Advances in Low-Level Color Image Processing (Lecture Notes in Computational Vision and Biomechanics, 11) - Hardcover

Hardcover

ISBN 10: 9400775830 ISBN 13: 9789400775831

Publisher: Springer, 2014

Synopsis

Color perception plays an important role in object recognition and scene understanding both for humans and intelligent vision systems. Recent advances in digital color imaging and computer hardware technology have led to an explosion in the use of color images in a variety of applications including medical imaging, content-based image retrieval, biometrics, watermarking, digital inpainting, remote sensing, visual quality inspection, among many others. As a result, automated processing and analysis of color images has become an active area of research, to which the large number of publications of the past two decades bears witness. The multivariate nature of color image data presents new challenges for researchers and practitioners as the numerous methods developed for single channel images are often not directly applicable to multichannel  ones. The goal of this volume is to summarize the state-of-the-art in the early stages of the color image processing pipeline.

About this title

From the Back Cover

Color perception plays an important role in object recognition and scene understanding both for humans and intelligent vision systems. Recent advances in digital color imaging and computer hardware technology have led to an explosion in the use of color images in a variety of applications including medical imaging, content-based image retrieval, biometrics, watermarking, digital inpainting, remote sensing, visual quality inspection, among many others. As a result, automated processing and analysis of color images has become an active area of research, to which the large number of publications of the past two decades bears witness. The multivariate nature of color image data presents new challenges for researchers and practitioners as the numerous methods developed for single channel images are often not directly applicable to multichannel ones.
The goal of this volume is to summarize the state-of-the-art in the early stages of the color image processing pipeline.

Edition details

• Publisher: Springer
• Publication date: 2014
• Language: English
• ISBN 10: 9400775830
• ISBN 13: 9789400775831
• Binding: Hardcover
• Number of pages: 435
• Editor: Celebi M. Emre, Smolka Bogdan