Get Computational Photography: Methods and Applications (Digital PDF

By Rastislav Lukac

Computational images refers widely to imaging options that improve or expand the services of electronic images. This new and quickly constructing study box has advanced from desktop imaginative and prescient, picture processing, special effects and utilized optics—and a number of advertisement items capitalizing on its ideas have already seemed in different industry purposes, as a result of the slow migration of computational algorithms from desktops to imaging units and software.

Computational images: tools and Applications presents a powerful, primary realizing of thought and techniques, and a origin upon which to construct recommendations for plenty of of modern-day finest and tough computational imaging difficulties. Elucidating state-of-the-art advances and purposes in electronic imaging, digital camera picture processing, and computational images, with a spotlight on similar learn demanding situations, this book:

  • Describes unmarried catch snapshot fusion expertise for customer electronic cameras

  • Discusses the stairs in a digital camera picture processing pipeline, akin to visible info compression, colour correction and enhancement, denoising, demosaicking, super-resolution reconstruction, deblurring, and excessive dynamic variety imaging

  • Covers shadow detection for surveillance purposes, camera-driven rfile rectification, bilateral filtering and its functions, and painterly rendering of electronic images

  • Presents machine-learning tools for computerized picture colorization and electronic face beautification

  • Explores gentle box acquisition and processing, space-time gentle box rendering, and dynamic view synthesis with an array of cameras

Because of the pressing demanding situations linked to rising digicam purposes, snapshot processing equipment for computational images are of paramount value to investigate and improvement within the imaging group. offering the paintings of prime specialists, and edited through a well known authority in electronic colour imaging and digicam photo processing, this ebook considers the quick advancements during this zone and addresses very specific learn and alertness difficulties. it really is perfect as a stand-alone expert reference for layout and implementation of electronic picture and video processing initiatives, and it may even be used to help graduate classes in machine imaginative and prescient, electronic imaging, visible info processing, and special effects, between others.

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Computational Photography: Methods and Applications (Digital Imaging and Computer Vision) by Rastislav Lukac

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