Image recognition and classification : algorithms, systems, and applications / edited by Bahram Javidi.

Format:

Book

Contributor:

Javidi, Bahram.

Series:

Optical engineering (Marcel Dekker, Inc.) ; 78.

Optical engineering ; 78

Language:

English

Subjects (All):

Optical pattern recognition.

Image processing.

Optical detectors.

Physical Description:

xii, 506 pages : illustrations ; 24 cm.

Place of Publication:

New York : Marcel Dekker, [2002]

Contents:

Part I Aided Target Recognition

1. Neural-Based Target Detectors for Multiband Infrared Imagery / Lipchen Alex Chan, Sandor Z. Der, Nasser M. Nasrabadi 1

2. Passive Infrared Automatic Target Discrimination / Firooz Sadjadi 37

3. Recognizing Objects in SAR Images / Bir Bhanu, Grinnell Jones III 61

4. Edge Detection and Location in SAR Images: Contribution of Statistical Deformable Models / Olivier Germain, Philippe Refregier 101

5. View-Based Recognition of Military Vehicles in Ladar Imagery Using CAD Model Matching / Sandor Z. Der, Qinfen Zheng, Brian Redman, Rama Chellappa, Hesham Mahmoud 151

6. Distortion-Invariant Minimum Mean Squared Error Filtering Algorithm for Pattern Recognition / Francis Chan, Bahram Javidi 189

Part II Three-Dimensional Image Recognition

7. Electro-Optical Correlators for Three-Dimensional Pattern Recognition / Joseph Rosen 217

8. Three-Dimensional Object Recognition by Means of Digital Holography / Enrique Tajahuerce, Osamu Matoba, Bahram Javidi 249

Part III Nonlinear Distortion-Tolerant Image Recognition Systems

9. A Distortion-Tolerant Image Recognition Receiver Using a Multihypothesis Method / Sherif Kishk, Bahram Javidi 279

10. Correlation Pattern Recognition: An Optimum Approach / Abhijit Mahalanobis 295

11. Optimum Nonlinear Filter for Detecting Noisy Distorted Targets / Seung Hyun Hong, Bahram Javidi 323

12. I[subscript p]-Norm Optimum Distortion-Tolerant Filter for Image Recognition / Luting Pan, Bahram Javidi 349

Part IV Commercial Applications of Image Recognition Systems

13. Image-Based Face Recognition: Issues and Methods / Wen-Yi Zhao, Rama Chellappa 375

14. Image Processing Techniques for Automatic Road Sign Identification and Tracking / Elisabet Perez, Bahram Javidi 403

15. Development of Pattern Recognition Tools Based on the Automatic Spatial Frequency Selection Algorithm in View of Actual Applications / Christophe Minetti, Frank Dubois 427.

Notes:

Includes bibliographical references and index.

ISBN:

0824707834

OCLC:

49875226