An energetic and enthusiastic visionary with a fresh new approach to old problems in perception. My work is characterized by a series of novel and unique proposals on perception and brain function. I am a natural born teacher, I have a talent for expressing complex concepts in simple intuitive terms.
Taught fall and spring semesters, four sections each semester, including courses in general psychology, cognitive psychology, sensation and perception, and neuropsychology. Enrollment 10 - 30 undergraduate students in each section. Designed curriculum, prepared and presented lectures and exams, graded exams.
Taught PS-222 Psychology of Perception. Enrollment: 54 undergraduate students. Designed curriculum, prepared and presented lectures and exams, graded exams with the help of a teaching assistant.
Certified flight instructor teaching primary, commercial, instrument, multi-engine, and aerobatic flight. Explored dynamic instability of narrow track landing gear in aerobatic biplanes [30].
Wrote two books [1, 2] and numerous papers on subjects ranging from philosophy of consciousness [1, 2, 3, 5], psychology of perception [1, 2, 14, 15], and theory of brain function [1, 2, 4, 10]. Helped out in the lab with computer programming, conducting psychophysical experiments, mathematical analysis of results, and writing up proposals.
Designed and conducted psychophysical experiments on human subjects, analyzed the data, submitted grant applications, performed computer programming, designed image processing applications. Wrote papers on theories of visual perception. [8, 9, 10, 11, 12]
Taught fall and spring semesters, four sections each semester, including courses in general psychology, cognitive psychology, sensation and perception, and neuropsychology. Enrollment 10 - 30 undergraduate students in each section. Designed curriculum, prepared and presented lectures and exams, graded exams.
Implemented neural network vision model for adaptive edge detection and enhancement in satellite weather imagery [24, 27] and MRI brain scan data [21, 23, 25, 26]. Supervised summer interns to develop a system for categorization of multi-spectral satellite weather data using neural network algorithm.
Performed extensive work in image processing, pattern recognition, and artificial intelligence for automatic target recognition and multi-spectral data fusion. Supervised co-op students in target recognition research projects using image processing, artificial intelligence, and neural network techniques. Developed a back-propagation network implementation with graphical interface for hand sketched character recognition [29]. Adapted the network to satellite recognition by infra-red signature profile [28], results mentioned in 1988 DARPA report on neural networks. Developed genetic algorithm for multi-layer neural architectures [31].
Co-op program from Northeastern University. Performed extensive image processing work including: image enhancement and restoration using Fourier spatial frequency filtering, fingerprint analysis algorithms, threshold and floating threshold, histogram equalization and spatial convolution. Worked on development of pre-press color balance workstation.
Research assistant with Prof. Robert Gonzalvez on a contract for Honeywell to optimize spectral discrimination of wide dynamic range monochrome infra-red images using transforms through HIS, UVL, and other color spaces for display in RGB.
Pilot, flight instructor, and banner-tow pilot at Tew-Mac Aviation, Tewksbury MA, New England Flyers, Beverly MA, and National Aerial Advertising, North Andover MA. I maintain my pilot's license and continue to fly occasionally.
Ph.D., Cognitive and Neural Systems. Advisor: Dr. Paolo Gaudiano. Coursework included classes on visual perception, memory, animal learning/conditioning, neuroethology, developmental neurobiology, motor control, and speech perception. These multidisciplinary courses treated psychological data, neurophysiological data, and mathematical modeling techniques. Ph.D. Thesis: Developed a computational model of visual perception involving harmonic resonance to explain the formation of various visual illusions, and conducted computer simulations of the model to reproduce those illusory phenomena. [16, 17, 18, 19, 20]
B. S., Computer Science. Coursework included image processing and artificial intelligence techniques. I have benefited greatly from Northeastern's co-op program, which gave me early experience as an image processing specialist (see Eikonix Corp. above), which in turn led to an interest in computer vision and artificial intelligence, and eventually to natural intelligence and the mechanism of visual perception.
Advanced Pilot Certificates. Earned commercial pilot, instrument pilot, flight instructor certificate, instrument instructor certificate, and later earned multi-engine, and multi-engine instructor ratings.
Anonymous Reviewer #1 for Lawrence Erlbaum: "Lehar thinks thoughts that no one else I know of is thinking. He integrates epistemological approaches and moves easily among them where others limit themselves to one in opposition to another, and thereby comes to a more inclusive and embracing picture. I know of no other competitive books."
Anonymous Reviewer #2 for Lawrence Erlbaum: "The book is a must read for anyone interested in the human mind. … It is an original contribution of high scholarly level to theoretical psychology and Gestalt psychology, as well as to the philosophy of mind. I do not know of an equal to this one. … As you perhaps have noted, I am very enthusiastic about the book … and I unreservedly recommend it for publication."[2] Lehar S. (2003) The World In Your Head: A Gestalt View of the Mechanism of Conscious Experience. Mahwah NJ: Lawrence Erlbaum Assoc. Information available at...
Philosophical Psychology: "I think it is reasonable to suggest that The World in Your Head is a seminal work that is destined to become a fixture in the conceptual landscape which no one seriously interested in the study of perception can reasonably ignore. It's hypotheses, models, implications, and extensions are likely to influence investigators for decades to come. It is obviously a 'must read' for anyone interested in visual perception..."
Gestalt Theory: "The theory that Lehar presents here is unusually stimulating, and can certainly be seen as the most important contemporary contribution to Gestalt theory and its further development."
Choice (current reviews for academic libraries): "This powerful and inspiring book will fascinate those committed to psychological theory. Summing up: Highly recommended."
[3] Lehar S. (2003) Gestalt Isomorphism and the Primacy of Subjective
Conscious Experience: A Gestalt Bubble Model. Behavioral & Brain
Sciences 26(4) Also available at...
http://cns-alumni.bu.edu/~slehar/webstuff/bubw3/bubw3.html
[4] Lehar S. (2003) Directional Harmonic Theory: A Computational
Gestalt Model to Account for Illusory Contour and Vertex
Formation. Perception 32(4) 423-448. Also available at...
http://cns-alumni.bu.edu/~slehar/webstuff/dirhr1/dirhr1.html
[5] A Cartoon Epistemology: © 2003 available on-line at
http://cns-alumni.bu.edu/~slehar/cartoonepist/cartoonepist.html
[6] Lehar S. (2000) The Dimensions of Conscious Experience: A
Quantitative Phenomenology. Submitted: Journal of Consciousness
Studies April 2001. Available at
http://cns-alumni.bu.edu/~slehar/webstuff/consc/consc.html
[7] Lehar S. (2000) The Function of Conscious Experience: An
Analogical Paradigm for Perception and Behavior. Submitted:
Consciousness & Cognition July 2000. Available at
http://cns-alumni.bu.edu/~slehar/webstuff/consc1/consc1.html
[8] Lehar S. (1999) Computational Implications of Gestalt Theory I: A
Multi-Level Reciprocal Feedback (MLRF) to Model Emergence and
Reification in Visual Processing. Submitted: Cognitive
Psychology. Information available at...
http://cns-alumni.bu.edu/~slehar/webstuff/orivar/orivar1.html
[9] Lehar S. (1999) Computational Implications of Gestalt Theory II: A
Directed Diffusion to Model Collinear Illusory Contour
Formation. Submitted: Cognitive Psychology. Information available
at...
http://cns-alumni.bu.edu/~slehar/webstuff/orivar/orivar2.html
[10] Lehar S. (1999) Harmonic Resonance Theory: An alternative to the
"neuron doctrine" paradigm of neurocomputation to address Gestalt
properties of perception. Submitted: Behavioral & Brain Sciences. Also
available at...
http://cns-alumni.bu.edu/~slehar/webstuff/hr1/hr1.html
[11] Lehar S. (1999) Gestalt Isomorphism and the Quantification of
Spatial Perception. Gestalt Theory 21 (2) 122-139. Also available
at...
http://cns-alumni.bu.edu/~slehar/webstuff/isomorph/isomorph.html
[12] Lehar S. (1998) Gestalt Isomorphism and the Primacy of the
Subjective Experience of Perception. Response to Pessoa L., Thompson
E., & Nöe A. (1998) Finding Out about Filling-In: A Guide to
Perceptual Completion for Visual Science and the Philosophy of
Perception. Behavioral & Brain Sciences 21, 763-764. Also available
at...
http://cns-alumni.bu.edu/~slehar/webstuff/bbs/bbs.html
[13] Lehar S. (1996) "A Gestalt Bubble Model of the Interaction of
Lightness, Brightness, and Form Perception" Submitted: Perception
October 1996. Available at
http://cns-alumni.bu.edu/~slehar/webstuff/percep0/percep0.html
[14] Lehar S. & McLoughlin N. (1996) "Gestalt Isomorphism I: Emergence
and Feedback in the Perception of Lightness, Brightness, and
Illuminance". Submitted: Perception April 1999. Available at
http://cns-alumni.bu.edu/~slehar/webstuff/percep/percep1.html
[15] Lehar S. & McLoughlin N. (1996) "Gestalt Isomorphism II: The
Interaction Between Brightness Perception and Three-Dimensional
Form". Submitted: Perception April 1999. Available at
http://cns-alumni.bu.edu/~slehar/webstuff/percep/percep2.html
[16] Lehar S. (1994) Directed Diffusion and Orientational Harmonics:
Neural Network Models of Long-Range Boundary Completion through
Short-Range Interactions. Ph.D. Thesis, Boston University. Also
available at...
http://cns-alumni.bu.edu/~slehar/webstuff/thesis/thesis.html
[17] Lehar S., (1993) Orientational Harmonic Model for Illusory
Boundary Formation in Biological Vision. Proceedings of the World
Conference on Neural Networks, Portland, vol. I, 76-79. Also appears
as Boston University technical report #CAS/CNS-TR-93-029
[18] Lehar S., (1993) Orientational Harmonic Model for Rotation,
Translation, and Scale Invariant Pattern Representation in Biological
Vision. Proceedings of the World Conference on Neural Networks,
Portland, vol. I, 80-83. Also appears as Boston University technical
report #CAS/CNS-TR-93-030
[19] Lehar S., (1993) Conjunctive Chain Modification to the Boundary
Contour System Neural Vision Model. Proceedings of the World
Conference on Neural Networks, Portland, vol. I, 21-24. Also appears
as Boston University technical report #CAS/CNS-TR-93-028
[20] Lehar S., (1993) A Gestalt Bubble Model of Visuospatial
Perception. Proceedings of the World Conference on Neural Networks,
Portland, vol II, 104-107. Also appears as Boston University technical
report #CAS/CNS-TR-93-027
[21] Worth A., Lehar S., & Kennedy D. N. (1992) A recurrent
cooperative / competitive field for segmentation of magnetic resonance
brain imagery. IEEE Transaction on Knowledge and data Engineering,
4,2, 156-161.
[22] Lehar S., Lesher G. (1992) Xbattle: A Dynamic Distributed Model
of Generalized Military Conflict, Boston University technical report
#CAS/CNS-TR-92-012. Information available at...
[23] Lehar S., Worth A. (1991) Multiple Resonant Boundary Contour
System. Proceedings of the SPIE, Vol. 1469 Applications of Artificial
Neural Networks, Steven K. Rogers (Ed.) pp 50-62.
[24] Lehar S., Howells T, & Smotroff I. (1990) Application of
Grossberg and Mingolla Neural Vision Model to Satellite Weather
Imagery. Proceedings of the International Neural Network Conference,
Paris.
[25] Lehar S. & Worth A. (1990) Application of Boundary Contour System
/ Feature Contour System to Magnetic Resonance Brain Scan
Imagery. Proceedings of the International Joint Conference on Neural
Networks, San Diego, vol I, 435-440.
[26] Lehar S., Worth A., Kennedy D.,(1990) Application of the Boundary
Contour System / Feature Contour System to Magnetic Resonance Brain
Imaging. Proceedings of the Conference on Neural Networks for
Automatic targetRecognition, Wang Institute of Boston University,
p.32.
[27] Smotroff I. G., Howells T. P., & Lehar S. (1990) Meterological
Classification of Satellite Imagery Using Neural Network Data
Fusion. Proceedings of the International Joint Conference on Neural
Networks, San Diego, vol II, 23-28.
[28] Lehar S. (1988) Application of Back Propagation to Long Wave
Infra Red Signature Analysis. Proceedings of the International Neural
Network Society, Boston.
[29] Lehar S. (1988) Analysis of Back Propagation Dynamics using
Graphical Network Representation Scheme. Proceedings of the
International Neural Network Society, Boston.
[30] Lehar S. (1987) Motorcycle Effect in an S-1 Pitts. Sports
Aerobatics, June, 15-16. Also available at...
http://cns-web.bu.edu/pub/xpip/html/xbattle.html
http://cns-alumni.bu.edu/~slehar/webstuff/pitts/pitts.html