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Home > Technology > Imaging Systems > Digital Color Image Processing
Digital Color Image Processing
by Koschan, Andreas
 
 
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Digital Color Image Processing

An introduction to color in three-dimensional image processing and the emerging area of multi-spectral image processing

The 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 viewpoint

  • Techniques for preprocessing color images

  • Three-dimensional scene analysis using color information, as well as the emerging area of multi-spectral imaging

  • Applications of color image processing, presented via the examination of two case studies

In 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.



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Title of ebook: Digital Color Image Processing
ISBN: 9780470230350
parent-ISBN: 9780470147085
Publisher: Wiley-Interscience
Internet download file size: 43215 kb
Pages: 376
Published: 04-2008
Released online for download: 04-30-2008
Author of eBook: Koschan, Andreas
Author: Abidi, Mongi A.
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Digital Color Image Processing


Chapter One

INTRODUCTION

In our daily life, our vision and actions are influenced by an abundance of geometry and color information. When crossing a street, we identify a technical apparatus by its geometry as a traffic light. However, only by analyzing color information do we subsequently decide whether we arc to continue, if the light is green, or stop, if the light is red. A camera-assisted driving information system should be able to evaluate similar information and either pass the information on to the driver of a vehicle or directly influence the behavior of the vehicle. The latter is of importance, for example, for the guidance of an autonomous vehicle on a public road. Something similar to this applies to traffic signs, which can be classified as prohibitive, regulatory, or informative signs based on color and geometry.

The assessment of color information also plays an important role in our individual object identification. We usually do not search in a bookcase for a book known to us solely by its title. We try to remember the color of the co ... read full excerpt from Digital Color Image Processing ebook



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