Robust Subspace Estimation Using Low-Rank Optimization Theory and Applications
Various fundamental applications in computer vision and machine learning require finding the basis of a certain subspace. Examples of such applications include face detection, motion estimation, and activity recognition. An increasing interest has been recently placed on this area as a result of sig...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2014, 2014
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| Edition: | 1st ed. 2014 |
| Series: | The International Series in Video Computing
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction
- Background and Literature Review
- Seeing Through Water: Underwater Scene Reconstruction
- Simultaneous Turbulence Mitigation and Moving Object Detection
- Action Recognition by Motion Trajectory Decomposition
- Complex Event Recognition Using Constrained Rank Optimization
- Concluding Remarks
- Extended Derivations for Chapter 4