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1个人简介
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2工作经历
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3科研项目
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4代表性论文(一作/通讯)
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5研究生招生
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6Contact Me

姜求平,男,宁波大学信息学院教授、博士生导师。主要研究方向为图像质量评价、图像增强与复原、涉水视觉等。主持国家自然科学基金面上/青年、浙江省杰出青年科学基金、浙江省重点研发计划项目等。多次入选斯坦福大学全球“前2%顶尖科学家”年度科学影响力榜单。 在IJCV、IEEE TIP、TCSVT、TMM、TNNLS、ACM MM等高水平期刊和会议上发表论文100余篇(其中,第一/通讯作者IEEE汇刊50篇),授权发明专利20余项,10篇论文入选ESI前1%高被引,Google学术引用5000余次,H-Index=38。 担任Pattern Recognition、Displays、Journal of Visual Communication and Image Representation等SCI期刊编委,IEEE ICME 2022-2025、ICIP 2025领域主席,IJCAI、AAAI、ACM MM程序委员会委员。

2023.01-至今 教授/博士生导师 宁波大学信息学院
2022.03-2023.01 副教授/博士生导师 宁波大学信息学院
2018.07-2022.03 副教授/硕士生导师 宁波大学信息学院

【1】国家自然科学基金面上项目(项目负责人,2023-2026)
【2】国家自然科学基金青年项目(项目负责人,已结题,2019-2022)
【3】浙江省重点研发计划“尖兵”项目(项目负责人,2025-2027)
【4】浙江省自然科学杰出青年基金项目(项目负责人,2022-2025)
【5】宁波市重点研发计划项目(项目负责人,2024-2027)
【6】宁波市自然科学基金青年博士创新项目(项目负责人,2022-2025)

1. [IJCV2024] Jingchun Zhou, Jiaming Sun, Chongyi Li*, Qiuping Jiang*, Man Zhou, Kin-Man Lam, Weishi Zhang, Xianping Fu, "HCLR-Net: Hybrid Contrastive Learning Regularization with Locally Randomized Perturbation for Underwater Image Enhancement," International Journal of Computer Vision (IJCV), 2024.
2. [TIP2025] Qiuping Jiang, Yuese Gu, Zongwei Wu, Chongyi Li, Huan Xiong, Feng Shao, Zhihua Wang, "Deep Underwater Image Quality Assessment with Explicit Degradation Awareness Embedding," IEEE Transactions on Image Processing (TIP), 2025.
3. [TIP2022] Qiuping Jiang, Zhentao Liu, Shiqi Wang, Feng Shao, Weisi Lin, "Towards Top-Down Just Noticeable Difference Estimation of Natural Images," IEEE Transactions on Image Processing (TIP), 31: 3697-3712, 2022.
4. [TIP2022] Qiuping Jiang, Zhentao Liu, Ke Gu, Feng Shao, Xinfeng Zhang, Hantao Liu, Weisi Lin, "Single Image Super-Resolution Quality Assessment: A Real-World Dataset, Subjective Studies, and An Objective Metric," IEEE Transactions on Image Processing (TIP), 31: 2279-2294, 2022.
5. [TIP2019] Qiuping Jiang, Feng Shao, Wei Gao, Zhuo Chen, Gangyi Jiang, Yo-Sung Ho, "Unified no-reference quality assessment of singly and multiply distorted stereoscopic images," IEEE Transactions on Image Processing (TIP), 28(4): 1866-1881, 2019.
6. [TIP2023] Wujie Zhou, Fan Sun, Qiuping Jiang*, Runmin Cong*, Jenq-Neng Hwang, "WaveNet: Wavelet Network with Knowledge Distillation for RGB-T Salient Object Detection," IEEE Transactions on Image Processing (TIP), 32: 3027-3039, 2023.
7. [TNNLS2024] Qiuping Jiang, Jinguang Chen, Zongwei Wu, Runmin Cong, Radu Timofte, "High-Precision Dichotomous Image Segmentation with Frequency and Scale Awareness," IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024.
8. [TCSVT2024] Qiuping Jiang, Xiao Yi, Li Ouyang, Jingchun Zhou, Zhihua Wang, "Towards Dimension-Enriched Underwater Image Quality Assessment," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
9. [TCSVT2024] Qiuping Jiang, Feiyang Liu, Zhihua Wang, Shiqi Wang, Weisi Lin, "Rethinking and Conceptualizing Just Noticeable Difference Estimation by Residual Learning," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
10. [TCSVT2025] Wujie Zhou, Hongping Wu, Qiuping Jiang*, "MDNet: Mamba-Effective Diffusion-Distillation Network for RGB-Thermal Urban Dense Prediction," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.
11. [TCSVT2024] Jianhui Jin, Qiuping Jiang*, Qingyuan Wu, Binwei Xu, Runmin Cong, "Underwater Salient Object Detection via Dual-stage Self-paced Learning and Depth Emphasis," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
12. [TCSVT2024] Binwei Xu, Qiuping Jiang*, Xing Zhao, Chenyang Lu, Haoran Liang, Ronghua Liang, "Multidimensional Exploration of Segment Anything Model for Weakly Supervised Video Salient Object Detection," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
13. [TCSVT2024] Wu Chen, Qiuping Jiang*, Wei Zhou, Long Xu, Weisi Lin, "Dynamic Hypergraph Convolutional Network for No-Reference Point Cloud Quality Assessment," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
14. [TCSVT2024] Wujie Zhou, Jiankang Hong, Xiaoxiao Ran, Weiqing Yan, Qiuping Jiang*, "DGPINet-KD: Deep Guided and Progressive Integration Network with Knowledge Distillation for RGB-D Indoor Scene Analysis," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
15. [TCSVT2024] Wujie Zhou, Jiankang Hong, Wenqing Yan, Qiuping Jiang*, "Modal Evaluation Network via Knowledge Distillation for No-Service Rail Surface Defect Detection," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 34(5): 3930-3942, 2024.
16. [TCSVT2023] Yaozu Kang, Qiuping Jiang*, Chongyi Li, Wenqi Ren, Hantao Liu, Pengjun Wang*, "A Perception-Aware Decomposition and Fusion Framework for Underwater Image Enhancement," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 33(3): 988-1002, 2023.
17. [TCSVT2023] Jinguang Cheng, Zongwei Wu, Shuo Wang, Cedric Demonceaux, Qiuping Jiang*, "Bidirectional Collaborative Mentoring Network for Marine Organism Detection and Beyond," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 33(11): 6595-6608, 2023.
18. [TCSVT2023] Guanghui Yue, Houlu Xiao, Hai Xie, Tianwei Zhou, Wei Zhou, Weiqing Yan, Baoquan Zhao, Tianfu Wang, Qiuping Jiang*, "Dual-Constraint Coarse-to-Fine Network for Camouflaged Object Detection," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), in press, 2023.
19. [TCSVT2022] Qiuping Jiang, Yuese Gu, Chongyi Li, Runmin Cong, Feng Shao, "Underwater Image Enhancement Quality Evaluation: Benchmark Database and Objective Metric," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(9): 5959-5974, 2022.
20. [TCSVT2022] Zhenyu Peng, Qiuping Jiang*, Feng Shao, Wei Gao, Weisi Lin, "LGGD+: Image retargeting quality assessment by measuring local and global geometric distortions," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(6): 3422-3437, 2022.
21. [TCSVT2019] Qiuping Jiang, Feng Shao, Weisi Lin, Gangyi Jiang, "BLIQUE-TMI: Blind quality evaluator for tone-mapped images based on local and global feature analyses," IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 29(2): 323-335, 2019.
22. [TMM2025] Qiuping Jiang, Xiwen Li, Xinyi Wang, Zhihua Wang, Guangtao Zhai, "Dataset and Metric for Quality Assessment of HDR Tone Mapping: Detail Visibility, Color Naturalness, and Overall Quality," IEEE Transactions on Multimedia (TMM), 2025.
23. [TMM2025] Wu Chen, Qiuping Jiang*, Wei Zhou, Feng Shao, Guangtao Zhai, Weisi Lin, "No-Reference Point Cloud Quality Assessment via Graph Convolutional Network," IEEE Transactions on Multimedia (TMM), 2025.
24. [TMM2025] Binwei Xu, Qiuping Jiang*, Haoran Liang, Dingwen Zhang, Ronghua Liang, Peng Chen, "Learning Video Salient Object Detection Progressively from Unlabeled Videos," IEEE Transactions on Multimedia (TMM), 2025.
25. [TMM2025] Yi Liu, Qiuping Jiang*, Xinyi Wang, Ting Luo, Jingchun Zhou, "Underwater Image Enhancement with Cascaded Contrastive Learning," IEEE Transactions on Multimedia (TMM), 2025.
26. [TMM2025] Jingchun Zhou, Chunjiang Liu, Dehuan Zhang, Zongxin He, Ferdous Sohel, Qiuping Jiang*, "RSUIA: Dynamic No-Reference Underwater Image Assessment via Reinforcement Sequences," IEEE Transactions on Multimedia (TMM), 2025.
27. [TMM2025] Guanghui Yue, Shangjie Wu, Tianwei Zhou, Jie Du, Yu Luo, Qiuping Jiang*, "Progressive Region-to-Boundary Exploration Network for Camouflaged Object Detection," IEEE Transactions on Multimedia (TMM), 27: 236-248, 2025.
28. [TMM2024] Qiuping Jiang, Yaozu Kang, Zhihua Wang, Wenqi Ren, Chongyi Li, "Perception-Driven Deep Underwater Image Enhancement without Paired Supervision," IEEE Transactions on Multimedia (TMM), 26: 4884-4897, 2024.
29. [TMM2024] Xuejin Wang, Leilei Huang, Hangwei Chen, Qiuping Jiang*, Shaowei Weng, Feng Shao, "Benchmark Dataset and Pair-Wise Ranking Method for Quality Evaluation of Night-Time Image Enhancement," IEEE Transactions on Multimedia (TMM), 26: 9436-9449, 2024.
30. [TMM2024] Jingchun Zhou, Shiyin Wang, Zifan Lin, Qiuping Jiang*, Ferdous Sohel, "A Pixel Distribution Remapping and Multi-prior Retinex Variational Model for Underwater Image Enhancement," IEEE Transactions on Multimedia (TMM), 26: 7838-7849, 2024.
31. [TMM2023] Zhihua Wang, Qiuping Jiang*, Shanshan Zhao, Wensen Feng, Weisi Lin, "Deep Blind Image Quality Assessment Powered by Online Hard Example Mining," IEEE Transactions on Multimedia (TMM), 25: 4774-4784, 2023.
32. [TMM2022] Yudong Mao, Qiuping Jiang*, Runmin Cong, Wei Gao, Feng Shao, Sam Kwong, “Cross-modality fusion and progressive integration network for saliency prediction on stereoscopic 3D images," IEEE Transactions on Multimedia (TMM), 24: 2435-2448, 2022.
33. [TMM2018] Qiuping Jiang, Feng Shao, Weisi Lin, Ke Gu, Gangyi Jiang, Huifang Sun, "Optimizing multistage discriminative dictionaries for blind image quality assessment," IEEE Transactions on Multimedia (TMM), 20(8): 2035-2048, 2018.
34. [TITS2025] Xiaofei Zhou, Xiaoling Wu, Liuxin Bao, Haibing Yin, Qiuping Jiang*, Jiyong Zhang*, "AGFNet: Adaptive Gated Fusion Network for RGB-T Semantic Segmentation," IEEE Transactions on Intelligent Transportation Systems (TITS), 2025.
35. [TITS2024] Wujie Zhou, Jiankang Hong, Xiaoxiao Ran, Weiqing Yan, Qiuping Jiang*, "ADSANet-KD: Dual Semantic Approximation Network via Knowledge Distillation for Rail Surface Defect Detection," IEEE Transactions on Intelligent Transportation Systems (TITS), 2024.
36. [TITS2022] Qiuping Jiang, Yudong Mao, Runmin Cong, Wenqi Ren, Chao Huang, Feng Shao, "Unsupervised Decomposition and Correction Network for Low-light Image Enhancement," IEEE Transactions on Intelligent Transportation Systems (TITS), 23(10): 19440-19455, 2022.
37. [TII2021] Qiuping Jiang, Zhenyu Peng, Guanghui Yue, Hong Li, Feng Shao, “No-reference image contrast evaluation by generating bi-directional pseudo references,” IEEE Transactions on Industrial Informatics (TII), 17(9): 6062-6072, 2021.
38. [TCYB2018] Qiuping Jiang, Feng Shao, Weisi Lin, Gangyi Jiang, "Learning sparse representation for objective image retargeting quality assessment," IEEE Transactions on Cybernetics (TCYB), 48(4): 1276-1289, 2018.
39. [TBC2022] Qiuping Jiang, Zhenyu Peng, Feng Shao, Ke Gu, Yabin Zhang, Wenjun Zhang, Weisi Lin,“StereoARS: Quality evaluation for stereoscopic image retargeting with binocular inconsistency detection,” IEEE Transactions on Broadcasting (TBC), 68(1): 43-57, 2022.
40. [TBC2025] Shihui Wu, Qiuping Jiang*, Guanghui Yue, Shiqi Wang, Guangtao Zhai,“Generalizable Underwater Image Quality Assessment With Curriculum Learning-Inspired Domain Adaption,” IEEE Transactions on Broadcasting (TBC), 71(1): 252-263, 2025.
41. [TIM2020] Qiuping Jiang, Wei Zhou, Xiongli Chai, Guanghui Yue, Feng Shao, Zhibo Chen, “A full-reference stereoscopic image quality measurement via hierarchical deep feature degradation fusion,” IEEE Transactions on Instrumentation and Measurement (TIM), 69(12): 9784-9796, 2020.
42. [TIM2020] Qiuping Jiang, Wei Gao, Shiqi Wang, Guanghui Yue, Feng Shao, Yo-Sung Ho, Sam Kwong, "Blind image quality measurement by exploiting high order statistics with deep dictionary encoding network," IEEE Transactions on Instrumentation and Measurement (TIM), 69(10): 7398-7410, 2020.
43. [TCI2020] Feng Shao, Yanjia Fei, Qiuping Jiang*, Xiangchao Meng, Yo-Sung Ho, “Building stereoscopic zoomer via global and local warping optimization,” IEEE Transactions on Computational Imaging (TCI), 6: 1622-1635, 2020.
44. [TGRS2024] Jingchun Zhou, Bo Zhang, Dehuan Zhang, Gemine Vivone, Qiuping Jiang*, "DTKD-Net: Dual-Teacher Knowledge Distillation Lightweight Network for Water-related Optics Image Enhancement," IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024.
45. [TGRS2023] Wujie Zhou, Xiaomi Fan, Weiqing Yan, Shengdao Shan, Qiuping Jiang*, Jenq-Neng Hwang, "Graph Attention Guidance Network with Knowledge Distillation for Semantic Segmentation of Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing (TGRS), 61: 4506015, 2023.
46. [TGRS2023] Wujie Zhou, Yangzhen Li, Juan Huang, Weiqing Yan, Meixin Fang*, Qiuping Jiang*, "GSGNet-S*: Graph Semantic Guidance Network via Knowledge Distillation for Optical Remote Sensing Image Scene Analysis," IEEE Transactions on Geoscience and Remote Sensing (TGRS), 61: 4508512, 2023.
47. [JBHI2024] Guanghui Yue, Guibin Zhuo, Tianwei Zhou, Weide Liu, Tianfu Wang, Qiuping Jiang*, "Adaptive Cross-Feature Fusion Network with Inconsistency Guidance for Multi-Modal Brain Tumor Segmentation," IEEE Journal of Biomedical and Health Informatics (JBHI), 2024.
48. [TCE2025] Tong Wei, Hangwei Chen, Qiuping Jiang*, "Dual-Stream Interaction Network for Assessing Image Technique and Aesthetic Quality," IEEE Transactions on Consumer Electronics (TCE), 2025.
49. [IOTJ2025] Wujie Zhou, Xun Yang, Weiqing Yan, Qiuping Jiang*, "Hybrid Knowledge Distillation for RGB-T Crowd Density Estimation in Smart Surveillance Systems," IEEE Internet of Things Journal (IOTJ), 2025.
50. [JOE2025] Jingchun Zhou, Rui Zhou, Zongxin He, Cong Zhang, Qiuping Jiang*, Weishi Zhang, Ferdous Sohel, "Hierarchical Wavelet Decomposition Network for Water-Related Optical Image Enhancement," IEEE Journal of Oceanic Engineering (JOE), 2025.

研究方向:图像质量评价,水下视觉信息处理,视觉感知计算、3D视觉、计算成像
招生要求:
1. 尊敬老师、有礼貌。能够快速响应老师的要求,做事有规划、有条理、有分寸。
2. 对学术研究具有热情,做事踏实富有韧劲,能够自我驱动,在导师指导下进行自主学习和思维创新。
3. 熟悉基本的数字图像处理相关算法理论以及深度学习基础理论与编程框架等。
4. 具有比较扎实的数学功底和编程能力,精通某一套数学理论或方法者优先。
联系方式:
jiangqiuping@nbu.edu.cn