WACV 2025
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MVAD: A Multiple Visual Artifact Detector for Video Streaming
"The first multi-artifact detection framework without replying on VQA!" Chen Feng, Duolikun Danier, Fan Zhang and David Bull WACV, 2025 [arXiv] |
NeurIPS 2024
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NVRC: Neural Video Representation Compression
"The first INR-based video codec outperforming VTM (RA)!" Ho Man Kwan, Ge Gao, Fan Zhang, Andrew Gower and David Bull NeurIPS, 2024 [arXiv] [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] |
arXiv 2024
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PNVC: Towards Practical INR-based Video Compression
"The first INR-based video codec achieving per-frame encoding and competitive performance!" Ge Gao, Ho Man Kwan, Fan Zhang and David Bull arxiv, 2024 [arXiv] |
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] |
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] |
AAAI 2024
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LDMVFI: Video Frame Interpolation with Latent Diffusion Models
"The first latent diffusion model based VFI method!" Duolikun Danier, Fan Zhang and David Bull AAAI Conference on Artificial Intelligence (AAAI), 2024 [arXiv] [code] |
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] |
NeurIPS 2023
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HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation
"The first INR-based video codec significantly outperforming x265!" Ho Man Kwan, Ge Gao, Fan Zhang, Andrew Gower, David Bull NeurIPS, 2023 [arXiv] [project] [code] |
TMM 2021
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BVI-DVC: A Training Database for Deep Video Compression
"The training database used by MPEG JVET for deep video compression!" Di Ma, Fan Zhang, David Bull IEEE Transactions on Multimedia (TMM), 2021 [paper] [arXiv] [project] [database] |
Signal Process. Image Commun. 2024
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CVEGAN: A Perceptually-inspired GAN for Compressed Video Enhancement
"A GAN structure with improved cardinality and a novel perceptual loss!" Di Ma, Fan Zhang, David Bull Elsevier Signal Processing: Image Communication, 2024 [arXiv] [project] [code] |
TIP 2023
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BVI-VFI: A Video Quality Database for Video Frame Interpolation
"The first video quality database for VFI!" Duolikun Danier, Fan Zhang, David Bull IEEE Transactions on Image Processing (TIP), 2023 [paper] [arXiv] [project] [database] [github] |
CVPR 2022
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ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation
"A Multi-Flow VFI model performing well on large motions and dynamic textures!" Duolikun Danier, Fan Zhang, David Bull IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 [arXiv] [project] [code] |