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Starting from classical linear approximation, this is a self-contained presentation of modern multivariate approximation theory that explores its connections with other areas... Læs mere
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This book provides an ideal reference to all the medical imaging researchers and professionals to explore their innovative methods and analysis on imaging technologies for better prospective of patient care.
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With minimal prerequisites, the book starts from the basics of probability and model fitting and works up to real examples that the reader can implement and... Læs mere
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Presents research that combines theory and practice on adopting the latest deep learning advancements for machines capable of visual processing. The book highlights a wide range of topics such as video segmentation, object recognition, and 3D modelling.
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Describes all the hardware and software necessary for industrial applications of both image acquisition and image processing, covering latest advances in 3D.
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A hands-on guide to image registration theory and methods with examples of a wide range of real-world applications Theory and Applications of Image Registration offers comprehensive coverage of feature-based image registration methods.
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The detection and recognition of objects in images is a key research topic in the computer vision community. Within this area, face... Læs mere
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Computer vision encompasses the construction of integrated vision systems and the application of vision to problems of real-world... Læs mere
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Computer Vision and Imaging in Intelligent Transportation Systems Robert P.
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Although it is now possible to integrate many millions of transistors on a single chip, traditional digital circuit technology is now reaching its limits, facing problems of cost and technical efficiency when scaled down to ever-smaller feature sizes.
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This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community.