35 results on '"Scott, Samson"'
Search Results
2. Mechanical and in vitro bioactivity study of bamboo leaf-derived glass-ionomer cement doped with Mg2+, Zn2+ and Ba2+.
- Author
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Essien, Enobong Reginald, Atasie, Violette Nkechi, Okeafor, Anastecia Onyinye, and Scott, Samson
- Subjects
DENTAL glass ionomer cements ,BAMBOO ,OPERATIVE dentistry ,CEMENT ,IN vitro studies ,DENTAL materials ,FLEXURAL strength - Abstract
Mechanical properties and bioactivity are two important characteristics of glass-ionomer cements (GICs) for application as dental restorative materials. The current study prepared GIC economically by using bamboo leaf as a silica source instead of expensive analytical grade silica precursors. Dopant ions consisting of Mg
2+ , Zn2+ and Ba2+ were added to study their influence on mechanical properties and bioactivity. The undoped GIC exhibited compressive strength, flexural strength and microhardness of 110.31 (± 2.42) MPa, 25.53 (± 3.11) MPa and 66.48 (± 4.22) KHN, respectively, while those for the doped GIC were 122.85 (± 6.37) MPa, 29.17 (± 5.62) MPa and 72.39 (± 6.04) KHN, respectively. The obtained GICs, when immersed in simulated body fluid (SBF) for 21 days, showed a good degree of stability and capacity to induce the nucleation of hydroxyapatite (HA) on their surface but the doped sample exhibited a superior outcome. Trimetallic doping with Mg2+ , Zn2+ and Ba2+ may be a crucial strategy for improving the mechanical and bioactive properties of GIC designed for application in restorative dentistry. [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
3. Binary plankton image classification using random subspace.
- Author
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Feng Zhao 0004, Xiaoou Tang, Feng Lin 0002, Scott Samson, and Andrew Remsen
- Published
- 2005
- Full Text
- View/download PDF
4. Fabrication Processes for Packaged Optical MEMS Devices.
- Author
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Scott Samson, Rahul Agarwal, Sunny Kedia, Weidong Wang, Shinzo Onishi, and John Bumgarner
- Published
- 2005
- Full Text
- View/download PDF
5. A tetracycline hydrochloride-loaded SiO2/polycaprolactone composite from bamboo stem for controlled drug release study
- Author
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Essien, Enobong R., primary, Atasie, Violette N., additional, Scott, Samson T., additional, and Ajayi, Opeyemi A., additional
- Published
- 2022
- Full Text
- View/download PDF
6. Active Learning to Recognize Multiple Types of Plankton.
- Author
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Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, and Thomas Hopkins
- Published
- 2004
- Full Text
- View/download PDF
7. Feature Extraction for Binary Plankton Image Classification.
- Author
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Xiaoou Tang, Feng Lin 0002, Scott Samson, and Andrew Remsen
- Published
- 2003
8. Learning to recognize plankton.
- Author
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Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, and Thomas Hopkins
- Published
- 2003
- Full Text
- View/download PDF
9. The GREAT Reading Project (Gifted Readers Enhance Academic Talent): A Gifted-on-Gifted, Cross-Age Tutoring and Mentoring Intervention
- Author
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Douglas Scott Samson
- Abstract
The GREAT (Gifted Readers Enhance Academic Talent) Reading Project is a quasi-experimental, between-group study that evaluated a 13-week before-school student tutoring/mentoring reading and literacy program. The study examined the effects of the intervention on reading achievement for each group involved, including high-ability gifted fifth grade mentors, high-ability gifted first grade proteges, and above-average first grade "Scholastic Academy" proteges. Its primary goal was to improve academic achievement for above-average students in order to help them formally qualify for gifted services. The secondary goal was to promote and assess academic growth for high-ability students already in the gifted program. Mentor/protege pairs met 3-4 times per week under the monitoring and supervision of certified elementary school teachers. Student pairs interacted as necessary to accomplish learning tasks such as decoding, fluency, and critical reading skills that promote reading comprehension. Pairs read and discussed picture books, chapter books, children's magazines, and/or assigned books or stories. Some flexibility existed in the program, based on student interest and materials available. Control groups received traditional reading instruction instead of tutoring. The subjects included above-average and high-ability first and fifth grade students. The treatment group consisted of approximately 20 first graders and 20 fifth graders. First graders and fifth graders were paired for compatibility. A similar sized control group was chosen from other gifted sites. Criterion sampling (qualification to participate in the gifted/talented program in the local public school system) was used to select the treatment and control groups. "The Gates-MacGinitie Reading Tests, Fourth Edition," a standardized, norm-referenced instrument used to assess reading achievement, was used as a pre- and posttest to assess growth in reading. One-way (for the fifth graders) and Two-way ANOVA (for the 1st graders) was used to determine the effectiveness of the intervention for each group of participants. Surveys were administered to each grade level of the treatment group to evaluate the social validity of the intervention, in an attempt to determine the social significance or importance of the goals, the social appropriateness of the procedures, and the social importance of the effects or outcomes (the personal benefit) for the participants. [The dissertation citations contained here are published with the permission of ProQuest LLC. Further reproduction is prohibited without permission. Copies of dissertations may be obtained by Telephone (800) 1-800-521-0600. Web page: http://www.proquest.com/en-US/products/dissertations/individuals.shtml.]
- Published
- 2008
10. Mechanical and in vitro bioactivity study of bamboo leaf-derived glass-ionomer cement doped with Mg2+, Zn2+and Ba2+
- Author
-
Essien, Enobong Reginald, Atasie, Violette Nkechi, Okeafor, Anastecia Onyinye, and Scott, Samson
- Abstract
Mechanical properties and bioactivity are two important characteristics of glass-ionomer cements (GICs) for application as dental restorative materials. The current study prepared GIC economically by using bamboo leaf as a silica source instead of expensive analytical grade silica precursors. Dopant ions consisting of Mg2+, Zn2+and Ba2+were added to study their influence on mechanical properties and bioactivity. The undoped GIC exhibited compressive strength, flexural strength and microhardness of 110.31 (± 2.42) MPa, 25.53 (± 3.11) MPa and 66.48 (± 4.22) KHN, respectively, while those for the doped GIC were 122.85 (± 6.37) MPa, 29.17 (± 5.62) MPa and 72.39 (± 6.04) KHN, respectively. The obtained GICs, when immersed in simulated body fluid (SBF) for 21 days, showed a good degree of stability and capacity to induce the nucleation of hydroxyapatite (HA) on their surface but the doped sample exhibited a superior outcome. Trimetallic doping with Mg2+, Zn2+and Ba2+may be a crucial strategy for improving the mechanical and bioactive properties of GIC designed for application in restorative dentistry.
- Published
- 2023
- Full Text
- View/download PDF
11. Active Learning to Recognize Multiple Types of Plankton.
- Author
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Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, and Thomas Hopkins
- Published
- 2005
12. Recognizing plankton images from the shadow image particle profiling evaluation recorder.
- Author
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Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, and Thomas Hopkins
- Published
- 2004
- Full Text
- View/download PDF
13. Review for 'Isotopic analysis of sub‐nanogram Nd loads using new ATONA amplifiers'
- Author
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Scott Samson
- Published
- 2020
- Full Text
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14. Total Internal Reflection-Based Free Space Optical Communication System
- Author
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Sunny Kedia, Lawrence Bach, and Scott Samson
- Subjects
Microelectromechanical systems ,Total internal reflection ,Materials science ,business.industry ,Mechanical Engineering ,Laser ,Retroreflector ,Indium tin oxide ,law.invention ,Corner reflector ,Optics ,law ,Electrical and Electronic Engineering ,business ,Flip chip ,Free-space optical communication - Abstract
We present a free space optical communication system that uses electrostatically modulated microelectromechanical systems (MEMS) structures coupled with a glass total internal reflection-type corner cube retroreflector (CCR) as a nonemitting data transmitter. MEMS structures consists of an array of light scattering membranes fabricated on silicon-on-insulator wafer. The MEMS structures are bonded to a glass lid with a transparent conductive indium tin oxide film using flip chip bonding. The chip is aligned and bonded to a passive glass CCR using an ultraviolet (UV) epoxy with an accuracy of 20–30 arc-s. The MEMS structures can be modulated either toward or away from the bonded glass, thus disrupting evanescent energy delivered from a probing laser beam. Retroreflective optical communication over 300 m was achieved using an interrogating 635-nm laser. [2014-0301]
- Published
- 2015
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15. Errata to 'Recognizing Plankton Images From the Shadow Image Particle Profiling Evaluation Recorder'.
- Author
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Tong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, and Thomas Hopkins
- Published
- 2004
- Full Text
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16. Verification of evanescent coupling from subwavelength grating pairs
- Author
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Al-Aakhir A. Rogers, Scott Samson, Shekhar Bhansali, and Sunny Kedia
- Subjects
Microelectromechanical systems ,Diffraction ,Coupling ,Quantum optics ,Materials science ,Physics and Astronomy (miscellaneous) ,business.industry ,General Engineering ,General Physics and Astronomy ,Grating ,Laser ,Pressure sensor ,law.invention ,Semiconductor ,Optics ,law ,Optoelectronics ,business - Abstract
Near-field evanescent wave coupling of various subwavelength grating pairs, using a 1.55 μm infrared semiconductor laser has been demonstrated for use as an optical MEMS sensor. Subwavelength grating pairs were fabricated on both glass and silicon substrates. When coupled together the effective grating period is not subwavelength and can exhibit several diffraction orders. The 1.55 μm infrared source was incident on the coupled pairs and the first-order output intensity was recorded and compared with the output intensity from simulated results. This demonstrated evanescent wave coupling concept can be applied to MEMS systems with nanometer gap separations (e.g., pressure sensors, biosensors, and accelerometers) to allow for subnanometer displacement detection.
- Published
- 2011
- Full Text
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17. Fabrication of Si Structures with Vertical Side-walls using Single Long Plasma Etch
- Author
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Scott Samson, Rahul Agarwal, and Shekhar Bhansali
- Subjects
Fabrication ,Materials science ,Plasma etching ,business.industry ,Optoelectronics ,business - Abstract
A new approach to etch structures with vertical sidewalls in Si is presented. This process reduces the loading effect in Deep Reactive Ion Etching (DRIE) and maintains uniform etch profile and etch rate through out the wafer. Rectangular areas were patterned under the regions to be removed. Uniform width channels encompassing these rectangular patterns were then subjected to long DRIE. These uniform width narrow channels maintain uniform etch rates while patterning structures with various fill factors on the same wafer. Average side wall angles of 89.8{degree sign} were obtained with just 0.3{degree sign} variation across the 4 Si wafer. The process showed resistance to slight variations in DRIE parameters with negligible effect on the sidewall profile. The etched vertical mirrors are used to assemble a Corner Cube Retroreflector.
- Published
- 2007
- Full Text
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18. Fabrication of Integrated Vertical Mirror Surfaces and Transparent Window for Packaging MEMS Devices
- Author
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Scott Samson, Sunny Kedia, Rahul Agarwal, and Shekhar Bhansali
- Subjects
Microelectromechanical systems ,Materials science ,business.industry ,Wafer bonding ,Mechanical Engineering ,Electronic packaging ,Optics ,Anodic bonding ,Deep reactive-ion etching ,Wafer ,Electrical and Electronic Engineering ,Reactive-ion etching ,business ,Lithography - Abstract
A scheme for creating metal-coated vertical mirrors in silicon, along with an integrated transparent package lid for assembling, packaging, and testing microelectromechanical systems (MEMS) devices is presented. Deep reaction ion etching (DRIE) method described here reduces the loading effect and maintains a uniform etch rate resulting in highly vertical structures. A novel self-masking lithography and liftoff process was developed to ensure that the vertical mirrors undergo uniform metallization while leaving a transparent window for optical probing. Front side of a Si wafer was shallow-etched using DRIE to define an eventual optical window. This surface was then anodically bonded to a Pyrex wafer. Backside Si was then patterned to define thin channels around the optical window. These channels were vertically etched using DRIE, after which the unattached portions of the window region were removed. Negative photoresist was spun on the remaining vertical structures and the stack was exposed from the Pyrex side using Si structures as a self-mask. Subsequent metal sputtering and liftoff results in the metallized top and mirror sidewalls while leaving a clear window. These integrated mirrors and lids are then bonded to the active MEMS mirrors. Various processes and results are illustrated with an example of packaged corner cube retroreflectors (CCRs)
- Published
- 2007
- Full Text
- View/download PDF
19. Binary Plankton Image Classification
- Author
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Scott Samson, Andrew Remsen, Xiaoou Tang, and Feng Lin
- Subjects
Contextual image classification ,business.industry ,Computer science ,Mechanical Engineering ,fungi ,Feature extraction ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Binary number ,Ocean Engineering ,Image processing ,Pattern recognition ,Plankton ,Image (mathematics) ,Principal component analysis ,Computer vision ,Artificial intelligence ,Electrical and Electronic Engineering ,Underwater ,business - Abstract
In marine biology study, it is important to investigate the distribution of plankton organisms. Because of the overwhelming data size, automatic processing of the large amount of image data collected by underwater image recorders becomes inevitable. However, due to the fragmentation and the large within-class variations of binary plankton images, it is difficult to extract reliable shape features. In this paper, we propose several new shape descriptors and use a normalized multilevel dominant eigenvector estimation method to select a best feature set for binary plankton image classification. We achieve more than 91% classification accuracy in experiments on more than 3000 images
- Published
- 2006
- Full Text
- View/download PDF
20. What you see is not what you catch: a comparison of concurrently collected net, Optical Plankton Counter, and Shadowed Image Particle Profiling Evaluation Recorder data from the northeast Gulf of Mexico
- Author
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Andrew Remsen, Scott Samson, and Thomas L. Hopkins
- Subjects
Cnidaria ,Ground truth ,Gelatinous zooplankton ,Low latitude ,biology ,Aquatic Science ,Plankton ,Oceanography ,biology.organism_classification ,Zooplankton ,Trichodesmium ,Environmental science ,Coelenterata - Abstract
Zooplankton and suspended particles were sampled in the upper 100 m of the Gulf of Mexico with the High Resolution Sampler. This towed-platform can concurrently sample zooplankton with plankton nets, an Optical Plankton Counter (OPC) and the Shadowed Image Particle Profiling and Evaluation Recorder (SIPPER), a zooplankton imaging system. This allowed for direct comparison of mesozooplankton abundance, biomass, taxonomic composition and size distributions between simultaneously collected net samples, OPC data, and digital imagery. While the net data were numerically and taxonomically similar to that of previous studies in the region, analysis of the SIPPER imagery revealed that nets significantly underestimated larvacean, doliolid, protoctist and cnidarian/ctenophore abundance by 300%, 379%, 522% and 1200%, respectively. The inefficiency of the nets in sampling the fragile and gelatinous zooplankton groups led to a dry-weight biomass estimate less than half that of the SIPPER total and suggests that this component of the zooplankton assemblage is more important than previously determined for this region. Additionally, using the SIPPER data we determined that more than 29% of all mesozooplankton-sized particles occurred within 4 mm of another particle and therefore would not be separately counted by the OPC. This suggests that coincident counting is a major problem for the OPC even at the low zooplankton abundances encountered in low latitude oligotrophic systems like the Gulf. Furthermore, we found that the colonial cyanobacterium Trichodesmium was the most abundant recognizable organism in the SIPPER dataset, while it was difficult to quantify with the nets. For these reasons, the traditional method of using net samples to ground truth OPC data would not be adequate in describing the particle assemblage described here. Consequently we suggest that in situ imaging sensors be included in any comprehensive study of mesozooplankton.
- Published
- 2004
- Full Text
- View/download PDF
21. A system for high-resolution zooplankton imaging
- Author
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Andrew Remsen, Tracey T. Sutton, L. Langebrake, Thomas L. Hopkins, Scott Samson, and James Patten
- Subjects
Lossless compression ,Data processing ,Computer science ,Mechanical Engineering ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Digital imaging ,Ocean Engineering ,Ranging ,Image processing ,Digital image ,Optical recording ,Electrical and Electronic Engineering ,Remote sensing ,Data compression - Abstract
We discuss an in situ marine imaging system based on high-speed digital line scan cameras for collection of a continuous picture of microscopic marine particles ranging in size from 200 /spl mu/m to several centimeters. The system is built to operate on a 53-cm-diameter autonomous underwater vehicle or a tethered platform. The digital imaging system provides a continuous record of all particles passing through a symmetric 96/spl times/96 mm sampling tube and provides views from two orthogonal directions. Data are compressed using a lossless encoding technique and stored onto a disk drive. Over 50 h of continuous imaging is possible using the system. Data are suitable for studies requiring sizing, identification, quantification, and spatial recording of semi-transparent and opaque particles. This paper summarizes the mechanical, optical, and data processing design of this instrument and discusses recent improvements. We also present images and quantitative results from recent deployments in the Gulf of Mexico.
- Published
- 2001
- Full Text
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22. Enhancing tectonic and provenance information from detrital zircon studies: assessing terrane-scale sampling and grain-scale characterization
- Author
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Jack Hietpas, Scott Samson, David Moecher, Suvankar Chakraborty, Jack Hietpas, Scott Samson, David Moecher, and Suvankar Chakraborty
- Abstract
Determining detrital zircon U–Pb ages has become the method of choice for single- mineral-based provenance studies focused on the identification of potential source regions of siliciclastic sediments. Advances in microanalytical methods have significantly accelerated the acquisition rate of U–Pb ages, thus allowing for more statistically significant zircon age datasets to be acquired than previously. However, several studies have demonstrated limitations of relying solely on detrital zircon as a provenance proxy. To further assess the utility of this provenance indicator we measured U–Pb ages of detrital zircon derived from modern sediment collected from the French Broad River and its tributaries that drain portions of the Appalachian Orogen in southeastern USA. The results demonstrate that significant detrital zircon age variations occur along the length of the river. The age variations suggest that characterization of entire sedimentary formations by analysis of single samples may be misleading and that a multiple-sample approach is required. In addition, by incorporating high-magnification cathodoluminescence images with Th/U for each detrital grain, a more robust interpretation can be made regarding zircon source.
- Published
- 2016
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23. Development of irrigation scheduling tools for the humid, high-rainfall environment of the Lower Mississippi Delta
- Author
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null Gretchen F Sassenrath, null H C Pringle, null III, null D K Fisher, null Scott Samson, null Amy M Schmidt, and null Bijay Shrestha
- Subjects
Crop coefficient ,Water balance ,Water conservation ,Irrigation ,Deficit irrigation ,Irrigation scheduling ,Environmental science ,Low-flow irrigation systems ,Irrigation management ,Water resource management - Abstract
Irrigation in hot, humid areas is particularly challenging because irrigation must be applied in a timely manner to prevent yield loss due to crop water stress, yet avoid flooding should a rain event follow irrigation. Moreover, it is difficult to detect the onset of crop water stress under environmental conditions that limit evaporative cooling. The goal of this project is to develop reliable, easy to use irrigation scheduling tools that integrate crop monitoring and accurate weather predictions to improve the timing and application of irrigation in humid, high rainfall environments for better water management. The irrigation decision support system is based on calculations of crop water use from weather data collected from weather stations throughout Mississippi using crop coefficients developed from weighing lysimeters and other sources. A water balance approach is used to indicate when supplemental irrigation is needed based on available water and crop water use. This is integrated with other publicly available, spatially registered farm and soil databases to develop specific irrigation scheduling recommendations. A web-based interface is being developed to deliver the irrigation decision support system to producers through an easy to use and readily accessible format. Training materials will be developed and presented to producers through on-site training and other standard Extension mechanisms.
- Published
- 2010
- Full Text
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24. Far-field evanescent wave propagation using coupled subwavelength gratings for a MEMS sensor
- Author
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Scott Samson, Sunny Kedia, and Al-Aakhir A. Rogers
- Subjects
010302 applied physics ,Diffraction ,Materials science ,Holographic grating ,business.industry ,Near and far field ,Grating ,Diffraction efficiency ,7. Clean energy ,01 natural sciences ,Atomic and Molecular Physics, and Optics ,Electronic, Optical and Magnetic Materials ,law.invention ,010309 optics ,Ultrasonic grating ,Optics ,law ,0103 physical sciences ,Blazed grating ,Optoelectronics ,Computer Vision and Pattern Recognition ,business ,Diffraction grating - Abstract
A technique was developed to couple near-field evanescent waves into observable diffraction orders in the far-field region. This investigation was of two gratings that have a 1.0 microm grating period in glass and 1.1 microm in silicon and are individually subwavelength, but when coupled together yield an 11.0 microm effective grating period. This effective grating period is not subwavelength to a 1.550 microm infrared incident source and exhibits higher diffraction orders. Optimum evanescent wave coupling efficiency was simulated by varying the grating thickness and the grating separation between the subwavelength gratings. This proposed evanescent wave coupling concept is being investigated for use in a bulk silicon MEMS accelerometer.
- Published
- 2009
25. Small form factor microsensor system using optical MEMS for passive optical digital communications (PODC)
- Author
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Scott Samson, Weidong Wang, Rahul Agarwal, Gino Gonzalez, Christel Munoz, Sunny Kedia, Eric Kaltenbacher, John Bumgarner, Ray Hazen, and Larry Langebrake
- Subjects
Microelectromechanical systems ,Engineering ,Surface micromachining ,business.industry ,Circuit design ,Optical communication ,Electrical engineering ,business ,Optical switch ,Flip chip ,Small form factor ,Free-space optical communication - Abstract
A small form factor microsensor system with optical MEMS devices is discussed in this paper. The key components in the microsensor system include a temperature and humidity sensor for environmental monitoring, a microprocessor for signal processing, and an optical MEMS device (active corner cube retroreflector or CCR) for remote free space optical communication. A flexible circuit design and a folded packaging scheme have been utilized to minimize the overall form factor. Flat, flexible polymer batteries are incorporated to minimize the vertical profile to a few millimeters. The entire fully packaged sensor system is about 30mmx30mmx6 mm. MEMS design of the CCR, fabrication, hermetic packaging of CCR, flexible circuit design and fabrication, flip chip bonding of die form microprocessor, and a battery replacement scheme for extended operation lifetime are crucial elements for the development of a real product for the microsensor system. Optical MEMS CCR is a torsion mirror design and was fabricated using surface micromachining with Si 3 N 4 as a structural layer. A finite element analysis (FEA) model was developed to optimize design and performance of the MEMS structures. The sensor system has a miniature mechanical switch for local actuation and an optical switch for remote actuation. The applications of such a microsensor system include both tracking, tagging, locating (TTL) and remote sensing.
- Published
- 2007
- Full Text
- View/download PDF
26. Handheld interface for miniature sensors
- Author
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Shekhar Bhansali, Scott Samson, David P. Fries, Sunny Kedia, Matthew C. Smith, and Andrew Farmer
- Subjects
Engineering ,business.industry ,Motherboard ,Controller (computing) ,Interface (computing) ,Electrical engineering ,Integrated circuit ,law.invention ,Microcontroller ,Microprocessor ,law ,business ,Daughterboard ,Graphical user interface - Abstract
Miniaturization of laboratory sensors has been enabled by continued evolution of technology. Field portable systems are often desired, because they reduce sample handling, provide rapid feedback capability, and enhance convenience. Fieldable sensor systems should include a method for initiating the analysis, storing and displaying the results, while consuming minimal power and being compact and portable. Low cost will allow widespread usage of these systems. In this paper, we discuss a reconfigurable Personal Data Assistant (PDA) based control and data collection system for use with miniature sensors. The system is based on the Handspring visor PDA and a custom designed motherboard, which connects directly to the PDA microprocessor. The PDA provides a convenient and low cost graphical user interface, moderate processing capability, and integrated battery power. The low power motherboard provides the voltage levels, data collection, and input/output (I/O) capabilities required by many MEMS and miniature sensors. These capabilities are relayed to connectors, where an application specific daughterboard is attached. In this paper, two applications are demonstrated. First, a handheld nucleic acid sequence-based amplification (NASBA) detection sensor consisting of a heated and optical fluorescence detection system is discussed. Second, an electrostatically actuated MEMS micro mirror controller is realized.
- Published
- 2005
- Full Text
- View/download PDF
27. Recognizing plankton images from the shadow image particle profiling evaluation recorder
- Author
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Dmitry B. Goldgof, Thomas L. Hopkins, Tong Luo, Scott Samson, Andrew Remsen, Lawrence O. Hall, and Kurt Kramer
- Subjects
Computer science ,Feature extraction ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Decision tree ,Information Storage and Retrieval ,Feature selection ,Sensitivity and Specificity ,Pattern Recognition, Automated ,Artificial Intelligence ,Image Interpretation, Computer-Assisted ,Photography ,Computer vision ,Electrical and Electronic Engineering ,Particle Size ,Artificial neural network ,Structured support vector machine ,business.industry ,Reproducibility of Results ,Pattern recognition ,General Medicine ,Image Enhancement ,Plankton ,Computer Science Applications ,Random forest ,Human-Computer Interaction ,Data set ,Support vector machine ,Control and Systems Engineering ,Artificial intelligence ,business ,Software ,Algorithms ,Information Systems ,Environmental Monitoring - Abstract
We present a system to recognize underwater plankton images from the shadow image particle profiling evaluation recorder (SIPPER). The challenge of the SIPPER image set is that many images do not have clear contours. To address that, shape features that do not heavily depend on contour information were developed. A soft margin support vector machine (SVM) was used as the classifier. We developed a way to assign probability after multiclass SVM classification. Our approach achieved approximately 90% accuracy on a collection of plankton images. On another larger image set containing manually unidentifiable particles, it also provided 75.6% overall accuracy. The proposed approach was statistically significantly more accurate on the two data sets than a C4.5 decision tree and a cascade correlation neural network. The single SVM significantly outperformed ensembles of decision trees created by bagging and random forests on the smaller data set and was slightly better on the other data set. The 15-feature subset produced by our feature selection approach provided slightly better accuracy than using all 29 features. Our probability model gave us a reasonable rejection curve on the larger data set.
- Published
- 2004
28. Development of Automated Image Analysis Software for Suspended Marine Particle Classification
- Author
-
Thomas L. Hopkins, Scott Samson, Lawrence O. Hall, and Dmitry B. Goldgof
- Subjects
Computer science ,business.industry ,Particle classification ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Process (computing) ,Image processing ,Automation ,Digital image ,Development (topology) ,Software ,Computer vision ,Artificial intelligence ,Image analysis ,business - Abstract
The goal of this project is to develop a broadly-capable software package, to automatically classify digital images of zooplankton. The software is being developed initially for classification of images from the SIPPER linescan imaging instrument, but will also be able to process images from imaging systems that produce high quality digital image. Towards this end, the software is being created to include both training and multi-stage classification portions. The input is digital images in standard computer format. The output is an Internet-addressable classified particle database, including pertinent particle hydrographic information and sorted images. The project has application in rapid classification of microscopic marine particles, which have an effect on the optical properties and long-term variation in the local and global water column.
- Published
- 2003
- Full Text
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29. Development and Field Application of Laser Particle Imagers
- Author
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Thomas L. Hopkins, Scott Samson, and Andrew Remsen
- Subjects
Marine biology ,Water column ,Geography ,Ecosystem model ,Wide dynamic range ,Detector ,Particle ,Sampling (statistics) ,Characterization (materials science) ,Remote sensing - Abstract
The long term goal is development and utilization of a suite of high-resolution, linescan-camera based imaging systems to investigate the distribution and composition of plankton and suspended particles in the marine environment. The system is designed with wide dynamic range and will ultimately be used for high speed, high resolution characterization of water column particle fields in high, medium and low latitudes. Such a system will have broad application to areas of defense and environmental interests such as ecological modeling efforts, Autonomous Ocean Sampling Networks (AOSN), and ground-truthing of satellite data.
- Published
- 2002
- Full Text
- View/download PDF
30. Development of Automated Image Analysis Software for Suspended Marine Particle Classification
- Author
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Lawrence Hall, Thomas Hopkins, Dmitry Goldgof, and Scott Samson
- Published
- 2002
- Full Text
- View/download PDF
31. Comprehensive Marine Particle Analysis System
- Author
-
Scott Samson, Thomas L. Hopkins, and Tracey Sutton
- Subjects
Geography ,business.industry ,Wide dynamic range ,High resolution ,Aerospace engineering ,Particle analysis ,Underwater ,business ,Marine engineering - Abstract
The long term goal is development and utilization of a comprehensive (broadly capable) marine particle analysis system. The system is designed with wide dynamic range, thus, it will ultimately be used for high speed, high resolution characterization of water column particle fields in high, medium and low latitudes. As part of a broader goal this project continues advancement of the AOSN concept through development of both towed platforms and autonomous underwater vehicles.
- Published
- 2002
- Full Text
- View/download PDF
32. Electro-optic measurements using a Mach-Zehnder interferometer with domain reversals
- Author
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Wuhong Li, R. F. Tavlykaev, Ramu V. Ramaswamy, and Scott Samson
- Subjects
Physics ,business.industry ,Optical engineering ,Physics::Optics ,Mach–Zehnder interferometer ,Electro-optics ,law.invention ,Interferometry ,Optics ,Optical modulator ,law ,Astronomical interferometer ,Photonics ,business ,Waveguide - Abstract
The number of photonic devices based on integrated-optic waveguides with domain-inverted regions are currently experiencing rapid expansion. Implementation of domain reversals in guided-wave structures brings about an opportunity to significantly increase device efficiency as well as to simplify the structure. Domain inversion has proven beneficial both for nonlinear devices and electro- optic modulators. It should be noted in this regard that while the use of domain reversals for nonlinear interactions has been studied extensively, little information on the characteristics of electro-optic devices with such domain- inverted regions is available in the literature. This paper addresses the latter issue by studying the performance of an integrated-optic Mach-Zehnder interferometer modulator with electric-field poled domain-inverted sections. With this device, both the realization of waveguide sections with opposing values of the electro-optic coefficient (r33), and the measurement of the value of r33 have been demonstrated experimentally.© (1996) COPYRIGHT SPIE--The International Society for Optical Engineering. Downloading of the abstract is permitted for personal use only.
- Published
- 1996
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33. Progress in Vibrating Stylus Near Field Microscopy
- Author
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Scott Samson, Kurt Feldbush, and Adrian Korpel
- Subjects
Materials science ,Evanescent wave ,business.industry ,Near and far field ,Radiation ,law.invention ,Vibration ,Optics ,Optical microscope ,law ,Traveling wave ,Near-field scanning optical microscope ,Stylus ,business - Abstract
In our proposed method of near field optical microscopy, the near field is probed by a vibrating solid stylus and the radiation downstream from the stylus is measured. The underlying idea is that at the sharp stylus tip or edge, evanescent fields are converted into traveling waves which are subsequently detected conventionally. The area of perturbation, i.e. the resolution, is determined by the vibration of the stylus and labeled by the frequency or frequencies of vibration.
- Published
- 1993
- Full Text
- View/download PDF
34. Scanning microscopy by vibrating knife edge corner: 2-D aspects
- Author
-
Adrian Korpel and Scott Samson
- Abstract
Recently we reported results of 1-D beam profiling with a scanning, vibrating knife edge and its implications for near-field optical microscopy.1 We now report on the implementation of this idea in two dimensions. A knife edge corner is made to vibrate in two orthogonal directions with frequencies of 1000 Hz and 1100 Hz and amplitudes w1 and w2, respectively. A photodiode downstream from the knife edge detects the mixing signal at 100 Hz and records its amplitude, while the vibrating knife edge corner scans the optical field. A gray scale recording of this amplitude yields an image of the field with (electronically variable) resolution w1 × w2. In this paper we show images achieved with this mixing technique and with another more sensitive one that uses 2-D scanning with a 1-D vibrating knife edge, combined with computer postprocessing.
- Published
- 1991
- Full Text
- View/download PDF
35. A Novel Normal-to-Plane Space Efficient Micro corner Cube Retroflector with Improved Full Factor
- Author
-
Rahul Agarwal, Scott Samson, Shinzo Onishi, and S. Bhansali
- Abstract
not Available.
- Published
- 2006
- Full Text
- View/download PDF
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