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Tables of Contents for Soft Computing for Image Processing
Chapter/Section Title
Page #
Page Count
Foreword
vii
Preface
ix
Soft Computing and Image Analysis: Features, Relevance and Hybridization
1
22
S. K. Pal
A. Ghosh
M. K. Kundu
Part 1. Preprocessing and Feature Extraction
Image Filtering Using Evolutionary Neural Fuzzy Systems
23
21
F. Russo
Edge Extraction Using Fuzzy Reasoning
44
35
T. Law
K. Yamada
D. Shibata
T. Nakamura
L. He
H. Itoh
Image Compression and Edge Extraction Using Fractal Technique and Genetic Algorithm
79
22
S. K. Mitra
C. A. Murthy
M. K. Kundu
Adaptive Clustering for Efficient Segmentation and Vector Quantization of Images
101
29
S. Mitra
R. Castellanos
S.-Y. Yang
S. Pemmaraju
On Fuzzy Thresholding of Remotely Sensed Images
130
32
B. Uma Shankar
A. Ghosh
S. K. Pal
Image Compression Using Pixel Neural Networks
162
21
W. Skarbek
Genetic Algorithm and Fuzzy Reasoning for Digital Image Compression Using Triangular Plane Patches
183
22
L. He
Y. Chao
T. Nakamura
H. Itoh
Compression of Digital Mammograms Using Wavelets and Fuzzy Algorithms for Learning Vector Quantization
205
41
N. B. Karayiannis
T. C. Wang
Soft Computing and Image Analysis
246
14
V. D. Gesu
Fuzzy Interpretation of Image Data
260
39
J. H. Han
T. Y. Kim
L. T. Koczy
Part 2. Classification
New Pattern Recognition Tools Based on Fuzzy Logic for Image Understanding
299
19
M. Grabisch
Adaptive, Evolving, Hybrid Connectionist Systems for Image Pattern Recognition
318
19
N. K. Kasabov
S. I. Israel
B. J. Woodford
Neuro-Fuzzy Computing: Structure, Performance Measure and Applications
337
38
P. A. Stadter
N. K. Bose
Knowledge Reuse Mechanisms for Categorizing Related Image Sets
375
26
K. D. Bollacker
J. Ghosh
Symbolic Data Analysis for Image Processing
401
30
K. C. Gowda
P. Nagabhushan
H. N. Srikanta Prakash
Part 3. Applications
The Use of Artificial Neural Networks for Automatic Target Recognition
431
42
N. M. Nasrabadi
S. Der
L.-C. Wang
S. Rizvi
A. Chan
Hybrid Systems for Facial Analysis and Processing Tasks
473
34
S. Gutta
H. Wechsler
Handwritten Digit Recognition Using Soft Computing Tools
507
18
V. Susheela Devi
M. Narasimha Murty
Neural Systems for Motion Analysis: Single Neuron and Network Approaches
525
27
T. L. Huntsberger
J. R. Rose
D. Girard
Motion Estimation and Compensation with Neural Fuzzy Systems
552
37
H. M. Kim
B. Kosko
About the Editors
589