publications

2025

1. 

   STaR: Seamless Spatial-Temporal Aware Motion Retargeting with Penetration and Consistency Constraints

   Xiaohang Yang, Qing Wang, Jiahao Yang, and 2 more authors

   ICCV, 2025

2. 

   Robust Photo-Realistic Hand Gesture Generation: from Single View to Multiple View

   Qifan Fu, Xu Chen, Muhammad Asad, and 3 more authors

   ACM MM, 2025

3. 

   Graph neural networks in vision-language image understanding: A survey

   Henry Senior, Gregory Slabaugh, Shanxin Yuan, and 1 more author

   The Visual Computer, 2025

2024

1. 

   ST-ITO: Controlling Audio Effects for Style Transfer with Inference-time Optimization

   Christian J.Steinmetz, Shubhr Singh, Marco Comunita, and 4 more authors

   International Society for Music Information Retrieval (ISMIR), best paper, 2024
2. Neural radiance field rig for human 3d shape and appearance modelling

   Attila Szabo, Shanxin Yuan, Manolis Vasileiadis, and 2 more authors

   Mar 2024

   US Patent App. 18/520,110

3. 

   Video Demoiréing with Deep Temporal Color Embedding and Video-Image Invertible Consistency

   Lin Liu, Junfeng An, Shanxin Yuan, and 4 more authors

   IEEE Transactions on Multimedia, Mar 2024

2023

1. 

   Wavelet-Based Network For High Dynamic Range Imaging

   Tianhong Dai, Wei Li, Xilei Cao, and 5 more authors

   In CVIU, Mar 2023

   Bib

   @inproceedings{dai2023CVIU,
     title = {Wavelet-Based Network For High Dynamic Range Imaging},
     author = {Dai, Tianhong and Li, Wei and Cao, Xilei and Liu, Jianzhuang Liu and Jia, Xu and Leonardis, Ales and Yan, Youliang and Yuan, Shanxin},
     booktitle = {CVIU},
     year = {2023},
   }

2. 

   NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds

   Chen Yang, Peihao Li, Zanwei Zhou, and 5 more authors

   In CVPR, Mar 2023

   Bib

   @inproceedings{yang2023nerfvs,
     title = {NeRFVS: Neural Radiance Fields for Free View Synthesis via Geometry Scaffolds},
     author = {Yang, Chen and Li, Peihao and Zhou, Zanwei and Yuan, Shanxin and Liu, Bingbing and Yang, Xiaokang and Qiu, Weichao and Shen, Wei},
     booktitle = {CVPR},
     pages = {16549--16558},
     year = {2023},
   }

3. 

   Improving Dynamic HDR Imaging with Fusion Transformer

   Rufeng Chen, Bolun Zheng, Hua Zhang, and 4 more authors

   In AAAI, Mar 2023

   Bib

   @inproceedings{chen2023improving,
     title = {Improving Dynamic HDR Imaging with Fusion Transformer},
     author = {Chen, Rufeng and Zheng, Bolun and Zhang, Hua and Chen, Quan and Yan, Chenggang and Slabaugh, Gregory and Yuan, Shanxin},
     booktitle = {AAAI},
     volume = {37},
     number = {1},
     pages = {340--349},
     year = {2023},
   }

4. 

   Low-light video enhancement with synthetic event guidance

   Lin Liu, Junfeng An, Jianzhuang Liu, and 6 more authors

   In AAAI, Mar 2023

   Bib

   @inproceedings{liu2023low,
     title = {Low-light video enhancement with synthetic event guidance},
     author = {Liu, Lin and An, Junfeng and Liu, Jianzhuang and Yuan, Shanxin and Chen, Xiangyu and Zhou, Wengang and Li, Houqiang and Wang, Yan Feng and Tian, Qi},
     booktitle = {AAAI},
     volume = {37},
     number = {2},
     pages = {1692--1700},
     year = {2023},
   }

5. 

   Depth-guided deep filtering network for efficient single image bokeh rendering

   Quan Chen, Bolun Zheng, Xiaofei Zhou, and 5 more authors

   Neural Computing and Applications, Mar 2023

   Bib

   @article{Chen2023bokeh,
     title = {Depth-guided deep filtering network for efficient single image bokeh
     rendering},
     author = {Chen, Quan and Zheng, Bolun and Zhou, Xiaofei and Huang, Aiai and Sun, Yaoqi and Chen, Chuqiao and Yan, Chenggang and Yuan, Shanxin},
     journal = {Neural Computing and Applications},
     year = {2023},
   }

6. 

   Exploring Effective Mask Sampling Modeling for Neural Image Compression

   Lin Liu, Mingming Zhao, Shanxin Yuan, and 5 more authors

   arXiv, Mar 2023

   Bib

   @article{liu2023exploring,
     title = {Exploring Effective Mask Sampling Modeling for Neural Image Compression},
     author = {Liu, Lin and Zhao, Mingming and Yuan, Shanxin and Lyu, Wenlong and Zhou, Wengang and Li, Houqiang and Wang, Yanfeng and Tian, Qi},
     journal = {arXiv},
     year = {2023},
   }

2022

1. 

   Tape: Task-agnostic prior embedding for image restoration

   Lin Liu, Lingxi Xie, Xiaopeng Zhang, and 5 more authors

   In ECCV, Mar 2022

   Bib

   @inproceedings{liu2022tape,
     title = {Tape: Task-agnostic prior embedding for image restoration},
     author = {Liu, Lin and Xie, Lingxi and Zhang, Xiaopeng and Yuan, Shanxin and Chen, Xiangyu and Zhou, Wengang and Li, Houqiang and Tian, Qi},
     booktitle = {ECCV},
     pages = {447--464},
     year = {2022},
     organization = {Springer},
   }

2. 

   DomainPlus: Cross Transform Domain Learning towards High Dynamic Range Imaging

   Bolun Zheng, Xiaokai Pan, Hua Zhang, and 4 more authors

   In ACM MM, Mar 2022

   Bib

   @inproceedings{zheng2022domainplus,
     title = {DomainPlus: Cross Transform Domain Learning towards High Dynamic Range Imaging},
     author = {Zheng, Bolun and Pan, Xiaokai and Zhang, Hua and Zhou, Xiaofei and Slabaugh, Gregory and Yan, Chenggang and Yuan, Shanxin},
     booktitle = {ACM MM},
     pages = {1954--1963},
     year = {2022},
   }

3. 

   Siamtrans: zero-shot multi-frame image restoration with pre-trained siamese transformers

   Lin Liu, Shanxin Yuan, Jianzhuang Liu, and 3 more authors

   In AAAI, Mar 2022

   Bib

   @inproceedings{liu2022siamtrans,
     title = {Siamtrans: zero-shot multi-frame image restoration with pre-trained siamese transformers},
     author = {Liu, Lin and Yuan, Shanxin and Liu, Jianzhuang and Guo, Xin and Yan, Youliang and Tian, Qi},
     booktitle = {AAAI},
     volume = {36},
     number = {2},
     pages = {1747--1755},
     year = {2022},
   }

4. 

   Disentangling 3d attributes from a single 2d image: Human pose, shape and garment

   Xue Hu, Xinghui Li, Benjamin Busam, and 3 more authors

   BMVC, Mar 2022

   Bib

   @article{hu2022disentangling,
     title = {Disentangling 3d attributes from a single 2d image: Human pose, shape and garment},
     author = {Hu, Xue and Li, Xinghui and Busam, Benjamin and Zhou, Yiren and Leonardis, Ales and Yuan, Shanxin},
     journal = {BMVC},
     year = {2022},
   }

5. 

   Constrained predictive filters for single image bokeh rendering

   Bolun Zheng, Quan Chen, Shanxin Yuan, and 5 more authors

   IEEE Transactions on Computational Imaging, Mar 2022

   Bib

   @article{zheng2022constrained,
     title = {Constrained predictive filters for single image bokeh rendering},
     author = {Zheng, Bolun and Chen, Quan and Yuan, Shanxin and Zhou, Xiaofei and Zhang, Hua and Zhang, Jiyong and Yan, Chenggang and Slabaugh, Gregory},
     journal = {IEEE Transactions on Computational Imaging},
     volume = {8},
     pages = {346--357},
     year = {2022},
     publisher = {IEEE},
   }

6. 

   SJ-HD\^ 2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes

   Wei Li, Shuai Xiao, Tianhong Dai, and 4 more authors

   arXiv preprint arXiv:2206.09611, Mar 2022

   Bib

   @article{li2022sj,
     title = {SJ-HD\^{} 2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes},
     author = {Li, Wei and Xiao, Shuai and Dai, Tianhong and Yuan, Shanxin and Wang, Tao and Li, Cheng and Song, Fenglong},
     journal = {arXiv preprint arXiv:2206.09611},
     year = {2022},
   }

2021

1. 

   Learning frequency domain priors for image demoireing

   Bolun Zheng, Shanxin Yuan, Chenggang Yan, and 6 more authors

   TPAMI, Mar 2021

   Bib

   @article{zheng2021learning,
     title = {Learning frequency domain priors for image demoireing},
     author = {Zheng, Bolun and Yuan, Shanxin and Yan, Chenggang and Tian, Xiang and Zhang, Jiyong and Sun, Yaoqi and Liu, Lin and Leonardis, Ale{\v{s}} and Slabaugh, Gregory},
     journal = {TPAMI},
     volume = {44},
     number = {11},
     pages = {7705--7717},
     year = {2021},
     publisher = {IEEE},
   }

2. 

   CBREN: Convolutional neural networks for constant bit rate video quality enhancement

   Hengrun Zhao, Bolun Zheng, Shanxin Yuan, and 4 more authors

   TCSVT, Mar 2021

   Bib

   @article{zhao2021cbren,
     title = {CBREN: Convolutional neural networks for constant bit rate video quality enhancement},
     author = {Zhao, Hengrun and Zheng, Bolun and Yuan, Shanxin and Zhang, Hua and Yan, Chenggang and Li, Liang and Slabaugh, Gregory},
     journal = {TCSVT},
     volume = {32},
     number = {7},
     pages = {4138--4149},
     year = {2021},
     publisher = {IEEE},
   }

3. 

   Wavelet-Based Network For High Dynamic Range Imaging

   Tianhong Dai, Wei Li, Xilei Cao, and 5 more authors

   arXiv, Mar 2021

   Bib

   @article{dai2021wavelet,
     title = {Wavelet-Based Network For High Dynamic Range Imaging},
     author = {Dai, Tianhong and Li, Wei and Cao, Xilei and Liu, Jianzhuang and Jia, Xu and Leonardis, Ales and Yan, Youliang and Yuan, Shanxin},
     journal = {arXiv},
     year = {2021},
   }

2020

1. 

   Self-adaptively learning to demoiré from focused and defocused image pairs

   Lin Liu, Shanxin Yuan, Jianzhuang Liu, and 3 more authors

   NeurIPS, Mar 2020

   Bib

   @article{liu2020self,
     title = {Self-adaptively learning to demoir{\'e} from focused and defocused image pairs},
     author = {Liu, Lin and Yuan, Shanxin and Liu, Jianzhuang and Bao, Liping and Slabaugh, Gregory and Tian, Qi},
     journal = {NeurIPS},
     volume = {33},
     pages = {22282--22292},
     year = {2020},
   }

2. 

   Video super-resolution with temporal group attention

   Takashi Isobe, Songjiang Li, Xu Jia, and 6 more authors

   In CVPR, Mar 2020

   Bib

   @inproceedings{isobe2020video,
     title = {Video super-resolution with temporal group attention},
     author = {Isobe, Takashi and Li, Songjiang and Jia, Xu and Yuan, Shanxin and Slabaugh, Gregory and Xu, Chunjing and Li, Ya-Li and Wang, Shengjin and Tian, Qi},
     booktitle = {CVPR},
     pages = {8008--8017},
     year = {2020},
   }

3. 

   Image demoireing with learnable bandpass filters

   Bolun Zheng, Shanxin Yuan, Gregory Slabaugh, and 1 more author

   In CVPR, Mar 2020

   Bib

   @inproceedings{zheng2020image,
     title = {Image demoireing with learnable bandpass filters},
     author = {Zheng, Bolun and Yuan, Shanxin and Slabaugh, Gregory and Leonardis, Ales},
     booktitle = {CVPR},
     pages = {3636--3645},
     year = {2020},
   }

4. 

   Wavelet-based dual-branch network for image demoiréing

   Lin Liu, Jianzhuang Liu, Shanxin Yuan, and 4 more authors

   In ECCV, Mar 2020

   Bib

   @inproceedings{liu2020wavelet,
     title = {Wavelet-based dual-branch network for image demoir{\'e}ing},
     author = {Liu, Lin and Liu, Jianzhuang and Yuan, Shanxin and Slabaugh, Gregory and Leonardis, Ale{\v{s}} and Zhou, Wengang and Tian, Qi},
     booktitle = {ECCV},
     pages = {86--102},
     year = {2020},
     organization = {Springer},
   }

5. 

   Ntire 2020 challenge on image demoireing: Methods and results

   Shanxin Yuan, Radu Timofte, Ales Leonardis, and 1 more author

   In CVPR Workshops, Mar 2020

   Bib

   @inproceedings{yuan2020ntire,
     title = {Ntire 2020 challenge on image demoireing: Methods and results},
     author = {Yuan, Shanxin and Timofte, Radu and Leonardis, Ales and Slabaugh, Gregory},
     booktitle = {CVPR Workshops},
     pages = {460--461},
     year = {2020},
   }

2019

1. 

   Aim 2019 challenge on image demoireing: Methods and results

   Shanxin Yuan, Radu Timofte, Gregory Slabaugh, and 8 more authors

   In ICCV Workshops, Mar 2019

   Bib

   @inproceedings{yuan2019aim,
     title = {Aim 2019 challenge on image demoireing: Methods and results},
     author = {Yuan, Shanxin and Timofte, Radu and Slabaugh, Gregory and Leonardis, Ale{\v{s}} and Zheng, Bolun and Ye, Xin and Tian, Xiang and Chen, Yaowu and Cheng, Xi and Fu, Zhenyong and others},
     booktitle = {ICCV Workshops},
     pages = {3534--3545},
     year = {2019},
     organization = {IEEE},
   }

2. 

   Aim 2019 challenge on image demoireing: Dataset and study

   Shanxin Yuan, Radu Timofte, Gregory Slabaugh, and 1 more author

   In ICCV Workshops, Mar 2019

   Bib

   @inproceedings{yuan2019ain,
     title = {Aim 2019 challenge on image demoireing: Dataset and study},
     author = {Yuan, Shanxin and Timofte, Radu and Slabaugh, Gregory and Leonardis, Ale{\v{s}}},
     booktitle = {ICCV Workshops},
     pages = {3526--3533},
     year = {2019},
     organization = {IEEE},
   }

3. 

   3D hand pose estimation from RGB using privileged learning with depth data

   Shanxin Yuan, Bjorn Stenger, and Tae-Kyun Kim

   In ICCV Workshops, Mar 2019

   Bib

   @inproceedings{yuan20193d,
     title = {3D hand pose estimation from RGB using privileged learning with depth data},
     author = {Yuan, Shanxin and Stenger, Bjorn and Kim, Tae-Kyun},
     booktitle = {ICCV Workshops},
     pages = {0--0},
     year = {2019},
   }

2018

1. 

   Opening the black box: Hierarchical sampling optimization for hand pose estimation

   Danhang Tang, Qi Ye, Shanxin Yuan, and 5 more authors

   TPAMI, Mar 2018

   Bib

   @article{tang2018opening,
     title = {Opening the black box: Hierarchical sampling optimization for hand pose estimation},
     author = {Tang, Danhang and Ye, Qi and Yuan, Shanxin and Taylor, Jonathan and Kohli, Pushmeet and Keskin, Cem and Kim, Tae-Kyun and Shotton, Jamie},
     journal = {TPAMI},
     volume = {41},
     number = {9},
     pages = {2161--2175},
     year = {2018},
     publisher = {IEEE},
   }

2. 

   Depth-based 3d hand pose estimation: From current achievements to future goals

   Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, and 8 more authors

   In CVPR, Mar 2018

   Bib

   @inproceedings{yuan2018depth,
     title = {Depth-based 3d hand pose estimation: From current achievements to future goals},
     author = {Yuan, Shanxin and Garcia-Hernando, Guillermo and Stenger, Bj{\"o}rn and Moon, Gyeongsik and Chang, Ju Yong and Lee, Kyoung Mu and Molchanov, Pavlo and Kautz, Jan and Honari, Sina and Ge, Liuhao and others},
     booktitle = {CVPR},
     pages = {2636--2645},
     year = {2018},
   }

3. 

   First-person hand action benchmark with rgb-d videos and 3d hand pose annotations

   Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, and 1 more author

   In CVPR, Mar 2018

   Bib

   @inproceedings{garcia2018first,
     title = {First-person hand action benchmark with rgb-d videos and 3d hand pose annotations},
     author = {Garcia-Hernando, Guillermo and Yuan, Shanxin and Baek, Seungryul and Kim, Tae-Kyun},
     booktitle = {CVPR},
     pages = {409--419},
     year = {2018},
   }

2017

1. 

   Bighand2. 2m benchmark: Hand pose dataset and state of the art analysis

   Shanxin Yuan, Qi Ye, Bjorn Stenger, and 2 more authors

   In CVPR, Mar 2017

   Bib

   @inproceedings{yuan2017bighand2,
     title = {Bighand2. 2m benchmark: Hand pose dataset and state of the art analysis},
     author = {Yuan, Shanxin and Ye, Qi and Stenger, Bjorn and Jain, Siddhant and Kim, Tae-Kyun},
     booktitle = {CVPR},
     pages = {4866--4874},
     year = {2017},
   }

2. 

   The 2017 hands in the million challenge on 3d hand pose estimation

   Shanxin Yuan, Qi Ye, Guillermo Garcia-Hernando, and 1 more author

   arXiv preprint arXiv:1707.02237, Mar 2017

   Bib

   @article{yuan20172017,
     title = {The 2017 hands in the million challenge on 3d hand pose estimation},
     author = {Yuan, Shanxin and Ye, Qi and Garcia-Hernando, Guillermo and Kim, Tae-Kyun},
     journal = {arXiv preprint arXiv:1707.02237},
     year = {2017},
   }

2016

1. 

   Spatial attention deep net with partial pso for hierarchical hybrid hand pose estimation

   Qi Ye, Shanxin Yuan, and Tae-Kyun Kim

   In ECCV, Mar 2016

   Bib

   @inproceedings{ye2016spatial,
     title = {Spatial attention deep net with partial pso for hierarchical hybrid hand pose estimation},
     author = {Ye, Qi and Yuan, Shanxin and Kim, Tae-Kyun},
     booktitle = {ECCV},
     pages = {346--361},
     year = {2016},
     organization = {Springer},
   }

2013

1. 

   Robust multi-patch tracking

   Shanxin Yuan, Jun Miao, and Laiyun Qing

   In ICIP, Mar 2013

   Bib

   @inproceedings{yuan2013robust,
     title = {Robust multi-patch tracking},
     author = {Yuan, Shanxin and Miao, Jun and Qing, Laiyun},
     booktitle = {ICIP},
     pages = {3108--3112},
     year = {2013},
     organization = {IEEE},
   }