An introduction to color in three-dimensional image processing and the emerging area of multi-spectral image processingThe importance of color information in digital image processing is greater than ever. However, the transition from scalar to vector-valued image functions has not yet been generally covered in most textbooks. Now, Digital Color Image Processing fills this pressing need with a detailed introduction to this important topic.In four comprehensive sections, this book covers:The fundamentals and requirements for color image processing from a vector-valued viewpointTechniques for preprocessing color imagesThree-dimensional scene analysis using color information, as well as the emerging area of multi-spectral imagingApplications of color image processing, presented via the examination of two case studiesIn addition to introducing readers to important new technologies in the field, Digital Color Image Processing also contains novel topics such as: techniques for improving three-dimensional reconstruction, three-dimensional computer vision, and emerging areas of safety and security applications in luggage inspection and video surveillance of high-security facilities.Complete with full-color illustrations and two applications chapters, Digital Color Image Processing is the only book that covers the breadth of the subject under one convenient cover. It is written at a level that is accessible for first- and second-year graduate students in electrical and computer engineering and computer science courses, and that is also appropriate for researchers who wish to extend their knowledge in the area of color image processing.
Author(s): Andreas Koschan, Mongi Abidi
Edition: 1
Year: 2008
Language: English
Pages: 376
DIGITAL COLOR......Page 2
TABLE OF CONTENTS......Page 6
PREFACE......Page 12
1 INTRODUCTION......Page 15
2. AND COLOR......Page 37
3. COLOR SPACES AND COLOR DISTANCES......Page 50
COLORIMAGE FORMATION......Page 84
5 COLORIMAGE ENHANCEMENT......Page 111
EDGE DETECTION IN COLOR IMAGES......Page 137
COLORIMAGE SEGMENTATION......Page 161
HIGHLIGHTS, INTERREFLECTIONS, AND COLOR CONSTANCY......Page 189
9 STATIC STEREO ANALYSIS IN COLOR IMAGES......Page 230
10 DYNAMIC AND PHOTOMETRIC STEREO ANALYSES IN COLOR IMAGES......Page 264
TRACKING WITH PTZ CAMERAS......Page 277
12 MULTISPECTRAL IMAGING FOR BIOMETRICS......Page 310
13 PSEUDOCOLORING IN SINGLE-ENERGY X-RAY IMAGES......Page 347
INDEX......Page 381