Accurate Spatio-Temporal Restoration of Compact Single Frame Defects in Aged Motion Pictures
ICIAP '03 Proceedings of the 12th International Conference on Image Analysis and Processing
Motion Layer Based Object Removal in Videos
WACV-MOTION '05 Proceedings of the Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1 - Volume 01
Full-Frame Video Stabilization
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Video inpainting and implant via diversified temporal continuations
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Digital inpainting: a tutorial
Proceedings of the 15th international conference on Multimedia
Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation
SIAM Journal on Imaging Sciences
Hi-index | 0.00 |
Video inpainting uses spatial-temporal information to repair defects such as spikes and lines on aged films. We propose a series of new algorithms based on adjustable thresholds to repair different varieties of aged films. The main contribution is an automatic spike and dirt detection mechanism. We prove that if appropriate threshold is once decided by the author, most damages in an aged video clip can be detected. In addition, the repairing procedure first estimates temporal information and obtain replacement blocks among several frames. Spatial information is then used to repair damages that can not be fixed by temporal information due to fast motion. The results are visually pleasant with most defects removed.