CiNii Books - Shape perception in human and computer vision : an interdisciplinary perspective

This comprehensive and authoritative text/reference presents a unique, multidisciplinary perspective on Shape Perception in Human and Computer Vision. Rather than focusing purely on the state of the art, the book provides viewpoints from world-class researchers reflecting broadly on the issues that have shaped the field. Drawing upon many years of experience, each contributor discusses the trends followed and the progress made, in addition to identifying the major challenges that still lie ahead. Topics and features: examines each topic from a range of viewpoints, rather than promoting a specific paradigm; discusses topics on contours, shape hierarchies, shape grammars, shape priors, and 3D shape inference; reviews issues relating to surfaces, invariants, parts, multiple views, learning, simplicity, shape constancy and shape illusions; addresses concepts from the historically separate disciplines of computer vision and human vision using the same "language" and methods.

Table of Contents

The Role of Mid-Level Shape Priors in Perceptual Grouping and Image Abstraction S.J. Dickinson, A. Levinshtein, P. Sala and C. Sminchisescu Symmetry is the Sine Qua Non of Shape Y. Li, T. Sawada, Y. Shi, R.M. Steinman and Z. Pizlo Flux Graphs for 2D Shape Analysis M. Rezanejad and K. Siddiqi An Integrated Bayesian Approach to Shape Representation and Perceptual Organization J. Feldman, M. Singh, E. Briscoe, V. Froyen, S. Kim and J. Wilder Perceptual Organization of Shape J.H. Elder Two-Dimensional Shape as a Mid-Level Vision Gestalt J. Wagemans Shape Priors for Image Segmentation D. Cremers Observations on Shape from Shading in Humans A.J. Schofield, P. Sun and G. Mazzilli Deformations and Lighting D. Jacobs, A. Jorstad and A. Trouve The Shape of Space J. Koenderink and A. van Doorn The Visual Hierarchy Mirage: Seeing Trees in a Graph S.W. Zucker Natural Selection and Shape Perception M. Singh and D.D. Hoffman Shape as an Emergent Property I.H. Jemryn Representing 3D Shape and Location A. Glennerster Joint Registration and Shape Analysis of Curves and Surfaces J. Su, S. Kurtek and A. Srivastava The Statistics of Shape, and Reflectance, and Lighting in Real-World Scenes R.F. Murray Structure vs. Appearance and 3D vs. 2D: A Numeric Answer W. Hu, Z. Si and S-C. Zhu Visual Shape Perception and Representation: Bridging Subsymbolic and Symbolic Coding P.J. Kellman, P. Garrigan and G. Erlikhman 3D Face Reconstruction from Single Two-Tone and Color Images I. Kemelmacher-Shlizerman, R. Basri and B. Nadler Perception and Action without Veridical Metric Reconstruction: An Affine Approach F. Domini and C. Caudek A Stochastic Grammar for Natural Shapes P.F. Felzenszwalb Hard-Wired and Plastic Mechanisms in 3D Shape Perception Q. Zaidi, A. Li, C. Wong, E. Cohen and X. Meng Holistic Shape Recognition: Where-To-Look and How-To-Look J. Shi Shape Processing as Inherently Three-Dimensional C.W. Tyler The Role of Shape in Visual Recognition B. Ommer Human Object Recognition: Appearance vs. Shape I. Biederman Shape-Based Object Discovery in Images S. Todorovic and N. Payet Schema-Driven Influences in Recovering 3D Shape from Motion in Human and Computer Vision T.V. Papathomas and D. DeCarlo Detecting, Representing and Attending to Visual Shape A.J. Rodriguez-Sanchez, G.L. Dudek and J.K. Tsotsos Toward a Dynamical View of Object Perception M.A. Peterson and L. Cacciamani Modeling Shapes with Higher-Order Graphs: Methodology and Applications C. Wang, Y. Zeng, D. Samaras and N. Paragios Multisensory Shape Processing C. Wallraven Shape-Based Instance Detection under Arbitrary Viewpoint E. Hsiao and M. Hebert

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Shape perception in human and computer vision : an interdisciplinary perspective

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