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              Books by El-hadi Zahzah

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              Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing

              Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing (Paperback)

              Edited by Bouwmans, Thierry; Aybat, Necdet Serhat; Zahzah, El-hadi

              • RRP: $102.00
              • $102.00
              • Back Order Indent title

              Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing shows you how robust subspace learning and tracking by decomposition into low-rank and sparse matrices provide a suitable framework for computer vision applications. Incorporat...ing both existing and new ideas, the book conveniently gives you one-stop access to a number of different decompositions, algorithms, implementations, and benchmarking techniques. Divided into five parts, the book begins with an overall introduction to robust principal component analysis (PCA) via decomposition into low-rank and sparse matrices. The second part addresses robust matrix factorization/completion problems while the third part focuses on robust online subspace estimation, learning, and tracking. Covering applications in image and video processing, the fourth part discusses image analysis, image denoising, motion saliency detection, video coding, key frame extraction, and hyperspectral video processing. The final part presents resources and applications in background/foreground separation for video surveillance. With contributions from leading teams around the world, this handbook provides a complete overview of the concepts, theories, algorithms, and applications related to robust low-rank and sparse matrix decompositions. It is designed for researchers, developers, and graduate students in computer vision, image and video processing, real-time architecture, machine learning, and data mining.
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              ISBN 9780367574789
              Released NZ 30 Jun 2020
              Publisher Taylor & Francis Ltd
              Interest Age 19+ years
              Availability
              Back Order Indent title (sourced internationally), Allow 8-12 weeks due to Covid 19 freight delays
              View details for this title
              Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing
               

              Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing (Hardback)

              Edited by Bouwmans, Thierry; Aybat, Necdet Serhat; Zahzah, El-hadi

              • RRP: $400.00
              • $400.00
              • Back Order Indent title

              This book explores the latest research and developments in low rank and sparse matrix decomposition. The handbook features contributions from leading experts and covers the main concepts, theories and algorithms in the field. It also focuses on applications in image and video pro...cessing.
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              ISBN 9781498724623
              Released NZ 27 May 2016
              Publisher Taylor & Francis Inc
              Interest Age 19+ years
              Availability
              Back Order Indent title (sourced internationally), Allow 8-12 weeks due to Covid 19 freight delays
              View details for this title
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