Perceptual Digital Imaging

Visual perception is a complex process requiring interaction between the receptors in the eye that sense the stimulus and the neural system and the brain that are responsible for communicating and interpreting the sensed visual information. This process involves several physical neural and cognitive phenomena whose understanding is essential to design effective and computationally efficient imaging solutions. Building on advances in computer vision image and video processing neuroscience and information engineering perceptual digital imaging greatly enhances the capabilities of traditional imaging methods. Filling a gap in the literature Perceptual Digital Imaging: Methods and Applications comprehensively covers the system design implementation and application aspects of this emerging specialized area. It gives readers a strong fundamental understanding of theory and methods providing a foundation on which solutions for many of the most interesting and challenging imaging problems can be built. The book features contributions by renowned experts who present the state of the art and recent trends in image acquisition processing storage display and visual quality evaluation. They detail advances in the field and explore human visual system-driven approaches across a broad spectrum of applications including: Image quality and aesthetics assessment Digital camera imaging White balancing and color enhancement Thumbnail generation Image restoration Super-resolution imaging Digital halftoning and dithering Color feature extraction Semantic multimedia analysis and processing Video shot characterization Image and video encryption Display quality enhancement This is a valuable resource for readers who want to design and implement more effective solutions for cutting-edge digital imaging computer vision and multimedia applications. Suitable as a graduate-level textbook or stand-alone reference for researchers and practitioners it provides a unique overview of an important and rapidly developing research field. . Language: English