The Resource Object categorization : computer and human vision perspectives, edited by Sven J. Dickinson [and others]

Object categorization : computer and human vision perspectives, edited by Sven J. Dickinson [and others]

Label
Object categorization : computer and human vision perspectives
Title
Object categorization
Title remainder
computer and human vision perspectives
Statement of responsibility
edited by Sven J. Dickinson [and others]
Contributor
Subject
Language
eng
Summary
"This edited volume presents a unique multidisciplinary perspective on the problem of visual object categorization. The result of a series of four highly successful workshops on the topic, the book gathers many of the most distinguished researchers from both computer and human vision to reflect on their experience, identify open problems, and foster a cross-disciplinary discussion with the idea that parallel problems and solutions have arisen in both domains. Twenty-seven of these workshop speakers have contributed chapters, including fourteen from computer vision and thirteen from human vision. Their contributions range from broad perspectives on the problem to more specific approaches, collectively providing important historical context, identifying the major challenges, and presenting recent research results. This multidisciplinary collection is the first of its kind on the topic of object categorization, providing an outstanding context for graduate students and researchers in both computer and human vision"--Provided by publisher
Cataloging source
IDEBK
Dewey number
006.3/7
Illustrations
  • illustrations
  • plates
Index
index present
LC call number
TA1634
LC item number
.O25 2009
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Label
Object categorization : computer and human vision perspectives, edited by Sven J. Dickinson [and others]
Publication
Bibliography note
Includes bibliographical references and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Structural representation of object shape in the brain Charles Connor; 11. Learning hierarchical compositional representations of object structure Sanja Fidler, Marko Boben and Ales Leonardis; 12. Object categorization in man, monkey, and machine: some answers and some open questions Maximilian Riesenhuber; 13. Learning object category modeling, learning, and recognition by stochastic grammar Jake Porway, Benjamin Yao and Song Chun Zhu; 14. The neurophysiology and computational mechanisms of object representation Edmund Rolls; 15. Recognizing visual classes and individual objects by semantic hierarchies Shimon Ullman; 16. early stages of object categorization Pawan Sinha, Benjamin Balas, Yuri Ostrovsky and Jonas Wulff; 17. Towards integration of different paradigms in modeling, representation and learning of visual categories Mario Fritz and Bernt Schiele; 18. Acquisition and breakdown of category-specificity in the ventral visual stream K.-
  • Suzanne Scherf, Marlene Behrmann and Kate Humphreys; 19. Using simple features and relations Marius Leordeanu, Martial Hebert and Rahul Sukthankar; 20. The proactive brain: using memory to anticipate what's next Kestutis Kveraga, Jasmine Boshyan and Moshe Bar; 21. Spatial pyramid matching Svetlana Lazebnik, Cordelia Schmid and Jean Ponce; 22. Perceptual decisions and visual learning in the human brain Zoe Kourtzi; 23. Shapes and shock graphs: from segmented shapes to shapes embedded in images Benjamin Kimia; 24. Correlated structures in natural scenes and their implications on neural learning of prior models for objects and surfaces Tai Sing Lee, Tom Stepleton, Brian Potetz and Jason Samonds; 25. Medial models for recognition Kaleem Siddiqi and Stephen Pizer; 26. Multimodal categorization C. Wallraven and Heinrich Bulthoff; 27. Comparing images of 3-D objects David W. Jacobs
Control code
ocn667005841
Dimensions
unknown
Extent
1 online resource (xv, 536 pages, [48] pages of plates)
Form of item
online
Isbn
9780511635465
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations (some color)
http://library.link/vocab/recordID
.b25955494
Specific material designation
remote
System control number
  • (OCoLC)667005841
  • cbo051163501X

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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