Region
Computational Photography
Methods and Applications
Edited by Rastislav Lukac
- Price: $129.95
- Binding/Format: Hardback
- ISBN: 978-1-4398174-9-0
- Publish Date: October 8th 2010
- Imprint: CRC Press
- Pages: 564 pages
Series: Digital Imaging and Computer Vision
Description
Computational photography is a new and rapidly developing research field that has evolved from computer vision, image processing, computer graphics, and applied optics to computational imaging techniques that enhance or extend the capabilities of digital photography. The output of these techniques is an image that cannot be produced by today's common imaging solutions. This book details recent advances in computational photography, their applications, and specific research challenges. The text begins with computational photography fundamentals and computational cameras, followed by a discussion of computational photography approaches across a broad spectrum of imaging applications.
Contents
Computational Photography Fundamentals. Computational Cameras: Pushing Capture Time Photography Decisions into Post-Processing. Single-Capture Image Fusion without Motion Consideration. Single-Capture Image Fusion with Motion Consideration. Refined Color Balancing. Restoration and Enhancement of Colors in the Compressed Domain of Digital Images. High Dynamic Range Imaging in Luminance-Chrominance Space. High Dynamic Range Imaging for Dynamic Scenes. Image Deblurring Using Multi-Exposed Images. Super-Resolution Imaging. Face Hallucination. Digital Face Beautification Using Machine Learning. Gradient Domain Manipulation Techniques in Vision and Graphics. Automatic Image Colorization. Painterly Rendering of Digital Photographs. Space-Time Light Field Rendering. Image Morphing. Efficient Object-Based Video Inpainting. Shadow Detection and its Applications in Digital Image and Video Processing. Programmable Aperture Photography: Multiplexed Light Field Acquisition. Computational Imaging using Camera Arrays.