Publications

^* Equal contribution, ^† Corresponding author

36. [ICCV] AccFlow: Backward Accumulation for Long-Range Optical Flow [Paper]
Guangyang Wu, Xiaohong Liu^†, Kunming Luo^*, Xi Liu^*, Qingqing Zheng, Shuaicheng Liu, Xinyang Jiang, Guangtao Zhai, Wenyi Wang^†
IEEE/CVF International Conference on Computer Vision (ICCV), 2023.

35. [ACMMM] FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table [Paper]
Wenhao Li^*, Guangyang Wu^*, Wenyi Wang, Peiran Ren, Xiaohong Liu^†
The 31st ACM International Conference on Multimedia, 2023.

34. [ACMMM] StableVQA: A Deep No-Reference Quality Assessment Model for Video Stability [Paper]
Tengchuan Kou, Xiaohong Liu^†, Wei Sun, Jun Jia, Xiongkuo Min, Guangtao Zhai, Ning Liu^†
The 31st ACM International Conference on Multimedia, 2023.

33. [ACMMM] Light-VQA: A Multi-Dimensional Quality Assessment Model for Low-Light Video Enhancement [Paper]
Yunlong Dong, Xiaohong Liu^†, Yixuan Gao, Xunchu Zhou, Tao Tan, Guangtao Zhai
The 31st ACM International Conference on Multimedia, 2023.

32. [CVPR] Hierarchical Fine-Grained Image Forgery Detection and Localization [Paper]
Xiao Guo, Xiaohong Liu, Zhiyuan Ren, Steven Grosz, Iacopo Masi, Xiaoming Liu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.

31. [CGI] FLAME-based Multi-view 3D Face Reconstruction [Paper]
Wenzhuo Zheng^*, Junhao Zhao^*, Xiaohong Liu^†, Yongyang Pan, Zhenghao Gan, Haozhe Han, Ning Liu^†
Computer Graphics International (CGI), 2023.

30. [CICAI] IvyGPT: InteractiVe Chinese pathwaY language model in medical domain [Paper]
Rongsheng Wang, Yaofei Duan, ChanTong Lam, Jiexi Chen, Jiangsheng Xu, Haoming Chen, Xiaohong Liu, Patrick Cheong-Iao Pang, Tao Tan^†
CAAI International Conference on Artificial Intelligence, 2023.

29. [ICMEW] Cheap-fake Detection with LLM using Prompt Engineering [Paper]
Guangyang Wu, Weijie Wu, Xiaohong Liu^†, Kele Xu, Tianjiao Wan, Wenyi Wang^†
IEEE International Conference on Multimedia and Expo Workshop, 2023.

28. [ICMEW] A Perceptual Quality Assessment Exploration for AIGC Images [Paper]
Zicheng Zhang^*, Chunyi Li^*, Wei Sun, Xiaohong Liu, Xiaohong Liu, Guangtao Zhai
IEEE International Conference on Multimedia and Expo Workshop, 2023.

27. [CVPRW] VDPVE: VQA Dataset for Perceptual Video Enhancement [Paper]
Yixuan Gao^*, Yuqin Cao^*, Tengchuan Kou^*, Wei Sun, Yunlong Dong, Xiaohong Liu^†, Xiongkuo Min^†, Guangtao Zhai^†
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop, 2023.

26. [IEEE TCSVT] AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment [Paper]
Chunyi Li, Zicheng Zhang, Haoning Wu, Wei Sun, Xiongkuo Min, Xiaohong Liu^†, Guangtao Zhai^†, Weisi Lin IEEE Transactions on Circuits and Systems for Video Technology, 2023.

25. [TVC] PCTMF-Net: heart sound classification with parallel CNNs-transformer and second-order spectral analysis [Paper]
Rongsheng Wang, Yaofei Duan, Yukun Li, Dashun Zheng, Xiaohong Liu, Chan Tong Lam, Tao Tan^†
The Visual Computer, 2023.

24. [TVC] TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution [Paper]
Shan Huang^*, Xiaohong Liu^*, Tao Tan, Menghan Hu, Xiaoer Wei^†, Tingli Chen^†, Bin Sheng^†
The Visual Computer, 2023.

23. [Displays] LightR-YOLOv5: A compact rotating detector for SARS-CoV-2 antigen-detection rapid diagnostic test results [Paper]
Rongsheng Wang, Yaofei Duan, Menghan Hu, Xiaohong Liu, Yukun Li, Qinquan Gao, Tong Tong, Tao Tan^†
Displays, 2023.

22. [Displays] SOFNet: Optical-flow based large-scale slice augmentation of brain MRI [Paper]
Bingxin Wei^*, Yang Wen^*, Xiaohong Liu^*, Xing Qi^†, Bin Shen^†
Displays, 2023.

21. [IFTC] Resolution-Agnostic Neural Compression for High-Fidelity Portrait Video Conferencing via Implicit Radiance Fields [Paper]
Yifei Li, Xiaohong Liu^†, Yicong Peng, Guangtao Zhai, Jun Zhou^† The 20th International Forum of Digital Multimedia Communication, 2023.

20. [AIS] Is There a Difference between Paper and Electronic Chinese Signatures [Paper]
Jifeng Luo, Yunzhu Pu, Jieyang Yin, Xiaohong Liu, Tao Tan, Yudong Zhang, Menghan Hu^† Advanced Intelligent Systems, 2023.

19. [ECCVW] Learning Rich Information for Quad Bayer Remosaicing and Denoising [Paper]
Jun Jia, Hanchi Sun, Xiaohong Liu^†, Longan Xiao, Qihang Xu, Guangtao Zhai^†
European Conference on Computer Vision Workshop, 2022.

18. [IEEE TCSVT] PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization [Paper]
Xiaohong Liu, Yaojie Liu, Jun Chen, Xiaoming Liu^†
IEEE Transactions on Circuits and Systems for Video Technology, 2022.

17. [IEEE ITS] GridDehazeNet+: An Enhanced Multi-Scale Network with Intra-Task Knowledge Transfer for Single Image Dehazing [Paper]
Xiaohong Liu, Zhihao Shi, Zijun Wu, Jun Chen^†, and Guangtao Zhai^†
IEEE Transactions on Intelligent Transportation Systems, 2022.

16. [CVPR] Video Frame Interpolation Transformer [Paper]
Zhihao Shi^*, Xiangyu Xu^*, Xiaohong Liu, Jun Chen, and Ming-Hsuan Yang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

15. [Information] Image Retrieval via Canonical Correlation Analysis and Binary Hypothesis Testing [Paper]
Kangdi Shi^†, Xiaohong Liu, Muhammad Alrabeiah, Xintong Guo, Jie Lin, Huan Liu, and Jun Chen
Information, 2022.

14. [IEEE TMM] Enabling Trimap-Free Image Matting with a Frequency-Guided Saliency-Aware Network via Joint Learning [Paper]
Linhui Dai^*, Xiang Song^*, Xiaohong Liu^†, Chenqi Li, Zhihao Shi, Jun Chen, and Martin Brooks
IEEE Transactions on Multimedia, 2022.

13. [NeurIPS] SMPL: Simulated Industrial Manufacturing and Process Control Learning Environments [Paper]
Mohan Zhang, Xiaozhou Wang, Benjamin Decardi-Nelson, Bo Song, An Zhang, Jinfeng Liu, Sile Tao, Jiayi Cheng, Xiaohong Liu, DengDeng Yu, Matthew Poon, Animesh Garg
Neural Information Processing Systems (NeurIPS), 2022.

12. [IEEE TIP] Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference [Paper]
Xiaohong Liu^†, Kangdi Shi, Zhe Wang, and Jun Chen
IEEE Transactions on Image Processing, 2021.

11. [IEEE TBC] Learning for Unconstrained Space-Time Video Super-Resolution [Paper]
Zhihao Shi, Xiaohong Liu^†, Chengqi Li, Linhui Dai, Jun Chen, Timothy N Davidson, and Jiying Zhao
IEEE Transactions on Broadcasting, 2021.

10. [IEEE TMM] Video Frame Interpolation via Generalized Deformable Convolution [Paper]
Zhihao Shi, Xiaohong Liu^†, Kangdi Shi, Linhui Dai, and Jun Chen^†
IEEE Transactions on Multimedia, 2021.

9. [ICANN] FMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset [Paper]
Xiangyu Yin, Xiaohong Liu, and Huan Liu
International Conference on Artificial Neural Networks, 2021.

8. [EURASIP JIVP] Single Image Super Resolution based on Multi-Scale Structure and Non-Local Smoothing [Paper]
Wenyi Wang, Jun Hu, Xiaohong Liu^†, Jiying Zhao, and Jianwen Chen
EURASIP Journal on Image and Video Processing, 2021.

7. [WACV] End-to-End Trainable Video Super-Resolution Based on A New Mechanism for Implicit Motion Estimation and Compensation [Paper]
Xiaohong Liu, Lingshi Kong, Yang Zhou, Jiying Zhao, and Jun Chen
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2020.

6. [ECCVW] Awnet: Attentive Wavelet Network for Image ISP [Paper]
Linhui Dai*, Xiaohong Liu^*, Chengqi Li, and Jun Chen
European Conference on Computer Vision Workshop, 2020.

5. [ICCV] GridDehazeNet: Attention based Multi-Scale Network for Image Dehazing [Paper]
Xiaohong Liu^*, Yongrui Ma^*, Zhihao Shi, and Jun Chen
IEEE/CVF International Conference on Computer Vision (ICCV), 2019.

4. [CWIT] Image Retrieval via Canonical Correlation Analysis [Paper]
Kangdi Shi, Xiaohong Liu, Muhammad Alrabeiah, Xintong Guo, Jie Lin, Huan Liu, and Jun Chen
16th Canadian Workshop on Information Theory (CWIT), 2019.

3. [IEEE TIP] Robust Multi-Frame Super-Resolution Based on Spatially Weighted Half-Quadratic Estimation and Adaptive BTV Regularization [Paper]
Xiaohong Liu, Lei Chen, Wenyi Wang, and Jiying Zhao^†
IEEE Transactions on Image Processing, 2018.

2. [GlobalSIP] Video Super-Resolution via Dynamic Local Filter Network [Paper]
Yang Zhou, Xiaohong Liu, Lei Chen, Jiying Zhao
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018.

1. [IEEE GlobalSIP] Robust Multi-Frame Super-Resolution with Adaptive Norm Choice and Difference Curvature based BTV Regularization [Paper]
Xiaohong Liu and Jiying Zhao
IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017.