List of participants of MSU Super-Resolution for Video Compression Benchmark 2022
Super-resolution models
| Name | Video/Image SR | Implementation | Paper | Year | Added by |
|---|---|---|---|---|---|
| bicubic* | — | — | — | — | MSU |
| only compressed** | — | — | — | — | MSU |
| RSDN | VSR | Link | Link | 2020 | MSU |
| COMISR | VSR | Link | Link | 2021 | MSU |
| TMNet | VSR | Link | Link | 2021 | MSU |
| SwinIR | ISR | Link | Link | 2021 | MSU |
| BasicVSR | VSR | Link | Link | 2021 | MSU |
| RBPN | VSR | Link | Link | 2019 | MSU |
| VRT | VSR | Link | Link | 2022 | MSU |
| DBVSR | VSR | Link | Link | 2020 | MSU |
| LGFN | VSR | Link | Link | 2020 | MSU |
| SOF-VSR-BD | VSR | Link | Link | 2020 | MSU |
| SOF-VSR-BI | VSR | Link | Link | 2020 | MSU |
| EGVSR | VSR | Link | Link | 2021 | MSU |
| amq-12 | VSR | Link | — | 2021 | MSU |
| ahq-11 | VSR | Link | — | 2021 | MSU |
| RealSR | ISR | Link | Link | 2020 | MSU |
| Real-ESRGAN | ISR | Link | Link | 2021 | MSU |
Video codecs that use super-resolution in decoder
* We use the following FFmpeg command:
ffmpeg -i {input_video} -vf scale=1920:1080 -sws_flags bicubic {output_directory}/frame%04d.png
** To get only compressed results, we compress input video without downsampling. You can see the list of codecs here.
*** Improved RR-DnCNN model
See Also
VQA Dataset
During our work we have created the database for video quality assessment with subjective scores
MSU Video Upscalers Benchmark 2022
The most extensive comparison of video super-resolution (VSR) algorithms by subjective quality
MSU Video Deblurring Benchmark 2022
Learn about the best video deblurring methods and choose the best model
Site structure
-
MSU Benchmark Collection
- MSU Video Upscalers Benchmark 2022
- MSU Video Deblurring Benchmark 2022
- MSU Video Frame Interpolation Benchmark 2022
- MSU HDR Video Reconstruction Benchmark 2022
- MSU Super-Resolution for Video Compression Benchmark 2022
- MSU No-Reference Video Quality Metrics Benchmark 2022
- MSU Full-Reference Video Quality Metrics Benchmark 2022
- MSU Video Alignment and Retrieval Benchmark
- MSU Mobile Video Codecs Benchmark 2021
- MSU Video Super-Resolution Benchmark
- MSU Shot Boundary Detection Benchmark 2020
- MSU Deinterlacer Benchmark
- The VideoMatting Project
- Video Completion
- Codecs Comparisons & Optimization
- VQMT
- MSU Datasets Collection
- Metrics Research
- Video Quality Measurement Tool 3D
- Video Filters
- Other Projects