Low Rank Models in Visual Analysis

Written By Zhouchen Lin
Low Rank Models in Visual Analysis
  • Publsiher : Academic Press
  • Release : 06 June 2017
  • ISBN : 0128127325
  • Pages : 260 pages
  • Rating : /5 from reviews
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Download or read book entitled Low Rank Models in Visual Analysis by author: Zhouchen Lin which was release on 06 June 2017 and published by Academic Press with total page 260 pages . This book available in PDF, EPUB and Kindle Format. 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
  • Release Date : 2017-06-06
  • Total pages : 260
  • ISBN : 0128127325
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Summary : 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 ...

Low Rank and Sparse Modeling for Visual Analysis

Low Rank and Sparse Modeling for Visual Analysis
  • Author : Yun Fu
  • Publisher : Springer
  • Release Date : 2014-10-30
  • Total pages : 236
  • ISBN : 0128127325
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Summary : This book provides a view of low-rank and sparse computing, especially approximation, recovery, representation, scaling, coding, embedding and learning among unconstrained visual data. The book includes chapters covering multiple emerging topics in this new field. It links multiple popular research fields in Human-Centered Computing, Social Media, Image Classification, Pattern Recognition, ...

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
  • Release Date : 2017
  • Total pages : 122
  • ISBN : 0128127325
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Summary : Read online Low Rank Models for Multi Dimensional Data Recovery and Image Super Resolution written by Mohammed Al-Qizwini, published by which was released on 2017. Download full Low Rank Models for Multi Dimensional Data Recovery and Image Super Resolution Books now! Available in PDF, ePub and Kindle....

Inpainting and Denoising Challenges

Inpainting and Denoising Challenges
  • Author : Sergio Escalera,Stephane Ayache,Jun Wan,Meysam Madadi,Umut Güçlü,Xavier Baró
  • Publisher : Springer Nature
  • Release Date : 2019-10-16
  • Total pages : 144
  • ISBN : 0128127325
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Summary : The problem of dealing with missing or incomplete data in machine learning and computer vision arises in many applications. Recent strategies make use of generative models to impute missing or corrupted data. Advances in computer vision using deep generative models have found applications in image/video processing, such as denoising, ...

Evaluation and Modeling of Mass Transfer Properties of Edible Films Produced from Casein lipid Emulsions for Fruit and Vegetable Coating Applications

Evaluation and Modeling of Mass Transfer Properties of Edible Films Produced from Casein lipid Emulsions for Fruit and Vegetable Coating Applications
  • Author : Roberto de Jesús Avena Bustillos
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 364
  • ISBN : 0128127325
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Summary : Read online Evaluation and Modeling of Mass Transfer Properties of Edible Films Produced from Casein lipid Emulsions for Fruit and Vegetable Coating Applications written by Roberto de Jesús Avena Bustillos, published by which was released on 1992. Download full Evaluation and Modeling of Mass Transfer Properties of Edible Films Produced ...

Learning Representation for Multi View Data Analysis

Learning Representation for Multi View Data Analysis
  • Author : Zhengming Ding,Handong Zhao,Yun Fu
  • Publisher : Springer
  • Release Date : 2018-12-06
  • Total pages : 268
  • ISBN : 0128127325
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Summary : This book equips readers to handle complex multi-view data representation, centered around several major visual applications, sharing many tips and insights through a unified learning framework. This framework is able to model most existing multi-view learning and domain adaptation, enriching readers’ understanding from their similarity, and differences based on data ...

Current Index to Statistics Applications Methods and Theory

Current Index to Statistics  Applications  Methods and Theory
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1987
  • Total pages : 212
  • ISBN : 0128127325
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Summary : The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields....

Sparse Representation Modeling and Learning in Visual Recognition

Sparse Representation  Modeling and Learning in Visual Recognition
  • Author : Hong Cheng
  • Publisher : Springer
  • Release Date : 2015-05-25
  • Total pages : 257
  • ISBN : 0128127325
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Summary : This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. The book examines both the theoretical foundations and details of algorithm implementation, highlighting the practical application of compressed sensing research in visual recognition and computer vision. Topics and features: describes ...

The Chemistry of Low rank Coals

The Chemistry of Low rank Coals
  • Author : Harold H. Schobert,American Chemical Society. Meeting
  • Publisher : Amer Chemical Society
  • Release Date : 1984
  • Total pages : 315
  • ISBN : 0128127325
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Summary : Good,No Highlights,No Markup,all pages are intact, Slight Shelfwear,may have the corners slightly dented, may have slight color changes/slightly damaged spine....

Visual Analytics Through Gaussian Mixture Models with Subspace Constrained Component Means

Visual Analytics Through Gaussian Mixture Models with Subspace Constrained Component Means
  • Author : Mu Qiao
  • Publisher : Unknown
  • Release Date : 2017
  • Total pages : 212
  • ISBN : 0128127325
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Summary : We develop a new method for high dimensional data visualization via the Gaussian mixture model (GMM) with the component means constrained in a pre-selected subspace. An EM-type estimation algorithm is derived. We prove that the subspace containing the component means of a GMM with a common covariance matrix also contains ...

American Doctoral Dissertations

American Doctoral Dissertations
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
  • ISBN : 0128127325
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Summary : Read online American Doctoral Dissertations written by , published by which was released on 2000. Download full American Doctoral Dissertations Books now! Available in PDF, ePub and Kindle....

Standard Poor s Stock Reports

Standard   Poor s Stock Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2001-07
  • Total pages : 212
  • ISBN : 0128127325
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Summary : Read online Standard Poor s Stock Reports written by , published by which was released on 2001-07. Download full Standard Poor s Stock Reports Books now! Available in PDF, ePub and Kindle....

Comprehensive Dissertation Index 1861 1972 Psychology

Comprehensive Dissertation Index  1861 1972  Psychology
  • Author : Xerox University Microfilms
  • Publisher : Unknown
  • Release Date : 1973
  • Total pages : 212
  • ISBN : 0128127325
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Summary : Read online Comprehensive Dissertation Index 1861 1972 Psychology written by Xerox University Microfilms, published by which was released on 1973. Download full Comprehensive Dissertation Index 1861 1972 Psychology Books now! Available in PDF, ePub and Kindle....

Reservoir

Reservoir
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2007
  • Total pages : 212
  • ISBN : 0128127325
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Summary : Read online Reservoir written by , published by which was released on 2007. Download full Reservoir Books now! Available in PDF, ePub and Kindle....

Current Index to Journals in Education

Current Index to Journals in Education
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 212
  • ISBN : 0128127325
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Summary : Read online Current Index to Journals in Education written by , published by which was released on 1992. Download full Current Index to Journals in Education Books now! Available in PDF, ePub and Kindle....