binocular interaction in a mixed group of amblyopic subjects. Normal dichoptic masking was not seen after threshold differences between the two eyes were accounted for in the majority of subjects studied. We found that the binocular dysfunction did not merely follow as a consequence of the known monocular loss and that it depended upon the aetiology of the amblyopia and the spatial frequency of the stimulus.
- Published
- 1992
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282. The spatial localization deficit in amblyopia
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Robert F. Hess and Ian E. Holliday
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business.industry ,media_common.quotation_subject ,Amblyopia ,medicine.disease ,Sensory Systems ,Anisometropia ,Contrast Sensitivity ,Strabismus ,Ophthalmology ,Optics ,Sensory Thresholds ,Space Perception ,Distortion ,Psychophysics ,medicine ,Humans ,Contrast (vision) ,Spatial localization ,Visual angle ,business ,Psychology ,Neuroscience ,media_common - Abstract
There have now been numerous reports of a spatial localization deficit in amblyopia but none so far have tackled (1) the relationship between the contrast sensitivity and spatial localization deficits and (2) whether the spatial localization deficit is best described in units of visual angle or in terms of the underlying filter size. These issues are germane because they lie at the very heart of our understanding of the underlying deficit in amblyopia. To answer these questions we use spatially bandpass stimuli so that we can readily compare detection and localization for the same stimuli at each of a number of spatial scales. For some amblyopes (all strabismics and a minority of anisometropes) the contrast sensitivity defect neither underlies nor covaries with the spatial localization deficit. In the majority of anisometropic amblyopes, the contrast sensitivity loss is a complete description. The spatial localization deficit in amblyopia is of two independent kinds; positional inaccuracy and positional distortion. The positional inaccuracy deficit which can occur in varying degrees in both strabismic and anisometropic amblyopia, affects all spatial scales equally and therefore is best thought of in terms of a constant fraction of the underlying filter size in the space-frequency plane. The positional distortion deficit which can also occur to varying degrees in both strabismic and anisometropic forms can not be easily understood within this metric at least for strabismics.
- Published
- 1992
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283. The coding of spatial position by the human visual system: Effects of spatial scale and contrast
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Robert F. Hess and Ian E. Holliday
- Subjects
Computer science ,Orientation (computer vision) ,business.industry ,media_common.quotation_subject ,Models, Neurological ,Pattern recognition ,Luminance ,Sensory Systems ,Multiplicative noise ,Contrast Sensitivity ,Ophthalmology ,Optics ,Sensory Thresholds ,Space Perception ,Human visual system model ,Psychophysics ,Spatial ecology ,Humans ,Contrast (vision) ,Artificial intelligence ,Spatial frequency ,business ,media_common - Abstract
In this study we investigate the nature of the computations that underlie the encoding of spatial position by the human visual system. Specifically, we explore the relationship between alignment accuracy and spatial scale on the one hand, and between alignment accuracy and contrast on the other. We do this for stimuli where local luminance, local contrast, and orientation cues do not underlie performance. The results suggest that spatial localisation is independent of spatial scale and weakly dependent on contrast. We present subsequent models based on the properties of some classes of visual cortical neurones, namely multiplicative noise and contrast energy detection of complex cells, which describe the form of these relationships.
- Published
- 1992
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284. Disrupted retinotopic maps in amblyopia
- Author
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Robert F. Hess, Bruce C. Hansen, and Behzad Mansouri
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Adult ,Visual acuity ,genetic structures ,Eye disease ,media_common.quotation_subject ,Vision Disorders ,Visual Acuity ,Amblyopia ,Retina ,Anisometropia ,Vision disorder ,Young Adult ,Bias ,Perception ,medicine ,Humans ,Strabismus ,media_common ,Aged ,Brain Mapping ,Perceptual Distortion ,Middle Aged ,medicine.disease ,eye diseases ,Visual field ,medicine.anatomical_structure ,Space Perception ,Optometry ,medicine.symptom ,Visual Fields ,Psychology ,Coding (social sciences) - Abstract
PURPOSE The amblyopic visual system exhibits both positional inaccuracy (uncertainty) and systematic biases (distortion). The fidelity of the retinotopic representation of the visual field driven by the amblyopic eye was studied for each of these aspects of position coding by using a dichoptic position-matching task. METHOD Fifteen patients with amblyopia and five normal subjects were tested. The stimuli were luminance-defined Gaussian blobs that were presented within a circle of 15 degrees diameter. Each Gaussian blob was seen only by the amblyopic eye. Moving a mouse marker seen only by the fellow fixing eye (perceptual matching measure), each subject had to localize the position of previously presented targets. RESULTS The results confirm previous findings that there is significant distortion in the maps of the central visual field in amblyopic subjects. However, the uncertainty measure did not correlate with the measured distortion in amblyopic maps nor with the visual acuity. Also, regional analysis of the data showed that the distortion occurred heterogeneously in different parts of the visual field and had no relationship to the associated strabismus. CONCLUSIONS The underlying explanations for these three visual deficits-inaccuracy, distortion, and acuity loss-may be different.
- Published
- 2009
285. The contrast dependence of the cortical fMRI deficit in amblyopia; a selective loss at higher contrasts
- Author
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Guangming Lu, Benjamin Thompson, Robert F. Hess, Xingfeng Li, and Bruce C. Hansen
- Subjects
Adult ,Male ,Adolescent ,genetic structures ,Models, Neurological ,Stimulus (physiology) ,Amblyopia ,Contrast Sensitivity ,Perceptual Disorders ,Young Adult ,Image Processing, Computer-Assisted ,Psychophysics ,Reaction Time ,Humans ,Computer Simulation ,Radiology, Nuclear Medicine and imaging ,Research Articles ,Bold response ,Cerebral Cortex ,Brain Mapping ,Communication ,High contrast ,Radiological and Ultrasound Technology ,business.industry ,Contrast (statistics) ,Magnetic Resonance Imaging ,Dominance, Ocular ,Oxygen ,Neurology ,Cortical response ,Female ,Contrast gain ,Neurology (clinical) ,Spatial frequency ,Anatomy ,business ,Psychology ,Neuroscience ,Photic Stimulation - Abstract
Although there is general agreement that the fMRI cortical response is reduced in humans with amblyopia, the deficit is subtle and has little correlation with threshold‐based psychophysics. From a purely contrast sensitivity perspective, one would expect fMRI responses to be selectively reduced for stimuli of low contrasts. However, to date, all fMRI stimuli used in studies of amblyopia have been of high contrast. Furthermore, if the deficit is selective for low contrasts, one would expect it to reflect a selective M‐cell loss, because M‐cells have much higher contrast gain than P‐cells and make a larger contribution to the threshold detection of stimuli of low spatial and medium temporal frequencies. To test these two predictions, we compared % BOLD response between the eyes of normals and amblyopes for low‐ and high‐contrast stimuli using a phase‐encoded design. The results suggest that the fMRI deficit in amblyopia depends upon stimulus contrast and that it is greater at high contrasts. This is consistent with a selective P‐cell contrast deficit at a precortical or early cortical site. Hum Brain Mapp, 2010. © 2010 Wiley‐Liss, Inc.
- Published
- 2009
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286. Human peripheral spatial resolution for achromatic and chromatic stimuli: limits imposed by optical and retinal factors
- Author
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Robert F. Hess, Stephen J. Anderson, and Kathy T. Mullen
- Subjects
Light ,genetic structures ,Physiology ,Color vision ,Visual Acuity ,Retinal ganglion ,Retina ,law.invention ,Contrast Sensitivity ,Optics ,law ,medicine ,Humans ,Chromatic scale ,Physics ,Communication ,business.industry ,Visual field ,medicine.anatomical_structure ,Meridian (perimetry, visual field) ,Achromatic lens ,Peripheral vision ,Visual Field Tests ,Human eye ,Visual Fields ,business ,Color Perception ,Photic Stimulation ,Research Article - Abstract
1. The aim of this study was to determine whether optical, receptoral or higher-order neural properties limit spatial resolution (acuity) in human vision, especially in the peripheral regions of the visual field. 2. Both achromatic and chromatic stimuli were used, and measures were taken to ensure that the resolution estimates were not contaminated by the detection of spatial sampling artifacts. Spatial contrast sensitivity functions were measured at retinal locations from 0 to 55 deg along the naso-temporal meridian for: (i) discriminating the direction of drift of luminance-modulated (black-white) sinusoidal stimuli drifting at 8 Hz (achromatic task); and (ii) for detecting isoluminant red-green sinusoidal stimuli drifting at 0.4 Hz (chromatic task). Achromatic contrast sensitivity functions were also measured along the vertical meridian for eccentricities of 8 and 40 deg. Each achromatic function was extrapolated to a contrast sensitivity of one (100% contrast) to estimate achromatic acuity. Chromatic acuities were obtained by expressing chromatic contrast in terms of cone contrasts and using the same method of extrapolation. We compared the results with recent data on human optical properties and retinal anatomy. 3. Both achromatic and chromatic acuity decline with distance from the fovea, but at a faster rate than that dictated by the known optical and/or receptoral properties of the human eye. We conclude that, for stimuli of either achromatic or chromatic contrast, peripheral spatial resolution is limited by post-receptoral mechanisms. Also, chromatic acuity declines more steeply than luminance acuity with eccentricity suggesting that there are additional post-receptoral limitations on colour resolution in the periphery. 4. A clear naso-temporal asymmetry is seen in the resolution whose dependence is qualitatively, but not quantitatively, similar to the Nyquist limits imposed by the asymmetric density of human retinal ganglion cells. We discuss the possibility that in peripheral vision (beyond the optic nerve head) the spacing of ganglion cells may pose a fundamental limit on the resolution of achromatic stimuli, but not chromatic stimuli.
- Published
- 1991
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287. Residual motion perception in a 'motion-blind' patient, assessed with limited-lifetime random dot stimuli
- Author
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Robert F. Hess, Josef Zihl, and Curtis L. Baker
- Subjects
medicine.medical_specialty ,Communication ,Time Factors ,Visual perception ,business.industry ,General Neuroscience ,Motion Perception ,Articles ,Stimulus (physiology) ,Audiology ,medicine.disease ,Residual ,Cortical processing ,Perceptual Disorders ,Random Allocation ,Akinetopsia ,medicine ,Humans ,Visual motion perception ,Motion perception ,Psychology ,business ,Photic Stimulation ,Stationary noise - Abstract
A neurological patient (L.M.) suffering a specific loss of visual motion perception (Zihl et al., 1983) due to extrastriate cortical damage was studied using random dot “limited-lifetime” stimuli with a direction discrimination task. With a stimulus like that of Newsome and Pare (1988), the patient exhibited a severe deficit for motion perception, only being able to perform well for very high values of coherence. Different versions of the stimulus were employed to separate out the effects of limited lifetime versus the effects of additive noise as coherence was lowered. When all “signal” dots had a fixed, specified value of lifetime, and varying percentages of “noise” dots were added, the patient showed a profound deficit. In contrast, a stimulus consisting of no noise dots at all, and signal dots having fixed values of lifetime, revealed relatively good performance for surprisingly brief dot lifetimes. Thus, it is the presence of noisy, incoherent dot motion, rather than brief lifetimes, that causes such poor performance on the stimulus of Newsome and Pare (1988). Most surprising was the finding that the presence of even very small percentages of stationary noise dots was sufficient to disrupt totally direction discrimination of moving signal dots. The findings reported here suggest that one major role of extrastriate cortical processing might be the interpretation of stimuli that suffer from an impaired signal-to-noise ratio; the most commonly encountered form of “noise” would presumably be contamination by irrelevant directional spatio- temporal frequency components.
- Published
- 1991
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288. A critical band of phase alignment for discrimination but not recognition of human faces
- Author
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Reza Farivar, Benjamin Thompson, Bruce C. Hansen, and Robert F. Hess
- Subjects
Adult ,Phase (waves) ,Face frequency ,Fourier filtering ,Facial recognition system ,050105 experimental psychology ,03 medical and health sciences ,Critical band ,Young Adult ,0302 clinical medicine ,Discrimination, Psychological ,Face discrimination ,Octave ,Psychophysics ,Computer Graphics ,Reaction Time ,Humans ,0501 psychology and cognitive sciences ,Face recognition ,10. No inequality ,Communication ,Perceptual Distortion ,business.industry ,05 social sciences ,Pattern recognition ,Recognition, Psychology ,Sensory Systems ,Form Perception ,Ophthalmology ,Critical frequency ,Face (geometry) ,Face ,Spatial frequency ,Artificial intelligence ,Psychology ,business ,030217 neurology & neurosurgery ,Spatial phase alignment - Abstract
We investigated the processes underlying the discrimination and recognition of human faces as a function of spatial phase alignment to assess whether face processing can be understood in terms of the amplitude spectrum alone. Specifically, we varied the amount of aligned Fourier phase in different regions of the face frequency spectrum and argue that the properties of the underlying neural processes are best understood in terms of the number of phase alignments as opposed to octave bandwidths. Additionally, we observed performance differences for face discrimination tasks compared to face recognition tasks. For face recognition, our results show that a narrower range of phase alignment is needed for face frequencies near 9cpf when compared to 3 and 27cpf, thereby supporting the notion of a critical frequency for face recognition. However, for face discrimination where participants were required to discriminate between an average face and different unique faces along a face morph continuum, performance depended on a fixed signal-to-noise ratio of phase alignment within a contiguous range of face frequencies (termed critical band of phase alignments), regardless of the central face frequency of that range within the face frequency spectrum when compared to non-phase randomized control thresholds.
- Published
- 2008
289. The amblyopic deficit for global motion is spatial scale invariant
- Author
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Robert F. Hess and Craig Aaen-Stockdale
- Subjects
Adult ,genetic structures ,Computer science ,media_common.quotation_subject ,Spatial vision ,Motion Perception ,Stimulus (physiology) ,Amblyopia ,050105 experimental psychology ,Contrast Sensitivity ,Perceptual Disorders ,03 medical and health sciences ,0302 clinical medicine ,Optics ,Sensory threshold ,Perception ,Psychophysics ,Humans ,0501 psychology and cognitive sciences ,Computer vision ,Motion perception ,Invariant (mathematics) ,media_common ,Global motion ,business.industry ,05 social sciences ,Altered scale ,Middle Aged ,eye diseases ,Sensory Systems ,Ophthalmology ,Sensory Thresholds ,Space Perception ,Spatial frequency ,Artificial intelligence ,business ,030217 neurology & neurosurgery ,Photic Stimulation - Abstract
Humans with amblyopia display anomalous performance for global motion discrimination. Attempts have been made to rule out an explanation based solely on the visibility loss in lower visual areas. However, it remains a possibility that the altered scale over which local motion is processed in V1 might lead to reduced efficiency of global motion processing in extra-striate cortex. We use stimuli composed of spatial frequency bandpass elements, equated for visibility, to show that the global motion deficit in amblyopia for both fellow and amblyopic eyes is still present once impairments in low-level processing have been factored out. This residual deficit appears to be spatial scale invariant and the relative deficit between the eyes shows a dependence on stimulus speed. We believe that this rules out an explanation of the amblyopic global motion deficit based solely on local motion input. We suggest instead that, in addition to low-level deficits, motion processing in a broadband, extra-striate, global motion mechanism is impaired in amblyopia.
- Published
- 2008
290. Contrast masking in strabismic amblyopia: attenuation, noise, interocular suppression and binocular summation
- Author
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Timothy S. Meese, Robert F. Hess, and Daniel H. Baker
- Subjects
Masking (art) ,Male ,genetic structures ,Eye disease ,Audiology ,Vision disorder ,0302 clinical medicine ,Discrimination, Psychological ,Psychophysics ,Contrast (vision) ,media_common ,Vision, Binocular ,05 social sciences ,Middle Aged ,Sensory Systems ,Sensory Thresholds ,Female ,medicine.symptom ,Psychology ,Perceptual Masking ,Human vision ,Adult ,medicine.medical_specialty ,Binocular summation ,media_common.quotation_subject ,Amblyopia ,050105 experimental psychology ,Contrast Sensitivity ,Perceptual Disorders ,03 medical and health sciences ,Optics ,medicine ,Humans ,0501 psychology and cognitive sciences ,Contrast discrimination ,Monocular ,business.industry ,medicine.disease ,eye diseases ,Strabismus ,Ophthalmology ,Masking ,030221 ophthalmology & optometry ,sense organs ,Noise ,business ,Binocular vision ,Photic Stimulation - Abstract
To investigate amblyopic contrast vision at threshold and above we performed pedestal-masking (contrast discrimination) experiments with a group of eight strabismic amblyopes using horizontal sinusoidal gratings (mainly 3c/deg) in monocular, binocular and dichoptic configurations balanced across eye (i.e. five conditions). With some exceptions in some observers, the four main results were as follows. (1) For the monocular and dichoptic conditions, sensitivity was less in the amblyopic eye than in the good eye at all mask contrasts. (2) Binocular and monocular dipper functions superimposed in the good eye. (3) Monocular masking functions had a normal dipper shape in the good eye, but facilitation was diminished in the amblyopic eye. (4) A less consistent result was normal facilitation in dichoptic masking when testing the good eye, but a loss of this when testing the amblyopic eye. This pattern of amblyopic results was replicated in a normal observer by placing a neutral density filter in front of one eye. The two-stage model of binocular contrast gain control [Meese, T.S., Georgeson, M.A. & Baker, D.H. (2006). Binocular contrast vision at and above threshold. Journal of Vision 6, 1224–1243.] was ‘lesioned’ in several ways to assess the form of the amblyopic deficit. The most successful model involves attenuation of signal and an increase in noise in the amblyopic eye, and intact stages of interocular suppression and binocular summation. This implies a behavioural influence from monocular noise in the amblyopic visual system as well as in normal observers with an ND filter over one eye.
- Published
- 2008
291. On the decline of 1st and 2nd order sensitivity with eccentricity
- Author
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Daniel H. Baker, Robert F. Hess, Jian Wang, and Keith A. May
- Subjects
Physics ,business.industry ,media_common.quotation_subject ,Luminance ,Sensory Systems ,Contrast Sensitivity ,Ophthalmology ,Noise ,Optics ,Sensory Thresholds ,Modulation (music) ,Peripheral vision ,Visual Perception ,Contrast (vision) ,Humans ,Spatial frequency ,Sensitivity (control systems) ,Eccentricity (behavior) ,business ,Photic Stimulation ,media_common - Abstract
We studied the relationship between the decline in sensitivity that occurs with eccentricity for stimuli of different spatial scale defined by either luminance (LM) or contrast (CM) modulation. We show that the detectability of CM stimuli declines with eccentricity in a spatial frequency-dependent manner, and that the rate of sensitivity decline for CM stimuli is roughly that expected from their 1st order carriers, except, possibly, at finer scales. Using an equivalent noise paradigm, we investigated the possible reasons for why the foveal sensitivity for detecting LM and CM stimuli differs as well as the reason why the detectability of 1st order stimuli declines with eccentricity. We show the former can be modeled by an increase in internal noise whereas the latter involves both an increase in internal noise and a loss of efficiency. To encompass both the threshold and suprathreshold transfer properties of peripheral vision, we propose a model in terms of the contrast gain of the underlying mechanisms.
- Published
- 2008
292. Biological motion perception is cue-invariant
- Author
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Craig Aaen-Stockdale, Benjamin Thompson, Robert F. Hess, and Nikolaus F. Troje
- Subjects
Adult ,Male ,Motion Perception ,Differential Threshold ,Walking ,Stimulus (physiology) ,Luminance ,Discrimination, Psychological ,Motion estimation ,Psychophysics ,Structure from motion ,Humans ,Motion perception ,Mathematics ,Quantitative Biology::Neurons and Cognition ,business.industry ,Pattern recognition ,Sensory Systems ,Ophthalmology ,Biological motion perception ,Motion field ,Female ,Artificial intelligence ,Cues ,business ,Artifacts ,Perceptual Masking ,Photic Stimulation ,Biological motion - Abstract
Previous work investigating whether biological motion is supported by local second-order motion has been contradictory, with different groups finding either a difference or no difference in performance compared to that obtained with first-order stimuli. Here we show psychophysically, using randomized-polarity and contrast-modulated stimuli, that detection of second-order biological motion walkers is worse for stimuli defined by second-order cues, but this difference is explained by a difference in visibility of the local motion in the stimuli. By mixing first-order and second-order dots within the same stimulus, we show that, when the two types of dot are equally visible, first-order noise dots can mask a second-order walker, and vice-versa. We also show that direction-discrimination of normal, inverted and scrambled walkers follow the same pattern for second-order as that obtained with first-order stimuli. These results are consistent with biological motion being processed by a mechanism that is cue-invariant.
- Published
- 2008
293. The optimal displacement for the detection of motion
- Author
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Robert F. Hess and Jane C. Boulton
- Subjects
Physics ,genetic structures ,Quantitative Biology::Neurons and Cognition ,Optical Illusions ,business.industry ,Detector ,Motion Perception ,Neurophysiology ,Stimulus (physiology) ,Sensory Systems ,Contrast Sensitivity ,Form Perception ,Ophthalmology ,Wavelength ,Narrow band ,Discrimination, Psychological ,Optics ,Low contrast ,Pattern Recognition, Visual ,Sensory Thresholds ,Human visual system model ,Spatial Displacement ,Humans ,business - Abstract
The optimal spatial displacement for the detection of motion by the human visual system was investigated using spatially narrow band stimuli. Direction discrimination was used for abruptly displaced stimuli. An optimal spatial displacement was found for the detection of motion and this bore a characteristic relationship to the spatial wavelength of the stimuli in motion; it was equivalent to1/6 of the spatial wavelength of the stimulus for low contrast stimuli and1/5 of the spatial wavelength for higher contrast stimuli. This finding, which in turn suggests that the spatial subunits of motion detectors may be separated by less than1/4 spatial wavelength, receives some support from other psychophysical and neurophysiological studies.
- Published
- 1990
- Full Text
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294. Post-receptoral undersampling in normal human peripheral vision
- Author
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Robert F. Hess and Stephen J. Anderson
- Subjects
Male ,Psychometrics ,media_common.quotation_subject ,Motion Perception ,Illusion ,Contrast Sensitivity ,Discrimination, Psychological ,Optics ,Humans ,Photoreceptor Cells ,Computer vision ,media_common ,Physics ,Optical Illusions ,business.industry ,Space perception ,Sensory Systems ,Retinal image ,Ophthalmology ,Pattern Recognition, Visual ,Undersampling ,Space Perception ,Peripheral vision ,Spatial frequency ,Artificial intelligence ,Visual Fields ,business ,Mathematics - Abstract
In human far peripheral vision, drifting stimuli of particular periodicities appear to move in the opposite direction from their true direction of motion. This “reverse motion illustion” is a consequence of spatial undersampling of the retinal image. The illusion occurs for spatial frequencies an order of magnitude lower than that expected on the basis of anatomical measurements of human photoreccptor density. We conclude that for naturally imaged stimuli the site of undersampling in far peripheral vision must be post-receptoral.
- Published
- 1990
- Full Text
- View/download PDF
295. Binocular summation of contrast remains intact in strabismic amblyopia
- Author
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Timothy S. Meese, Daniel H. Baker, Robert F. Hess, and Behzad Mansouri
- Subjects
Adult ,Male ,medicine.medical_specialty ,Binocular summation ,genetic structures ,Eye disease ,media_common.quotation_subject ,Audiology ,Amblyopia ,Vision disorder ,Contrast Sensitivity ,Psychophysics ,Medicine ,Contrast (vision) ,Humans ,Vision test ,media_common ,Depth Perception ,Vision, Binocular ,Monocular ,business.industry ,Vision Tests ,Middle Aged ,medicine.disease ,eye diseases ,Strabismus ,Optometry ,Female ,medicine.symptom ,business ,Binocular vision - Abstract
PURPOSE. Strabismic amblyopia is typically associated with several visual deficits, including loss of contrast sensitivity in the amblyopic eye and abnormal binocular vision. Binocular summation ratios (BSRs) are usually assessed by comparing contrast sensitivity for binocular stimuli (sens BIN) with that measured in the good eye alone (sensGOOD), giving BSR = sensBIN/sensGOOD. This calculation provides an operational index of clinical binocular function, but does not assess whether neuronal mechanisms for binocular summation of contrast remain intact. This study was conducted to investigate this question. METHODS. Horizontal sine-wave gratings were used as stimuli (3 or 9 cyc/deg; 200 ms), and the conventional method of assessment (above) was compared with one in which the contrast in the amblyopic eye was adjusted (normalized) to equate monocular sensitivities. RESULTS. In nine strabismic amblyopes (mean age, 32 years), the results confirmed that the BSR was close to unity when the conventional method was used (little or no binocular advantage), but increased to approximately √2 or higher when the normalization method was used. The results were similar to those for normal control subjects (n = 3; mean age, 38 years) and were consistent with the physiological summation of contrast between the eyes. When the normal observers performed the experiments with a neutral-density (ND) filter in front of one eye, their performance was similar to that of the amblyopes in both methods of assessment. CONCLUSIONS. The results indicate that strabismic amblyopes have mechanisms for binocular summation of contrast and that the amblyopic deficits of binocularity can be simulated with an ND filter. The implications of these results for best clinical practice are discussed. Copyright © Association for Research in Vision and Ophthalmology.
- Published
- 2007
296. Structural sparseness and spatial phase alignment in natural scenes
- Author
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Robert F. Hess and Bruce C. Hansen
- Subjects
Visual perception ,Computer science ,Image processing ,Models, Biological ,Visual processing ,symbols.namesake ,Optics ,Image Interpretation, Computer-Assisted ,Task Performance and Analysis ,Psychophysics ,Humans ,Computer Simulation ,Fourier Analysis ,business.industry ,Pattern recognition ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,Fourier transform ,Pattern Recognition, Visual ,Fourier analysis ,symbols ,Computer Vision and Pattern Recognition ,Spatial frequency ,Artificial intelligence ,business ,Linear filter ,Photic Stimulation - Abstract
The Fourier phase spectrum plays a central role regarding where in an image contours occur, thereby defining the spatial relationship between those structures in the overall scene. Only a handful of studies have demonstrated psychophysically the relevance of the Fourier phase spectrum with respect to human visual processing, and none have demonstrated the relative amount of local cross-scale spatial phase alignment needed to perceptually extract meaningful structure from an image. We investigated the relative amount of spatial phase alignment needed for humans to perceptually match natural scene image structures at three different spatial frequencies [3, 6, and 12 cycles per degree (cpd)] as a function of the number of structures within the image (i.e., "structural sparseness"). The results showed that (1) the amount of spatial phase alignment needed to match structures depends on structural sparseness, with a bias for matching structures at 6 cpd and (2) the ability to match partially phase-randomized images at a given spatial frequency is independent of structural sparseness at other spatial frequencies. The findings of the current study are discussed in terms of a network of feature integrators in the human visual system.
- Published
- 2007
297. Global motion processing: The effect of spatial scale and eccentricity
- Author
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Robert F. Hess and Craig Aaen-Stockdale
- Subjects
Time Factors ,media_common.quotation_subject ,Motion Perception ,Geometry ,Signal ,Motion (physics) ,Optics ,Psychophysics ,Reaction Time ,Contrast (vision) ,Humans ,Sensitivity (control systems) ,Eccentricity (behavior) ,media_common ,Visual Cortex ,Physics ,business.industry ,Sensory Systems ,Visual field ,Ophthalmology ,Pattern Recognition, Visual ,Spatial ecology ,Evoked Potentials, Visual ,Spatial frequency ,business ,Photic Stimulation - Abstract
Here we examine how global translational motion sensitivity varies with the spatial frequency of the elements in local motion and on the eccentricity of stimulation. Using DC-balanced, spatially narrowband elements (radial log Gabors) matched in terms of multiples above contrast threshold, we show that global translational motion sensitivity is best at mid high spatial frequencies and worst at low spatial frequencies. Furthermore, we show that the lower global motion sensitivity of the periphery is due to differences in spatial scale/contrast that can be attributed to lower reaches of the visual pathway where the local motion signal is transduced. Thus, the efficiency of the global translational motion computation that occurs in extrastriate cortical areas does not vary across the visual field. This may not be directly applicable to global radial motion because there are known visual field anisotropies.
- Published
- 2007
298. The fidelity of the cortical retinotopic map in human amblyopia
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Xingfeng, Li, Serge O, Dumoulin, Behzad, Mansouri, and Robert F, Hess
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Adult ,Male ,Brain Mapping ,Eye Movements ,Middle Aged ,Amblyopia ,Magnetic Resonance Imaging ,Retina ,Dominance, Ocular ,Oxygen ,Image Processing, Computer-Assisted ,Humans ,Female ,Visual Pathways ,Visual Fields ,Photic Stimulation ,Visual Cortex - Abstract
To delineate the fidelity of the functional cortical organization in humans with amblyopia, we undertook an investigation into how spatial information is mapped across the visual cortex in amblyopic observers. We assessed whether the boundaries of the visual areas controlled by the amblyopic and fellow fixing eye are in the same position, the fidelity of the retinotopic map within different cortical areas and the average receptive field size in different visual areas. The functional organization of the visual cortex was reconstructed using a fMRI phase-encoded retinotopic mapping analysis. This method sequentially stimulates each point in the visual field along the axes of a polar-coordinate system, thereby reconstructing the representation of the visual field on the cortex. We found that the cortical areas were very similar in normals and amblyopes, with only small differences in boundary positions of different visual areas between fixing and fellow amblyopic eye activation. Within these corresponding visual areas, we did find anomalies in retinotopy in some but not all amblyopes that were not simply a consequence of the poorer functional responses and affected central and peripheral field regions. Only a small increase in the average (or collective) receptive field size was found for full-field representation in amblyopes and none at all for central field representation. The former may simply be a consequence of the poorer functional responses.
- Published
- 2007
299. Selectivity of human retinotopic visual cortex to S-cone-opponent, L/M-cone-opponent and achromatic stimulation
- Author
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Greig I. de Zubicaray, Robert F. Hess, Serge O. Dumoulin, Kathy T. Mullen, and Katie L. McMahon
- Subjects
Adult ,Male ,genetic structures ,Color vision ,media_common.quotation_subject ,Color ,Stimulation ,Stimulus (physiology) ,Functional Laterality ,law.invention ,Contrast Sensitivity ,law ,Perception ,Selective stimulation ,medicine ,Humans ,Visual Pathways ,Chromatic scale ,media_common ,Visual Cortex ,Communication ,Brain Mapping ,Color Perception Tests ,business.industry ,General Neuroscience ,Middle Aged ,Visual cortex ,medicine.anatomical_structure ,Achromatic lens ,Sensory Thresholds ,Retinal Cone Photoreceptor Cells ,Female ,business ,Psychology ,Neuroscience ,Color Perception ,Photic Stimulation - Abstract
Our aim was to make a quantitative comparison of the response of the different visual cortical areas to selective stimulation of the two different cone-opponent pathways [long- and medium-wavelength (L/M)- and short-wavelength (S)-cone-opponent] and the achromatic pathway under equivalent conditions. The appropriate stimulus-contrast metric for the comparison of colour and achromatic sensitivity is unknown, however, and so a secondary aim was to investigate whether equivalent fMRI responses of each cortical area are predicted by stimulus contrast matched in multiples of detection threshold that approximately equates for visibility, or direct (cone) contrast matches in which psychophysical sensitivity is uncorrected. We found that the fMRI response across the two colour and achromatic pathways is not well predicted by threshold-scaled stimuli (perceptual visibility) but is better predicted by cone contrast, particularly for area V1. Our results show that the early visual areas (V1, V2, V3, VP and hV4) all have robust responses to colour. No area showed an overall colour preference, however, until anterior to V4 where we found a ventral occipital region that has a significant preference for chromatic stimuli, indicating a functional distinction from earlier areas. We found that all of these areas have a surprisingly strong response to S-cone stimuli, at least as great as the L/M response, suggesting a relative enhancement of the S-cone cortical signal. We also identified two areas (V3A and hMT+) with a significant preference for achromatic over chromatic stimuli, indicating a functional grouping into a dorsal pathway with a strong magnocellular input.
- Published
- 2007
300. Rejecting probability summation for RF patterns, not so Quick!
- Author
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Frederick A. A. Kingdom, Robert F. Hess, Alex S. Baldwin, and Gunnar Schmidtmann
- Subjects
Ophthalmology ,Computer science ,Probability summation ,Statistics ,Algorithm ,Sensory Systems - Published
- 2015
- Full Text
- View/download PDF
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