Research map / Video / Video segmentation and tracking
Multi-Frame Quality Enhancement for Compressed Video
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| use neighboring PQFs to enhance non-PQFs | MFQE · HEVC test sequences, QP 37 | ΔPSNR (dB): 0.3232 -> 0.5102 | Helped |
| use neighboring PQFs to enhance non-PQFs | MFQE · HEVC test sequences, QP 42 | ΔPSNR (dB): 0.2189 -> 0.4610 | Helped |
| use PQFs instead of merely adjacent frames (ablation) | MF-CNN · HEVC test sequences, QP 37 | ΔPSNR (dB): 0.3896 dB -> 0.5102 dB | Helped |
| use PQFs instead of merely adjacent frames (ablation) | MF-CNN · HEVC test sequences, QP 42 | ΔPSNR (dB): 0.3128 dB -> 0.4610 dB | Helped |
| fine-tune MF-CNN on H.264-compressed training sequences | MFQE · H.264 test sequences, QP 37 | average PSNR increase (dB): 0.4540 dB | Helped |
Closest papers by meaning
- Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement (AAAI 2025 · similarity 0.89)
- PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement (NeurIPS 2025 · similarity 0.87)
- RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement (CVPR 2025 · similarity 0.86)
- CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement (CVPR 2024 · similarity 0.84)
- Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain (CVPR 2024 · similarity 0.83)
- Plug-and-Play Versatile Compressed Video Enhancement (CVPR 2025 · similarity 0.83)
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