Motion-Free Super-Resolution

1. Image Super-Resolution 2. Review of Current Status 3. Use of Defocus Cue, Introduction, Defocus Phenomenon, Low-resolution image formation, Modeling of Image and Scene Depth, MAP Estimation, Demonstration of Results, Discussions 4. Photometry Based Method, Introduction, Photometry and Scene Structure, Generalized Interpolation, Inconsistency handling, Super-resolution Estimation, Experimental Demonstration, Discussions 5. Blind Restoration of Photometric Observartions, Introduction, Blind Restoration, Observation Model, Joint Restoration and Structure Recovery, Demonstration, Discussions 6. Wavelet Based Method, Introduction, Single-Frame Super-Resolution, Wavelets and Multiresolution Analysis, Learning of Wavelet Coefficients, Super-resolution Restoration, Experimental Performance, Discussions 7. Use of Zoom Cue, Introduction, Problem Definition, Zoom Estimation, Super-resolving a Scene with a Known Model, Learning of Model Parameters, Experimental Demonstration, Discussions 8. Looking Ahead... Mehr