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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2014.
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| Edición: | 1st ed. 2014. |
| Colección: | The International Series in Video Computing ;
12 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.