Advances in Image Understanding: A Festschrift for Azriel RosenfeldKevin W. Bowyer, Narendra Ahuja This volume of original papers has been assembled to honor Azriel Rosenfeld, a dominant figure in the field of computer vision and image processing for over 30 years. Over this period he has made many fundamental and pioneering contributions to nearly every area in this field. Azriel Rosenfeld wrote the first textbook in the field in 1969 and was the founding editor of its first journal in 1972. The contributions in this book illustrate the change that have occurred in dealing with crucial research problems and the methodologies employed to solve them. The 22 papers specifically written for this text are by only a handful of researchers who have known and worked with Azriel over the years. These papers address five major themes: image segmentation, feature extraction, 3D shape estimation from 2D images, object recognition, and applications technologies. |
Contents
Feature Selection for Texture Segmentation | 28 |
A Transform for Multiscale Image Segmentation | 45 |
Image Segmentation Using Clustering | 65 |
Copyright | |
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Common terms and phrases
2D edge A-R-set algorithm Analysis and Machine annular applications approach approximation associated autostereogram background Bayesian blob blocks boundary cells classification clustering complex component Computer Vision contrast corresponding covariance covariance matrix curvature curve decomposition defined direction domain edge detection element-arrangement patterns estimate example extracted Figure Frenet frame Gaussian geometric geometric hashing given GMRF IEEE IEEE Trans Image Processing image segmentation input Jain location in space luminance Machine Intelligence maneuver Markov Random Fields matched filtering medial axis methods multiresolution multiscale neural networks nodes noise normal object recognition observer obtained occluding contours optimal osculating plane parameters Pattern Analysis Pattern Recognition perceived segregation perceptual performance pixel pose problem Proc properties Qedge quadtree query region representation resolution Rosenfeld sample scale space scene Section spatial squares stationary contours statistical symmetry techniques texture segmentation values vector views visual wavelet transform