Vision Models for High Dynamic Range and Wide Colour Gamut Imaging : Techniques and Applications (Computer Vision and Pattern Recognition)

Bertalmio, Marcelo

Academic Press Inc（2019/11発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 324 p.
• 言語 ENG
• 商品コード 9780128138946
• DDC分類 621.3894

Full Description

To enhance the overall viewing experience (for cinema, TV, games, AR/VR) the media industry is continuously striving to improve image quality. Currently the emphasis is on High Dynamic Range (HDR) and Wide Colour Gamut (WCG) technologies, which yield images with greater contrast and more vivid colours. The uptake of these technologies, however, has been hampered by the significant challenge of understanding the science behind visual perception. Vision Models for High Dynamic Range and Wide Colour Gamut Imaging provides university researchers and graduate students in computer science, computer engineering, vision science, as well as industry R&D engineers, an insight into the science and methods for HDR and WCG. It presents the underlying principles and latest practical methods in a detailed and accessible way, highlighting how the use of vision models is a key element of all state-of-the-art methods for these emerging technologies.

Contents

1. Introduction
2. The biological basis of vision: the retina
3. The biological basis ov vision: LGN, visual cortex and L+NL models
4. Adaptation and efficient coding
5. Brightness perception and encoding curves
6. Colour representation and colour gamuts
7. Histogram equalisation and vision models
8. Vision models for gamut mapping in cinema
9. Vision models for tone mapping in cinema
10. Extensions and applications
11. Open problems: an argument for new vision models rather than new algorithms