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However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic.... Læs mere
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lastly, embedded real-time processing systems are introduced, including new system architectures, image processing ASIC/SoC design, embedded real-time operating systems, system implementation aspects, and system testing and evaluation technologies.
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This volume starts with a wide review on image denoising, retracing and comparing various methods from the pioneer signal processing methods, to machine learning approaches with sparse and low-rank models, and recent deep learning architectures with autoencoders and variants.
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This book collects ?a number of papers presented at the International Conference on Sensing and Imaging, which was held at Chengdu... Læs mere
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This book presents the topic of underwater real-time 3-D acoustical imaging covering the theory, algorithms and system... Læs mere
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This updated and revised edition of a classic work provides a summary of methods for numerical computation of high resolution conventional and scanning transmission electron microscope images.
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This comprehensive text on the theory and techniques of graph neural networks takes students, practitioners, and researchers from the basics to the state of the art. It... Læs mere
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Overall, the book covers three main areas:? 3D imaging, including passive 3D imaging, active triangulation 3D imaging, active time-of-flight 3D imaging, consumer RGB-D cameras, and 3D data representation and visualisation;
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Previous edition: Computer and machine vision / 4th ed. 2012.