2021

1. Quanxue Gao, Pu Zhang, Wei Xia, Deyan Xie, Xinbo Gao, Dacheng Tao. Enhanced Tensor RPCA and Its Application. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol.43, No.6, pp.2133-2140, 2021.

2. Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao. Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis. International Journal of Computer Vision (IJCV), Vol.129, No.6, pp.1820-1836, 2021. 

3. Chunlei Peng, Nannan Wang*, Jie Li, and Xinbo Gao*. Soft Semantic Representation for Cross-Domain Face Recognition. IEEE Trans. on Information Forensics and Security (IEEE TIFS), Vol.16, pp.346-360, 2021. 

4. Decheng Liu, Xinbo Gao, Nannan Wang, Chunlei Peng, Jie Li. Iterative local re-ranking with attribute guided synthesis for face sketch recognition. Pattern Recognition, Vol.109, pp.107579:1-10, 2021.

5. Yidong Peng,Weisheng Li*, Xiaobo Luo, Jiao Du, Yi Gan, Xinbo Gao*. Integrated Fusion Framework Based on Semicoupled Sparse Tensor Factorization for Spatio-temporal-spectral Fusion of Remote Sensing images. Information Fusion, Vol.65, pp.21-36, 2020.

6. Zheng Hui, Jie Li, Xinbo Gao, Xiumei Wang. Progressive Perception-oriented Network for Single Image Super-resolution. Information Science (INS), Vol.546, pp.769-786, 2021. 

7. Siyang Deng, Wei Xia, Quanxue Gao, Xinbo Gao. Cross-view Classification by Joint Adversarial Learning and Class-specificity Distribution. Pattern Recognition, Vol.110, pp.107633, 2021. 

8. Kaibing Zhang, Danni Zhu, Jie Li, Xinbo Gao, Fei Gao, Jian Lu. Learning Stacking Regression for No-reference Super-resolution Image Quality Assessment. Signal Processing, Vol.178, pp.107771, 2021. 

9. Deyan Xie, Quanxue Gao, Siyang Deng, Xiaojun Yang, Xinbo Gao. Multiple Graphs Learning with a New Weighted Tensor Nuclear Norm. Neural Networks, Vol.133, pp.57-68, 2021. 

10. Yanting Hu, Xinbo Gao, Jie Li, Yuanfei Huang, Hanzi Wang. Single image super-resolution with multi-scale information cross-fusion network. Signal Processing, Vol.179, pp.107831, 2021. 

11. Hangyu Li, Nannan Wang, Yi Yu, Xi Yang, Xinbo Gao. LBAN-IL: A Novel Method of High Discriminative Representation for Facial Expression Recognition. Neurocomputing, Vol.432, pp.159-169, 2021. 

12. Dong Liang, Xinbo Gao*, Wen Lu, Jie Li. Deep Blind Image Quality Assessment based on Multiple Instance Regression. Neurocomputing, Vol.431, pp.78-89, 2021. 

13. Xiaodan Zhang, Xinbo Gao*, Lihuo He, Wen Lu. MSCAN: Multimodal Self-and-Collaborative Attention Network for Image Aesthetic Prediction Tasks. Neurocomputing, Vol.430, pp.14-23, 2021. 

14. Haoyuan Guo, Xi Yang, Nannan Wang, Xinbo Gao. A CenterNet++ model for ship detection in SAR images. Pattern Recognition, Vol.112, pp.107787, 2021. 

15. Hangyu Li, Nannan Wang, Xinpeng Ding, Xi Yang, Xinbo Gao. Adaptively Learning Facial Expression Representation via C-F Labels and Distillation.  IEEE Trans. on Image Processing (IEEE TIP). Vol.30, pp.2016-2028, 2021.

16. Yuanfei Huang, Jie Li, Xinbo Gao*, Yanting Hu, and Wen Lu. Interpretable Detail-Fidelity Attention Network for Single Image Super-Resolution. IEEE Trans. on Image Processing (IEEE TIP), Vol.30, pp.2325-2339, 2021. 

17. Xiaodan Zhang, Xinbo Gao*, Wen Lu, Lihuo He, Jie Li. Beyond Vision: A Multimodal Recurrent Attention Convolutional Neural Network for Unified Image Aesthetic Prediction Tasks. IEEE Trans. on Multimedia (IEEE TMM), Vol.23, pp.611-623, 2021. 

18. Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao*. Reconstructing Seen Image from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning. NeuroImage, Vol.228, pp.117602, 2021.

19. Gongxu Liu, Baoguo Yu, Lu Huang, Lingfeng Shi, Xinbo Gao and Lihuo He. Human-Interactive Mapping Method for Indoor Magnetic Based on Low-Cost MARG Sensors. IEEE Trans. on Instrumentation and Measurement (IEEE TIM), Vol.70, pp.9505510, 2021. 

20. Yuanqing Li, Ke Zhang, Jingyu Wang, Xinbo Gao. A Cognitive Brain Model for Multimodal Sentiment Analysis Based on Attention Neural Networks. Neurocomputing, vol.430, pp.159-173, 2021.

21. Shiwen Kou, Wei Xia, Xiangdong Zhang, Quanxue Gao, Xinbo Gao. Self-supervised Graph Convolutional Clustering by Preserving Latent Distribution. Neurocomputing, Vol.437, pp.218-226, May 21, 2021.

22. Yu Yun, Wei Xia, Yongqing Zhang, Quanxue Gao, Xinbo Gao. Self-representation and Class-Specificity Distribution Based Multi-View Clustering. Neurocomputing, Vol.437, pp.9-20, 2021. 

23. Zhenxi Zhang, Jie Li, Chunna Tian, ZhusiZhong, Zhicheng Jiao, Xinbo Gao. Quality-driven Deep Active Learning Method for 3D Brain MRI Segmentation. Neurocomputing, Vol.446, pp.106-117, 2021. 

24. Wei Xia, Quanxue Gao, Qianqian Wang, Xinbo Gao. Regression-Based Clustering Network via Combining Prior Information. Neurocomputing, Vol.448, pp.324-332, 2021. 

25. Wei Xia, Xiangdong Zhang, Quanxue Gao, Xinbo Gao. Adversarial Self-Supervised Clustering with Cluster-specificity Distribution. Neurocomputing, Vol.449, pp.38-47, 2021.

26. Lin Zhao, Jie Xu, Chen Gong, Jian Yang, Wangmeng Zuo and Xinbo Gao. Learning to Acquire the Quality of Human Pose Estimation. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), Vol.31, No.4, pp.1555-1568, April 2021. 

27. Zhonggui Sun, Tingting Liu, Jie Li, Ying Wang, Xinbo Gao. Patch-based Co-occurrence Filter with Fast Adaptive Kernel. Signal Processing, Vol.185, pp.108089, 2021.

28. Zhaolong Ning, Shouming Sun, Xiaojie Wang, Lei Guo, Guoyin Wang, Xinbo Gao, Ricky Y. K. Kwok. Intelligent resource allocation in mobile blockchain for privacy and security transactions: a deep reinforcement learning based approach. Science China: Information Science, Vol.64, 162303:1-16, 2021.

29. Huiling Xu, Wei Xia, Quanxue Gao, Jungong Han, Xinbo Gao. Graph Embedding Clustering: Graph Attention Auto-encoder with Cluster-specificity Distribution. Neural Networks, Vol.142, pp.221-230, 2021.

30. Xi Yang, Liangchen Liu, Nannan Wang and Xinbo Gao. A Two-Stream Dynamic Pyramid Representation Model for Video-Based Person Re-Identification. IEEE Transactions on Image Processing (IEEE TIP), vol. 30, pp. 6266-6276, 2021.

31. Bin Wang, Dapeng Tao, Rui Dong, Yuanyan Tang, Xinbo Gao. A Contour Co-Tracking Method for Image Pairs. IEEE Trans. on Image Processing (IEEE TIP), Vol.30, pp.5402-5412, 2021.

32. Yang Liu, Xinbo Gao, Quanxue Gao, Jungong Han, Ling Shao. Relation-based Discriminative Cooperation Network for Zero-Shot Classification. Pattern Recognition, Vol.118, 108024:1-10, 2021.

33. Yu Zhang, Lihuo He, Wen Lu, Jie Li, Xinbo Gao. Video Quality Assessment with Dense Features and Ranking Pooling. Neurocomputing, Vol.457, pp.242-253, 251, 2021.

34. Yiyuan Han, Bing Han, XinboGao. Human Scanpath Estimation based on Semantic Segmentation Guided by Common Eye Fixation Behaviors. Neurocomputing, Vol.453, pp.705-717, 2021. 

35. Lin Zhao, Nannan Wang, Chen Gong, Jian Yang and Xinbo Gao. Estimating Human Pose Efficiently by Parallel Pyramid Networks. IEEE Transactions on Image Processing (IEEE TIP), Vol.30, pp.6785-6800, 2021, doi: 10.1109/TIP.2021.3097836.

36. Jiachen Yang, Zilin Bian, Jiacheng Liu, Bin Jiang, Wen Lu, Xinbo Gao, Houbing Song. No-Reference Quality Assessment for Screen Content Images Using Visual Edge Model and AdaBoosting Neural Network. IEEE Transactions on Image Processing (IEEE TIP), Vol.30, pp.6801-6814, 2021, doi: 10.1109/TIP.2021.3098245.

37. Xinpeng Ding, Nannan Wang, Xinbo Gao, Jie Li, Xiaoyu Wang, Tongliang Liu. KFC: An Efficient Framework for Semi-Supervised Temporal Action Localization. IEEE Transactions on Image Processing (IEEE TIP) , Vol.30, pp.6869-6878, 2021. DOI: 10.1109/TIP.2021.3099407

38. Jiachen Yang, Aiyun Li, Shuai Xiao, Wen Lu, and Xinbo Gao. MTD-Net: Learning to Detect Deepfakes Images by Multi-Scale Texture Difference. IEEE Trans. on Information Forensics and Security (IEEE TIFS), Vol.16, pp.4234-4245, 2021

39. Xiuli Bi, Yuan Yuan, Bin Xiao, Weisheng Li, and Xinbo Gao. 2D-LCoLBP: A Learning Two-Dimensional Co-Occurrence Local Binary Pattern for Image Recognition. IEEE Trans. on Image Processing (IEEE TIP), Vol.30, pp.7228-7240, 2021. 

40. Jingyuan Yang, Jie Li, Xiumei Wang, Yuxuan Ding, and Xinbo Gao. Stimuli-Aware Visual Emotion Analysis. IEEE Trans. on Image Processing (IEEE TIP), Vol.30, pp.7432-7445, 2021.

41. Chi Zhang, Mingjin Zhang, Yunsong Li, XInbo Gao, Shi Qiu. Difference Curvature Multidimensional Network for Hyperspectral Image Super-Resolution. Remote Sensing, Vol.13, pp.3455:1-21, 2021. 

42. Jiachen Yang, Zilin Bian, Yang Zhao, Wen Lu, Xinbo Gao. Full-Reference Quality Assessment for Screen Content Images Based on the Concept of Global-Guidance and Local-Adjustment. IEEE Transactions on Broadcasting (IEEE TBC), Vol. 67, No.3, pp.686-709, 2021. 

43. Jiachen Yang, Zilin Bian, Yang Zhao, Wen Lu and Xinbo Gao. Staged-Learning: Assessing the Quality of Screen Content Images from Distortion Information. IEEE Signal Processing Letters (IEEE SPL), Vol.28, pp.1480-1484, 2021. doi: 10.1109/LSP.2021.3091928.

44. Bing Han, Meng Zhang, Xinbo Gao, Zhe Wang, Fusheng You, Haoran Li. Automatic Classification Method of Thyroid Pathological Images Using Multiple Magnification Factors. Neurocomputing, Vol.460, pp.231-242, 2021.

45. Zhihao Li, Bing Han*, Xinbo Gao, Biao Hou, Zongyuan Liu. Distance Constraint Between Features for Unsupervised Domain Adaptive Person Re-identification. Neurocomputing, Vol.462, pp.113-122, 2021. 

46. Xinrui Jiang, Nannan Wang, Jingwei Xinm Xiaobo Xia, Xi Yang, Xinbo Gao. Learning Lightweight Super-resolution Networks with Weight Pruning. Neural Networks, Vol.144, pp.21-32, 2021. 

47. Jiaxu Leng, Ying Liu, Xinbo Gao. Selective Region Enlargement Network for Fast Object Detection in High Resolution Images. Neurocomputing, Vol.462, pp.402-411, 2021. 

48. Jie Guo, Chengyu He, Mingjin Zhang, Yunsong Li, Xinbo Gao, Bangyu Song. Edge-Preserving Convolutional Generative Adversarial Networks for SAR-to-Optical Image Translation. Remote Sensing, Vol.13, pp.3575:1-23, 2021.

49. Xixi Nie, Bin Xiao, Xiuli Bi, Weisheng Li, Xinbo Gao. A Focus Measure in Discrete Cosine Transform Domain for Multi-focus Image Fast Fusion. Neurocomputing, Vol.465, pp.93-102. 2021.

50. Chao Pan, Xiuping Jia, Jie Li, Xinbo Gao*. Adaptive Edge Preserving Maps in Markov Random Fields for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), Vol.59, No.10, pp.8568-8583, 2021.

51. Guozhang Li, Jie Li, Nannan Wang*, XInpeng Ding, Zhifeng Li, Xinbo Gao*. Multi-Hierarchical Category Supervision for Weakly-Supervised Temporal Action Localization. IEEE Transactions on Image Processing (IEEE TIP), Vol.30, pp.9332-9344, 2021.

52. Xi Yang, Xinbo Gao*, Bin Song, Bing Han. Hierarchical Deep Embedding for Aurora Image Retrieval. IEEE Trans. on Cybernetics (IEEE TCyb), Vol.51, No.12, pp.5773-5785, 2021.

53. Jingyuan Yang, Xinbo Gao*, Leida Li, Xiumei Wang. SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network. IEEE Transactions on Image Processing (IEEE TIP), Vol.30, pp.8686-8701, 2021.

54. Kyohoon Sim, Jiachen Yang, Wen Lu, Xinbo Gao. MaD-DLS: Mean and Deviation of Deep and Local Similarity for Image Quality Assessment. IEEE Transactions on Multimedia (IEEE TMM), Vol.23, pp.4037-4048, 2021.

55. Lifang Zhou, Jun Luo, Xinbo Gao, Weisheng Li, Bangjun Leng, Jiaxu Leng. Selective Domain-invariant Feature Alignment Network for Face Anti-spoofing. IEEE Transactions on Information Forensics and Security (IEEE TIFS), Vol.16, pp.5352-5365, 2021.

56. Zheng Hui, Jie Li, Xiumei Wang, Xinbo Gao*. Learning the Non-Differentiable Optimization for Blind Super-Resolution. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 2093-2102.

57. Jingyuan Yang, Jie Li, Leida Li, Xiumei Wang, Xinbo Gao*. A Circular-Structured Representation for Visual Emotion Distribution Learning. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 4237-4246.

58. Tianwei Lin, Zhuoqi Ma, Fu Li, Dongliang He, Xin Li, Errui Ding, Nannan Wang, Jie Li, Xinbo Gao. Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 5141-5150. 

59. Lingming Zhang, Yue Zhao, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen. TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp.6699-6708.

60. Andrey Ignatov, Andres Romero, Heewon Kim, Radu Timofte, Chiu Man Ho, Zibo Meng, Kyoung Mu Lee, Yuxiang Chen, Yutong Wang, Zeyu Long, Chenhao Wang, Yifei Chen, Boshen Xu, Shuhang Gu, Lixin Duan, Wen Li, Wang Bofei, Zhang Diankai, Zheng Chengjian, Liu Shaoli, Gao Si, Zhang Xiaofeng, Lu Kaidi, Xu Tianyu, Zheng Hui, Xinbo Gao, Xiumei Wang, Jiaming Guo, Xueyi Zhou, Hao Jia, Youliang Yan. Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp.2535-2544, 2021. 

61. Xinrui Jiang, NannanWang, Jingwei Xin, Keyu Li, Xi Yang, Xinbo Gao. Training Binary Neural Network without Batch Normalization for Image Super-Resolution. The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), pp.1700-1707, 2021. 

62. Hong Yu, Jia Tang, Guoyin Wang, Xinbo Gao. A Novel Multi-View Clustering Method for Unknown Mapping Relationships Between Cross-View Samples. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD2021), pp.2075-2083, August 14-18, 2021, Singapore.

63. Mingrui Zhu, Changcheng Liang, Nannan Wang, Xiaoyu Wang, Zhifeng Li, Xinbo Gao. A Sketch-Transformer Network for Face Photo-Sketch Synthesis. The 30th International Joint Conference on Artificial Intelligence (IJCAI-21), August 21,2021. 

64. Ziyu Wei, Xi Yang*, Nannan Wang, Xinbo Gao. Syncretic Modality Collaborative Learning for Visible Infrared Person Re-identification. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), October 11 to October 17 2021.

65. Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu and Tongliang Liu. Removing Adversarial Noise in Class Activation Feature Space. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), October 11 to October 17 2021.

66. Liangchen Liu, Xi Yang, Nannan Wang, Xinbo Gao. Viewing From Frequency Domain: A DCT-based Information Enhancement Network for Video Person Re-Identification. The 29th ACM International Conference on Multimedia (ACM MM2021), October 20, 2021.

67. Dawei Zhou, Tongliang Liu, Bo Han, Nannan Wang, Chunlei Peng, Xinbo Gao. Towards Defending against Adversarial Examples via Attack-Invariant Features. International Conference on Machine Learning 2021 (ICML2021), July 18, 2021.

68. Saifei Wu, Jie Li, Lin Qi, Ziming Liu, Xinbo Gao. Remote Sensing Imagery Scene Classification Based on Spiking Neural Network. 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, pp.2795-2798, 2021.

69. Xinpeng Ding, Nannan Wang, Jie Li, Xinbo Gao. CRNet: Centroid Radiation Network for Temporal Action Localization. The 4th Chinese Conference on Pattern Recognition and Computer Vision (PRCV2021), October 29, 2021.

70. Xinpeng Ding, Nannan Wang, Jie Li, Xinbo Gao. Weakly Supervised Temporal Action Localization with Segment-Level Labels. The 4th Chinese Conference on Pattern Recognition and Computer Vision (PRCV2021), October 29, 2021.

71. 彭春蕾, 高新波, 王楠楠, 李潔. 可視身份深度偽造與檢測. 中國科學: 信息科學, Vol.51, No.9, pp.1451-1474, 2021. 

72. 姜馨蕊, 王楠楠, 辛經緯, 李柯宇, 楊曦, 高新波. 二值圖像超分辨率重建網絡. 中國科學: 信息科學, Vol.51, No.10, pp.1690-1705, 2021.

73. 魏梓鈺,楊曦, 王楠楠, 楊東, 高新波. 互惠雙向生成對抗網絡用于跨模態行人重識別. 西安電子科技大學學報, Vol.48, No.2, pp.205-212, 2021. 

74. 張銘津, 彭曉琪, 郭杰, 李云松, 王楠楠, 高新波. 基于多殘差網絡的結構保持超分辨重建. 模式識別與人工智能, Vol.34, No.3, pp.232-240, 2021.

75. 高新波, 莫夢竟成, 汪海濤, 冷佳旭.小目標檢測研究進展. 數據采集與處理, Vol.36, No.3, pp.391-417, 2021. 

76. 高新波, 王楠楠, 梁榮華, 鄭偉詩, 徐邁, 盧策吾, 宋一哲, 韓軍功. 面向智慧監控的視覺感知與理解專題序言. 西電學報, Vol.48, No.5, pp.1-7, 2021.

77. 程德, 郝毅, 周靖宇, 王楠楠, 高新波. 利用混合雙通路神經網絡的跨模態行人重識別. 西電學報, Vol.48, No.5, pp.190-200, 2021.

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