Publications

• [37] Jiatian Pi, Fusen Wen, Fen Xia, Ning Jiang, Haiying Wu, Qiao Liu*. Efficient Black-box Adversarial Attacks via Alternate Query and Boundary Augmentation, Knowledge-Based Systems (KBS), 2025. (JCR Q1)
• [36] Donghai Liao, Xiu Shu, Zhihui Li, Qiao Liu*, Di Yuan*, Xiaojun Chang, Zhenyu He. Fine-grained Feature and Template Reconstruction for TIR Object Tracking, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025. (JCR Q1, CCF B)
• [35] Qiao Li, Kanlun Tan, Qiao Liu*, Di Yuan, Xin Li, Yunpeng Liu. Efficient Hierarchical Domain Adaptive Thermal Infrared Tracking. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025. (CCF B)
• [34] Renping Xie, Di Yuan, Qiao Liu*. Overexposed Infrared and Visible Image Fusion Benchmark and Baseline. Expert Systems with Applications (ESWA), 2024. (JCR Q1)
• [33] Qiao Liu, Jiatian Pi, Peng Gao, Di Yuan*. STFNet: Self-Supervised Transformer for Infrared and Visible Image Fusion. IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2024. (JCR Q2)
• [32] Di Yuan, Haiping Zhang, Xiu Shu, Qiao Liu*, Xiaojun Chang, Zhenyu He, Guangming Shi. Thermal Infrared Target Tracking: A Comprehensive Review. IEEE Transactions on Instrumentation and Measurement (TIM), 2023. (JCR Q2, ESI highly cited)
• [31] Di Yuan, Haiping Zhang, Xiu Shu, Qiao Liu*, Xiaojun Chang, Zhenyu He, Guangming Shi. An Attention Mechanism Based AVOD Network for 3D Vehicle Detection. IEEE Transactions on Intelligent Vehicles (TIV), 2023. (JCR Q2).
• [30] Chao Yang#, Qiao Liu#, Gaojun Li, Honghu Pan, Zhenyu He*. Learning Diverse Fine-grained Features for Thermal Infrared Tracking. Expert Systems with Applications (ESWA), 2023. (JCR Q1) [Paper]
• [29] Honghu Pan, Qiao Liu, Yongyong Cheng, Yunqi He, Yuan Zheng, Feng Zheng, Zhenyu He. Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023. (JCR Q1, CCF B) [Paper]
• [28] Di Yuan, Xiaojun Chang, Qiao Liu, Yi Yang, Dehua Wang, Minglei Shu, Zhenyu He, Guangming Shi. Active Learning for Deep Visual Tracking. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. (JCR Q1, CCF B, ESI highly cited) [Paper]
• [27] Qiao Liu, Xin Li, Di Yuan, Chao Yang, Xiaojun Chang, Zhenyu He. LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Single Object Tracking Benchmark. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. (JCR Q1, CCF B)
• [26] Nana Fan#, Qiao Liu#, Xin Li*, Zikun Zhou, Zhenyu He, Siamese Residual Network for Efficient Visual Tracking. Information Science (INS), 2023. (JCR Q1, CCF B) [Paper]
• [25] Di Yuan, Xiu Shu, Qiao Liu*, Zhenyu He, Aligned Spatial-Temporal Memory Network for Thermal Infrared Target Tracking. IEEE Transactions on Circuits and Systems II: Express Briefs (TCSII), 2022. (JCR Q2, ESI highly cited) [Paper]
• [24] Di Yuan, Xiu Shu, Qiao Liu, Xingming Zhang, Zhenyu He, Robust Thermal Infrared Tracking via an Adaptively Multi-feature Fusion Model. Neural Computing and Applications (NCA), 2022. (JCR Q1) [Paper]
• [23] Jianhua Yin, Qiao Liu*, Fanyang Meng, Zhenyu He, STCDesc: Learning Deep Local Descriptor Using Similar Triangle Constraint. Knowledge-Based Systems (KBS), 2022. (JCR Q1) [Paper]
• [22] Di Yuan, Shu Xiu, Qiao Liu, Zhenyu He, Structural Target-aware Model for Thermal Infrared Tracking. Neurocomputing (NEUR), 2022. (JCR Q1) [Paper]
• [21] Qiao Liu, Di Yuan, Nana Fan, Peng Gao, Xin Li*, Zhenyu He*, Learning Dual-Level Deep Representation for Thermal Infrared Tracking, IEEE Transactions on Multimedia (TMM), 2022. (CCF B, JCR Q1, ESI highly cited) [Paper][Code]
• [20] Nana Fan, Xin Li, Zikun Zhou, Qiao Liu, Zhenyu He*, Noise-suppressing Deep Tracking, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021. (CCF B, JCR Q1)[Paper]
• [19] Nana Fan, Xin Li, Zikun Zhou, Qiao Liu, Zhenyu He*, Learning Dual-Margin Model for Visual Tracking, Neural Networks (NN), 2021. [Paper] (CCF B, JCR Q1)
• [18] Nana Fan, Qiao Liu, Xin Li, Zikun Zhou, Zhenyu He*. Interactive convolutional learning for visual tracking. Knowledge-Based Systems (KBS), 2021, 214: 106724. [Paper] (JCR Q1)
• [17] Di Yuan, Xiaojun Chang, Po-Yao Huang, Qiao Liu, Zhenyu He*, Self-Supervised Deep Correlation Tracking. IEEE Transactions on Image Processing (TIP), 2020, 30: 976-985. [Paper][Code] (CCF A, JCR Q1, ESI highly cited)
• [16] Xin Li, Qiao Liu, Nana Fan, Zikun Zhou, Zhenyu He*, Xiao-yuan Jing, Dual-regression model for visual tracking. Neural Networks (NN), 2020, 132: 364-374. [Paper] (CCF B, JCR Q1)
• [15] Qiao Liu, Xin Li, Zhenyu He*, Chenglong Li, Jun Li, Zikun Zhou, Di Yuan, Jing Li, Kai Yang, Nana Fan, Feng Zheng, LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark[C]//Proceedings of the 28th ACM International Conference on Multimedia (ACM MM). 2020: 3847-3856. [Paper] [Dataset and Code](CCF A)
• [14] Qiao Liu, Xin Li, Zhenyu He*, Nana Fan, Di Yuan, Wei Liu, Yonsheng Liang, Multi-task driven feature models for thermal infrared tracking[C]//Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2020, 34(07): 11604-11611. [Paper] [Code](CCF A)
• [13] Qiao Liu, Xin Li, Zhenyu He, Nana Fan, Di Yuan, Hongpeng Wang, Learning deep multi-level similarity for thermal infrared object tracking[J]. IEEE Transactions on Multimedia (TMM), 2020. [Paper] [Code] (CCF B, JCR Q1, ESI highly cited)
• [12] Di Yuan, Xin Li, Zhenyu He*, Qiao Liu, Shuwei Lu, Visual object tracking with adaptive structural convolutional network[J]. Knowledge-Based Systems (KBS), 2020, 194: 105554. [Paper] (JCR Q1)
• [11] Qiao Liu, Zhenyu He*, Xin Li, Yuan Zheng, PTB-TIR: A thermal infrared pedestrian tracking benchmark[J]. IEEE Transactions on Multimedia (TMM), 2019, 22(3): 666-675. [Paper] [Dataset and Code] (CCF B, JCR Q1)
• [10] Xin Li, Qiao Liu, Nana Fan, Zhenyu He*, Hongzhi Wang, Hierarchical spatial-aware siamese network for thermal infrared object tracking[J]. Knowledge-Based Systems (KBS), 2019, 166: 71-81. [Paper] [Code] (JCR Q1)
• [9] Bing Liu, Qiao Liu, Taiping Zhang*, Yong Yang, MSSTResNet-TLD: A robust tracking method based on tracking-learning-detection framework by using multi-scale spatio-temporal residual network feature model[J]. Neurocomputing (NEUR), 2019, 362: 175-194. (JCR Q1)
• [8] Bing Liu, Qiao Liu, Zhengyu Zhu*, Taiping Zhang, Yong Yang, MSST-ResNet: Deep multi-scale spatiotemporal features for robust visual object tracking[J]. Knowledge-Based Systems (KBS), 2019, 164: 235-252. (JCR Q1)
• [7] Xiao Ma, Qiao Liu, Weihua Ou*, Quan Zhou, Visual object tracking via coefficients constrained exclusive group LASSO[J]. Machine Vision and Applications (MVAP), 2018, 29(5): 749-763. [Paper] (JCR Q2)
• [6] Weihua Ou, Di Yuan, Qiao Liu, Yongfeng Cao, Object tracking based on online representative sample selection via non-negative least square[J]. Multimedia Tools and Applications (MTAP), 2018, 77(9): 10569-10587. (JCR Q3)
• [5] Qiao Liu, Di Yuan, Zhenyu He*, Thermal infrared object tracking via Siamese convolutional neural networks[C]//IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 2017: 1-6. (EI)
• [4] Qiao Liu, Xiaohuan Lu, Zhenyu He*, Chunkai Zhang, Wen-Sheng Chen, Deep convolutional neural networks for thermal infrared object tracking[J]. Knowledge-Based Systems (KBS), 2017, 134: 189-198. [Paper] [Code] (JCR Q1)
• [3] Qiao Liu, Xiao Ma, Weihua Ou*, Quan Zhou, Visual object tracking with online sample selection via lasso regularization[J]. Signal, Image and Video Processing (SIVP), 2017, 11(5): 881-888. [Paper] (JCR Q2)
• [2] Xin Li, Qiao Liu, Zhenyu He*, Hongpeng Wang, Chunkai Zhang, Wen-Sheng Chen, A multi-view model for visual tracking via correlation filters[J]. Knowledge-Based Systems (KBS), 2016, 113: 88-99. [Paper] (JCR Q1)
• [1] Xiao Ma, Qiao Liu, Zhenyu He*, Xiaofeng Zhang, Wen-Sheng Chen, Visual tracking via exemplar regression model[J]. Knowledge-Based Systems (KBS), 2016, 106: 26-37. [Paper] (JCR Q1)