Advances in Low-Level Color Image Processing

✍ Scribed by Zhiyu Chen, Andreas Koschan, Chung-Hao Chen (auth.), M. Emre Celebi, Bogdan Smolka (eds.)

• Publisher: Springer Netherlands
• Year: 2014
• Tongue: English
• Leaves: 428
• Series: Lecture Notes in Computational Vision and Biomechanics 11
• Edition: 1
• Category: Library

✦ Synopsis

Эта серьёзная книга рассказывает о фундаментальных аспектах работы с цветом в компьютерных системах. The goal of this volume is to summarize the state-of-the-art in the early stages of the color image processing pipeline. The intended audience includes researchers and practitioners, who are increasingly using color and, in general, multichannel images. Contents 1. Automated Color Misalignment Correction for Close-Range and Long-Range Hyper-Resolution Multi-Line CCD Images 2. Adaptive Demosaicing Algorithm Using Characteristics of the Color Filter Array Pattern 3. A Taxonomy of Color Constancy and Invariance Algorithm 4. On the von Kries Model: Estimation, Dependence on Light and Device, and Applications 5. Impulse and Mixed Multichannel Denoising Using Statistical Halfspace Depth Functions 6. Spatially Adaptive Color Image Processing 7. Vector Ordering and Multispectral Morphological Image Processing 8. Morphological Template Matching in Color Images 9. Tensor Voting for Robust Color Edge Detection 10. Color Categorization Models for Color Image Segmentation 11. Skin Detection and Segmentation in Color Images 12. Contribution of Skin Color Cue in Face Detection Applications 13. Color Saliency Evaluation for Video Game Design

✦ Table of Contents

Front Matter....Pages i-x
Automated Color Misalignment Correction for Close-Range and Long-Range Hyper-Resolution Multi-Line CCD Images....Pages 1-27
Adaptive Demosaicing Algorithm Using Characteristics of the Color Filter Array Pattern....Pages 29-53
A Taxonomy of Color Constancy and Invariance Algorithm....Pages 55-94
On the von Kries Model: Estimation, Dependence on Light and Device, and Applications....Pages 95-135
Impulse and Mixed Multichannel Denoising Using Statistical Halfspace Depth Functions....Pages 137-194
Spatially Adaptive Color Image Processing....Pages 195-222
Vector Ordering and Multispectral Morphological Image Processing....Pages 223-239
Morphological Template Matching in Color Images....Pages 241-277
Tensor Voting for Robust Color Edge Detection....Pages 279-301
Color Categorization Models for Color Image Segmentation....Pages 303-327
Skin Detection and Segmentation in Color Images....Pages 329-366
Contribution of Skin Color Cue in Face Detection Applications....Pages 367-407
Color Saliency Evaluation for Video Game Design....Pages 409-425
Erratum to: On the von Kries Model: Estimation, Dependence on Light and Device, and Applications....Pages E1-E5

✦ Subjects

Image Processing and Computer Vision; Signal, Image and Speech Processing; Imaging / Radiology