Low Rank Models in Visual Analysis

  • Author : Zhouchen Lin
  • Publsiher : Academic Press
  • Release : 06 June 2017
  • ISBN : 9780128127322
  • Page : 260 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Low Rank Models in Visual Analysis written by Zhouchen Lin and published by Academic Press. This book was released on 06 June 2017 with total page 260 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications presents the state-of-the-art on low-rank models and their application to visual analysis. It provides insight into the ideas behind the models and their algorithms, giving details of their formulation and deduction. The main applications included are video denoising, background modeling, image alignment and rectification, motion segmentation, image segmentation and image saliency detection. Readers will learn which Low-rank models are highly useful in practice (both linear and nonlinear models), how to solve low-rank models efficiently, and how to apply low-rank models to real problems. Presents a self-contained, up-to-date introduction that covers underlying theory, algorithms and the state-of-the-art in current applications Provides a full and clear explanation of the theory behind the models Includes detailed proofs in the appendices

Low Rank Models in Visual Analysis

Low Rank Models in Visual Analysis
Author: Zhouchen Lin,Hongyang Zhang
Publisher: Academic Press
Relase: 2017-06-06
ISBN: 9780128127322
GET BOOK

Low Rank and Sparse Modeling for Visual Analysis

Low Rank and Sparse Modeling for Visual Analysis
Author: Yun Fu
Publisher: Springer
Relase: 2014-10-30
ISBN: 9783319120003
GET BOOK

Deep Learning through Sparse and Low Rank Modeling

Deep Learning through Sparse and Low Rank Modeling
Author: Zhangyang Wang,Yun Fu,Thomas S. Huang
Publisher: Academic Press
Relase: 2019-04-11
ISBN: 9780128136607
GET BOOK

Spectral Geometry of Shapes

Spectral Geometry of Shapes
Author: Jing Hua,Zichun Zhong
Publisher: Academic Press
Relase: 2020-01-15
ISBN: 9780128138427
GET BOOK

Intelligence Science and Big Data Engineering Visual Data Engineering

Intelligence Science and Big Data Engineering  Visual Data Engineering
Author: Zhen Cui,Jinshan Pan,Shanshan Zhang,Liang Xiao,Jian Yang
Publisher: Springer Nature
Relase: 2019-11-28
ISBN: 9783030361891
GET BOOK

Handbook of Robust Low Rank and Sparse Matrix Decomposition

Handbook of Robust Low Rank and Sparse Matrix Decomposition
Author: Thierry Bouwmans,Necdet Serhat Aybat,El-hadi Zahzah
Publisher: CRC Press
Relase: 2016-09-20
ISBN: 9781315353531
GET BOOK

Image Analysis and Processing ICIAP 2019

Image Analysis and Processing     ICIAP 2019
Author: Elisa Ricci,Samuel Rota Bulò,Cees Snoek,Oswald Lanz,Stefano Messelodi,Nicu Sebe
Publisher: Springer Nature
Relase: 2019-09-04
ISBN: 9783030306427
GET BOOK

Multi way Analysis

Multi way Analysis
Author: Age Smilde,Rasmus Bro,Paul Geladi
Publisher: John Wiley & Sons
Relase: 2004-10-15
ISBN: 0471986917
GET BOOK

Advances in Multimedia Information Processing PCM 2018

Advances in Multimedia Information Processing     PCM 2018
Author: Richang Hong,Wen-Huang Cheng,Toshihiko Yamasaki,Meng Wang,Chong-Wah Ngo
Publisher: Springer
Relase: 2018-09-18
ISBN: 9783030007768
GET BOOK

Image Analysis and Recognition

Image Analysis and Recognition
Author: Aurélio Campilho,Mohamed Kamel
Publisher: Springer
Relase: 2014-10-09
ISBN: 9783319117584
GET BOOK

Materials Manufacturing Technology Electronics and Information Science

Materials  Manufacturing Technology  Electronics and Information Science
Author: Xiaolong Li
Publisher: World Scientific
Relase: 2016-04-25
ISBN: 9789813109391
GET BOOK

Low Rank Models for Multi Dimensional Data Recovery and Image Super Resolution

Low Rank Models for Multi Dimensional Data Recovery and Image Super Resolution
Author: Mohammed Al-Qizwini
Publisher: Unknown
Relase: 2017
ISBN: 035543041X
GET BOOK

High Dimensional and Low Quality Visual Information Processing

High Dimensional and Low Quality Visual Information Processing
Author: Yue Deng
Publisher: Springer
Relase: 2014-09-04
ISBN: 9783662445266
GET BOOK

Artificial Intelligence and Security

Artificial Intelligence and Security
Author: Xingming Sun
Publisher: Springer Nature
Relase: 2021-08-02
ISBN: 9783030786090
GET BOOK

Computer Vision ECCV 2020

Computer Vision     ECCV 2020
Author: Andrea Vedaldi,Horst Bischof,Thomas Brox,Jan-Michael Frahm
Publisher: Springer Nature
Relase: 2020-12-31
ISBN: 9783030585860
GET BOOK