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Full Description
In recent years, Moore's law has fostered the steady growth of the field of digital image processing, though the computational complexity remains a problem for most of the digital image processing applications. In parallel, the research domain of optical image processing has matured, potentially bypassing the problems digital approaches were suffering and bringing new applications. The advancement of technology calls for applications and knowledge at the intersection of both areas but there is a clear knowledge gap between the digital signal processing and the optical processing communities. This book covers the fundamental basis of the optical and image processing techniques by integrating contributions from both optical and digital research communities to solve current application bottlenecks, and give rise to new applications and solutions. Besides focusing on joint research, it also aims at disseminating the knowledge existing in both domains. Applications covered include image restoration, medical imaging, surveillance, holography, etc...
"a very good book that deserves to be on the bookshelf of a serious student or scientist working in these areas."
Source: Optics and Photonics News
Contents
Preface XXIX
List of Contributors XXXIX
Color Plates LI
1 Fundamentals of Optics 1
Ting-Chung Poon and Jung-Ping Liu
2 Fundamentals of Photonics 25
Erik Stijns and Hugo Thienpont
3 Basics of Information Theory 49
Michal Dobes
4 Fundamentals of Image Processing 71
Vaclav Hlavac
5 Joint Spatial/Spatial-Frequency Representations 97
Gabriel Cristobal, Salvador Gabarda, and Leon Cohen
6 Splines in Biomedical Image Processing 119
Slavica Jonic and Carlos Oscar Sanchez Sorzano
7 Wavelets 135
Ann Dooms and Ingrid Daubechies
8 Scale-Space Representations for Gray-Scale and Color Images 155
Iris U. Vanhamel, Ioannis Pratikakis, and Hichem Sahli
9 Spatial Light Modulators (SLMs) 179
Philip M. Birch, Rupert Young, and Chris Chatwin
10 Holographic Visualization of 3D Data 201
Pierre-Alexandre Blanche
11 Holographic Data Storage Technology 227
Kevin Curtis, Lisa Dhar, and Pierre-Alexandre Blanche
12 Phase-Space Rotators and their Applications in Optics 251
Jose A. Rodrigo, Tatiana Alieva, and Martin J. Bastiaans
13 Microscopic Imaging 273
Gloria Bueno, Oscar Deniz, Roberto Gonzalez-Morales, Juan Vidal, and Jesus Salido
14 Adaptive Optics in Microscopy 295
Martin J. Booth
15 Aperture Synthesis and Astronomical Image Formation 323
Anna Scaife
16 Display and Projection 345
Tom Kimpe, Patrick Candry, and Peter Janssens
17 3D Displays 369
Janusz Konrad
18 Linking Analog and Digital Image Processing 397
Leonid P. Yaroslavsky
19 Visual Perception and Quality Assessment 419
Anush K. Moorthy, Zhou Wang, and Alan C. Bovik
20 Digital Image and Video Compression 441
Joeri Barbarien, Adrian Munteanu, and Peter Schelkens
21 Optical Compression Scheme to Simultaneously Multiplex and Encode Images 463
Ayman Alfalou, Ali Mansour, Marwa Elbouz, and Christian Brosseau
22 Compressive Optical Imaging: Architectures and Algorithms 485
Roummel F. Marcia, Rebecca M. Willett, and Zachary T. Harmany
23 Compressed Sensing: "When Sparsity Meets Sampling" 507
Laurent Jacques and Pierre Vandergheynst
24 Blind Deconvolution Imaging 529
Filip Sroubek and Michal Sorel
25 Optics and Deconvolution: Wavefront Sensing 549
Justo Arines and Salvador Bara
26 Image Restoration and Applications in Biomedical Processing 571
Filip Rooms, Bart Goossens, Aleksandra Pizurica, and Wilfried Philips
27 Optical and Geometrical Super-Resolution 593
Javier Garcia Monreal
28 Super-Resolution Image Reconstruction considering Inaccurate Subpixel Motion Information 613
Jongseong Choi and Moon Gi Kang
29 Image Analysis: Intermediate-Level Vision 643
Jan Cornelis, Aneta Markova, and Rudi Deklerck
30 Hybrid Digital-Optical Correlator for ATR 667
Tien-Hsin Chao and Thomas Lu
31 Theory and Application of Multispectral Fluorescence Tomography 695
Rosy Favicchio, Giannis Zacharakis, Anikitos Garofalakis, and Jorge Ripoll
32 Biomedical Imaging Based on Vibrational Spectroscopy 717
Christoph Krafft, Benjamin Dietzek, and Jurgen Popp
33 Optical Data Encryption 739
Maria Sagrario Millan Garci-Varela and Elisabet Perez-Cabre
34 Quantum Encryption 769
Bing Qi, Li Qian, and Hoi-Kwong Lo
35 Phase-Space Tomography of Optical Beams 789
Tatiana Alieva, Alejandro Camara, Jose A. Rodrigo, and Maria L. Calvo
36 Human Face Recognition and Image Statistics using Matlab 809
Matthias S. Keil
37 Image Processing for Spacecraft Optical Navigation 833
Michael A. Paluszek and Pradeep Bhatta
38 ImageJ for Medical Microscopy Image Processing: An Introduction to Macro Development for Batch Processing 859
Tony Collins
Appendix 38.A: Analyzing a Single Image 872
Appendix 38.B: Including Intensity Measurements 873
Appendix 38.C: Making a Function 873
Appendix 38.D: Batch Processing a Folder 873
Appendix 38.E: Adding a Dialog and Batch Processing a Folder 874
Appendix 38.F: Batch Processing Subfolders 875
References 877
Index 879
