Amazon Prime Video Seattle, US Jul. 2024 - Present
- Video Coding Standards Research Team - Research on Deep Video Compression.
WACV 2025
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MVAD: A Multiple Visual Artifact Detector for Video Streaming
"The first multi-artifact detection framework without relying on VQA!" Chen Feng, Duolikun Danier, Fan Zhang and David Bull IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025 [arXiv] [project] |
WACV 2024
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RankDVQA: Deep VQA based on Ranking-inspired Hybrid Training
"The first deep VQA model optimised through ranking-based training!" Chen Feng, Duolikun Danier, Fan Zhang, David Bull IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024 [arXiv] [project] [code] |
ECCV 2024
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MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution
"A student model can outperform its teaching models through MTKD!" Yuxuan Jiang, Chen Feng, Fan Zhang and David Bull ECCV, 2024 [arXiv] [code] |
ECCV AIM Workshop 2024
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RMT-BVQA: Recurrent Memory Transformer-based Blind Video Quality Assessment for Enhanced Video Content
"The first deep VQA model based on RMT!" Tianhao Peng*,Chen Feng*, Duolikun Danier, Fan Zhang, Benoit Vallade, Alex Mackin and David Bull ECCV AIM Workshop, 2024 [arXiv] [Code] |
PCS 2024
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BVI-Artefact: An artefact detection benchmark dataset for streamed videos
"The first public database for detecting artefacts in streamed PGC videos!" Chen Feng*, Duolikun Danier*, Fan Zhang, Alex Mackin, Andy Collins and David Bull PCS, 2024 [Paper] [Database] |
PCS 2024
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RankDVQA-mini: Knowledge distillation-driven deep video quality assessment
"The first lightweight deep VQA achieving competitive performance!" Chen Feng, Duolikun Danier, Haoran Wang, Fan Zhang, Benoit Vallade, Alex Mackin and David Bull PCS, 2024 [Paper] [Project] |
arXiv 2024
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BVI-UGC: A Video Quality Database for User-Generated Content Transcoding
"The first video quality database focusing on UGC transcoding!" Zihao Qi, Chen Feng, Fan Zhang, Xiaozhong Xu, Shan Liu, David Bull arXiv, 2024 [arXiv] [Database] |
Amazon Prime Video Seattle, US Jul. 2024 - Present
University of Bristol Bristol, UK Feb. 2021 - Present
University of Bristol Bristol, UK Jun. 2022 - Present