publications

Books

2021

1. Academic Press

   

   Intelligent image and video compression: communicating pictures

   David Bull and Fan Zhang

   2021

   DOI Bib Website

   @book{bull2021intelligent,
     title = {Intelligent image and video compression: communicating pictures},
     author = {Bull, David and Zhang, Fan},
     year = {2021},
     doi = {10.1016/C2019-0-00641-3},
     publisher = {Academic Press}
   }

Book Chapters

2014

1. Elsevier

   

   Measuring video quality

   Fan Zhang and David R Bull

   Academic Press Library in Signal Processing: Image and Video Compression and Multimedia, 2014

   DOI Bib

   @incollection{zhang2014measuring,
     title = {Measuring video quality},
     author = {Zhang, Fan and Bull, David R},
     booktitle = {Academic Press Library in Signal Processing: Image and Video Compression and Multimedia},
     volume = {5},
     pages = {227--249},
     year = {2014},
     doi = {10.1016/B978-0-12-420149-1.00007-7},
     publisher = {Elsevier}
   }

standard

2025

1. [AHG11] Response to Call for training materials for neural network-based video coding tool development (JVET-AK0255)

   Fan Zhang, David Bull, Jakub Nawala, Yuxuan Jiang, Xiaoqing Zhu, Joel Sole, and Elena Alshina

   2025

   Bib Website

   @standard{zhang2025rsponse,
     title = {[AHG11] Response to Call for training materials for neural network-based video coding tool development (JVET-AK0255)},
     author = {Zhang, Fan and Bull, David and Nawala, Jakub and Jiang, Yuxuan and Zhu, Xiaoqing and Sole, Joel and Alshina, Elena},
     number = {{JVET-AK0255}},
     organization = {MPEG JVET},
     year = {2025}
   }

2024

1. A New Training Workflow for Optimizing Low Complexity ML-based Coding Tools (AOM CWG-E240)

   Yuxuan Jiang, Jakub Nawala, Fan Zhang, Xiaoqing Zhu, Joel Sole, and David Bull

   2024

   Bib

   @standard{jiang2024new,
     title = {A New Training Workflow for Optimizing Low Complexity ML-based Coding Tools (AOM CWG-E240)},
     author = {Jiang, Yuxuan and Nawala, Jakub and Zhang, Fan and Zhu, Xiaoqing and Sole, Joel and Bull, David},
     number = {CWG-E240},
     organization = {AOM},
     year = {2024}
   }

2. BVI-AOM dataset (AOM CWG-E082)

   Jakub Nawala, Yuxuan Jiang, Fan Zhang, Xiaoqing Zhu, Jole Sole, and David Bull

   2024

   Bib

   @standard{jakub2024bviaom,
     title = {BVI-AOM dataset (AOM CWG-E082)},
     author = {Nawala, Jakub and Jiang, Yuxuan and Zhang, Fan and Zhu, Xiaoqing and Sole, Jole and Bull, David},
     number = {CWG-E082},
     organization = {AOM},
     year = {2024}
   }

2018

1. Description of SDR video coding technology proposal by University of Bristol (JVET-J0031)

   David Bull, Fan Zhang, and Mariana Afonso

   2018

   Bib Website

   @standard{bull2018description,
     title = {Description of SDR video coding technology proposal by University of Bristol (JVET-J0031)},
     author = {Bull, David and Zhang, Fan and Afonso, Mariana},
     number = {{JVET-J0031}},
     organization = {MPEG JVET},
     year = {2018}
   }

2015

1. BVI Texture UHD 120fps test sequences for HEVC and beyond (JCTVC-V0099)

   Miltiadis Papadopoulos, Fan Zhang, Dimitris Agrafiotis, David Bull, and Jens Ohm

   2015

   Bib Website

   @standard{papadopoulos2015bvitexture,
     title = {BVI Texture UHD 120fps test sequences for HEVC and beyond (JCTVC-V0099)},
     author = {Papadopoulos, Miltiadis and Zhang, Fan and Agrafiotis, Dimitris and Bull, David and Ohm, Jens},
     number = {{JCTVC-V0099}},
     organization = {MPEG JCT-VC},
     year = {2015}
   }

preprint

2025

1. Trajectory-aware Shifted State Space Models for Online Video Super-Resolution

   Qiang Zhu, Xiandong Meng, Yuxian Jiang, Fan Zhang, David Bull, Shuyuan Zhu, and Bing Zeng

   2025

   arXiv Bib

   @preprint{zhu2025trajectory,
     title = {Trajectory-aware Shifted State Space Models for Online Video Super-Resolution},
     author = {Zhu, Qiang and Meng, Xiandong and Jiang, Yuxian and Zhang, Fan and Bull, David and Zhu, Shuyuan and Zeng, Bing},
     year = {2025}
   }

2. Artificial Intelligence in Creative Industries: Advances Prior to 2025

   Nantheera Anantrasirichai, Fan Zhang, and David Bull

   2025

   arXiv Bib

   @preprint{anantrasirichai2025artificial,
     title = {Artificial Intelligence in Creative Industries: Advances Prior to 2025},
     author = {Anantrasirichai, Nantheera and Zhang, Fan and Bull, David},
     year = {2025}
   }

3. arXiv

   

   Instance Data Condensation for Image Super-Resolution

   Tianhao Peng, Ho Man Kwan, Yuxuan Jiang, Ge Gao, Fan Zhang, Xiaozhong Xu, Shan Liu, and David Bull

   2025

   arXiv Bib

   @preprint{peng2025instance,
     title = {Instance Data Condensation for Image Super-Resolution},
     author = {Peng, Tianhao and Kwan, Ho Man and Jiang, Yuxuan and Gao, Ge and Zhang, Fan and Xu, Xiaozhong and Liu, Shan and Bull, David},
     year = {2025}
   }

4. arXiv

   

   ViVo: A Dataset for Volumetric VideoReconstruction and Compression

   Adrian Azzarelli, Ge Gao, Ho Man Kwan, Fan Zhang, Nantheera Anantrasirichai, Ollie Moolan-Feroze, and David Bull

   2025

   arXiv Bib Data

   @preprint{azzarelli2025vivo,
     title = {ViVo: A Dataset for Volumetric VideoReconstruction and Compression},
     author = {Azzarelli, Adrian and Gao, Ge and Kwan, Ho Man and Zhang, Fan and Anantrasirichai, Nantheera and Moolan-Feroze, Ollie and Bull, David},
     year = {2025}
   }

2024

1. arXiv

   

   BVI-UGC: A Video Quality Database for User-Generated Content Transcoding

   Zihao Qi, Chen Feng, Fan Zhang, Xiaozhong Xu, Shan Liu, and David Bull

   2024

   arXiv Bib Data

   @preprint{qi2024bvi,
     title = {BVI-UGC: A Video Quality Database for User-Generated Content Transcoding},
     author = {Qi, Zihao and Feng, Chen and Zhang, Fan and Xu, Xiaozhong and Liu, Shan and Bull, David},
     year = {2024}
   }

2. Human-inspired Perspectives: A Survey on AI Long-term Memory

   Zihong He, Weizhe Lin, Hao Zheng, Fan Zhang, Matt Jones, Laurence Aitchison, Xuhai Xu, Miao Liu, Per Ola Kristensson, and Junxiao Shen

   2024

   arXiv Bib

   @preprint{he2024human,
     title = {Human-inspired Perspectives: A Survey on AI Long-term Memory},
     author = {He, Zihong and Lin, Weizhe and Zheng, Hao and Zhang, Fan and Jones, Matt and Aitchison, Laurence and Xu, Xuhai and Liu, Miao and Kristensson, Per Ola and Shen, Junxiao},
     year = {2024}
   }

Journal Articles

2025

1. FCVSR: A Frequency-aware Method for Compressed Video Super-Resolution

   Qiang Zhu, Fan Zhang, Feiyu Chen, Shuyuan Zhu, David Bull, and Bing Zeng

   IEEE Transactions on Multimedia, 2025

   arXiv Bib Code

   @article{zhu2025fcvsr,
     title = {FCVSR: A Frequency-aware Method for Compressed Video Super-Resolution},
     author = {Zhu, Qiang and Zhang, Fan and Chen, Feiyu and Zhu, Shuyuan and Bull, David and Zeng, Bing},
     journal = {IEEE Transactions on Multimedia},
     year = {2025}
   }

2. Perception-aware Contrastive Learning-based Progressive Image Inpainting

   Keyu Liu, Shibo Li, Yajun Qiu, Feiyu Chen, Shuyuan Zhu, Bing Zeng, and Fan Zhang

   IEEE MultiMedia, 2025

   DOI Bib

   @article{liu2025perception,
     title = {Perception-aware Contrastive Learning-based Progressive Image Inpainting},
     author = {Liu, Keyu and Li, Shibo and Qiu, Yajun and Chen, Feiyu and Zhu, Shuyuan and Zeng, Bing and Zhang, Fan},
     journal = {IEEE MultiMedia},
     doi = {10.1109/MMUL.2025.3594221},
     year = {2025},
     publisher = {IEEE}
   }

3. Distortion-induced saliency shifts in video

   Xinbo Wu, Jianxun Lou, Zhengyan Dong, Fan Zhang, Paul Rosin, and Hantao Liu

   IEEE Transactions on Multimedia, 2025

   DOI Bib

   @article{wu2025distortion,
     title = {Distortion-induced saliency shifts in video},
     author = {Wu, Xinbo and Lou, Jianxun and Dong, Zhengyan and Zhang, Fan and Rosin, Paul and Liu, Hantao},
     journal = {IEEE Transactions on Multimedia},
     doi = {10.1109/TMM.2025.3599087},
     year = {2025},
     publisher = {IEEE}
   }

2024

1. SPIC

   

   CVEGAN: a perceptually-inspired gan for compressed video enhancement

   Di Ma, Fan Zhang, and David R Bull

   Signal Processing: Image Communication, 2024

   DOI arXiv Bib

   @article{ma2024cvegan,
     title = {CVEGAN: a perceptually-inspired gan for compressed video enhancement},
     author = {Ma, Di and Zhang, Fan and Bull, David R},
     journal = {Signal Processing: Image Communication},
     volume = {127},
     pages = {117127},
     year = {2024},
     cod = {https://github.com/fan-aaron-zhang/cvegan},
     doi = {10.1016/j.image.2024.117127},
     publisher = {Elsevier}
   }

2. NeurIPS

   

   NVRC: Neural video representation compression

   Ho Man Kwan, Ge Gao, Fan Zhang, Andrew Gower, and David Bull

   NeurIPS, 2024

   arXiv Bib Code

   @article{kwan2024nvrc,
     title = {NVRC: Neural video representation compression},
     author = {Kwan, Ho Man and Gao, Ge and Zhang, Fan and Gower, Andrew and Bull, David},
     journal = {NeurIPS},
     volume = {37},
     pages = {132440--132462},
     year = {2024}
   }

3. Survey on visual signal coding and processing with generative models: Technologies, standards, and optimization

   Zhibo Chen, Heming Sun, Li Zhang, and Fan Zhang

   IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2024

   DOI arXiv Bib

   @article{chen2024survey,
     title = {Survey on visual signal coding and processing with generative models: Technologies, standards, and optimization},
     author = {Chen, Zhibo and Sun, Heming and Zhang, Li and Zhang, Fan},
     journal = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
     volume = {14},
     number = {2},
     pages = {149--171},
     year = {2024},
     doi = {10.1109/JETCAS.2024.3403524},
     publisher = {IEEE}
   }

4. Guest Editorial Advances in Generative Visual Signal Coding and Processing

   Zhibo Chen, Heming Sun, Li Zhang, and Fan Zhang

   IEEE JETCAS, 2024

   DOI Bib

   @article{chen2024guest,
     title = {Guest Editorial Advances in Generative Visual Signal Coding and Processing},
     author = {Chen, Zhibo and Sun, Heming and Zhang, Li and Zhang, Fan},
     journal = {IEEE JETCAS},
     volume = {14},
     number = {2},
     pages = {145--148},
     year = {2024},
     doi = {10.1109/JETCAS.2024.3403318},
     publisher = {IEEE}
   }

2023

1. A multiple-UAV architecture for autonomous media production

   Ioannis Mademlis, Arturo Torres-Gonzalez, Jesus Capitan, Maurizio Montagnuolo, Alberto Messina, Fulvio Negro, Cedric Le Barz, Tiago Goncalves, Rita Cunha, Bruno Guerreiro, and others

   Multimedia Tools and Applications, 2023

   DOI Bib

   @article{mademlis2023multiple,
     title = {A multiple-UAV architecture for autonomous media production},
     author = {Mademlis, Ioannis and Torres-Gonzalez, Arturo and Capitan, Jesus and Montagnuolo, Maurizio and Messina, Alberto and Negro, Fulvio and Le Barz, Cedric and Goncalves, Tiago and Cunha, Rita and Guerreiro, Bruno and others},
     journal = {Multimedia Tools and Applications},
     volume = {82},
     number = {2},
     pages = {1905--1934},
     year = {2023},
     doi = {10.1007/s11042-022-13319-8},
     publisher = {Springer US New York}
   }

2. TIP

   

   BVI-VFI: a video quality database for video frame interpolation

   Duolikun Danier, Fan Zhang, and David R Bull

   IEEE Transactions on Image Processing, 2023

   DOI arXiv Bib Data

   @article{danier2023bvi,
     title = {BVI-VFI: a video quality database for video frame interpolation},
     author = {Danier, Duolikun and Zhang, Fan and Bull, David R},
     journal = {IEEE Transactions on Image Processing},
     volume = {32},
     pages = {6004--6019},
     year = {2023},
     doi = {10.1109/TIP.2023.3327912},
     publisher = {IEEE}
   }

2022

1. BVI-CC: A Dataset for Research on Video Compression and Quality Assessment

   Angeliki Katsenou, Fan Zhang, Mariana Afonso, Goce Dimitrov, and David R Bull

   Frontiers in Signal Processing, 2022

   DOI Bib Data

   @article{katsenou2022bvi,
     title = {BVI-CC: A Dataset for Research on Video Compression and Quality Assessment},
     author = {Katsenou, Angeliki and Zhang, Fan and Afonso, Mariana and Dimitrov, Goce and Bull, David R},
     journal = {Frontiers in Signal Processing},
     pages = {22},
     year = {2022},
     doi = {10.3389/frsip.2022.874200},
     publisher = {Frontiers}
   }

2021

1. ViSTRA2: Video coding using spatial resolution and effective bit depth adaptation

   Fan Zhang, Mariana Afonso, and David R Bull

   Signal Processing: Image Communication, 2021

   DOI arXiv Bib Code

   @article{zhang2021vistra2,
     title = {ViSTRA2: Video coding using spatial resolution and effective bit depth adaptation},
     author = {Zhang, Fan and Afonso, Mariana and Bull, David R},
     journal = {Signal Processing: Image Communication},
     volume = {97},
     pages = {116355},
     year = {2021},
     doi = {10.1016/j.image.2021.116355},
     publisher = {Elsevier}
   }

2. Video compression with CNN-based post processing

   Fan Zhang, Di Ma, Chen Feng, and David R Bull

   IEEE MultiMedia, 2021

   DOI arXiv Bib

   @article{zhang2021video,
     title = {Video compression with CNN-based post processing},
     author = {Zhang, Fan and Ma, Di and Feng, Chen and Bull, David R},
     journal = {IEEE MultiMedia},
     year = {2021},
     doi = {10.1109/MMUL.2021.3052437},
     publisher = {IEEE}
   }

3. Optimising VVC Encoding Using Key Frame Selection

   Sanat Nagaraju, Fan Zhang, Seishi Takamura, and David R Bull

   IIEEJ Transactions On Image Electronics and Visual Computing, 2021

   Bib

   @article{nagaraju2021optimising,
     title = {Optimising VVC Encoding Using Key Frame Selection},
     author = {Nagaraju, Sanat and Zhang, Fan and Takamura, Seishi and Bull, David R},
     journal = {IIEEJ Transactions On Image Electronics and Visual Computing},
     volume = {9},
     number = {2},
     pages = {78--85},
     year = {2021}
   }

4. TMM

   

   BVI-DVC: a training database for deep video compression

   Di Ma, Fan Zhang, and David Bull

   IEEE Transactions on Multimedia, 2021

   DOI arXiv Bib Data

   @article{ma2021bvi,
     title = {BVI-DVC: a training database for deep video compression},
     author = {Ma, Di and Zhang, Fan and Bull, David},
     journal = {IEEE Transactions on Multimedia},
     year = {2021},
     volume = {24},
     pages = {3847--3858},
     doi = {10.1109/TMM.2021.3108943},
     publisher = {IEEE}
   }

2020

1. MFRNet: a new CNN architecture for post-processing and in-loop filtering

   Di Ma, Fan Zhang, and David R Bull

   IEEE Journal of Selected Topics in Signal Processing, 2020

   DOI arXiv Bib Code

   @article{ma2020mfrnet,
     title = {MFRNet: a new CNN architecture for post-processing and in-loop filtering},
     author = {Ma, Di and Zhang, Fan and Bull, David R},
     journal = {IEEE Journal of Selected Topics in Signal Processing},
     volume = {15},
     number = {2},
     pages = {378--387},
     year = {2020},
     doi = {10.1109/JSTSP.2020.3043064},
     publisher = {IEEE}
   }

2018

1. A study of high frame rate video formats

   Alex Mackin, Fan Zhang, and David R Bull

   IEEE Transactions on Multimedia, 2018

   DOI Bib Data

   @article{mackin2018study,
     title = {A study of high frame rate video formats},
     author = {Mackin, Alex and Zhang, Fan and Bull, David R},
     journal = {IEEE Transactions on Multimedia},
     volume = {21},
     number = {6},
     pages = {1499--1512},
     year = {2018},
     doi = {10.1109/TMM.2018.2880603},
     publisher = {IEEE}
   }

2. Video compression based on spatio-temporal resolution adaptation

   Mariana Afonso, Fan Zhang, and David R Bull

   IEEE Transactions on Circuits and Systems for Video Technology, 2018

   DOI Bib

   @article{afonso2018video,
     title = {Video compression based on spatio-temporal resolution adaptation},
     author = {Afonso, Mariana and Zhang, Fan and Bull, David R},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     volume = {29},
     number = {1},
     doi = {10.1109/TCSVT.2018.2878952},
     pages = {275--280},
     year = {2018},
     publisher = {IEEE}
   }

3. Rate-distortion optimization using adaptive Lagrange multipliers

   Fan Zhang and David R Bull

   IEEE Transactions on Circuits and Systems for Video Technology, 2018

   DOI Bib

   @article{zhang2018rate,
     title = {Rate-distortion optimization using adaptive Lagrange multipliers},
     author = {Zhang, Fan and Bull, David R},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     volume = {29},
     number = {10},
     doi = {10.1109/TCSVT.2018.2873837},
     pages = {3121--3131},
     year = {2018},
     publisher = {IEEE}
   }

4. BVI-HD: A video quality database for HEVC compressed and texture synthesized content

   Fan Zhang, Felix Mercer Moss, Roland Baddeley, and David R Bull

   IEEE Transactions on Multimedia, 2018

   DOI Bib Data

   @article{zhang2018bvi,
     title = {BVI-HD: A video quality database for HEVC compressed and texture synthesized content},
     author = {Zhang, Fan and Moss, Felix Mercer and Baddeley, Roland and Bull, David R},
     journal = {IEEE Transactions on Multimedia},
     volume = {20},
     number = {10},
     pages = {2620--2630},
     year = {2018},
     doi = {10.1109/TMM.2018.2817070},
     publisher = {IEEE}
   }

5. Reduced-reference Video Quality Metric Using Spatial Information in Salient Regions

   Farah Diyana Abdul Rahman, Dimitris Agrafiotis, Othman O Khalifa, and Fan Zhang

   TELKOMNIKA (Telecommunication Computing Electronics and Control), 2018

   Bib

   @article{rahman2018reduced,
     title = {Reduced-reference Video Quality Metric Using Spatial Information in Salient Regions},
     author = {Rahman, Farah Diyana Abdul and Agrafiotis, Dimitris and Khalifa, Othman O and Zhang, Fan},
     journal = {TELKOMNIKA (Telecommunication Computing Electronics and Control)},
     volume = {16},
     number = {3},
     pages = {965--973},
     year = {2018}
   }

6. Exploring the challenges of higher frame rates: from quality assessment to frame rate selection

   Angeliki V Katsenou, Alex Mackin, Di Ma, F Zhang, and DR Bull

   IEEE COMSOC MMTC Communications-Frontiers (E-Letter), 2018

   Bib

   @article{katsenou2018exploring,
     title = {Exploring the challenges of higher frame rates: from quality assessment to frame rate selection},
     author = {Katsenou, Angeliki V and Mackin, Alex and Ma, Di and Zhang, F and Bull, DR},
     journal = {IEEE COMSOC MMTC Communications-Frontiers (E-Letter)},
     volume = {1},
     year = {2018}
   }

2016

1. Support for reduced presentation durations in subjective video quality assessment

   Felix Mercer Moss, Chun-Ting Yeh, Fan Zhang, Roland Baddeley, and David R Bull

   SPIC, 2016

   DOI Bib

   @article{moss2016support,
     title = {Support for reduced presentation durations in subjective video quality assessment},
     author = {Moss, Felix Mercer and Yeh, Chun-Ting and Zhang, Fan and Baddeley, Roland and Bull, David R},
     journal = {SPIC},
     volume = {48},
     pages = {38--49},
     year = {2016},
     doi = {10.1016/j.image.2016.08.005},
     publisher = {Elsevier}
   }

2015

1. On the optimal presentation duration for subjective video quality assessment

   Felix Mercer Moss, Ke Wang, Fan Zhang, Roland Baddeley, and David R Bull

   IEEE Transactions on Circuits and Systems for Video Technology, 2015

   DOI Bib

   @article{moss2015optimal,
     title = {On the optimal presentation duration for subjective video quality assessment},
     author = {Moss, Felix Mercer and Wang, Ke and Zhang, Fan and Baddeley, Roland and Bull, David R},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     volume = {26},
     number = {11},
     pages = {1977--1987},
     year = {2015},
     doi = {10.1109/TCSVT.2015.2461971},
     publisher = {IEEE}
   }

2. A perception-based hybrid model for video quality assessment

   Fan Zhang and David R Bull

   IEEE Transactions on Circuits and Systems for Video Technology, 2015

   DOI Bib Code

   @article{zhang2015perception,
     title = {A perception-based hybrid model for video quality assessment},
     author = {Zhang, Fan and Bull, David R},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     volume = {26},
     number = {6},
     pages = {1017--1028},
     doi = {10.1109/TCSVT.2015.2428551},
     year = {2015},
     publisher = {IEEE}
   }

2012

1. Perception-oriented video coding based on image analysis and completion: A review

   Patrick Ndjiki-Nya, Dimitar Doshkov, Hagen Kaprykowsky, Fang Zhang, Dave Bull, and Thomas Wiegand

   Signal Processing: Image Communication, 2012

   DOI Bib

   @article{ndjiki2012perception,
     title = {Perception-oriented video coding based on image analysis and completion: A review},
     author = {Ndjiki-Nya, Patrick and Doshkov, Dimitar and Kaprykowsky, Hagen and Zhang, Fang and Bull, Dave and Wiegand, Thomas},
     journal = {Signal Processing: Image Communication},
     volume = {27},
     number = {6},
     pages = {579--594},
     year = {2012},
     doi = {10.1016/j.image.2012.01.003},
     publisher = {Elsevier}
   }

2011

1. A parametric framework for video compression using region-based texture models

   Fan Zhang and David R Bull

   JSTSP, 2011

   DOI Bib

   @article{zhang2011parametric,
     title = {A parametric framework for video compression using region-based texture models},
     author = {Zhang, Fan and Bull, David R},
     journal = {JSTSP},
     volume = {5},
     number = {7},
     pages = {1378--1392},
     year = {2011},
     doi = {10.1109/JSTSP.2011.2165201},
     publisher = {IEEE}
   }

Conference Articles

2025

1. ICCV

   

   GIViC: Generative Implicit Video Compression

   Ge Gao, Siyue Teng, Tianhao Peng, Fan Zhang, and David Bull

   ICCV, 2025

   arXiv Bib

   @inproceedings{gao2025givic,
     title = {GIViC: Generative Implicit Video Compression},
     author = {Gao, Ge and Teng, Siyue and Peng, Tianhao and Zhang, Fan and Bull, David},
     booktitle = {ICCV},
     year = {2025}
   }

2. ICCV

   

   Blind Video Super-Resolution based on Implicit Kernels

   Qiang Zhu, Yuxuan Jiang, Shuyuan Zhu, Fan Zhang, David Bull, and Bing Zeng

   ICCV, 2025

   arXiv Bib Code

   @inproceedings{zhu2025blind,
     title = {Blind Video Super-Resolution based on Implicit Kernels},
     author = {Zhu, Qiang and Jiang, Yuxuan and Zhu, Shuyuan and Zhang, Fan and Bull, David and Zeng, Bing},
     booktitle = {ICCV},
     year = {2025}
   }

3. ICCV

   

   CULTURE3D: Cultural Landmarks and Terrain Dataset for 3D Applications

   Xinyi Zheng, Steve Zhang, Weizhe Lin, Fan Zhang, Walterio W Mayol-Cuevas, and Junxiao Shen

   ICCV, 2025

   arXiv Bib

   @inproceedings{zheng2025culture3d,
     title = {CULTURE3D: Cultural Landmarks and Terrain Dataset for 3D Applications},
     author = {Zheng, Xinyi and Zhang, Steve and Lin, Weizhe and Zhang, Fan and Mayol-Cuevas, Walterio W and Shen, Junxiao},
     booktitle = {ICCV},
     year = {2025}
   }

4. WACV

   

   MVAD: A multiple visual artifact detector for video streaming

   Chen Feng, Duolikun Danier, Fan Zhang, Alex Mackin, Andrew Collins, and David Bull

   WACV, 2025

   DOI arXiv Bib Code

   @inproceedings{feng2025mvad,
     title = {MVAD: A multiple visual artifact detector for video streaming},
     author = {Feng, Chen and Danier, Duolikun and Zhang, Fan and Mackin, Alex and Collins, Andrew and Bull, David},
     booktitle = {WACV},
     doi = {10.1109/WACV61041.2025.00311},
     pages = {3148--3158},
     year = {2025},
     organization = {IEEE}
   }

5. AAAI (oral)

   

   PNVC: Towards practical inr-based video compression

   Ge Gao, Ho Man Kwan, Fan Zhang, and David Bull

   AAAI (oral), 2025

   DOI arXiv Bib

   @inproceedings{gao2025pnvc,
     title = {PNVC: Towards practical inr-based video compression},
     author = {Gao, Ge and Kwan, Ho Man and Zhang, Fan and Bull, David},
     booktitle = {AAAI (oral)},
     doi = {10.1609/aaai.v39i3.32315},
     volume = {39},
     number = {3},
     pages = {3068--3076},
     year = {2025},
   }

6. WACV

   

   UW-GS: Distractor-aware 3d gaussian splatting for enhanced underwater scene reconstruction

   Haoran Wang, Nantheera Anantrasirichai, Fan Zhang, and David Bull

   WACV, 2025

   DOI arXiv Bib Data Code

   @inproceedings{wang2025uw,
     title = {UW-GS: Distractor-aware 3d gaussian splatting for enhanced underwater scene reconstruction},
     author = {Wang, Haoran and Anantrasirichai, Nantheera and Zhang, Fan and Bull, David},
     booktitle = {WACV},
     pages = {3280--3289},
     year = {2025},
     doi = {10.1109/WACV61041.2025.00324},
     organization = {IEEE}
   }

7. BVI-CR: A Multi-View Human Dataset for Volumetric Video Compression

   Ge Gao, Adrian Azzarelli, Ho Man Kwan, Nantheera Anantrasirichai, Fan Zhang, Will Andrew, Oliver Moolan-Feroze, and David Bull

   ISCAS, 2025

   DOI arXiv Bib Data

   @inproceedings{gao2025bvi,
     title = {BVI-CR: A Multi-View Human Dataset for Volumetric Video Compression},
     author = {Gao, Ge and Azzarelli, Adrian and Kwan, Ho Man and Anantrasirichai, Nantheera and Zhang, Fan and Andrew, Will and Moolan-Feroze, Oliver and Bull, David},
     booktitle = {ISCAS},
     pages = {1--5},
     year = {2025},
     doi = {10.1109/ISCAS56072.2025.11044241},
     organization = {IEEE}
   }

8. Cross-Space Alignment-based Attribute Artifact Removal for V-PCC

   Yu Liu, Mingfei Hu, Qiang Zhu, Zeliang Li, Siu-Kei Au Yeung, Shuyuan Zhu, Lihuo He, and Fan Zhang

   ISCAS, 2025

   DOI Bib

   @inproceedings{liu2025cross,
     title = {Cross-Space Alignment-based Attribute Artifact Removal for V-PCC},
     author = {Liu, Yu and Hu, Mingfei and Zhu, Qiang and Li, Zeliang and Yeung, Siu-Kei Au and Zhu, Shuyuan and He, Lihuo and Zhang, Fan},
     booktitle = {ISCAS},
     pages = {1--5},
     year = {2025},
     doi = {10.1109/ISCAS56072.2025.11043854},
     organization = {IEEE}
   }

9. RTSR: A real-time super-resolution model for av1 compressed content

   Yuxuan Jiang, Jakub Nawała, Chen Feng, Fan Zhang, Xiaoqing Zhu, Joel Sole, and David Bull

   ISCAS, 2025

   DOI arXiv Bib

   @inproceedings{jiang2025rtsr,
     title = {RTSR: A real-time super-resolution model for av1 compressed content},
     author = {Jiang, Yuxuan and Nawa{\l}a, Jakub and Feng, Chen and Zhang, Fan and Zhu, Xiaoqing and Sole, Joel and Bull, David},
     booktitle = {ISCAS},
     pages = {1--5},
     year = {2025},
     doi = {10.1109/ISCAS56072.2025.11044297},
     organization = {IEEE}
   }

10. CVPR

    

    HIIF: Hierarchical encoding based implicit image function for continuous super-resolution

    Yuxuan Jiang, Ho Man Kwan, Tianhao Peng, Ge Gao, Fan Zhang, Xiaoqing Zhu, Joel Sole, and David Bull

    CVPR, 2025

    DOI arXiv Bib Code

    @inproceedings{jiang2025hiif,
      title = {HIIF: Hierarchical encoding based implicit image function for continuous super-resolution},
      author = {Jiang, Yuxuan and Kwan, Ho Man and Peng, Tianhao and Gao, Ge and Zhang, Fan and Zhu, Xiaoqing and Sole, Joel and Bull, David},
      booktitle = {CVPR},
      doi = {10.1109/CVPR52734.2025.00219},
      pages = {2289--2299},
      year = {2025}
    }

11. X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding

    Wenqi Zhou, Kai Cao, Hao Zheng, Xinyi Zheng, Miao Liu, Per Ola Kristensson, Walterio Mayol-Cuevas, Fan Zhang, Weizhe Lin, and Junxiao Shen

    EMNLP Findings, 2025

    arXiv Bib

    @inproceedings{zhou2025x,
      title = {X-LeBench: A Benchmark for Extremely Long Egocentric Video Understanding},
      author = {Zhou, Wenqi and Cao, Kai and Zheng, Hao and Zheng, Xinyi and Liu, Miao and Kristensson, Per Ola and Mayol-Cuevas, Walterio and Zhang, Fan and Lin, Weizhe and Shen, Junxiao},
      booktitle = {EMNLP Findings},
      year = {2025}
    }

12. AquaNeRF: Neural radiance fields in underwater media with distractor removal

    Luca Gough, Adrian Azzarelli, Fan Zhang, and Nantheera Anantrasirichai

    ISCAS, 2025

    DOI arXiv Bib

    @inproceedings{gough2025aquanerf,
      title = {AquaNeRF: Neural radiance fields in underwater media with distractor removal},
      author = {Gough, Luca and Azzarelli, Adrian and Zhang, Fan and Anantrasirichai, Nantheera},
      booktitle = {ISCAS},
      pages = {1--5},
      doi = {10.1109/ISCAS56072.2025.11043480},
      year = {2025},
      organization = {IEEE}
    }

13. DaBiT: Depth and blur informed transformer for video deblurring

    Crispian Morris, Nantheera Anantrasirichai, Fan Zhang, and David Bull

    WACV Workshop, 2025

    DOI arXiv Bib

    @inproceedings{morris2025dabit,
      title = {DaBiT: Depth and blur informed transformer for video deblurring},
      author = {Morris, Crispian and Anantrasirichai, Nantheera and Zhang, Fan and Bull, David},
      booktitle = {WACV Workshop},
      doi = {10.1109/WACVW65960.2025.00038},
      pages = {315--325},
      year = {2025}
    }

14. ICCV Workshop

    

    C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales

    Yuxuan Jiang, Chengxi Zeng, Siyue Teng, Fan Zhang, Xiaoqing Zhu, Joel Sole, and David Bull

    ICCV AIGENS Workshop, 2025

    arXiv Bib

    @inproceedings{jiang2025c2d,
      title = {C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales},
      author = {Jiang, Yuxuan and Zeng, Chengxi and Teng, Siyue and Zhang, Fan and Zhu, Xiaoqing and Sole, Joel and Bull, David},
      booktitle = {ICCV AIGENS Workshop},
      year = {2025}
    }

15. Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation

    Chengxi Zeng, Yuxuan Jiang, Fan Zhang, Alberto Gambaruto, and Tilo Burghardt

    CVPR ELVM Workshop, 2025

    arXiv Bib

    @inproceedings{zeng2025agglomerating,
      title = {Agglomerating Large Vision Encoders via Distillation for VFSS Segmentation},
      author = {Zeng, Chengxi and Jiang, Yuxuan and Zhang, Fan and Gambaruto, Alberto and Burghardt, Tilo},
      booktitle = {CVPR ELVM Workshop},
      year = {2025}
    }

16. Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline

    Joanne Lin, Crispian Morris, Ruirui Lin, Fan Zhang, David Bull, and Nantheera Anantrasirichai

    ACMMM McGE Workshop, 2025

    arXiv Bib

    @inproceedings{lin2025towards,
      title = {Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline},
      author = {Lin, Joanne and Morris, Crispian and Lin, Ruirui and Zhang, Fan and Bull, David and Anantrasirichai, Nantheera},
      booktitle = {ACMMM McGE Workshop},
      year = {2025}
    }

17. The tenth NTIRE 2025 efficient super-resolution challenge report

    Bin Ren, Hang Guo, Lei Sun, Zongwei Wu, Radu Timofte, and Yawei Li

    CVPR Workshop, 2025

    arXiv Bib

    @inproceedings{ren2025tenth,
      title = {The tenth NTIRE 2025 efficient super-resolution challenge report},
      author = {Ren, Bin and Guo, Hang and Sun, Lei and Wu, Zongwei and Timofte, Radu and Li, Yawei},
      booktitle = {CVPR Workshop},
      pages = {917--966},
      year = {2025}
    }

18. NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Methods and results

    Xin Li, Kun Yuan, Bingchen Li, Fengbin Guan, Yizhen Shao, Zihao Yu, Xijun Wang, Yiting Lu, Wei Luo, Suhang Yao, and others

    CVPR Workshop, 2025

    arXiv Bib

    @inproceedings{li2025ntire,
      title = {NTIRE 2025 challenge on short-form ugc video quality assessment and enhancement: Methods and results},
      author = {Li, Xin and Yuan, Kun and Li, Bingchen and Guan, Fengbin and Shao, Yizhen and Yu, Zihao and Wang, Xijun and Lu, Yiting and Luo, Wei and Yao, Suhang and others},
      booktitle = {CVPR Workshop},
      pages = {1092--1103},
      year = {2025}
    }

19. Compressed Video Super-Resolution based on Hierarchical Encoding

    Yuxuan Jiang, Siyue Teng, Qiang Zhu, Chen Feng, Chengxi Zeng, Fan Zhang, Shuyuan Zhu, Bing Zeng, and David Bull

    ICME Workshop, 2025

    arXiv Bib

    @inproceedings{jiang2025compressed,
      title = {Compressed Video Super-Resolution based on Hierarchical Encoding},
      author = {Jiang, Yuxuan and Teng, Siyue and Zhu, Qiang and Feng, Chen and Zeng, Chengxi and Zhang, Fan and Zhu, Shuyuan and Zeng, Bing and Bull, David},
      booktitle = {ICME Workshop},
      year = {2025}
    }

20. Enhancing HDR Video Compression based on Deep Effective Bit Depth Adaptation

    Chen Feng, Zihao Qi, Duolikun Danier, Fan Zhang, Xiaozhong Xu, Shan Liu, and David Bull

    ISCAS, 2025

    DOI arXiv Bib

    @inproceedings{feng2025enhancing,
      title = {Enhancing HDR Video Compression based on Deep Effective Bit Depth Adaptation},
      author = {Feng, Chen and Qi, Zihao and Danier, Duolikun and Zhang, Fan and Xu, Xiaozhong and Liu, Shan and Bull, David},
      booktitle = {ISCAS},
      pages = {1--5},
      doi = {10.1109/ISCAS56072.2025.11043620},
      year = {2025},
      organization = {IEEE}
    }

2024

1. WACV

   

   Rankdvqa: Deep vqa based on ranking-inspired hybrid training

   Chen Feng, Duolikun Danier, Fan Zhang, and David Bull

   WACV, 2024

   DOI arXiv Bib Code

   @inproceedings{feng2024rankdvqa,
     title = {Rankdvqa: Deep vqa based on ranking-inspired hybrid training},
     author = {Feng, Chen and Danier, Duolikun and Zhang, Fan and Bull, David},
     booktitle = {WACV},
     pages = {1648--1658},
     doi = {10.1109/WACV57701.2024.00167},
     year = {2024}
   }

2. AAAI

   

   LDMVFI: Video frame interpolation with latent diffusion models

   Duolikun Danier, Fan Zhang, and David Bull

   AAAI, 2024

   DOI arXiv Bib Code

   @inproceedings{danier2024ldmvfi,
     title = {LDMVFI: Video frame interpolation with latent diffusion models},
     author = {Danier, Duolikun and Zhang, Fan and Bull, David},
     booktitle = {AAAI},
     volume = {38},
     number = {2},
     doi = {10.1609/aaai.v38i2.27912},
     pages = {1472--1480},
     year = {2024}
   }

3. BVI-Artefact: An artefact detection benchmark dataset for streamed videos

   Chen Feng, Duolikun Danier, Fan Zhang, Alex Mackin, Andy Collins, and David Bull

   Picture Coding Symposium, 2024

   DOI arXiv Bib Data

   @inproceedings{feng2024bvi,
     title = {BVI-Artefact: An artefact detection benchmark dataset for streamed videos},
     author = {Feng, Chen and Danier, Duolikun and Zhang, Fan and Mackin, Alex and Collins, Andy and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     doi = {10.1109/PCS60826.2024.10566356},
     year = {2024},
     organization = {IEEE}
   }

4. RankDVQA-mini: Knowledge distillation-driven deep video quality assessment

   Chen Feng, Duolikun Danier, Haoran Wang, Fan Zhang, Benoit Vallade, Alex Mackin, and David Bull

   Picture Coding Symposium, 2024

   DOI arXiv Bib

   @inproceedings{feng2024rankdvqb,
     title = {RankDVQA-mini: Knowledge distillation-driven deep video quality assessment},
     author = {Feng, Chen and Danier, Duolikun and Wang, Haoran and Zhang, Fan and Vallade, Benoit and Mackin, Alex and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2024},
     doi = {10.1109/PCS60826.2024.10566364},
     organization = {IEEE}
   }

5. Full-reference video quality assessment for user generated content transcoding

   Zihao Qi, Chen Feng, Duolikun Danier, Fan Zhang, Xiaozhong Xu, Shan Liu, and David Bull

   Picture Coding Symposium, 2024

   DOI arXiv Bib

   @inproceedings{qi2024full,
     title = {Full-reference video quality assessment for user generated content transcoding},
     author = {Qi, Zihao and Feng, Chen and Danier, Duolikun and Zhang, Fan and Xu, Xiaozhong and Liu, Shan and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2024},
     doi = {10.1109/PCS60826.2024.10566416},
     organization = {IEEE}
   }

6. Compressing deep image super-resolution models

   Yuxuan Jiang, Jakub Nawała, Fan Zhang, and David Bull

   Picture Coding Symposium, 2024

   DOI arXiv Bib Code

   @inproceedings{jiang2024compressing,
     title = {Compressing deep image super-resolution models},
     author = {Jiang, Yuxuan and Nawa{\l}a, Jakub and Zhang, Fan and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2024},
     doi = {10.1109/PCS60826.2024.10566374},
     organization = {IEEE}
   }

7. Immersive video compression using implicit neural representations

   Ho Man Kwan, Fan Zhang, Andrew Gower, and David Bull

   Picture Coding Symposium, 2024

   DOI arXiv Bib

   @inproceedings{kwan2024immersive,
     title = {Immersive video compression using implicit neural representations},
     author = {Kwan, Ho Man and Zhang, Fan and Gower, Andrew and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2024},
     doi = {10.1109/PCS60826.2024.10566345},
     organization = {IEEE}
   }

8. ECCV

   

   MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution

   Yuxuan Jiang, Chen Feng, Fan Zhang, and David Bull

   ECCV, 2024

   DOI arXiv Bib Code

   @inproceedings{jiang2024mtkd,
     title = {MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution},
     author = {Jiang, Yuxuan and Feng, Chen and Zhang, Fan and Bull, David},
     booktitle = {ECCV},
     pages = {364--382},
     year = {2024},
     doi = {10.1007/978-3-031-72933-1_21},
     organization = {Springer}
   }

9. ECCV Workshop

   

   RMT-BVQA: Recurrent memory transformer-based blind video quality assessment for enhanced video content

   Tianhao Peng, Chen Feng, Duolikun Danier, Fan Zhang, Benoit Vallade, Alex Mackin, and David Bull

   ECCV AIM Workshop, 2024

   DOI arXiv Bib Code

   @inproceedings{peng2024rmt,
     title = {RMT-BVQA: Recurrent memory transformer-based blind video quality assessment for enhanced video content},
     author = {Peng, Tianhao and Feng, Chen and Danier, Duolikun and Zhang, Fan and Vallade, Benoit and Mackin, Alex and Bull, David},
     organization = {Springer},
     doi = {10.1007/978-3-031-91838-4_7},
     booktitle = {ECCV AIM Workshop},
     year = {2024}
   }

10. Accelerating learnt video codecs with gradient decay and layer-wise distillation

    Tianhao Peng, Ge Gao, Heming Sun, Fan Zhang, and David Bull

    Picture Coding Symposium, 2024

    DOI arXiv Bib Code

    @inproceedings{peng2024accelerating,
      title = {Accelerating learnt video codecs with gradient decay and layer-wise distillation},
      author = {Peng, Tianhao and Gao, Ge and Sun, Heming and Zhang, Fan and Bull, David},
      booktitle = {Picture Coding Symposium},
      pages = {1--5},
      year = {2024},
      doi = {10.1109/PCS60826.2024.10566283},
      organization = {IEEE}
    }

11. BVI-AOM: A New Training Dataset for Deep Video Compression Optimization

    Jakub Nawała, Yuxuan Jiang, Fan Zhang, Xiaoqing Zhu, Joel Sole, and David Bull

    VCIP, 2024

    DOI arXiv Bib Data

    @inproceedings{nawala2024bvi,
      title = {BVI-AOM: A New Training Dataset for Deep Video Compression Optimization},
      author = {Nawa{\l}a, Jakub and Jiang, Yuxuan and Zhang, Fan and Zhu, Xiaoqing and Sole, Joel and Bull, David},
      booktitle = {VCIP},
      pages = {1--5},
      year = {2024},
      doi = {10.1109/VCIP63160.2024.10849837},
      organization = {IEEE}
    }

12. Benchmarking Conventional and Learned Video Codecs with a Low-Delay Configuration

    Siyue Teng, Yuxuan Jiang, Ge Gao, Fan Zhang, Thomas Davis, Zoe Liu, and David Bull

    VCIP, 2024

    DOI arXiv Bib

    @inproceedings{teng2024benchmarking,
      title = {Benchmarking Conventional and Learned Video Codecs with a Low-Delay Configuration},
      author = {Teng, Siyue and Jiang, Yuxuan and Gao, Ge and Zhang, Fan and Davis, Thomas and Liu, Zoe and Bull, David},
      booktitle = {VCIP},
      pages = {1--5},
      year = {2024},
      doi = {10.1109/VCIP63160.2024.10849793},
      organization = {IEEE}
    }

13. AIM 2024 challenge on efficient video super-resolution for AV1 compressed content

    Marcos V Conde, Zhijun Lei, Wen Li, Christos Bampis, Ioannis Katsavounidis, Radu Timofte, Qing Luo, Jie Song, Linyan Jiang, Haibo Lei, and others

    ECCV AIM Workshop, 2024

    DOI Bib

    @inproceedings{conde2024aim,
      title = {AIM 2024 challenge on efficient video super-resolution for AV1 compressed content},
      author = {Conde, Marcos V and Lei, Zhijun and Li, Wen and Bampis, Christos and Katsavounidis, Ioannis and Timofte, Radu and Luo, Qing and Song, Jie and Jiang, Linyan and Lei, Haibo and others},
      booktitle = {ECCV AIM Workshop},
      pages = {304--325},
      year = {2024},
      doi = {10.1007/978-3-031-91856-8_18},
      arxv = {2409.17256},
      organization = {Springer}
    }

2023

1. ST-MFNet mini: Knowledge distillation-driven frame interpolation

   Crispian Morris, Duolikun Danier, Fan Zhang, Nantheera Anantrasirichai, and David R Bull

   ICIP, 2023

   DOI arXiv Bib Code

   @inproceedings{morris2023st,
     title = {ST-MFNet mini: Knowledge distillation-driven frame interpolation},
     author = {Morris, Crispian and Danier, Duolikun and Zhang, Fan and Anantrasirichai, Nantheera and Bull, David R},
     booktitle = {ICIP},
     pages = {1045--1049},
     year = {2023},
     doi = {10.1109/ICIP49359.2023.10222892},
     organization = {IEEE}
   }

2. NeurIPS

   

   HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation

   Ho Man Kwan, Ge Gao, Fan Zhang, Andrew Gower, and David Bull

   NeurIPS, 2023

   arXiv Bib Code

   @inproceedings{kwan2023hinerv,
     title = {HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation},
     author = {Kwan, Ho Man and Gao, Ge and Zhang, Fan and Gower, Andrew and Bull, David},
     booktitle = {NeurIPS},
     volume = {36},
     year = {2023}
   }

2022

1. ViSTRA3: Video Coding with Deep Parameter Adaptation and Post Processing

   Chen Feng, Duolikun Danier, Charlie Tan, Fan Zhang, and David Bull

   ISCAS, 2022

   DOI arXiv Bib

   @inproceedings{feng2022vistra3,
     title = {ViSTRA3: Video Coding with Deep Parameter Adaptation and Post Processing},
     author = {Feng, Chen and Danier, Duolikun and Tan, Charlie and Zhang, Fan and Bull, David},
     booktitle = {ISCAS},
     pages = {824--828},
     year = {2022},
     doi = {10.1109/ISCAS48785.2022.9937265},
     organization = {IEEE}
   }

2. A subjective quality study for video frame interpolation

   Duolikun Danier, Fan Zhang, and David Bull

   ICIP, 2022

   DOI arXiv Bib Data

   @inproceedings{danier2022subjective,
     title = {A subjective quality study for video frame interpolation},
     author = {Danier, Duolikun and Zhang, Fan and Bull, David},
     booktitle = {ICIP},
     pages = {1361--1365},
     year = {2022},
     doi = {10.1109/ICIP46576.2022.9897364},
     organization = {IEEE}
   }

3. Enhancing deformable convolution based video frame interpolation with coarse-to-fine 3d cnn

   Duolikun Danier, Fan Zhang, and David Bull

   ICIP, 2022

   DOI arXiv Bib Code

   @inproceedings{danier2022enhancing,
     title = {Enhancing deformable convolution based video frame interpolation with coarse-to-fine 3d cnn},
     author = {Danier, Duolikun and Zhang, Fan and Bull, David},
     booktitle = {ICIP},
     pages = {1396--1400},
     year = {2022},
     doi = {10.1109/ICIP46576.2022.9897929},
     organization = {IEEE}
   }

4. A CNN-based Post-Processor for Perceptually-Optimized Immersive Media Compression

   Angeliki Katsenou, Fan Zhang, and David Bull

   ICIP, 2022

   DOI arXiv Bib

   @inproceedings{katsenou2022cnn,
     title = {A CNN-based Post-Processor for Perceptually-Optimized Immersive Media Compression},
     author = {Katsenou, Angeliki and Zhang, Fan and Bull, David},
     booktitle = {ICIP},
     pages = {2761--2765},
     year = {2022},
     doi = { 10.1109/ICIP46576.2022.9897759},
     organization = {IEEE}
   }

5. Enhancing VVC with Deep Learning based Multi-Frame Post-Processing

   Duolikun Danier, Chen Feng, Fan Zhang, and David Bull

   CVPR CLIC Challenge, 2022

   arXiv Bib

   @inproceedings{danier2022enhancinh,
     title = {Enhancing VVC with Deep Learning based Multi-Frame Post-Processing},
     author = {Danier, Duolikun and Feng, Chen and Zhang, Fan and Bull, David},
     booktitle = {CVPR CLIC Challenge},
     year = {2022}
   }

6. CVPR

   

   ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation

   Duolikun Danier, Fan Zhang, and David Bull

   CVPR, 2022

   DOI arXiv Bib Data

   @inproceedings{danier2022st,
     title = {ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation},
     author = {Danier, Duolikun and Zhang, Fan and Bull, David},
     booktitle = {CVPR},
     doi = {10.1109/CVPR52688.2022.00351},
     pages = {3521--3531},
     year = {2022}
   }

7. PCS

   

   FloLPIPS: A Bespoke Video Quality Metric for Frame Interpolation

   Duolikun Danier, Fan Zhang, and David Bull

   Picture Coding Symposium (best paper finalist), 2022

   DOI arXiv Bib Code

   @inproceedings{danier2022flolpips,
     title = {FloLPIPS: A Bespoke Video Quality Metric for Frame Interpolation},
     author = {Danier, Duolikun and Zhang, Fan and Bull, David},
     booktitle = {Picture Coding Symposium (best paper finalist)},
     pages = {283--287},
     year = {2022},
     doi = {10.1109/PCS56426.2022.10018062},
     organization = {IEEE}
   }

8. Identifying pitfalls in the evaluation of saliency models for videos

   Zhengyan Dong, Xinbo Wu, Xin Zhao, Fan Zhang, and Hantao Liu

   IVMSP, 2022

   DOI Bib

   @inproceedings{dong2022identifying,
     title = {Identifying pitfalls in the evaluation of saliency models for videos},
     author = {Dong, Zhengyan and Wu, Xinbo and Zhao, Xin and Zhang, Fan and Liu, Hantao},
     booktitle = {IVMSP},
     doi = {10.1109/IVMSP54334.2022.9816306},
     pages = {1--5},
     year = {2022},
     organization = {IEEE}
   }

9. Analysis of video quality induced spatio-temporal saliency shifts

   Xinbo Wu, Zhengyan Dong, Fan Zhang, Paul L Rosin, and Hantao Liu

   ICIP, 2022

   DOI Bib

   @inproceedings{wu2022analysis,
     title = {Analysis of video quality induced spatio-temporal saliency shifts},
     author = {Wu, Xinbo and Dong, Zhengyan and Zhang, Fan and Rosin, Paul L and Liu, Hantao},
     booktitle = {ICIP},
     pages = {1581--1585},
     year = {2022},
     doi = {10.1109/ICIP46576.2022.9897995},
     organization = {IEEE}
   }

2021

1. Enhancing VMAF through New Feature Integration and Model Combination

   Fan Zhang, Angeliki Katsenou, Christos Bampis, Lukas Krasula, Zhi Li, and David Bull

   Picture Coding Symposium, 2021

   DOI arXiv Bib

   @inproceedings{zhang2021enhancing,
     title = {Enhancing VMAF through New Feature Integration and Model Combination},
     author = {Zhang, Fan and Katsenou, Angeliki and Bampis, Christos and Krasula, Lukas and Li, Zhi and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2021},
     doi = {10.1109/PCS50896.2021.9477458},
     organization = {IEEE}
   }

2. VMAF-based Bitrate Ladder Estimation for Adaptive Streaming

   Angeliki V Katsenou, Fan Zhang, Kyle Swanson, Mariana Afonso, Joel Sole, and David R Bull

   Picture Coding Symposium, 2021

   DOI arXiv Bib

   @inproceedings{katsenou2021vmaf,
     title = {VMAF-based Bitrate Ladder Estimation for Adaptive Streaming},
     author = {Katsenou, Angeliki V and Zhang, Fan and Swanson, Kyle and Afonso, Mariana and Sole, Joel and Bull, David R},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2021},
     doi = {10.1109/PCS50896.2021.9477469},
     organization = {IEEE}
   }

3. A Subjective Study on Videos at Various Bit Depths

   Alex Mackin, Di Ma, Fan Zhang, and David Bull

   Picture Coding Symposium, 2021

   DOI arXiv Bib

   @inproceedings{mackin2021subjective,
     title = {A Subjective Study on Videos at Various Bit Depths},
     author = {Mackin, Alex and Ma, Di and Zhang, Fan and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     year = {2021},
     doi = {10.1109/PCS50896.2021.9477460},
     organization = {IEEE}
   }

4. Key Reference Frame Selection for VVC Encoding

   Sanat Nagaraju, Fan Zhang, and Seishi Takamura

   Proceedings of the Annual Conference of the Institute of Image Electronics Engineers of Japan, 2021

   Bib

   @inproceedings{nagaraju2021key,
     title = {Key Reference Frame Selection for VVC Encoding},
     author = {Nagaraju, Sanat and Zhang, Fan and Takamura, Seishi},
     booktitle = {Proceedings of the Annual Conference of the Institute of Image Electronics Engineers of Japan},
     pages = {12--12},
     year = {2021},
     organization = {The Institute of Image Electronics Engineers of Japan}
   }

2020

1. Encoding in the Dark Grand Challenge: an Overview

   Nantheera Anantrasirichai, Fan Zhang, Alexandra Malyugina, Paul Hill, and Angeliki Katsenou

   ICME Workshop, 2020

   DOI Bib

   @inproceedings{anantrasirichai2020encoding,
     title = {Encoding in the Dark Grand Challenge: an Overview},
     author = {Anantrasirichai, Nantheera and Zhang, Fan and Malyugina, Alexandra and Hill, Paul and Katsenou, Angeliki},
     booktitle = {ICME Workshop},
     pages = {1--6},
     year = {2020},
     doi = {10.1109/ICMEW46912.2020.9106011},
     organization = {IEEE}
   }

2. Gan-Based Effective Bit Depth Adaptation for Perceptual Video Compression

   Di Ma, Fan Zhang, and David R Bull

   ICME, 2020

   DOI Bib

   @inproceedings{ma2020gan,
     title = {Gan-Based Effective Bit Depth Adaptation for Perceptual Video Compression},
     author = {Ma, Di and Zhang, Fan and Bull, David R},
     booktitle = {ICME},
     pages = {1--6},
     year = {2020},
     doi = {10.1109/ICME46284.2020.9102865},
     organization = {IEEE}
   }

3. Enhancing VVC through CNN-based Post-Processing

   Fan Zhang, Chen Feng, and David R Bull

   ICME, 2020

   DOI Bib

   @inproceedings{zhang2020enhancing,
     title = {Enhancing VVC through CNN-based Post-Processing},
     author = {Zhang, Fan and Feng, Chen and Bull, David R},
     booktitle = {ICME},
     pages = {1--6},
     year = {2020},
     doi = {10.1109/ICME46284.2020.9102912},
     organization = {IEEE}
   }

4. Video compression with low complexity CNN-based spatial resolution adaptation

   Di Ma, Fan Zhang, and David R Bull

   SPIE, 2020

   DOI arXiv Bib

   @inproceedings{ma2020video,
     title = {Video compression with low complexity CNN-based spatial resolution adaptation},
     author = {Ma, Di and Zhang, Fan and Bull, David R},
     booktitle = {SPIE},
     volume = {11510},
     pages = {115100D},
     year = {2020},
     doi = {10.1117/12.2567633},
     organization = {International Society for Optics and Photonics}
   }

5. A simulation environment for drone cinematography

   Fan Zhang, David Hall, Tao Xu, Stephen Boyle, and David Bull

   IBC, 2020

   arXiv Bib

   @inproceedings{zhang2020simulation,
     title = {A simulation environment for drone cinematography},
     author = {Zhang, Fan and Hall, David and Xu, Tao and Boyle, Stephen and Bull, David},
     booktitle = {IBC},
     year = {2020}
   }

2019

1. A Subjective Study of Viewing Experience for Drone Videos Using Simulated Conte

   Stephen Boyle, Fan Zhang, and David R Bull

   ICIP, 2019

   DOI Bib

   @inproceedings{boyle2019subjective,
     title = {A Subjective Study of Viewing Experience for Drone Videos Using Simulated Conte},
     author = {Boyle, Stephen and Zhang, Fan and Bull, David R},
     booktitle = {ICIP},
     pages = {1034--1038},
     year = {2019},
     doi = {10.1109/ICIP.2019.8803747},
     organization = {IEEE}
   }

2. A Subjective Comparison of AV1 and HEVC for Adaptive Video Streaming

   Angeliki V Katsenou, Fan Zhang, Mariana Afonso, and David R Bull

   ICIP, 2019

   DOI Bib Data

   @inproceedings{katsenou2019subjective,
     title = {A Subjective Comparison of AV1 and HEVC for Adaptive Video Streaming},
     author = {Katsenou, Angeliki V and Zhang, Fan and Afonso, Mariana and Bull, David R},
     booktitle = {ICIP},
     pages = {4145--4149},
     year = {2019},
     doi = {10.1109/ICIP.2019.8803523},
     organization = {IEEE}
   }

3. A Frame Rate Conversion Method Based on a Virtual Shutter Angle

   Alex Mackin, Fan Zhang, and David Bull

   ICIP, 2019

   DOI Bib

   @inproceedings{mackin2019frame,
     title = {A Frame Rate Conversion Method Based on a Virtual Shutter Angle},
     author = {Mackin, Alex and Zhang, Fan and Bull, David},
     booktitle = {ICIP},
     pages = {4215--4219},
     doi = {10.1109/ICIP.2019.8803489},
     year = {2019},
     organization = {IEEE}
   }

4. Perceptually-inspired super-resolution of compressed videos

   Di Ma, Mariana Afonso, Fan Zhang, and David R Bull

   SPIE, 2019

   DOI Bib

   @inproceedings{ma2019perceptually,
     title = {Perceptually-inspired super-resolution of compressed videos},
     author = {Ma, Di and Afonso, Mariana and Zhang, Fan and Bull, David R},
     booktitle = {SPIE},
     volume = {11137},
     pages = {310--318},
     year = {2019},
     doi = {10.1117/12.2530688},
     organization = {SPIE}
   }

5. Enhanced video compression based on effective bit depth adaptation

   Fan Zhang, Mariana Afonso, and David R Bull

   ICIP, 2019

   DOI Bib

   @inproceedings{zhang2019enhanced,
     title = {Enhanced video compression based on effective bit depth adaptation},
     author = {Zhang, Fan and Afonso, Mariana and Bull, David R},
     booktitle = {ICIP},
     pages = {1720--1724},
     year = {2019},
     doi = {10.1109/ICIP.2019.8803185},
     organization = {IEEE}
   }

6. Environment Capture and Simulation for UAV Cinematography Planning and Training

   Stephen Boyle, Matt Newton, Fan Zhang, and David R Bull

   European Signal Processing Conference, Satellite Workshop: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems, 2019

   Bib

   @inproceedings{boyle2019environment,
     title = {Environment Capture and Simulation for UAV Cinematography Planning and Training},
     author = {Boyle, Stephen and Newton, Matt and Zhang, Fan and Bull, David R},
     booktitle = {European Signal Processing Conference, Satellite Workshop: Signal Processing, Computer Vision and Deep Learning for Autonomous Systems},
     year = {2019}
   }

2018

1. The future of media production through multi-drones’ eyes

   A Messina, S Metta, M Montagnuolo, F Negro, V Mygdalis, I Pitas, J Capitan, A Torres, S Boyle, D Bull, and others

   IBC, 2018

   Bib

   @inproceedings{messina2018future,
     title = {The future of media production through multi-drones' eyes},
     author = {Messina, A and Metta, S and Montagnuolo, M and Negro, F and Mygdalis, V and Pitas, I and Capitan, J and Torres, A and Boyle, S and Bull, D and others},
     eprint = {https://personal.us.es/jcapitan/preprint/messina_ibc18_web.pdf},
     booktitle = {IBC},
     year = {2018}
   }

2. Spatial resolution adaptation framework for video compression

   Mariana Afonso, Fan Zhang, and David R Bull

   SPIE, 2018

   DOI Bib

   @inproceedings{afonso2018spatial,
     title = {Spatial resolution adaptation framework for video compression},
     author = {Afonso, Mariana and Zhang, Fan and Bull, David R},
     booktitle = {SPIE},
     volume = {10752},
     pages = {209--218},
     doi = {https://doi.org/10.1117/12.2320520},
     year = {2018},
     organization = {SPIE}
   }

3. A study of subjective video quality at various spatial resolutions

   Alex Mackin, Mariana Afonso, Fan Zhang, and David Bull

   ICIP, 2018

   DOI Bib Data

   @inproceedings{mackin2018studz,
     title = {A study of subjective video quality at various spatial resolutions},
     author = {Mackin, Alex and Afonso, Mariana and Zhang, Fan and Bull, David},
     booktitle = {ICIP},
     pages = {2830--2834},
     year = {2018},
     doi = {10.1109/ICIP.2018.8451225},
     organization = {IEEE}
   }

4. SRQM: a video quality metric for spatial resolution adaptation

   Alex Mackin, Mariana Afonso, Fan Zhang, and David Bull

   Picture Coding Symposium, 2018

   DOI Bib

   @inproceedings{mackin2018srqm,
     title = {SRQM: a video quality metric for spatial resolution adaptation},
     author = {Mackin, Alex and Afonso, Mariana and Zhang, Fan and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {283--287},
     year = {2018},
     doi = {10.1109/PCS.2018.8456246},
     organization = {IEEE}
   }

2017

1. Low complexity video coding based on spatial resolution adaptation

   Mariana Afonso, Fan Zhang, Angeliki Katsenou, Dimitris Agrafiotis, and David Bull

   ICIP, 2017

   DOI Bib

   @inproceedings{afonso2017low,
     title = {Low complexity video coding based on spatial resolution adaptation},
     author = {Afonso, Mariana and Zhang, Fan and Katsenou, Angeliki and Agrafiotis, Dimitris and Bull, David},
     booktitle = {ICIP},
     pages = {3011--3015},
     year = {2017},
     doi = {10.1109/ICIP.2017.8296835},
     organization = {IEEE}
   }

2. A frame rate dependent video quality metric based on temporal wavelet decomposition and spatiotemporal pooling

   Fan Zhang, Alex Mackin, and David R Bull

   ICIP, 2017

   DOI Bib Code

   @inproceedings{zhang2017frame,
     title = {A frame rate dependent video quality metric based on temporal wavelet decomposition and spatiotemporal pooling},
     author = {Zhang, Fan and Mackin, Alex and Bull, David R},
     booktitle = {ICIP},
     pages = {300--304},
     year = {2017},
     doi = {10.1109/ICIP.2017.8296291},
     organization = {IEEE}
   }

3. Investigating the impact of high frame rates on video compression

   Alex Mackin, Fan Zhang, Miltiadis Alexios Papadopoulos, and David Bull

   ICIP, 2017

   DOI Bib Data

   @inproceedings{mackin2017investigating,
     title = {Investigating the impact of high frame rates on video compression},
     author = {Mackin, Alex and Zhang, Fan and Papadopoulos, Miltiadis Alexios and Bull, David},
     booktitle = {ICIP},
     pages = {295--299},
     year = {2017},
     doi = {10.1109/ICIP.2017.8296290},
     organization = {IEEE}
   }

2016

1. Video texture analysis based on HEVC encoding statistics

   Mariana Afonso, Angeliki Katsenou, Fan Zhang, Dimitris Agrafiotis, and David Bull

   Picture Coding Symposium, 2016

   DOI Bib Data

   @inproceedings{afonso2016video,
     title = {Video texture analysis based on HEVC encoding statistics},
     author = {Afonso, Mariana and Katsenou, Angeliki and Zhang, Fan and Agrafiotis, Dimitris and Bull, David},
     booktitle = {Picture Coding Symposium},
     pages = {1--5},
     doi = {10.1109/PCS.2016.7906312},
     year = {2016},
     organization = {IEEE}
   }

2. An adaptive QP offset determination method for HEVC

   Miltiadis Alexios Papadopoulos, Fan Zhang, Dimitris Agrafiotis, and David Bull

   ICIP, 2016

   DOI Bib

   @inproceedings{papadopoulos2016adaptive,
     title = {An adaptive QP offset determination method for HEVC},
     author = {Papadopoulos, Miltiadis Alexios and Zhang, Fan and Agrafiotis, Dimitris and Bull, David},
     booktitle = {ICIP},
     pages = {4220--4224},
     year = {2016},
     doi = {10.1109/ICIP.2016.7533155},
     organization = {IEEE}
   }

3. HEVC enhancement using content-based local QP selection

   Fan Zhang and David R Bull

   ICIP, 2016

   DOI Bib

   @inproceedings{zhang2016hevc,
     title = {HEVC enhancement using content-based local QP selection},
     author = {Zhang, Fan and Bull, David R},
     booktitle = {ICIP},
     pages = {4215--4219},
     year = {2016},
     doi = {10.1109/ICIP.2016.7533154},
     organization = {IEEE}
   }

4. What’s on TV: A large scale quantitative characterisation of modern broadcast video content

   Felix Mercer Moss, Fan Zhang, Roland Baddeley, and David R Bull

   ICIP, 2016

   DOI Bib

   @inproceedings{moss2016s,
     title = {What's on TV: A large scale quantitative characterisation of modern broadcast video content},
     author = {Moss, Felix Mercer and Zhang, Fan and Baddeley, Roland and Bull, David R},
     booktitle = {ICIP},
     pages = {2425--2429},
     year = {2016},
     doi = {10.1109/ICIP.2016.7532794},
     organization = {IEEE}
   }

2015

1. A video texture database for perceptual compression and quality assessment

   Miltiadis Alexios Papadopoulos, Fan Zhang, Dimitris Agrafiotis, and David Bull

   ICIP, 2015

   DOI Bib Data

   @inproceedings{papadopoulos2015video,
     title = {A video texture database for perceptual compression and quality assessment},
     author = {Papadopoulos, Miltiadis Alexios and Zhang, Fan and Agrafiotis, Dimitris and Bull, David},
     booktitle = {ICIP},
     pages = {2781--2785},
     year = {2015},
     doi = {10.1109/ICIP.2015.7351309},
     organization = {IEEE}
   }

2. An adaptive Lagrange multiplier determination method for rate-distortion optimisation in hybrid video codecs

   Fan Zhang and David R Bull

   ICIP, 2015

   DOI Bib

   @inproceedings{zhang2015adaptive,
     title = {An adaptive Lagrange multiplier determination method for rate-distortion optimisation in hybrid video codecs},
     author = {Zhang, Fan and Bull, David R},
     booktitle = {ICIP},
     pages = {671--675},
     year = {2015},
     doi = {10.1109/ICIP.2015.7350883},
     organization = {IEEE}
   }

3. A study of subjective video quality at various frame rates

   Alex Mackin, Fan Zhang, and David R Bull

   ICIP, 2015

   DOI Bib Data

   @inproceedings{mackin2015study,
     title = {A study of subjective video quality at various frame rates},
     author = {Mackin, Alex and Zhang, Fan and Bull, David R},
     booktitle = {ICIP},
     pages = {3407--3411},
     year = {2015},
     doi = {10.1109/ICIP.2015.7351436},
     organization = {IEEE}
   }

4. A very low complexity reduced reference video quality metric based on spatio-temporal information selection

   Mengmeng Wang, Fan Zhang, and Dimitris Agrafiotis

   ICIP, 2015

   DOI Bib

   @inproceedings{wang2015very,
     title = {A very low complexity reduced reference video quality metric based on spatio-temporal information selection},
     author = {Wang, Mengmeng and Zhang, Fan and Agrafiotis, Dimitris},
     booktitle = {ICIP},
     pages = {571--575},
     year = {2015},
     doi = {10.1109/ICIP.2015.7350863},
     organization = {IEEE}
   }

5. Optimal sequence duration for subjective video quality assessment

   Felix J Mercer Moss, Ke Wang, Fan Zhang, Roland Baddeley, and David Bull

   SPIE, 2015

   DOI Bib

   @inproceedings{moss2015optimam,
     title = {Optimal sequence duration for subjective video quality assessment},
     author = {Moss, Felix J Mercer and Wang, Ke and Zhang, Fan and Baddeley, Roland and Bull, David},
     booktitle = {SPIE},
     volume = {9599},
     pages = {374--379},
     year = {2015},
     doi = {10.1117/12.2190893},
     organization = {SPIE}
   }

2013

1. Quality assessment methods for perceptual video compression

   Fan Zhang and David R Bull

   ICIP, 2013

   DOI Bib Code

   @inproceedings{zhang2013quality,
     title = {Quality assessment methods for perceptual video compression},
     author = {Zhang, Fan and Bull, David R},
     booktitle = {ICIP},
     pages = {39--43},
     year = {2013},
     doi = {10.1109/ICIP.2013.6738009},
     organization = {IEEE}
   }

2. Production of high dynamic range video

   Marc Price, David Bull, Terry Flaxton, Stephen Hinde, Richard Salmon, Alia Sheikh, Graham Thomas, and Fan Zhang

   IBC2013 Conference, 2013

   Bib

   @inproceedings{price2013production,
     title = {Production of high dynamic range video},
     author = {Price, Marc and Bull, David and Flaxton, Terry and Hinde, Stephen and Salmon, Richard and Sheikh, Alia and Thomas, Graham and Zhang, Fan},
     booktitle = {IBC2013 Conference},
     pages = {6--1},
     year = {2013},
     organization = {IET on behalf of IBC London UK}
   }

2011

1. Advances in region-based texture modeling for video compression

   Fan Zhang and David R Bull

   SPIE, 2011

   DOI Bib

   @inproceedings{zhang2011advances,
     title = {Advances in region-based texture modeling for video compression},
     author = {Zhang, Fan and Bull, David R},
     booktitle = {SPIE},
     volume = {8135},
     pages = {213--223},
     year = {2011},
     doi = {10.1117/12.896314},
     organization = {SPIE}
   }

2010

1. Enhanced video compression with region-based texture models

   Fan Zhang and David R Bull

   28th Picture Coding Symposium, 2010

   DOI Bib

   @inproceedings{zhang2010enhanced,
     title = {Enhanced video compression with region-based texture models},
     author = {Zhang, Fan and Bull, David R},
     booktitle = {28th Picture Coding Symposium},
     pages = {54--57},
     year = {2010},
     doi = {10.1109/PCS.2010.5702560},
     organization = {IEEE}
   }

2. Region-based texture modelling for next generation video codecs

   Fan Zhang, David R Bull, and Nishan Canagarajah

   ICIP, 2010

   DOI Bib

   @inproceedings{zhang2010region,
     title = {Region-based texture modelling for next generation video codecs},
     author = {Zhang, Fan and Bull, David R and Canagarajah, Nishan},
     booktitle = {ICIP},
     pages = {2593--2596},
     doi = {10.1109/ICIP.2010.5651626},
     year = {2010},
     organization = {IEEE}
   }