Filling a gap in the literature, this book comprehensively covers the system design, implementation, and application aspects of human visual system-driven computational imaging. 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. Featuring contributions by renowned experts, the book explores trends in image acquisition, processing, transmission, storage, display, and visual quality evaluation. This is a valuable resource for designing and…mehr
Filling a gap in the literature, this book comprehensively covers the system design, implementation, and application aspects of human visual system-driven computational imaging. 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. Featuring contributions by renowned experts, the book explores trends in image acquisition, processing, transmission, storage, display, and visual quality evaluation. This is a valuable resource for designing and implementing more effective solutions for cutting-edge digital imaging, computer vision, and multimedia applications.
Rastislav Lukac is currently a senior digital imaging scientist at Foveon, Inc./Sigma Corp. in San Jose, California. He has authored five books and contributed to twelve books. He has also published more than 200 scholarly research papers in the areas of digital camera image processing, color image and video processing, multimedia security, and microarray image processing. Dr. Lukac holds 12 patents and has authored 25 additional patent-pending inventions in the areas of digital color imaging and pattern recognition. For more information, see Dr. Lukac's Color Image Processing website.
Inhaltsangabe
Characteristics of Human Vision. An Analysis of Human Visual Perception Based on Real-Time Constraints of Ecological Vision. Image and Video Quality Assessment: Perception, Psychophysical Models, and Algorithms. Visual Aesthetic Quality Assessment of Digital Images. Perceptually Based Image Processing Algorithm Design. Joint White Balancing and Color Enhancement. Perceptual Thumbnail Generation. Patch-Based Image Processing: From Dictionary Learning to Structural Clustering. Perceptually Driven Super-Resolution Techniques. Methods of Dither Array Construction Employing Models of Visual Perception. Perceptual Color Descriptors. Concept-Based Multimedia Processing Using Semantic and Contextual Knowledge. Perceptually Driven Video Shot Characterization. Perceptual Encryption of Digital Images and Videos. Exceeding Physical Limitations: Apparent Display Qualities. Index.
Characteristics of Human Vision. An Analysis of Human Visual Perception Based on Real-Time Constraints of Ecological Vision. Image and Video Quality Assessment: Perception, Psychophysical Models, and Algorithms. Visual Aesthetic Quality Assessment of Digital Images. Perceptually Based Image Processing Algorithm Design. Joint White Balancing and Color Enhancement. Perceptual Thumbnail Generation. Patch-Based Image Processing: From Dictionary Learning to Structural Clustering. Perceptually Driven Super-Resolution Techniques. Methods of Dither Array Construction Employing Models of Visual Perception. Perceptual Color Descriptors. Concept-Based Multimedia Processing Using Semantic and Contextual Knowledge. Perceptually Driven Video Shot Characterization. Perceptual Encryption of Digital Images and Videos. Exceeding Physical Limitations: Apparent Display Qualities. Index.
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