Holdings: Multidimensional signal, image, and video processing and coding

Multidimensional signal, image, and video processing and coding:

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Bibliographic Details
Main Author:	Woods, John (Author)
Format:	Book
Language:	English
Published:	Amsterdam [u.a.] Elsevier 2006
Subjects:	Image processing > Digital techniques Signal processing > Digital techniques Digitaltechnik Datenkompression Digitale Videotechnik Mehrdimensionale Bildverarbeitung Mehrdimensionale Signalverarbeitung
Online Access:	Inhaltsverzeichnis Inhaltsverzeichnis
Physical Description:	XV, 493 S. Ill., graph. Darst. 1 CD-ROM (12 cm)
ISBN:	0120885166 9780120885169

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MARC


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Record in the Search Index

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adam_text	MULTIDIMENSIONAL SIGNAL, IMAGE, AND VIDEO PROCESSING AND CODING JOHN W. WOODS RENSSELAER POLYTECHNIC INSTITUTE TROY, NEW YORK ELSEVIER AMSTERDAM * BOSTON * HEIDELBERG * LONDON NEW YORK * OXFORD * PARIS * SAN DIEGO SAN FRANCISCO * SINGAPORE * SYDNEY * TOKYO ACADEMIC PRESS IS AN IMPRINT OF ELSEVIER ACADEMIC PRESS CONTENTS PREFACE XIII ACKNOWLEDGMENTS XVII 1 TWO-DIMENSIONAL SIGNALS AND SYSTEMS 1 1.1 TWO-DIMENSIONAL SIGNALS 2 1.1.1 SEPARABLE SIGNALS 6 1.1.2 PERIODIC SIGNALS 7 1.1.3 2-D DISCRETE-SPACE SYSTEMS 9 1.1.4 TWO-DIMENSIONAL CONVOLUTION 11 1.1.5 STABILITY OF 2-D SYSTEMS 13 1.2 2-D DISCRETE-SPACE FOURIER TRANSFORM 14 1.2.1 INVERSE 2-D FOURIER TRANSFORM 18 1.2.2 FOURIER TRANSFORM OF 2-D OR SPATIAL CONVOLUTION 19 1.2.3 SYMMETRY PROPERTIES OF FOURIER TRANSFORM 26 1.2.4 CONTINUOUS-SPACE FOURIER TRANSFORM 28 1.3 CONCLUSIONS 31 1.4 PROBLEMS 31 REFERENCES 33 2 SAMPLING IN TWO DIMENSIONS 35 2.1 SAMPLING THEOREMRECTANGULAR CASE 36 2.1.1 RECONSTRUCTION FORMULA 40 2.1.2 IDEAL RECTANGULAR SAMPLING 43 2.2 SAMPLING THEOREMGENERAL REGULAR CASE 48 2.2.1 HEXAGONAL RECONSTRUCTION FORMULA 52 2.3 CHANGE OF SAMPLE RATE 57 2.3.1 DOWNSAMPLING BY INTEGERS MI X MI 57 2.3.2 IDEAL DECIMATION 58 2.3.3 UPSAMPLING BY INTEGERS L X L2 61 2.3.4 IDEAL INTERPOLATION 62 2.4 SAMPLE-RATE CHANGE*GENERAL CASE 64 2.4.1 GENERAL DOWNSAMPLING 64 VI CONTENTS 2.5 CONCLUSIONS 66 2.6 PROBLEMS 66 REFERENCES 70 TWO-DIMENSIONAL SYSTEMS AND Z-TRANSFORMS 71 3.1 LINEAR SPATIAL OR 2-D SYSTEMS 72 3.2 Z-TRANSFORMS 76 3.3 REGIONS OF CONVERGENCE 79 3.3.1 MORE GENERAL CASE 82 3.4 SOME Z-TRANSFORM PROPERTIES 83 3.4.1 LINEAR MAPPING OF VARIABLES 84 3.4.2 INVERSE Z-TRANSFORM 85 3.5 2-D FILTER STABILITY 89 3.5.1 FIRST-QUADRANT SUPPORT 91 3.5.2 SECOND-QUADRANT SUPPORT 91 3.5.3 ROOT MAPS 96 3.5.4 STABILITY CRITERIA FOR NSHP SUPPORT FILTERS 3.6 CONCLUSIONS 100 3.7 PROBLEMS 101 REFERENCES 103 4 TWO-DIMENSIONAL DISCRETE TRANSFORMS 105 4.1 DISCRETE FOURIER SERIES 106 4.1.1 PROPERTIES OF THE DFS TRANSFORM 109 4.1.2 PERIODIC CONVOLUTION 111 4.1.3 SHIFTING OR DELAY PROPERTY 112 4.2 DISCRETE FOURIER TRANSFORM 113 4.2.1 DFT PROPERTIES 115 4.2.2 RELATION OF DFT TO FOURIER TRANSFORM 120 4.2.3 EFFECT OF SAMPLING IN FREQUENCY 121 4.2.4 INTERPOLATING THE DFT 122 4.3 2-D DISCRETE COSINE TRANSFORM 123 4.3.1 REVIEW OF 1-D DCT 125 4.3.2 SOME 1-D DCT PROPERTIES 128 4.3.3 SYMMETRIC EXTENSION IN 2-D DCT 131 4.4 SUBBAND/WAVELET TRANSFORM (SWT) 132 4.4.1 IDEAL FILTER CASE 132 4.4.2 1-D SWT WITH FINITE-ORDER FILTER 135 4.4.3 2-D SWT WITH FIR FILTERS 137 4.4.4 RELATION OF SWT TO DCT 138 4.4.5 RELATION OF SWT TO WAVELETS 138 CONTENTS VII 4.5 FAST TRANSFORM ALGORITHMS 140 4.5.1 FAST DFT ALGORITHM 140 4.5.2 FAST DCT METHODS 141 4.6 SECTIONED CONVOLUTION METHODS 142 4.7 CONCLUSIONS 143 4.8 PROBLEMS 144 REFERENCES 147 5 TWO-DIMENSIONAL FILTER DESIGN 149 5.1 FIR FILTER DESIGN 150 5.1.1 FIR WINDOW FUNCTION DESIGN 150 5.1.2 DESIGN BY TRANSFORMATION OF 1-D FILTER 156 5.1.3 PROJECTION-ONTO-CONVEX-SETS METHOD 161 5.2 IIR FILTER DESIGN 165 5.2.1 2-D RECURSIVE FILTER DESIGN 165 5.2.2 FULLY RECURSIVE FILTER DESIGN 171 5.3 SUBBAND/WAVELET FILTER DESIGN 174 5.3.1 WAVELET (BIORTHOGONAL) FILTER DESIGN METHOD 178 5.4 CONCLUSIONS 182 5.5 PROBLEMS 182 REFERENCES 187 6 INTRODUCTORY IMAGE PROCESSING 189 6.1 LIGHT AND LUMINANCE 190 6.2 STILL IMAGE VISUAL PROPERTIES 194 6.2.1 WEBER S LAW 195 6.2.2 CONTRAST SENSITIVITY FUNCTION 196 6.2.3 LOCAL CONTRAST ADAPTATION 198 6.3 TIME-VARIANT HUMAN VISUAL SYSTEM PROPERTIES 199 6.4 IMAGE SENSORS 201 6.4.1 ELECTRONIC 201 6.4.2 FILM 203 6.5 IMAGE AND VIDEO DISPLAY 204 6.5.1 GAMMA 205 6.6 SIMPLE IMAGE PROCESSING FILTERS 206 6.6.1 BOX FILTER 206 6.6.2 GAUSSIAN FILTER 207 6.6.3 PREWITT OPERATOR 208 6.6.4 SOBEL OPERATOR 208 6.6.5 LAPLACIAN FILTER 209 VIII CONTENTS 6.7 CONCLUSIONS 211 6.8 PROBLEMS 211 REFERENCES 213 7 IMAGE ESTIMATION AND RESTORATION 215 7.1 2-D RANDOM FIELDS 216 7.1.1 FILTERING A 2-D RANDOM FIELD 218 7.1.2 AUTOREGRESSIVE RANDOM SIGNAL MODELS 222 7.2 ESTIMATION FOR RANDOM FIELDS 224 7.2.1 INFINITE OBSERVATION DOMAIN 225 7.3 2-D RECURSIVE ESTIMATION 229 7.3.1 1-D KALMAN FILTER 229 7.3.2 2-D KALMAN FILTERING 233 7.3.3 REDUCED UPDATE KALMAN FILTER 235 7.3.4 APPROXIMATE RUKF 236 7.3.5 STEADY-STATE RUKF 236 7.3.6 LSI ESTIMATION AND RESTORATION EXAMPLES WITH RUKF 237 7.4 INHOMOGENEOUS GAUSSIAN ESTIMATION 241 7.4.1 INHOMOGENEOUS ESTIMATION WITH RUKF 243 7.5 ESTIMATION IN THE SUBBAND/WAVELET DOMAIN 244 7.6 BAYESIAN AND MAP ESTIMATION 248 7.6.1 GAUSS MARKOV IMAGE MODELS 249 7.6.2 SIMULATED ANNEALING 253 7.7 IMAGE IDENTIFICATION AND RESTORATION 257 7.7.1 EXPECTATION-MAXIMIZATION ALGORITHM APPROACH 258 7.7.2 EM METHOD IN THE SUBBAND/WAVELET DOMAIN 262 7.8 COLOR IMAGE PROCESSING 263 7.9 CONCLUSIONS 263 7.10 PROBLEMS 263 REFERENCES 266 8 DIGITAL IMAGE COMPRESSION 269 8.1 INTRODUCTION 270 8.2 TRANSFORMATION 272 8.2.1 DCT 272 8.2.2 SWT 274 8.2.3 DPCM 275 8.3 QUANTIZATION 276 8.3.1 UNIFORM QUANTIZATION 278 8.3.2 OPTIMAL MSE QUANTIZATION 278
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discipline	Informatik Elektrotechnik / Elektronik / Nachrichtentechnik
format	Book
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spelling	Woods, John Verfasser aut Multidimensional signal, image, and video processing and coding John W. Woods Amsterdam [u.a.] Elsevier 2006 XV, 493 S. Ill., graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Image processing Digital techniques Signal processing Digital techniques Digitaltechnik (DE-588)4012303-0 gnd rswk-swf Datenkompression (DE-588)4121121-2 gnd rswk-swf Digitale Videotechnik (DE-588)4274176-2 gnd rswk-swf Mehrdimensionale Bildverarbeitung (DE-588)4270291-4 gnd rswk-swf Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 gnd rswk-swf Digitaltechnik (DE-588)4012303-0 s Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 s DE-604 Mehrdimensionale Bildverarbeitung (DE-588)4270291-4 s Datenkompression (DE-588)4121121-2 s Digitale Videotechnik (DE-588)4274176-2 s http://www.gbv.de/dms/ilmenau/toc/505273586.PDF lizenzfrei Inhaltsverzeichnis HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017241409&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Woods, John Multidimensional signal, image, and video processing and coding Image processing Digital techniques Signal processing Digital techniques Digitaltechnik (DE-588)4012303-0 gnd Datenkompression (DE-588)4121121-2 gnd Digitale Videotechnik (DE-588)4274176-2 gnd Mehrdimensionale Bildverarbeitung (DE-588)4270291-4 gnd Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 gnd
subject_GND	(DE-588)4012303-0 (DE-588)4121121-2 (DE-588)4274176-2 (DE-588)4270291-4 (DE-588)4270290-2
title	Multidimensional signal, image, and video processing and coding
title_auth	Multidimensional signal, image, and video processing and coding
title_exact_search	Multidimensional signal, image, and video processing and coding
title_full	Multidimensional signal, image, and video processing and coding John W. Woods
title_fullStr	Multidimensional signal, image, and video processing and coding John W. Woods
title_full_unstemmed	Multidimensional signal, image, and video processing and coding John W. Woods
title_short	Multidimensional signal, image, and video processing and coding
title_sort	multidimensional signal image and video processing and coding
topic	Image processing Digital techniques Signal processing Digital techniques Digitaltechnik (DE-588)4012303-0 gnd Datenkompression (DE-588)4121121-2 gnd Digitale Videotechnik (DE-588)4274176-2 gnd Mehrdimensionale Bildverarbeitung (DE-588)4270291-4 gnd Mehrdimensionale Signalverarbeitung (DE-588)4270290-2 gnd
topic_facet	Image processing Digital techniques Signal processing Digital techniques Digitaltechnik Datenkompression Digitale Videotechnik Mehrdimensionale Bildverarbeitung Mehrdimensionale Signalverarbeitung
url	http://www.gbv.de/dms/ilmenau/toc/505273586.PDF http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=017241409&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT woodsjohn multidimensionalsignalimageandvideoprocessingandcoding

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