Publications
* Equal contribution, † Corresponding author
2024
51. [IJCAI] DiffStega: Towards Universal Training-Free Coverless Image Steganography with Diffusion Models [Paper]
Yiwei Yang* , Zheyuan Liu* , Jun Jia† , Zhongpai Gao, Yunhao Li, Wei Sun, Xiaohong Liu and Guangtao Zhai1†
International Joint Conferences on Artificial Intelligence (IJCAI), 2024.
50. [ICME] Q-Refine: A Perceptual Quality Refiner for AI-Generated Image [Paper]
Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu†, Xiongkuo Min, Weisi Lin, Guangtao Zhai†
IEEE International Conference on Multimedia and Expo, 2024.
49. [ICME] Optimizing Projection-based Point Cloud Quality Assessment with Human Preferred Viewpoints Selection [Paper]
Zicheng Zhang, Yu Fan, Wei Sun, Xiongkuo Min, Xiaohong Liu, Chunyi Li, Haoning Wu, Weisi Lin, Ning Liu†, Guangtao Zhai
IEEE International Conference on Multimedia and Expo, 2024.
48. [ICMEW] Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models [Paper]
Zicheng Zhang*, Haoning Wu*, Zhongpeng Ji, Chunyi Li, Erli Zhang, Wei Sun, Xiaohong Liu, Xiongkuo Min, Fengyu Sun, Shangling Jui, Weisi Lin, Guangtao Zhai
IEEE International Conference on Multimedia and Expo Workshop, 2024.
47. [CVPRW] Aigiqa-20k: A large database for ai-generated image quality assessment [Paper]
Chunyi Li*, Tengchuan Kou*, Yixuan Gao, Yuqin Cao, Wei Sun, Zicheng Zhang, Yingjie Zhou, Zhichao Zhang, Weixia Zhang, Haoning Wu, Xiaohong Liu†, Xiongkuo Min†, Guangtao Zhai†
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2024.
46. [CVPRW] DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer [Paper]
Wei Dong, Han Zhou, Ruiyi Wang, Xiaohong Liu†, Guangtao Zhai, Jun Chen
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2024.
45. [CVPRW] ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer [Paper]
Wei Dong, Han Zhou†, Yuqiong Tian, Jingke Sun, Xiaohong Liu, Guangtao Zhai, Jun Chen†
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2024.
44. [ICASSP] AttentionLut: Attention Fusion-based Canonical Polyadic LUT for Real-time Image Enhancement [Paper]
Kang Fu, Yicong Peng, Zicheng Zhang, Qihang Xu, Xiaohong Liu†, Jia Wang†, Guangtao Zhai
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
43. [ICASSP] A Parameterized Generative Adversarial Network Using Cyclic Projection for Explainable Medical Image Classifications [Paper]
Xiangyu Xiong, Yue Sun, Xiaohong Liu, Chan-Tong Lam, Tong Tong, Hao Chen, Qinquan Gao, Wei Ke, Tao Tan†
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
42. [ICASSP] A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans [Paper]
Zicheng Zhang*, Yingjie Zhou*, Chunyi Li, Kang Fu, Wei Sun, Xiaohong Liu, Xiongkuo Min†, Guangtao Zhai†
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
41. [Displays] RAWIW: RAW Image Watermarking robust to ISP pipeline [Paper]
Kang Fu, Xiaohong Liu†, Jun Jia, Zicheng Zhang, Yicong Peng, Jia Wang
Displays, 2024.
40. [IEEE ISCAS] PAPS-OVQA: Projection-aware patch sampling for omnidirectional video quality assessment [Paper]
Chunyi Li, Zicheng Zhang, Haoning Wu, Kaiwei Zhang, Lei Bai, Xiaohong Liu†, Guangtao Zhai†, Weisi Lin
IEEE International Symposium on Circuits and Systems (ISCAS), 2024.
39. [IEEE TIP] Online video streaming super-resolution with adaptive look-up table fusion [Paper]
Guanghao Yin*, Zefan Qu*, Xinyang Jiang†, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Xiaohong Liu, Yuqing Yang, Dongsheng Li, Lili Qiu
IEEE Transactions on Image Processing, 2024.
38. [CVPR] Perception-Oriented Video Frame Interpolation via Asymmetric Blending [Paper]
Guangyang Wu, Xin Tao, Changlin Li, Wenyi Wang, Xiaohong Liu†, Qingqing Zheng†
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
37. [CVPR] Text2QR: Harmonizing Aesthetic Customization and Scanning Robustness for Text-Guided QR Code Generation [Paper]
Guangyang Wu, Xiaohong Liu†, Jun Jia, Xuehao Cui, Guangtao Zhai
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
2023
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.
2022
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.
2021
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.
2020
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.
2019
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.
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.
2017
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.