Handbook of image and video processing
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| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Amsterdam [u.a.]
Elsevier
2005
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
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| 245 | 1 | 0 | |a Handbook of image and video processing |c ed.: Al Bovik |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a Amsterdam [u.a.] |b Elsevier |c 2005 | |
| 300 | |a XVI, 1372 S. |b Ill., graph. Darst. | ||
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| 500 | |a Includes bibliographical references and index | ||
| 650 | 4 | |a Image processing - Digital techniques | |
| 650 | 4 | |a Video compression | |
| 650 | 4 | |a Image processing |x Digital techniques |v Handbooks, manuals, etc | |
| 650 | 4 | |a Video compression |v Handbooks, manuals, etc | |
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Datensatz im Suchindex
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|---|---|
| DE-BY-TUM_katkey | 1516425 |
| DE-BY-TUM_location | 01 |
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| _version_ | 1820859231169937408 |
| adam_text | Contents
Preface v
Editor vii
Contributors ix
SECTION I Introduction
1.1 Introduction to Digital Image and Video Processing Alan C. Bovik 3
SECTION II Basic Image Processing Techniques
2.1 Basic Gray Level Image Processing Alan C. Bovik 21
2.2 Basic Binary Image Processing Alan C. Bovik 39
2.3 Basic Tools for Image Fourier Analysis Alan C. Bovik 57
2.4 Image Processing Education Utnesh Rajashekar, Alan C. Bovik,
Daniel Sage, Michael Unser, Lina J. Karam, and Reginald L. Lagendijk 73
SECTION III Image and Video Processing
Image and Video Enhancement and Restoration
3.1 Basic Linear Filtering with Application to Image Enhancement Alan C. Bovik and Scott T. Acton. . 99
3.2 Nonlinear Filtering for Image Analysis and Enhancement Gonzalo R. Arce,
Jan Bacca, and Jose L Paredes 109
3.3 Morphological Filtering for Image Enhancement and Feature Detection Petros Maragos 135
3.4 Wavelet Denoising for Image Enhancement Dong Wei, Utnesh Rajashekar,
and Alan C. Bovik 157
3.5 Basic Methods for Image Restoration and Identification
Reginald L. Lagendijk and Jan Biemond 167
3.6 Regularization in Image Restoration and Reconstruction W. Clem Karl 183
3.7 Multichannel Image Recovery Nikolas P. Galatsanos, Miles N. Wernick,
Aggelos K. Katsaggelos, and Rafael Molina 203
3.8 Multi Frame Image Restoration Timothy J. Schulz 219
3.9 Iterative Image Restoration Aggelos K. Katsaggelos and Chun Jen Tsai 235
3.10 Motion Detection and Estimation Janusz Konrad 253
3.11 Video Enhancement and Restoration Reginald L Lagendijk, Peter M.B. van Roosmalen,
Jan Biemond, Andrei Rare§, and Marcel J.T. Reinders 275
Reconstruction from Multiple Images
3.12 Local and Global Stereo Methods Yang Liu and J.K. Aggarwal 297
3.13 Image Sequence Stabilization, Mosaicking, and Superresolution Rama Chellappa,
S. Srinivasan, G. Aggarwal, and A. Veeraraghavan 309
xiii
SECTION IV Image and Video Analysis
Image Representations and Image Models
4.1 Computational Models of Early Human Vision Lawrence K. Cormack 325
4.2 Multiscale Image Decompositions and Wavelets Pierre Moulin 347
4.3 Random Field Models P. Fieguth, and J. Zhang 361
4.4 AM FM Image Models: Fundamental Techniques and Emerging Trends Joseph P. Havlicek,
Peter C. Tay, and Alan C. Bovik 377
4.5 Image Noise Models Charles Boncelet 397
4.6 Color and Multispectral Image Representation and Display H.J. Trussell 411
4.7 Statistical Modeling of Photographic Images Eero P. Simoncelli 431
Image and Video Classifications and Segmentation
4.8 Statistical Methods for Image Segmentation Sridhar Lakshmanan 443
4.9 Multiband Techniques, Texture Classification, and Segmentation B.S. Manjunath, G.M. Haley,
Wei Ying Ma, and S.D. Newsam 455
4.10 Video Segmentation A. Murat Tekalp 471
4.11 2Dand 3D Motion Tracking in Digital Video Georgios Stamou, Michail Krinidis,
Evangelos Loutas, Nikos Nikolaidis, and Ioannis Pitas 491
4.12 Adaptive and Neural Methods for Image Segmentation Joydeep Ghosh 519
Edge and Boundary Detection in Images
4.13 Gradient and Laplacian Edge Detection Phillip A. Mlsna and Jeffrey J. Rodriguez 535
Partial Differential Equation Based Image Processing
4.14 Diffusion Partial Differential Equations for Edge Detection Scott T. Acton 555
4.15 Shape Smoothing and PDEs Frederic Guichard, Lionel Moisan, and Jean Michel Morel 573
4.16 PDEs for Morphological Scale Spaces and Eikonal Applications Petros Maragos 587
4.17 Geometric Active Contours for Image Segmentation Vicent Caselles, Ron Kimmel,
and Guillermo Sapiro 613
Algorithms for Image Processing
4.18 Software for Image and Video Processing K. Clint Slatton and Brian L. Evans 629
SECTION V Image Compression
5.1 Lossless Coding Lina J. Karam 643
5.2 Block Truncation Coding Paul Salama, Martha Saenz, and Edward J. Delp 661
5.3 Fundamentals of Vector Quantization Mohammad A.U. Khan,
and Mark J.T. Smith 673
5.4 Wavelet Image Compression Zixiang Xiong and Kannan Ramchandran 689
5.5 Lossy Image Compression: The JPEG and JPEG2000 Standards
Rashid Ansari, Christine Guillemot, and Nasir Memon 709
5.6 The JPEG Lossless Image Compression Srandards Nasir Memon, Christine Guillemot,
and Rashid Ansari 733
5.7 Multispectral Image Coding Daniel Tretter, Nasir Memon, and Charles Bouman 747
5.8 Recover Methods for Post Processing for Compressed Images
Yongyi Yang, Nikolas P. Galatsanos, and Aggelos K. Katsaggelos 761
xiv
SECTION VI Video Compression
6.1 Basic Concepts and Techniques of Video Coding and the H.261 Standard
Barry Barnett 777
6.2 Interframe Subband/Wavelet Scalable Video Coding John W. Woods, Prison Chen,
Yongjun Wu, and Shih Ta Hsiang 799
6.3 Digital Video Transcoding Shizhong Liu and Alan C. Bovik 819
6.4 MPEG 1 and MPEG 2 Video Standards Supavadee Aramvith and Ming Ting Sun 833
6.5 MPEG 4, H.264/AVC, and MPEG 7: New Standards for the Digital Video Industry
Berna Erol, Adriana Dumitras, Faouzi Kossentini, Anthony Joch, and Gary Sullivan 849
6.6 Embedded Video Codecs Minhua Zhou and Raj Talluri 877
SECTION VII Image and Video Acquisition
7.1 Image Scanning, Sampling, and Interpolation Jan P. Allebach 895
7.2 Video Sampling and Interpolation Eric Dubois 911
SECTION VIII Image and Video Rendering and Assessment
8.1 Image Quantization, Halftoning, and Printing Ping Wah Wong 925
8.2 Perceptual Criteria for Image Quality Evaluation Thrasyvoulos N. Pappas,
Robert J. Safranek, and Junqing Chen 939
8.3 Structural Approaches to Image Quality Assessment Zhou Wang, Alan C. Bovik,
and Eero P. Simoncelli 961
8.4 Information Theoretic Approaches to Image Quality Assessment
Hamid R. Sheikh and Alan C. Bovik 975
SECTION IX Image and Video Storage, Retrieval, and Communication
9.1 Image and Video Indexing and Retrieval Michael A. Smith and Tsuhan Chen 993
9.2 A Unified Framework for Video Summerization Browsing, and Retrieval Ziyou Xiong, Yong Rut,
Regunathan Radhakrishnan, Ajay Divakaran, and Thomas S. Huang 1013
9.3 Video Communication Networks Dan Schonfeld 1031
9.4 Wireless Video Fan Zhai, Yiftach Eisenberg, and Aggelos K. Katsaggelos 1065
9.5 Watermarking Techniques for Image Authentication and Copyright Protection
Anastasios Tefas, Nikos Nikolaidis, and Ioannis Pitas 1083
9.6 Visual Cryptography: The Combinatorial and Halftonning Frameworks Gonzalo Arce,
Giovanni Di Crescenzo, and Zhi Zhou 1111
SECTION X Applications of Image Processing
10.1 Synthetic Aperture Radar Algorithms Ron Goodman and Walter Carrara 1131
10.2 Computed Tomography R.M. Leahy and R. Clackdoyle 1155
10.3 Cardiac Image Processing Joseph M. Reinhardt and William E. Higgins 1175
10.4 Computer Aided Detection and Diagnosis in Mammography Mehul P. Sampat,
Mia K. Markey, and Alan C. Bovik 1195
10.5 Fingerprint Classification and Matching Anil Jain and Sharath Pankanti 1219
xv
10.6 Face Recognition from Still Images and Videos Shaohua Kevin Zhou and Rama Chellappa. . . . 1235
10.7 How Iris Recognition Works John Daugman 1251
10.8 Exploiting Visual Information in Automatic Speech Processing Petar S. Aleksic,
Gerasimos Potamianos, and Aggelos K. Katsaggelos 1263
10.9 Confocal Microscopy Fatima A. Merchant, Keith A. Bartels, Alan C. Bovik, and
Kenneth R. Diller 1291
10.10 Computer Assisted Microscopy Fatima A. Merchant and Kenneth R. Castleman 1311
10.11 Statistical Models for Bayesian Object Recognition Anuj Srivastava,
Michael I. Miller, and Ulf Grenander 1341
Index 1355
xvi
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| language | English |
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| spellingShingle | Handbook of image and video processing Image processing - Digital techniques Video compression Image processing Digital techniques Handbooks, manuals, etc Video compression Handbooks, manuals, etc Videokunst (DE-588)4188229-5 gnd Videobearbeitung (DE-588)4536854-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
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| title | Handbook of image and video processing |
| title_auth | Handbook of image and video processing |
| title_exact_search | Handbook of image and video processing |
| title_full | Handbook of image and video processing ed.: Al Bovik |
| title_fullStr | Handbook of image and video processing ed.: Al Bovik |
| title_full_unstemmed | Handbook of image and video processing ed.: Al Bovik |
| title_short | Handbook of image and video processing |
| title_sort | handbook of image and video processing |
| topic | Image processing - Digital techniques Video compression Image processing Digital techniques Handbooks, manuals, etc Video compression Handbooks, manuals, etc Videokunst (DE-588)4188229-5 gnd Videobearbeitung (DE-588)4536854-5 gnd Bildverarbeitung (DE-588)4006684-8 gnd |
| topic_facet | Image processing - Digital techniques Video compression Image processing Digital techniques Handbooks, manuals, etc Video compression Handbooks, manuals, etc Videokunst Videobearbeitung Bildverarbeitung Aufsatzsammlung |
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