Robust Subspace Estimation Using Low-Rank Optimization Theory and Applications /

• Κύριοι συγγραφείς: Oreifej, Omar (Συγγραφέας), Shah, Mubarak (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Σειρά: The International Series in Video Computing, 12
• Θέματα: Computer science.; Computer graphics.; Computer Science.; Computer Imaging, Vision, Pattern Recognition and Graphics.

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...

Πίνακας περιεχομένων:

• 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.