By Rastislav Lukac
Computational images refers extensively to imaging recommendations that improve or expand the functions of electronic images. This new and quickly constructing examine box has developed from desktop imaginative and prescient, snapshot processing, special effects and utilized optics—and a number of advertisement items capitalizing on its ideas have already seemed in various industry functions, as a result of sluggish migration of computational algorithms from pcs to imaging units and software.
Computational images: equipment and Applications offers a robust, basic figuring out of idea and techniques, and a starting place upon which to construct options for lots of of modern-day finest and tough computational imaging difficulties. Elucidating state-of-the-art advances and functions in electronic imaging, digicam picture processing, and computational images, with a spotlight on comparable examine demanding situations, this book:
- Describes unmarried seize photo fusion expertise for customer electronic cameras
- Discusses the stairs in a digital camera picture processing pipeline, equivalent to visible info compression, colour correction and enhancement, denoising, demosaicking, super-resolution reconstruction, deblurring, and excessive dynamic diversity imaging
- Covers shadow detection for surveillance functions, camera-driven rfile rectification, bilateral filtering and its purposes, and painterly rendering of electronic images
- Presents machine-learning tools for computerized photograph colorization and electronic face beautification
- Explores gentle box acquisition and processing, space-time mild box rendering, and dynamic view synthesis with an array of cameras
Because of the pressing demanding situations linked to rising camera purposes, photograph processing tools for computational images are of paramount significance to analyze and improvement within the imaging neighborhood. featuring the paintings of prime specialists, and edited by way of a well known authority in electronic colour imaging and digicam picture processing, this booklet considers the speedy advancements during this sector and addresses very specific study and alertness difficulties. it really is perfect as a stand-alone specialist reference for layout and implementation of electronic photograph and video processing initiatives, and it will probably even be used to help graduate classes in laptop imaginative and prescient, electronic imaging, visible facts processing, and special effects, between others.
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Computational Photography: Methods and Applications (Digital Imaging and Computer Vision) by Rastislav Lukac