PERHAPS A GIFT VOUCHER FOR MUM?: MOTHER'S DAY

Close Notification

Your cart does not contain any items

Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications by Zhouchen Lin (Professor, Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science, Peking University) at Abbey's Bookshop,
Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications
— —
Zhouchen Lin (Professor, Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science, Peking University) Hongyang Zhang (Ph.D. student, Carnegie Mellon University)

Low-Rank Models in Visual Analysis

Theories, Algorithms, and Applications

Zhouchen Lin (Professor, Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science, Peking University),  Hongyang Zhang (Ph.D. student, Carnegie Mellon University)

$139.95

Paperback

Not in-store but you can order this
How long will it take?
English
Academic Press Inc
05 June 2017
Computer vision
Series: Computer Vision and Pattern Recognition
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.
By:   , ,
Imprint:   Academic Press Inc
Country of Publication:   United States
Dimensions:   Height: 229mm,  Width: 151mm, 
Weight:   430g
ISBN:   9780128127315
ISBN 10:   0128127317
Series:   Computer Vision and Pattern Recognition
Pages:   260
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active
1. Introduction 2. Linear Models 3. Nonlinear Models 4. Optimization Algorithms 5. Representative Applications 6. Conclusions

Zhouchen Lin received the Ph.D. degree in applied mathematics from Peking University in 2000. He is currently a Professor at Key Laboratory of Machine Perception (MOE), School of Electronics Engineering and Computer Science, Peking University. His research areas include computer vision, image processing, machine learning, pattern recognition, and numerical optimization. He is an area chair of CVPR 2014/2016, ICCV 2015 and NIPS 2015 and a senior program committee member of AAAI 2016/2017 and IJCAI 2016. He is an associate editor of IEEE Trans. Pattern Analysis and Machine Intelligence and International J. Computer Vision. He is an IAPR fellow. Hongyang Zhang received the Master’s degree in computer science from Peking University, Beijing, China in 2015. He is now a Ph.D. candidate in Machine Learning Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, USA. His research areas include machine learning, statistics, and optimization.

See Also

Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications

Visualization, Visual Analytics...

State-of-the-art Techniques and...

Bernhard Preim (Professor of Visualization,...

Paperback

$275.95 

Not in-store but you can order this

ADD +
Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications

Face Analysis Under Uncontrolled...

From Face Detection to Expression...

Romain Belmonte

Hardback

$273.95 

Not in-store but you can order this

ADD +
Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications

The Multiexperience Era

Designing Tomorrow's Human-Technology...

Morgan Lee

Paperback

$77.95  $66.63

Not in-store but you can order this

ADD +
Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications

We See It All

liberty and justice in the age of...

Jon Fasman

Paperback

$32.99 

Not in-store but you can order this

ADD +
Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications

Algorithmic Trading

Navigating the Future of Finance...

Alex Thompson

Paperback

$266.95  $213.91

Not in-store but you can order this

ADD +
Low-Rank Models in Visual Analysis: Theories, Algorithms, and Applications

Cybersecurity

Cybersecurity Essentials: Safeguarding...

Alex Foster

Paperback

$32.95  $29.69

Not in-store but you can order this

ADD +