Scholar
Dmitriy Vatolin
Google Scholar ID: 545J9E4AAAAJ
Lomonosov Moscow State University
Citations & Impact
Citations
977
H-index
15
i10-index
23
Publications
20
Co-authors
76
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple academic papers, including:
- ‘Hacking VMAF and VMAF NEG: vulnerability to different preprocessing methods’ (ArXiv, 2021)
- ‘Machine-Learning-Based Method for Content-Adaptive Video Encoding’ (PCS 2021)
- ‘Objective video quality metrics application to video codecs comparisons’ (ArXiv, 2021)
- ‘Power Consumption of Video-Decoders on Various Android Devices’ (PCS 2021)
- ‘Shot boundary detection method based on a new extensive dataset and mixed features’ (ArXiv, 2021)
- Organized the annual MSU H.264 codec comparisons
- Developed MP3 ZIP, a lossless MP3 compressor with 1.2 compression ratio
Research Experience
- Participated in 5 startup computer companies from 2000 to 2006 (co-founder in 3; 4 are still operating)
- Led development of multiple video codecs and tools, including the MSU Lossless Video Codec (best in 2005–2007) and Visicron Cyclon codec (best for video conferencing streams in 2001–2004)
- Developed the 'MSU video filters' research prototypes with over 3 million downloads
- Created deinterlacing and frame rate conversion filters for Samsung TVs and Broadcom set-top boxes
- Developed the MSU Video Quality Metrics Tool containing the largest collection of video quality metrics, mostly from self-tuning video filter projects
- Developed tools for 3D video including depth reconstruction, depth propagation/editing, GPU-accelerated optical flow, and stereo-multiview generation
- Established a 3D devices testing base
