Nonlinear Eigenproblems in Image Processing and Computer Vision

1. Mathematical Preliminaries
Guy Gilboa

2. Variational Methods in Image Processing
Guy Gilboa

3. Total Variation and Its Properties
Guy Gilboa

4. Eigenfunctions of One-Homogeneous Functionals
Guy Gilboa

5. Spectral One-Homogeneous Framework
Guy Gilboa

6. Applications Using Nonlinear Spectral Processing
Guy Gilboa

7. Numerical Methods for Finding Eigenfunctions
Guy Gilboa

8. Graph and Nonlocal Framework
Guy Gilboa

9. Beyond Convex Analysis—Decompositions with Nonlinear Flows
Guy Gilboa

10. Relations to Other Decomposition Methods
Guy Gilboa

11. Future Directions
Guy Gilboa

Keywords: Computer Science, Image Processing and Computer Vision, Signal, Image and Speech Processing, Calculus of Variations and Optimal Control; Optimization, Math Applications in Computer Science, Mathematical Applications in Computer Science