Spie Press Book • on saleSmart Imaging Systems
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- Chapter 1. Analysis of Dualband FLIR Imagery for Automatic Target Detection
Lipchen Alex Chan, Sandor Z. Der, Nasser M. Nasrabadi
- 1.1 Introduction / 2
- 1.2 Eigentargets / 5
- 1.3 Multilayer perception / 11
- 1.4 Experimental results / 13
- 1.5 Conclusions /24
- Chapter 2. Optimal Polarimetric Classification of Synthetic Aperture Radar (SAR) targets / 27
- 2.1 Introduction
- 2.2 Polarization diversity
- 2.3 Databases and preliminary experiments
- 2.4 Optimum polarimetric selection
- 2.5 Summary
- Chapter 3. Image Security by Digital Holography / 45
Enrique Tajahuerce, Osamu Matoba, Bahram Javidi
- 3.1 Introduction / 45
- 3.2 Optical encryption with random phase masks: basic theory / 47
- 3.3 Encryption with digital holography / 49
- 3.4 Conclusions / 64
- Chapter 4. Agile Sensing Using Laser-based Systems / 69
Edward A. Watson, Paul F. McManamon, Duane D. Smith
- 4.1 Introduction / 70
- 4.2 Motivation for agile sensing systems / 71
- 4.3 Agile, laser-based sensing system parameters / 76
- 4.4 Sensor component requirements / 83
- Chapter 5. Description and Applications of a CMOS Digital Vision Chip Using General Purpose Processing Elements / 91
- 5.1 Introduction / 92
- 5.2 Difference from competive devices or systems / 94
- 5.3 What is the goal? / 96
- 5.4 Architecture and detail circuits / 97
- 5.5 Chip fabrication / 101
- 5.6 Scalability and future direction / 102
- 5.7 Software / 103
- 5.8 Vision chip system / 104
- 5.9 Vision chip algorithm / 104
- 5.10 Applications / 105
- Chapter 6. Data Compression and Correlation Filtering: A Seamless Approach to Pattern Recognition / 111
Abhijit Mahalanobis, Cindy Daniell.
- 6.1 Integrated implementation / 113
- 6.2 Joint optimization / 116
- 6.3 Wavelet coefficients for pattern recognition / 122
- 6.4 Separable correlation filters / 125
- Chapter 7. Recent Progress in Electro-Optical Three-Dimensional Correlators / 133
Joseph Rosen, Youzhi Li.
- 7.1 Introduction / 133
- 7.2 Three-dimensional correlators / 134
- 7.3 Holograms recorded without interference / 152
- 7.4 Conclusions / 157
- Chapter 8. Robust Image Recognition in the Presence of Noise with Unknown Power Spectrum / 159
Nasser Towghi, Luting Pan, Bahram Javidi.
- 8.1 Introduction / 159
- 8.2 Analysis / 161
- 8.3 Analytic estimates of SNR of nonlinear filters / 162
- 8.4 Robustness of SNRk with respect to variations in bandwidth / 166
- 8.5 Computer simulations / 170
- 8.6 Summary / 181
- Chapter 9. Neural Network-based Image Preprocessor / 183
Michele Banish, Heggere Ranganath, James C. Kirsch, Brian K. Jones.
- 9.1 Introduction / 184
- 9.2 Camera with embedded sensing and region of interest processor / 185
- 9.3 Definition of a neural network and how the pulse-coupled neural network (PCNN) is special / 189
- 9.4 Medical application of the PCNN algorithm / 196
- Chapter 10. Image Processing for Intelligent Transportation Systems: Application to Road Sign Recognition / 207
Elisabet Perez, Bahram Javidi.
- 10.1 Introduction / 208
- 10.2 Principles of pattern recognition / 209
- 10.3 Filtering techniques for distortion-tolerant systems / 212
- 10.4 Scale-invariant road sign recognition system / 214
- 10.5 Illumination-invariant system / 228
- 10.6 Analysis of a video sequence / 228
- 10.7 Summary / 228
- Chapter 11. Interface between Ultrafast Optics and Optical Storage for Ultrafast Data Communication and Processing / 233
Osamu Matoba, Bahram Javidi.
- 11.1 Introduction / 234
- 11.2 Ultrafast data communication / 234
- 11.3 Numerical results / 248
- 11.4 Discussion / 249
- 11.5 Conclusion / 251
Some of the most important applications of optics, optoelectronics, and computers are in image sensing, communications, and processing systems. In the past, most applications of high-speed image processing systems have been for military hardware because of high cost and performance demands. With recent advances in optoelectronic devices, optical components, and computers, imaging systems have become available for many commercial applications. However, progress is needed in the development of smart imaging devices and systems that integrate sensing, storage, and algorithms to provide new capabilities-including high-speed accurate decision making, large-volume image handling, compactness, and low power consumption.
This book presents important recent advances in image sensing and processing systems, image recognition, 3D imaging and processing systems, ultrafast optical networks for image communications, and multidimensional information security systems.
The material is intended for students in information technologies, image processing and optics, as well as workers, researchers, and administrators in the field; it assumes some elementary background in signal processing and optical systems. The book includes contributions from some of the leading researchers in the field and provides both theoretical and practical information on the advances in the field. It covers image processing and recognition algorithms as well as some hardware such as 3D sensors and systems, optical storage, and ultrafast optical networks. A bibliography for each topic is also included to aid the reader. It is a practical book, in that the systems and algorithms presented have good commercial potential and can be implemented with commercially available devices, components, and processors.
I would like to thank the contributors, all of whom I have known for many years and are my friends, for their fine contributions and hard work. I also thank Ms. Sharon Streams, the editor at SPIE Press for her help and advice.
We hope that this book will be useful as a tool to further appreciate and understand a very important field.