Computational Models of Visual Processing

Michael S. Landy, J. Anthony Movshon (Herausgeber)

Buch | Hardcover

406 Seiten

1991
MIT Press (Verlag)
978-0-262-12155-2 (ISBN)

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The more than twenty contributions in this book, all new and previously unpublished, provide an up-to-date survey of contemporary research on computational modeling of the visual system. The approaches represented range from neurophysiology to psychophysics, and from retinal function to the analysis of visual cues to motion, color, texture, and depth. The contributions are linked thematically by a consistent consideration of the links between empirical data and computational models in the study of visual function.An introductory chapter by Edward Adelson and James Bergen gives a new and elegant formalization of the elements of early vision. Subsequent sections treat receptors and sampling, models of neural function, detection and discrimination, color and shading, motion and texture, and 3D shape. Each section is introduced by a brief topical review and summary.Michael S. Landy is Associate Professor of Psychology at New York University where J. Anthony Movshon is Professor of Neural Science and Psychology and Director of the Center for Neural Science.Contributors: Edward H. Adelson. Albert J. Ahumada, Jr., James R. Bergen. David G. Birch. David H. Brainard. Heinrich H. Bulthoff.
Charles Chubb. Nancy J. Coletta. Michael D'Zmura. John P. Frisby. Norma Graham. Norberto M. Grzywacz. P. William Haake. Michael J. Hawken. David J. Heeger. Donald C. Hood. Elizabeth B. Johnston. Daniel Kersten. Michael S. Landy. Peter Lennie. J. Stephen Mansfield. J. Anthony Movshon. Jacob Nachmias. Andrew J. Parker. Denis G. Pelli. Stephen B. Pollard. R. Clay Reid. Robert Shapley. Carlo L. M. Tiana. Brian A. Wandell. Andrew B. Watson. David R. Williams. Hugh R. Wilson. Yuede. Yang. Alan L. Yuille.

Part 1 The task of vision: the plenoptic function and the elements of early vision, Edward H.Adelson and James R.Bergen. Part 2 Receptors and sampling: learning receptor positions, Albert J.Ahumada, Jr; a model of aliasing in extrafoveal human vision, Carlo L.M.Tiana et al; models of human rod receptors and the ERG, Donald C.Hood and Davic G.Birch. Part 3 Models of neural function: the design of chromatically opponent receptive fields, Peter Lennie et al; spatial receptive field organization in monkey V1 and its relationship to the cone mosaic, Michael J.Hawken and Andrew J.Parker; neural contrast sensitivity, Andrew B.Watson; spatiotemporal receptive fields and direction selectivity, Robert Shapley et al; nonlinear model of neural responses in cat visual cortex, David J.Heeger. Part 4 Detection and discrimination: a template matching model of subthreshold summation, Jacob Nachmias; noise in the visual system may be early, Denis G.Pelli; pattern discrimination, visual filters and spatial sampling irregularity, Hugh R.Wilson. Part 5 Color and shading: a bilinear model of the illuminant's effect on color appearance, David H.Brainard and Brian A.Wandell; shading ambiguity - reflectance and illumination, Michael D'Zumara; transparency and the cooperative computation of scene attributes, Daniel Kersten. Part 6 Motion and texture: theories for the visual perception of local velocity and coherent motion, Norberto M.Grzywacz and Alan L.Yuille; computational modeling of visual texture segregation, James R.Bergen and Michael S.Landy; complex channels, early local nonlinearities, and normalization in texture segregation, Norma Graham; orthogonal distribution analysis - a new approach to the study of texture perception, Charles Chubb and Michael S.Landy. Part 7 3D Shape: shape from X - psychophysics and computation, Heinrich H.Bulthoff; computational issues in solving the stereo correspondence problem, John P.Frisby and Stephen B.Pollard; stereo, surfaces, and shape, Andrew J.Parker et al.

Erscheint lt. Verlag	13.12.1991
Reihe/Serie	Bradford Books
Zusatzinfo	248
Verlagsort	Cambridge, Mass.
Sprache	englisch
Maße	221 x 257 mm
Gewicht	1248 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Naturwissenschaften ► Biologie ► Humanbiologie
	Naturwissenschaften ► Biologie ► Zoologie
ISBN-10	0-262-12155-7 / 0262121557
ISBN-13	978-0-262-12155-2 / 9780262121552
Zustand	Neuware