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期刊论文:

  1. Leida Li, Hancheng Zhu, Sicheng Zhao, Guiguang Ding, Weisi Lin, "Personality-assisted Multi-task Learning for Generic and Personalized Image Aesthetics Assessment", IEEE Transactions on Image Processing, vol. 29, pp. 3898-3910, 2020.
  2. Leida Li, Hao Cai, Yabin Zhang, Weisi Lin, Alex C. Kot, Xingming Sun, "Sparse Representation Based Image Quality Index with Adaptive Sub-dictionaries", IEEE Transactions on Image Processing, vol. 25, no. 8, pp. 3775-3786, 2016. [Code]
  3. Leida Li, Weisi Lin, Xuesong Wang, Gaobo Yang, Khosro Bahrami, Alex C. Kot,“No-reference Image Blur Assessment Based on Discrete Orthogonal Moments", IEEE Transactions on Cybernetics, vol. 46, no. 1, pp. 39-50, 2016. [CodeESI热点论文/高被引论文
  4. Leida Li, Yu Zhou, Ke Gu,Yuzhe Yang,Yuming Fang, "Blind Realistic Blur Assessment Based on Discrepancy Learning", IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 11, pp. 3859-3869, 2020.
  5. Leida Li, Dong Wu, Jinjian Wu, Haoliang Li, Weisi Lin, Alex C. Kot, "Image Sharpness Assessment by Sparse Representation", IEEE Transactions on Multimedia, vol. 18, no. 6, pp. 1085-1097, 2016. [Code]
  6. Leida Li, Wenhan Xia, Weisi Lin, Yuming Fang, Shiqi Wang, "No-reference and Robust Image Sharpness Evaluation Based on Multi-scale Spatial and Spectral Features", IEEE Transactions on Multimedia, vol. 19, no. 5, pp. 1030-1040, 2017.  [Code]
  7. Leida Li, Yu Zhou, Ke Gu, Weisi Lin, Shiqi Wang, "Quality Assessment of DIBR-synthesized Images by Measuring Local Geometric Distortions and Global Sharpness", IEEE Transactions on Multimedia, vol. 20, no. 4, pp. 914-926, 2018.  [Code]
  8. Leida Li, Yu Zhou, Jinjian Wu, Fu Li, Guangming Shi, "Quality Index for View Synthesis by Measuring Instance Degradation and Global Appearance",  IEEE Transactions on Multimedia, vol. 23, pp. 320-332, 2021.
  9. Leida Li, Yixuan Li, Jijian Wu, Lin Ma, Yuming Fang, "Quality Evaluation for Image Retargeting with Instance Semantics", IEEE Transactions on Multimedia, accepted, 2020. 
  10. Leida Li, Yipo Huang, Jinjian Wu, Ke Gu, Yuming Fang, "Predicting the Quality of View Synthesis With Color-Depth Image Fusion", IEEE Transactions on Circuits and Systems for Video Technology, accepted, 2020. 
  11. Pengfei Chen, Leida Li*(Corresponding author), Jinjian Wu, Yabin Zhang, Weisi Lin, "Temporal Reasoning Guided QoE Evaluation for Mobile Live Video Broadcasting", IEEE Transactions on Image Processing, vol. 30, pp. 3279-3292, 2021.
  12. Hancheng Zhu, Leida Li*(Corresponding author), Jinjian Wu, Sicheng Zhao, Guiguang Ding, Guangming Shi, "Personalized Image Aesthetics Assessment via Meta-learning with Bi-level Gradient Optimization", IEEE Transactions on Cybernetics, 2020. 
  13. Hancheng Zhu, Leida Li*(Corresponding author), Jinjian Wu, Weisheng Dong, Guangming Shi, “Generalizable No-Reference Image Quality Assessment via Deep Meta-learning”, IEEE Transactions on Circuits and Systems for Video Technology, Accepted, 2021.
  14. Yu Zhou, Leida Li*(Corresponding author), Shiqi Wang, Jinjian Wu, Yuming Fang, Xinbo Gao, "No-reference Quality Assessment for View Synthesis Using DoG-based Edge Statistics and Texture Naturalness", IEEE Transactions on Image Processing, vol. 28, no. 9, pp. 4566-4579, 2019. 
  15. Yu Zhou, Leida Li*(Corresponding author), Jinjian Wu, Ke Gu, Weisheng Dong, Guangming Shi,“Blind Quality Index for Multiply Distorted Images Using Biorder Structure Degradation and Nonlocal Statistics", IEEE Transactions on Multimedia, vol. 20, no. 11, pp. 3019-3032, 2018. 
  16. Bo Hu, Leida Li*(Corresponding author), Hantao Liu, Weisi Lin, and Jiansheng Qian, "Pairwise Comparison Based Rank Learning for Benchmarking Image Restoration Algorithms", IEEE Transactions on Multimedia, vol. 21, no. 8, pp. 2042-2056, 2019. [Code]
  17. Yuming Fang, Jiebin Yan, Leida Li*(Corresponding author), Jinjian Wu, Weisi Lin, "No Reference Quality Assessment for Screen Content Images with Both Local and Global Feature Representation", IEEE Transactions on Image Processing, vol. 27, no. 4, pp. 1600-1610, 2018. 
  18. Yuming Fang, Rengang Du, Yifan Zuo, Wenying Wen, Leida Li*(Corresponding author), "Perceptual Quality Assessment for Screen Content Images by Spatial Continuity", IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 11, pp. 4050-4063, 2020.
  19. Yuming Fang, Jiebin Yan, Rengang Du, Yifan Zuo, Wenying Wen, Yan Zeng, Leida Li*(Corresponding author), "Blind Quality Assessment for Tone-Mapped Images by Analysis of Gradient and Chromatic Statistics", IEEE Transactions on Multimedia, 2020.
  20. Ke Gu, Leida Li, Hong Lu, Xiongkuo Min, Weisi Lin, "A Fast Reliable Image Quality Predictor by Fusing Micro- and Macro-structures", IEEE Transactions on Industrial Electronics, vol. 64, no. 5, pp. 3903- 3912, 2017.  ESI高被引论文
  21. Jinjian Wu, Leida Li, Weisheng Dong, Guangming Shi, Weisi Lin, C.-C. Jay Kuo, "Enhanced Just Noticeable Difference Model for Images with Pattern Complexity", IEEE Transactions on Image Processing, vol. 26, no. 6, pp. 2682-2693, 2017. 
  22. Jupo Ma, Jinjian Wu, Leida Li, Weisheng Dong, Xuemei Xie, Guangming Shi,  Weisi Lin, “Blind Image Quality Assessment With Active Inference”, IEEE Transactions on Image Processing, Accepted, 2021.
  23. Jinjian Wu, Chuanwei Ma, Leida Li, Weisheng Dong, and Guangming Shi, “Probabilistic Undirected Graph Based Denoising Method for Dynamic Vision Sensor”,  IEEE Transactions on Multimedia, DOI: DOI 10.1109/TMM.2020.299395, 2020.
  24. Khosro Bahrami, Alex C. Kot, Leida Li, Haoliang Li, "Blurred Image Splicing Localization by Exposing Blur Type Inconsistency", IEEE Transactions on Information Forensics and Security, vol. 10, no. 5, pp. 999-1009, 2015. 
  25. Xiangling Ding, Ningbo Zhu, Leida Li, Yue Li, Gaobo Yang, "Robust Localization of Interpolated Frames by Motion-compensated Frame-interpolation Based on Artifact Indicated Map and Tchebichef Moments", IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 7, pp. 1893-1906, 2019.  
  26. Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li, "Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2020.3037516, 2020. 
  27. Guangcheng Wang, Zhongyuan Wang, Ke Gu, Leida Li, Zhifang Xia, Lifang Wu, "Blind Quality Metric of DIBR-Synthesized Images in the Discrete Wavelet Transform Domain", IEEE Transactions on Image Processing, vol. 29, pp. 1802-1814, 2019.
  28. Yabin Zhang, Yuming Fang, Weisi Lin, Xinfeng Zhang, Leida Li,“Backward Registration Based Aspect Ratio Similarity for Image Retargeting Quality Assessment",  IEEE Transactions on Image Processing, vol. 25, no. 9, pp. 4286-4297, 2016. 
  29. Leida Li, Xi Chen, Jinjian Wu, Shiqi Wang, Guangming Shi, “No-reference Quality Index of Depth Images Based on Statistics of Edge Profiles for View Synthesis”, Information Sciences, vol. 516, pp. 205-219, 2020.
  30. Leida Li, Shushang Li, Ajith Abraham, Jeng-Shyang Pan, “Geometrically Invariant Image Watermarking Using Polar Harmonic Transforms”, Information Sciences, vol. 199, pp. 1-19, 2012. [Code]
  31. Leida Li, Xiaoping Yuan, Zhaolin Lu, Jeng-Shyang Pan, “Rotation Invariant Watermark Embedding Based on Scale-adapted Characteristic Regions”, Information Sciences, vol. 180, no. 15, pp. 2875-2888, 2010.
  32. Leida Li, Yu Zhou, Weisi Lin, Jinjian Wu, Xinfeng Zhang, Beijing Chen, “No-reference Quality Assessment of Deblocked Images”, Neurocomputing, vol. 177, pp. 572-584, 2016. ESI高被引论文
  33. Pengfei Chen, Leida Li*(Corresponding author), Xinfeng Zhang, Shanshe Wang, Allen Tan, “Blind Quality Index for Tone-mapped Images Based on Luminance Partition”, Pattern Recognition, vol. 89, pp. 108-118, 2019.
  34. Leida Li, Hancheng Zhu, Gaobo Yang, Jiansheng Qian, “Referenceless Measure of Blocking Artifacts by Tchebichef Kernel Analysis”, IEEE Signal Processing Letters, vol. 21, no. 1, pp. 122-125, 2014. [Code]
  35. Leida Li, Weisi Lin, Hancheng Zhu, “Learning Structural Regularity for Evaluating Blocking Artifacts in JPEG Images”, IEEE Signal Processing Letters, vol. 21, no. 8, pp. 918-922, 2014. [Code]
  36. Yipo Huang, Leida Li*(Corresponding author), Hancheng Zhu, Bo Hu, "Blind Quality Index of Depth Images Based on Structural Statistics for View Synthesis", IEEE Signal Processing Letters, 2020. 
  37. Hancheng Zhu, Leida Li*(Corresponding author), Sicheng Zhao, Hongyan Jiang, “Evaluating Attributed Personality Traits from Scene Perception Probability”, Pattern Recognition Letters, vol. 116, pp. 121-126, 2018.
  38. Hancheng Zhu, Leida Li*(Corresponding author), Hongyan Jiang, Allen Tan, “Inferring Personality Traits from Attentive Regions of User Liked Images via Weakly Supervised Dual Convolutional Network”, Neural Processing Letters, DOI: 10.1007/s11063-019-09987-7, 2019. 
  39. 李雷达,郭宝龙,武晓玥, “一种新的空域抗几何攻击图像水印算法”, 《自动化学报》, 34(10): 1235-1242, 2008.
  40. 李雷达,郭宝龙,表金峰, “基于奇偶量化的空域抗几何攻击图像水印算法”, 《电子与信息学报》,31(1): 134-138, 2009.
  41. 李雷达,郭宝龙, “基于伪Zernike矩的自适应RST不变水印”,《西安电子科技大学学报》,34(1): 38-42, 2007.

会议论文:

  1. Hancheng Zhu, Leida Li*(Corresponding author), Jinjian Wu, Weisheng Dong, Guangming Shi, “MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020. [PDF][CODE(CCF A类)
  2. Pengfei Chen, Leida Li*(Corresponding author), Lei Ma, Jinjian Wu, Guangming Shi, “RIRNet: Recurrent-In-Recurrent Network for Video Quality Assessment”, ACM International Conference on Multimedia (ACM MM), 2020. (CCF A类, Oral)
  3. Sicheng Zhao, Zizhou Jia, Hui Chen, Leida Li*(Corresponding author), Guiguang Ding, Kurt Keutzer, “PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression", ACM Multimedia, pp. 192-201, Nice, France, October 21-25, 2019. (CCF A类)
  4. Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, Xinbo Gao, “A Circular-Structured Representation for Visual Emotion Distribution Learning”,  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Accepted, 2021. (CCF A类)
  5. Liuyu Xiang, Xiaoming Jin, Guiguang Ding, Jungong Han, Leida Li, “Incremental Few-shot Learning for Pedestrian Attribute Recognition”,  International Joint Conference on Artificial Intelligence (IJCAI), pp. 3912-3918, Macao, China, August 10-16, 2019. (CCF A类)
  6. Leida Li, Yuzhe Yang, Hancheng Zhu, “Naturalness Preserved Image Aesthetic Enhancement with Perceptual Encoder Constraint”, ACM International Conference on Multimedia Retrieval (ICMR), pp. 364-372, Ottawa, Canada, June 10-13, 2019. Oral
  7. Leida Li, Xi Chen, Yu Zhou, Jinjian Wu, Guangming Shi, “Depth Image Quality Assessment for View Synthesis Based on Weighted Edge Similarity”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 17-25, Long Beach, CA, USA, June 16-20, 2019.
  8. Leida Li, Hancheng Zhu, Sicheng Zhao, Guiguang Ding, Hongyan Jiang, Allen Tan, “Personality Driven Multi-task Learning for Image Aesthetic Assessment”, IEEE International Conference on Multimedia and Expo (ICME), pp. 430-435, Shanghai, China, July 8-12, 2019. Oral
  9. Pengfei Chen, Leida Li*( Corresponding author), Yipo Huang, Allen Tan, Russell Chen, “QoE Evaluation for Live Broadcasting Video”, IEEE International Conference on Image Processing (ICIP), pp. 454-458, Taipei, Taiwan, September 22-25, 2019.
  10. Bo Hu, Leida Li*( Corresponding author), Jiansheng Qian, “Internal Generative Mechanism Driven Blind Quality Index for Deblocked Images”, IEEE International Conference on Image Processing (ICIP), pp. 2476-2480, Athens, Greece, October7-10, 2018.
  11. Guangcheng Wang, Leida Li*( Corresponding author), Qiaohong Li, Ke Gu, Zhaolin Lu, Jiansheng Qian, “Perceptual Evaluation of Single-image Super-resolution Reconstruction”, IEEE International Conference on Image Processing (ICIP), pp. 3145-3149, Beijing, China, September 17-20, 2017.
  12. Yu Zhou, Leida Li, Ke Gu, Yuming Fang, Weisi Lin, “Quality Assessment of 3D Synthesized Images via Disoccluded Region Discovery”, IEEE International Conference on Image Processing (ICIP), pp. 1012-1016, Phoenix, USA, September 25-28, 2016. Oral
  13. Bo Hu, Leida Li, Jiansheng Qian, Yuming Fang, “Perceptual Evaluation of Compressive Sensing Image Recovery”, International Conference on Quality of Multimedia Experience (QoMEX), pp. 1-6, Lisbon, Portugal, June 6-8, 2016. Oral
  14. Leida Li, Xuewei Wang, Wei Zhang, Gaobo Yang, Guozhang Hu, “Detecting Removed Object from Video with Stationary Background”, International Workshop on Digital Forensics and Watermarking (IWDW), pp. 242-252, Shanghai, China, October 31-November 3, 2012. Oral
  15. Leida Li, Jiansheng Qian, Jeng-Shyang Pan, “High Capacity Watermark Embedding Based on Local Invariant Features”, IEEE International Conference on Multimedia & Expo (ICME), pp. 1311-1314, Singapore, July 19-23, 2010. Oral
  16. Leida Li, Baolong Guo, Jeng-Shyang Pan, Liu Yang. “Scale-space Feature Based Image Watermarking in Contourlet Domain”, International Workshop on Digital Watermarking (IWDW), pp. 88-102, Busan, Korea, November 10-12, 2009. Oral