A Physical Approach to Color Image Understanding - Hardcover

Hardcover

ISBN 10: 156881013X ISBN 13: 9781568810133

Publisher: A K Peters/CRC Press, 1993

Synopsis

The author presents a vision model that uses color information to interpret the effects of shading and highlights on a scene. Transcending more traditional approaches, this method may lead to more reliable and useful techniques for image understanding.

About this title

About the Author

Gudrun Klinker

From the Back Cover

One of the goals in the field of artificial intelligence is to develop automatic systems to dynamically gather and interpret information from a complex environment. By developing devices that can "sense" as well as living organisms, researchers come that much closer to creating computers with reactions comparable to that of humans. A major subset in this study of sensory input is computer vision where image understanding involves interpreting two-dimensional objects as projections of three-dimensional scenes. Due to the information lost in the projection process, computer vision has not yet succeeded in deriving an appropriate description of an image's surface and illumination properties. A Physical Approach to Color Image Understanding overcomes this problem by presenting a computer vision model that uses color information to interpret the effects of shading and highlighting in a scene. When combined with a camera model, the description of physically feasible color changes on one object can guide an algorithm in interpreting color images. The algorithm finds characteristic color clusters in the image and relates their shape to hypotheses about the object color and degree of shading, as well as the strength, position, and color of the highlights on the object. The physics-based approach of this book may lead to more reliable and useful methods of image understanding than are currently available from more traditional approaches.

Edition details

• Publisher: A K Peters/CRC Press
• Publication date: 1993
• Language: English
• ISBN 10: 156881013X
• ISBN 13: 9781568810133
• Binding: Hardcover
• Edition number: 1
• Number of pages: 200
• Editor: Klinker Gudrun