Navigation on the site:

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



Apps | Graphics | Games | Movies | Tv Series | Music | Magazines | Ebooks | Mobile

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



http://s2.1pic.org/files/2016/07/30/14fb3fa70cf38bdb2f12.jpg
Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing
CRC Press | Computer Science | May 27 2016 | ISBN-10: 1498724620 | 511 pages | pdf | 17.08 mb

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. Incorporating 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.

About the Author
Thierry Bouwmans is an associate professor at the University of La Rochelle. He is the author of more than 30 papers on background modeling and foreground detection and is the creator and administrator of the Background Subtraction website and DLAM website. He has also served as a reviewer for numerous international conferences and journals. His research interests focus on the detection of moving objects in challenging environments.

Necdet Serhat Aybat is an assistant professor in the Department of Industrial and Manufacturing Engineering at Pennsylvania State University. He received his PhD in operations research from Columbia University. His research focuses on developing fast first-order algorithms for large-scale convex optimization problems from diverse application areas, such as compressed sensing, matrix completion, convex regression, and distributed optimization.

El-hadi Zahzah is an associate professor at the University of La Rochelle. He is the author of more than 60 papers on fuzzy logic, expert systems, image analysis, spatio-temporal modeling, and background modeling and foreground detection. His research interests focus on the spatio-temporal relations and detection of moving objects in challenging environments.
Download link:

Buy Premium From My Links To Support Me & Download with MaX SPeeD!


Single Link
Download Now

Related Articles:


free download 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 full from nitroflare rapidgator uploaded turbobit extabit ryushare openload littlebyte zippyshare.


Site Info:

This source is to facilitate web designers programmers coders etc. A big selection of themes scripts fonts icons vectors nulled php templates css cms psd modules plugins presets related to wordpress joomla lightroom networking hosting social media designed by the specialized teams like codecanyon themeforest graphicriver activeden envato mojo videohive pixeden creativemarket.
All the downloading links related to movies, games, tvshows, music and graphics are hosted on other sites like nitroflare, rapidgator, openload etc.

Sitemap | RSS | Contact US | DMCA Policy |