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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...
| Call Number: | Libro Electrónico |
|---|---|
| Main Authors: | , |
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2014.
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| Edition: | 1st ed. 2014. |
| Series: | The International Series in Video Computing ;
12 |
| Subjects: | |
| Online Access: | Texto Completo |
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.