Advances in Image Understanding: A Festschrift for Azriel RosenfeldISBN: 978-0-8186-7644-4
Paperback
362 pages
July 1996, Wiley-IEEE Computer Society Press
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Preface/Introduction (Kevin Bowyer and Narendra Ahuja).
Section 1 -- Segmentation of Images into Regions.
Texture Segregation in Chromatic Element-Arrangement Patterns (Jacob Beck).
Multiresolution GMRF Models for Image Segmentation (Rama Chellappa Anthana Krishnamachari).
Feature Selection for Texture Segmentation (Michael Brady and Zhi-Yan Xie).
A Transform for Multiscale Image Segmentation (Narendra Ahuja).
Image Segmentation Using Clustering (Anil K. Jain and Patrick J. Flynn).
Boundary Encoding Revisited (Herbert Freeman).
Section 2 -- Feature Extraction.
Optimal Edge Detection in Images (Richard J. Qian and Thomas S. Huang).
Metamerism in Complete Sets of Image Operators (Jan J. Koenderink and A.J. van Doorn).
Structural Scales in Computational Vision (Steven W. Zucker).
Propagating Covariance in Computer Vision (Robert M. Haralick).
Section 3 -- 3-D Shape from 2-D images.
Improving the Vision of Magic Eyes: A Guide to Better Autostereograms (A. M. Bruckstein, R. Onn, and T. J. Richardson).
Shape Recovery from Stationary Surface Contours by Controlled Observer Motion (Liangyin Yu and Charles R. Dyer).
Section 4 -- Object Recognition.
Object Recognition Research: Matched Filtering becomes Bayesian Reasoning (Robert Hummel).
Finding and Describing Objects in Complex Images (Michael F. Kelly and Martin D. Levine).
Networks that Learn for Image Understanding (Tomaso Poggio and Kah-Kay Sung).
A Comparative Study of Three Paradigms for Object Recognition--Bayesian Statistics, Neural Networks, and Expert Systems (J. K. Aggarwal, J. Ghosh, D. Nair, and I. Taha).
Section 5 -- Computer Vision Technology in Applications.
Towards 3-D Model-Based Tracking of Humans in Action (D. M. Gavrila and L. S. Davis).
Descriptive and Prescriptive Languages for Mobility Tasks: Are They Different? (R. Bajcsy and H. -H. Nagel).
Computer Vision and Visual Information Retrieval (Ramesh Jain and Amarnath Gupta).
Object-Based and Image-Based Representations of Objects by their Interiors (Hanan Samet).
Section 6 -- Image Understanding in Human and Machine Intelligence.
Perceptual Intelligence (Alex Pentland).
Author Index.
Section 1 -- Segmentation of Images into Regions.
Texture Segregation in Chromatic Element-Arrangement Patterns (Jacob Beck).
Multiresolution GMRF Models for Image Segmentation (Rama Chellappa Anthana Krishnamachari).
Feature Selection for Texture Segmentation (Michael Brady and Zhi-Yan Xie).
A Transform for Multiscale Image Segmentation (Narendra Ahuja).
Image Segmentation Using Clustering (Anil K. Jain and Patrick J. Flynn).
Boundary Encoding Revisited (Herbert Freeman).
Section 2 -- Feature Extraction.
Optimal Edge Detection in Images (Richard J. Qian and Thomas S. Huang).
Metamerism in Complete Sets of Image Operators (Jan J. Koenderink and A.J. van Doorn).
Structural Scales in Computational Vision (Steven W. Zucker).
Propagating Covariance in Computer Vision (Robert M. Haralick).
Section 3 -- 3-D Shape from 2-D images.
Improving the Vision of Magic Eyes: A Guide to Better Autostereograms (A. M. Bruckstein, R. Onn, and T. J. Richardson).
Shape Recovery from Stationary Surface Contours by Controlled Observer Motion (Liangyin Yu and Charles R. Dyer).
Section 4 -- Object Recognition.
Object Recognition Research: Matched Filtering becomes Bayesian Reasoning (Robert Hummel).
Finding and Describing Objects in Complex Images (Michael F. Kelly and Martin D. Levine).
Networks that Learn for Image Understanding (Tomaso Poggio and Kah-Kay Sung).
A Comparative Study of Three Paradigms for Object Recognition--Bayesian Statistics, Neural Networks, and Expert Systems (J. K. Aggarwal, J. Ghosh, D. Nair, and I. Taha).
Section 5 -- Computer Vision Technology in Applications.
Towards 3-D Model-Based Tracking of Humans in Action (D. M. Gavrila and L. S. Davis).
Descriptive and Prescriptive Languages for Mobility Tasks: Are They Different? (R. Bajcsy and H. -H. Nagel).
Computer Vision and Visual Information Retrieval (Ramesh Jain and Amarnath Gupta).
Object-Based and Image-Based Representations of Objects by their Interiors (Hanan Samet).
Section 6 -- Image Understanding in Human and Machine Intelligence.
Perceptual Intelligence (Alex Pentland).
Author Index.
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