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Computational photographs refers broadly to imaging strategies that enhance or delay the capabilities of digital pictures. This new and shortly creating evaluation topic has superior from laptop imaginative and prescient, image processing, laptop graphics and utilized optics—and fairly a couple of business merchandise capitalizing on its guidelines have already appeared in quite a few market functions, due to the gradual migration of computational algorithms from pc techniques to imaging devices and software.
Computational Photographs: Methods and Applications provides a strong, elementary understanding of idea and methods, and a foundation upon which to assemble choices for lots of of instantly's most fascinating and troublesome computational imaging points. Elucidating chopping-edge advances and functions in digital imaging, camera image processing, and computational pictures, with a think about related evaluation challenges, this book:
Describes single capture image fusion technology for shopper digital cameras
Discusses the steps in a camera image processing pipeline, harking back to seen data compression, color correction and enhancement, denoising, demosaicking, large-resolution reconstruction, deblurring, and high dynamic range imaging
Covers shadow detection for surveillance functions, camera-pushed doc rectification, bilateral filtering and its functions, and painterly rendering of digital footage
Presents machine-learning methods for automated image colorization and digital face beautification
Explores light space acquisition and processing, space-time light space rendering, and dynamic view synthesis with an array of cameras
Because of the urgent challenges associated to rising digital camera functions, image processing methods for computational pictures are of paramount significance to evaluation and enchancment inside the imaging group. Presenting the work of principal specialists, and edited by a renowned authority in digital color imaging and camera image processing, this book considers the speedy developments on this area and addresses very particular evaluation and software points. It is ideally suited as a stand-alone expert reference for design and implementation of digital image and video processing duties, and it may be used to assist graduate packages in laptop imaginative and prescient, digital imaging, seen data processing, and laptop graphics, amongst others.
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