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Shape Perception in Human and Computer Vision

An Interdisciplinary Perspective

Gebonden Engels 2013 2013e druk 9781447151944
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9781447151944
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:502
Uitgever:Springer London
Druk:2013

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Inhoudsopgave

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

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