Abdelaziz Djelouah
ABSTRACT
The success of video streaming platforms has pushed studios to make available TV shows from legacy catalog, and there is an increased demand for remastering this content. Ideally, film reels are re-scanned with modern devices directly into high quality digital format. However this is not always possible as parts of the original film reels can be damaged or missing, and the content is then available in its entirety only in the broadcast version, typically NTSC. In this work, we present a deep learning solution to bring the NTSC version to the new scan quality levels, which would be otherwise impossible with existing tools.
Supplemental Material
- Michael Bernasconi, Abdelaziz Djelouah, Sally Hattori, and Christopher Schroers. 2020. Deep deinterlacing. In SMPTE Annual Technical Conf. Exhibition.Google Scholar
- Victor Cornillere, Abdelaziz Djelouah, Wang Yifan, Olga Sorkine-Hornung, and Christopher Schroers. 2019. Blind image super-resolution with spatially variant degradations. ACM Transactions on Graphics (TOG) 38, 6 (2019), 1–13.Google ScholarDigital Library
- Matias Tassano, Julie Delon, and Thomas Veit. 2020. FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation. In CVPR.Google Scholar
- Oliver Wang, Christopher Schroers, Henning Zimmer, Markus Gross, and Alexander Sorkine-Hornung. 2014. Videosnapping: Interactive synchronization of multiple videos. ACM Transactions on Graphics (TOG) 33, 4 (2014), 1–10.Google ScholarDigital Library
- Yifan Wang, Federico Perazzi, Brian McWilliams, Alexander Sorkine-Hornung, Olga Sorkine-Hornung, and Christopher Schroers. 2018. A Fully Progressive Approach to Single-Image Super-Resolution. In CVPR Workshops.Google ScholarCross Ref
Recommendations
AddCR: a data-driven cartoon remastering
AbstractOld cartoon classics have the lasting power to strike the resonance and fantasies of audiences today. However, cartoon animations from earlier years suffered from noise, low resolution, and dull lackluster color due to the improper storage ...
Remaster knoppix without remastering
If you have ever wanted to remaster Knoppix but were frustrated with the difficult process, check out how to make custom Knoppix disks while bypassing the full remastering process.
Deep learning library testing via effective model generation
ESEC/FSE 2020: Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software EngineeringDeep learning (DL) techniques are rapidly developed and have been widely adopted in practice. However, similar to traditional software systems, DL systems also contain bugs, which could cause serious impacts especially in safety-critical domains. ...
Comments