Computational Imaging - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Computational Imaging write by Ayush Bhandari. This book was released on 2022-10-25. Computational Imaging available in PDF, EPUB and Kindle. A comprehensive and up-to-date textbook and reference for computational imaging, which combines vision, graphics, signal processing, and optics. Computational imaging involves the joint design of imaging hardware and computer algorithms to create novel imaging systems with unprecedented capabilities. In recent years such capabilities include cameras that operate at a trillion frames per second, microscopes that can see small viruses long thought to be optically irresolvable, and telescopes that capture images of black holes. This text offers a comprehensive and up-to-date introduction to this rapidly growing field, a convergence of vision, graphics, signal processing, and optics. It can be used as an instructional resource for computer imaging courses and as a reference for professionals. It covers the fundamentals of the field, current research and applications, and light transport techniques. The text first presents an imaging toolkit, including optics, image sensors, and illumination, and a computational toolkit, introducing modeling, mathematical tools, model-based inversion, data-driven inversion techniques, and hybrid inversion techniques. It then examines different modalities of light, focusing on the plenoptic function, which describes degrees of freedom of a light ray. Finally, the text outlines light transport techniques, describing imaging systems that obtain micron-scale 3D shape or optimize for noise-free imaging, optical computing, and non-line-of-sight imaging. Throughout, it discusses the use of computational imaging methods in a range of application areas, including smart phone photography, autonomous driving, and medical imaging. End-of-chapter exercises help put the material in context.
Perceptual Digital Imaging
Perceptual Digital Imaging - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Perceptual Digital Imaging write by Rastislav Lukac. This book was released on 2017-12-19. Perceptual Digital Imaging available in PDF, EPUB and Kindle. 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.
Solutions Manual for Computer Imaging
Solutions Manual for Computer Imaging - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Solutions Manual for Computer Imaging write by Umbaugh ScottE. This book was released on 2004-12. Solutions Manual for Computer Imaging available in PDF, EPUB and Kindle.
Principles of Computerized Tomographic Imaging
Principles of Computerized Tomographic Imaging - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Principles of Computerized Tomographic Imaging write by Avinash C. Kak. This book was released on 2001-01-01. Principles of Computerized Tomographic Imaging available in PDF, EPUB and Kindle. A comprehensive, tutorial-style introduction to the algorithms necessary for tomographic imaging.
Handbook of Medical Image Computing and Computer Assisted Intervention
Handbook of Medical Image Computing and Computer Assisted Intervention - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook of Medical Image Computing and Computer Assisted Intervention write by S. Kevin Zhou. This book was released on 2019-10-18. Handbook of Medical Image Computing and Computer Assisted Intervention available in PDF, EPUB and Kindle. Handbook of Medical Image Computing and Computer Assisted Intervention presents important advanced methods and state-of-the art research in medical image computing and computer assisted intervention, providing a comprehensive reference on current technical approaches and solutions, while also offering proven algorithms for a variety of essential medical imaging applications. This book is written primarily for university researchers, graduate students and professional practitioners (assuming an elementary level of linear algebra, probability and statistics, and signal processing) working on medical image computing and computer assisted intervention. Presents the key research challenges in medical image computing and computer-assisted intervention Written by leading authorities of the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society Contains state-of-the-art technical approaches to key challenges Demonstrates proven algorithms for a whole range of essential medical imaging applications Includes source codes for use in a plug-and-play manner Embraces future directions in the fields of medical image computing and computer-assisted intervention
