Ebook: Digital Image Processing: Proceedings of the NATO Advanced Study Institute held at Bonas, France, June 23 - July 4, 1980
- Tags: Mathematics general
- Series: NATO Advanced Study Institutes Series 77
- Year: 1981
- Publisher: Springer Netherlands
- Edition: 1
- Language: English
- pdf
This book is the consequence of a NATO ASI held at the Chateau de BONAS, from June 23 to July 4, 1980. It contains the tutorial lectures and some papers presented at the Institute. The book is divided in four sections: Issue.s-, of general interest. Some topics are broader than the proper techniques of image processing, such as complexity, clustering, topology, physiology; but they may be of interest ... Feature detect'ion and evaluation. The first level feature detections are examined: edges and textures. Reorganization and improvement of the results are obtained by relaxation and opti mization process. Cooperative process are examined. Scenes and shapes. concerns higher level problems, and representation of images such as map and line-drawings. Applications in remote sensing, scene analysis, of one or of a sequence of images. It is hoped that this book will serve to update a domain In fast evolution. Acknowledgment: This ASI, and this book, have been made possible by the financial support of the NATO Scientific Affairs Division, and the material support of INRIA and the Institut de Programmation of the Universite P. et M. Curie. vii J. C. Simon and R. M. Haralick (eds.), Digital Image Processing, vii. Copyright © 1981 by D. Reidel Publishing Company. APPLICATION OF COMPLEXITY OF COMPUTATIONS TO SIGNAL PROCESSING S. Winograd IBM Thomas J. Watson Research Center Yorktown Heights, New York, U.S.A.
Content:
Front Matter....Pages i-vii
Application of Complexity of Computations to Signal Processing....Pages 1-17
Clustering in Pattern Recognition....Pages 19-58
Topologies on Discrete Spaces....Pages 59-66
A Model of the Receptive Fields of Mammal Vision....Pages 67-81
Image Coding System Using an Adaptive DPCM....Pages 83-94
Looking for Parallelism in Sequential Algorithm: An Assistance in Hardware Design....Pages 95-103
Finding the Edge....Pages 105-148
Contour Tracing and Encodings of Binary Patterns....Pages 149-153
Optimal Edge Detection in Cellular Textures....Pages 155-176
Restoration of Nuclear Images by a Cross-Spectrum Equalizer Filter....Pages 177-187
Image Texture Analysis Techniques - A Survey....Pages 189-201
Texture Features in Remote Sensing Imagery....Pages 203-210
Two Dimensional Time Series for Textures....Pages 211-229
Segmentation by Shape Discrimination Using Spatial Filtering Techniques....Pages 231-243
Relaxation and Optimization for Stochastic Labelings....Pages 245-257
Cooperation and Visual Information Processing....Pages 259-288
Shape Description....Pages 289-310
Structural Shape Description for Two-Dimensional and Three-Dimensional Shapes....Pages 311-326
Shape Grammar Compilers....Pages 327-336
A Facet Model for Image Data: Regions, Edges, and Texture....Pages 337-356
Patched Image Databases....Pages 357-362
Map and Line-Drawing Processing....Pages 363-382
Digital Image Processing of Remotely Sensed Imagery....Pages 383-437
A Decision Theory and Scene Analysis Based Approach to Remote Sensing....Pages 439-447
Experiments in Schema-Driven Interpretation of a Natural Scene....Pages 449-509
Finding Chromosome Centromeres Using Boundary and Density Information....Pages 511-518
Forensic Writer Recognition....Pages 519-524
Evaluation of Image Sequences: A Look Beyond Applications....Pages 525-560
Automated Image-to-Image Registration, a Way to Multi-Temporal Analysis of Remotely Sensed Data....Pages 561-577
Occlusion in Dynamic Scene Analysis....Pages 579-590
Back Matter....Pages 591-596
Content:
Front Matter....Pages i-vii
Application of Complexity of Computations to Signal Processing....Pages 1-17
Clustering in Pattern Recognition....Pages 19-58
Topologies on Discrete Spaces....Pages 59-66
A Model of the Receptive Fields of Mammal Vision....Pages 67-81
Image Coding System Using an Adaptive DPCM....Pages 83-94
Looking for Parallelism in Sequential Algorithm: An Assistance in Hardware Design....Pages 95-103
Finding the Edge....Pages 105-148
Contour Tracing and Encodings of Binary Patterns....Pages 149-153
Optimal Edge Detection in Cellular Textures....Pages 155-176
Restoration of Nuclear Images by a Cross-Spectrum Equalizer Filter....Pages 177-187
Image Texture Analysis Techniques - A Survey....Pages 189-201
Texture Features in Remote Sensing Imagery....Pages 203-210
Two Dimensional Time Series for Textures....Pages 211-229
Segmentation by Shape Discrimination Using Spatial Filtering Techniques....Pages 231-243
Relaxation and Optimization for Stochastic Labelings....Pages 245-257
Cooperation and Visual Information Processing....Pages 259-288
Shape Description....Pages 289-310
Structural Shape Description for Two-Dimensional and Three-Dimensional Shapes....Pages 311-326
Shape Grammar Compilers....Pages 327-336
A Facet Model for Image Data: Regions, Edges, and Texture....Pages 337-356
Patched Image Databases....Pages 357-362
Map and Line-Drawing Processing....Pages 363-382
Digital Image Processing of Remotely Sensed Imagery....Pages 383-437
A Decision Theory and Scene Analysis Based Approach to Remote Sensing....Pages 439-447
Experiments in Schema-Driven Interpretation of a Natural Scene....Pages 449-509
Finding Chromosome Centromeres Using Boundary and Density Information....Pages 511-518
Forensic Writer Recognition....Pages 519-524
Evaluation of Image Sequences: A Look Beyond Applications....Pages 525-560
Automated Image-to-Image Registration, a Way to Multi-Temporal Analysis of Remotely Sensed Data....Pages 561-577
Occlusion in Dynamic Scene Analysis....Pages 579-590
Back Matter....Pages 591-596
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