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A Stimulus-Response Processing Framework for Pupil Dynamics Assessment during Iso-Luminant Stimuli
- Source :
- EMBC
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers Inc., 2018.
-
Abstract
- Pupil size is governed by the synergic action of the Autonomic Nervous System. Pupil Diameter (PD) is primarily influenced by the light level and it is responsive to variations of global luminance level. However, recent studies have shown that there is also a high-level interpretation which could modulate this physiological response. In this paper, we develop an ad-hoc protocol based on iso-luminant stimuli and validate its effectiveness for the analysis of high-level modulation of pupil response. A visual illusion was reproduced from literature and adapted in two different colors. Prior to the response analysis, a reconstruction of the missing data due to blinks and other artifacts were reconstructed by using a recently developed signal reconstruction algorithm (Iterative - Single Spectrum Analysis: I-SSA); then both time and frequency domain parameters were extracted from the PD signal. Results indicate that there are peculiarly different responses to iso-luminant stimuli with different image structures and dominating colors, thus indicating a possible high-level processing mechanism. Our results pave the way for future evaluation of comatose or generic unconscious state based on non-contact pupil dynamics assessment.
- Subjects :
- Male
genetic structures
Computer science
Pupil diameter
Biomedical Engineering
Signal Processing
1707
Health Informatics
Stimulus (physiology)
Autonomic Nervous System
Luminance
050105 experimental psychology
Pupil
03 medical and health sciences
0302 clinical medicine
Pupillary response
medicine
Humans
0501 psychology and cognitive sciences
Signal processing
Retina
Blinking
Optical illusion
business.industry
05 social sciences
Pupil size
Pattern recognition
medicine.anatomical_structure
Visual Perception
Female
Artificial intelligence
business
Artifacts
030217 neurology & neurosurgery
Algorithms
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- EMBC
- Accession number :
- edsair.doi.dedup.....0feb66306b99ee82f7b838e373720826