Publications

67. [Displays] Chest CT-IQA: A Multi-task Model for Chest CT Image Quality Assessment and Classification [Paper]
Siyi Xun, Mingfeng Jiang, Pu Huang, Yucheng Zhu, Yue Sun, Dengwang Li, Yan Luo, Huifen Zhang, Zhicheng Zhang, Xiaohong Liu, Mingxiang Wu^†, Tao Tan
Displays, 2024.

66. [ICIP] AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images [Paper]
Liu Yang, Huiyu Duan, Long Teng, Yucheng Zhu, Xiaohong Liu, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Patrick Le Callet
IEEE International Conference on Image Processing (ICIP), 2024.

65. [ICIP] THQA: A Perceptual Quality Assessment Database for Talking Heads [Paper]
Yingjie Zhou, Zicheng Zhang, Wei Sun, Xiaohong Liu, Xiongkuo Min, Zhihua Wang, Xiaoping Zhang, Guangtao Zhai,
IEEE International Conference on Image Processing (ICIP), 2024.

64. [SCIENCE CHINA Information Sciences] Situation-adaptive Neural Network for Fast Pre-computing Image Enhancement [Paper]
Xinyue Li, Huiyu Duan, Jia Wang, Xiaohong Liu^†, Yitong Chen^†, Guangtao Zhai
SCIENCE CHINA Information Sciences, 2024.

63. [ACM TOMM] Hidden Barcode in Sub-Images with Invisible Locating Marker [Paper]
Jun Jia, Zhongpai Gao, Yiwei Yang, Wei Sun, Dandan Zhu, Xiaohong Liu, Xiongkuo Min^†, Guangtao Zhai^†
ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMM), 2024.

62. [ACMMM] Subjective and Objective Quality-of-Experience Assessment for 3D Talking Heads [Paper]
Yingjie Zhou, Wei Sun, Xiongkuo Min^†, Zicheng Zhang, Xiaohong Liu, Guangtao Zhai^†
The 32st ACM International Conference on Multimedia, 2024.

61. [ACMMM] T2I-Scorer: Quantitative Evaluationon Text-to-Image Generation via Fine-Tuned Large Multi-Modal Models Haoning Wu, Xiele Wu, Chunyi Li, Zicheng Zhang, Chaofeng Chen, Xiaohong Liu, Guangtao Zhai, Weisi Lin
The 32st ACM International Conference on Multimedia, 2024.

60. [ACMMM Oral] Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment [Paper]
Tengchuan Kou, Xiaohong Liu^†, Zicheng Zhang, Chunyi Li, Haoning Wu, Xiongkuo Min, Guangtao Zhai, Ning Liu^†
The 32st ACM International Conference on Multimedia, 2024.

59. [ACMMM Oral] LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM [Paper]
Zicheng Zhang, Haoning Wu, Yingjie Zhou, Chunyi Li, Wei Sun, Chaofeng Chen, Xiongkuo Min^†, Xiaohong Liu, Weisi Lin, Guangtao Zhai^†
The 32st ACM International Conference on Multimedia, 2024.

58. [ACMMM Oral] G-Refine: A General Quality Refiner for Text-to-Image Generation [Paper]
Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchuan Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu^†, Weisi Lin, Guangtao Zhai^†
The 32st ACM International Conference on Multimedia, 2024.

57. [ECCV] GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval [Paper]
Han Zhou^*, Wei Dong^*, Xiaohong Liu^†, Shuaicheng Liu, Xiongkuo Min, Guangtao Zhai, Jun Chen^†
European Conference on Computer Vision (ECCV), 2024.

56. [ECCV] LightenDiffusion: Unsupervised Low-Light Image Enhancement with Latent-Retinex Diffusion Models [Paper]
Hai Jiang, Ao Luo, Xiaohong Liu, Songchen Han, Shuaicheng Liu^†
European Conference on Computer Vision (ECCV), 2024.

55. [ECCV Oral] Towards Open-ended Visual Quality Comparison [Paper]
Haoning Wu^*, Hanwei Zhu^*, Zicheng Zhang^*, Erli Zhang, Chaofeng Chen, Liang Liao, Chunyi Li, Annan Wang, Wenxiu Sun, Qiong Yan, Xiaohong Liu, Guangtao Zhai, Shiqi Wang, Weisi Lin
European Conference on Computer Vision (ECCV), 2024.

54. [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
International Symposium on Circuits and Systems (ISCAS), 2024.

53. [ISCAS] PrefIQA: Human Preference Learning for AI-generated Image Quality Assessment [Paper]
Hengjian Gao, Kaiwei Zhang, Wei Sun, Chunyi Li, Huiyu Duan, Xiaohong Liu, Xiongkuo Min, Guangtao Zhai^*
International Symposium on Circuits and Systems (ISCAS), 2024.

52. [ISCAS] Calculating Color Differences of Images via Siamese Neural Network [Paper]
Yixuan Gao, Xiongkuo Min^*, Xiaohong Liu, Lei Sun, Yonglin Luo, Zuowei Cao, Guangtao Zhai^*
International Symposium on Circuits and Systems (ISCAS), 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, Wwenyi 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.

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.