部分成果如下：

【2026年】

²  Yang Yang, Nianchang Huang, Qiang Zhang*, Jungong Han. Mitigating Fusion Bias for RGB-D Salient Object Detection. Pattern Recognition, 2026, 171:112135.

【2025年】

²  Ruida Xi, Zhenyang Fu, Nianchang Huang, Xiaowei Zhao, Qiang Zhang, Jungong Han. CSANet: Cross-modality self-paced association network for unsupervised visible-infrared person re-identification. IEEE Transactions on Information Forensics and Security, 2025, 20:8672-8686.

²  Tianlu Zhang, Qiang Zhang*, Kurt Debattista, Jungong Han*. Cross-modality distillation for multi-modal tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, 47(7): 5847-5865.

²  Shenlu Zhao, Jingyi Wang, Qiang Zhang*, Jungong Han. Towards Efficient RGB-T Semantic Segmentation via Feature Generative Distillation Strategy. Information Fusion, 2025, 123: 103282.

²  Shenlu Zhao, Jingyi Li, Qiang Zhang*. C⁴Net: Excavating Cross-Modal Context- and Content-Complementarity for RGB-T Semantic Segmentation. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(2): 1347-1361.

²  Shenlu Zhao, Ziniu Jin, Qiang Jiao, Qiang Zhang*, Jungong Han. Resolving Semantic Conflicts in RGB-T Semantic Segmentation. Pattern Recognition, 2025, 162: 111398.

²  Yang Yang, Nianchang Huang*, Qiang Zhang*, Jungong Han, Jin Huang. Modality Adaptive Network for Arbitrary Modality Salient Object Detection. IEEE Transactions on Multimedia, 2025. (Accepted)

²  黄年昌, 杨阳 , 张强*, 韩军功. 基于深度学习的RGB-D图像显著性目标检测前沿进展. 计算机学报, 2025,48(02):284-316.

²  Nianchang Huang, Yang Yang, Ruida Xi, Qiang Zhang*, Jungong Han, Jin Huang. Salient Object Detection from Arbitrary Modalities. IEEE Transactions on Image Processing, 2024, 33:6268-6282.

²  Ruida Xi, Nianchang Huang, Changzhou Lai, Qiang Zhang*, Jungong Han. FMCNet+: Feature-level modality compensation for visible-infrared person re-identification. IEEE Transactions on Neural Networks and Learning Systems, 2025, 36(7): 13247-13261

【2024年】

²  Nianchang Huang, Yang Yang, Qiang Zhang*, Jungong Han, Jin Huang. Lightweight cross-modal transformer for RGB-D salient object detection. Computer Vision and Image Understanding, 2024,249:104194.

²  Nianchang Huang, Yang Yang, Ruida Xi, Qiang Zhang*,Jungong Han, and Jin Huang. Salient object detection from arbitrary modalities. IEEE Transactions on Image Processing, 2024, 33: 6268-6282.

²  Tianlu Zhang, Ziniu Jin, Kurt Debattista, Qiang Zhang*, Guiguang Ding, and Jungong Han. Revisiting Motion Information for RGB-Event Tracking with MOT Philosophy. The 38^th Annual Conference on Neural Information Processing Systems (NeurIPS), 2024. CCF-A类会议

²  Qiang Zhang, Hongyuan Guo, Guanghe Li, Tianlu Zhang, and Qiang Jiao. Deep unsupervised shadow detection with curriculum learning and self-training. Computer Vision and Image Understanding, 2024, 248:104124.

²  Tianlu Zhang, Qiang Jiao, Qiang Zhang*, and Jungong Han*. Exploring multi-modal spatial-temporal contexts for high-performance RGB-T tracking. IEEE Transactions on Image Processing, 2024, 33: 4303-4318.

²  Tianlu Zhang, Xiaoyi He, Qiang Zhang*, Jungong Han. Exploring target-related information with reliable global pixel relationships for robust RGB-T tracking. Pattern Recognition, 2024, 155: 110707.

²  Tianlu Zhang, Ziniu Jin, Kurt Debattista, Qiang Zhang*, and Jungong Han. Enhancing visual tracking with a unified temporal transformer framework, IEEE Transactions on Intelligent Vehicles, 2024.DOI: 10.1109/TIV.2024.3398405.

²  Tianlu Zhang, Xiaoyi He, Qiang Jiao, Qiang Zhang*, and Jungong Han. AMNet: Learning to align multi-modality for RGB-T tracking, IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34 (8):7386-7400..

²  Jianan Liu, Qiang Zhang*. Multi-level modality-specific and modality-common features fusion network for RGB-IR person re-identification. Neurocomputing, 2024, 600: 128183.

²  Nianchang Huang, Baichao Xing, Qiang Zhang*, Jungong Han and Jin Huang. Co-segmentation assisted cross-modality person re-identification, Information Fusion, 2024, 104: 102194.

²  Yang Yang, Qiang Zhang*, Finding Camouflaged Objects along the Camouflage Mechanisms, IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34 (4): 2346-2360.

²  Qiang Zhang, Qi Qin, Yang Yang, Qiang Jiao, Jungong Han, Feature Calibrating and Fusing Network for RGB-D Salient Object Detection, IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(3): 1493-1507.

²  Shenlu Zhao, Yichen Liu, Qiang Jiao, Qiang Zhang*, Jungong Han, Mitigating Modality Discrepancies for RGB-T Semantic Segmentation, IEEE Transactions on Neural Networks and Learning Systems,2024, 35(7): 9380-9304.

【2023年】

²Yang Yang, Qiang Zhang*, Finding Camouflaged Objects along the Camouflage Mechanisms, IEEE Transactions on Circuits and Systems for Video Technology, 2023. DOI: 10.1109/TCSVT.2023.3308964

²  Qiang Zhang, Qi Qin, Yang Yang*, Qiang Jiao*, Jungong Han. Feature calibrating and fusing network for RGB-D salient object detection. IEEE Transactions on Circuits and Systems for Video Technology. 2023, DOI: 10.1109/TCSVT.2023.3296581. Accepted.

²  张天路，张强*. 基于深度学习的RGB-T目标跟踪技术综述.模式识别与人工智能, 2023, 36(4): 327-353.

²  赵什陆，张强*. 深度学习多模态图象语义分割前沿进展. 中国图形图象学报，2023.

²  Jianan Liu, Jian Liu, Qiang Zhang*, M2FINet:Modality-specific and Modality-shared Features Interaction Network for RGB-IR Person Re-Identification, Computer Vision and Image Understanding, 2023, 232:103708.

²  Zixuan Ding, Ao Wang, Hui Chen, Qiang Zhang, Pengzhang Liu, Yongjun Bao, Weipeng Yan, Jungong Han. Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023.

²  Tianlu Zhang, Hongyuan Guo, Qiao Jiao, Qiang Zhang*, Jungong Han. Effiecient RGB-T Tracking via Cross-Modality Distillation, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023. (Highlight work, 2.5%)

²  De Cheng, Gerong Wang, Bo Wang, Qiang Zhang*, Junong Han, Dingwen Zhang, Hybrid routing transformer for zero-shot learning, Pattern Recognition, 2023, 137: 109270.

²  Nianchang Huang, Jianan Liu, Yunqi Miao, Qiang Zhang* and Jungong Han, Deep learning for visible-infrared cross-modality person re-identification: A comprehensive review, Information Fusion, 2023,91:396-411.

²  Nianchang Huang, Jianan Liu, Yongjiang Luo, Qiang Zhang* and Jungong Han, Exploring modality-shared appearance features and modality-invariant relation features for cross-modality person re-identification, Pattern Recognition, 2023, 135:109145.

【2022年】

²  Shenlu Zhao, Yichen Liu, Qiang Jiao, Qiang Zhang*, Jungong Han, Mitigating Modality Discrepancies for RGB-T Semantic Segmentation, IEEE Transactions on Neural Networks and Learning Systems, 2022. Accepted.

²  Shenlu Zhao, Qiang Zhang*, A feature divide-and-conquer network for RGB-T semantic segmentation, IEEE Transactions on Circuits and Systems for Video Technology, 2022. DOI: 10.1109/TCSVT.2022.3229359.

²  De Cheng, Gerong Wang, Bo Wang, Qiang Zhang*, Junong Han, Dingwen Zhang, Hybrid routing transformer for zero-shot learning, Pattern Recognition, 2022. DOI: http://doi.org/10.1016/j.patcog.2022.109270.

²  Nianchang Huang, Jianan Liu, Yunqi Miao, Qiang Zhang* and Jungong Han, Deep learning for visible-infrared cross-modality person re-identification: A comprehensive review, Information Fusion, 2023,91:396-411. DOI:10.1016/j.inffus.2022.10.024.

²  Nianchang Huang, Jianan Liu, Yongjiang Luo, Qiang Zhang* and Jungong Han, Exploring modality-shared appearance features and modality-invariant relation features for cross-modality person re-identification, Pattern Recognition, 2023, 135:109145. DOI:10.1016/j.patcog.2022.109 145.

²  Nianchang Huang, Qiang Jiao, Qiang Zhang* ,Jungong Han. Middle-level Feature Fusion for Lightweight RGB-D Salient Object Detection, IEEE Transactions on Image Processing, 2022. DOI: 10.1109/TIP.2022.3214092.

²  Qiang Zhang, Ruida Xi, Tonglin Xiao, Nianchang Huang, Yongjiang Luo. Enabling modality interactions for RGB-T salient object detection. Computer Vision and Image Understanding, 2022, 222:102514.

²  Qiang Zhang, Xueru Liu, Tianlu Zhang. RGB-T tracking by modality difference reduction and feature re-selection. Image and Vision Computing, 2022, 127: 104547.

²  Nianchang Huang, Yongjiang Luo, Qiang Zhang*, Jungong Han. Discriminative Unimodal Feature Selection and Fusion for RGB-D Salient Object Detection, Pattern Recognition, 2022, 122: 108359.

²  Nianchang Huang, Kunlong Liu, Yang Liu, Qiang Zhang*, Jungong Han*, Cross-modality person re-identification via multi-task learning, Pattern Recognition, 2022,128:108653-108653.

²  Tianlu Zhang, Xueru Liu, Qiang Zhang*, Jungong Han*. SiamCDA: Complementarity- and distractor-aware RGB-T tracking based on Siamese network. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(3): 1403 - 1417.

²  Jianan Liu, Jialiang Wang, Nianchang Huang*, Qiang Zhang*, Jungong Han, Revisiting modality-specific feature compensation for visible-infrared person re-identification, IEEE Transactions on Circuits and Systems for Video Technology, 2022. Accepted. DOI：10.1109/TCSVT.2022.3168999.（中科院1区, Top）

²  Yang Yang, Qi Qin, Yongjiang Luo, Yi Liu*, Qiang Zhang*, Jungong Han. Bi-directional progressive guidance network for RGB-D salient object detection. IEEE Transactions on Circuits and Systems for Video Technology, 2022. Accepted. Doi: 10.1109/TCSVT.2022.3144852. （中科院1区, Top）

²  Qiang Zhang, Changzhou Lai, Jianan Liu, Nianchang Huang*, Jungong Han, FMCNet: feature-level modality compensation for visible-infrared person re-identification, Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR), 2022. Accepted. (CCF-A类，计算机视觉3大顶会之一)

²  Qiang Zhang, Mingxing Duanmu, Yongjiang Luo,  Yi Liu*, Jungong Han*. Engaging Part-whole Hierarchies and Contrast Cues for Salient Object Detection. IEEE Transactions on Circuits and Systems for Video Technology, 2022，32（6）：3644 - 3658. (中科院1区，Top)

²  Yi Liu, Dingwen Zhang, Qiang Zhang*, Jungong Han*. Part-object relational visual saliency. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44 (7): 3688-3704.（中科院1区，Top）

²  Nianchang Huang, Yang Yang, Dingwen Zhang, Qiang Zhang*, Jungong Han*. Employing bilinear fusion and saliency prior information for RGB-D salient object detection. IEEE Transactions on Multimedia, 2022, 24: 1651-1664.（中科院1区，Top）

【2021年】

²  Qiang Zhang, Tonglin Xiao, Nianchang Huang, Dingwen Zhang, Jungong Han. Revisiting feature fusion for RGB-T salient object detection. IEEE Transactions on Circuits and Systems for Video Technology. 2021, 31(5):1804 - 1818. （中科院2区，检索号：WOS:000647394100011）

²  Qiang Zhang, Fan Wang, Yongjiang Luo, Jungong Han. Exploring a unified low rank representation for multi-focus image fusion. Pattern Recognition, 2021, 113: 107752. （中科院1区，Top, 检索号：WOS:000626268400005）

²  Qiang Zhang, Shenlu Zhao, Yongjiang Luo, Dingwen Zhang, Nianchang Huang*, Jungong Han*. ABMDRNet: Adaptive-weighted bi-directional modality difference reduction network for RGB-T semantic segmentation. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 2021: 2633-2642.

²  Nianchang Huang, Yi Liu, Qiang Zhang*, Jungong Han*. Joint cross-modal and unimodal features for RGB-D salient object detection. IEEE Transactions on Multimedia, 2021,23: 2428-2441.

²  Dingwen Zhang, Guohai Huang, Qiang Zhang*, Jungong Han*, Junwei Han, Yizhou Yu. Cross-modality deep feature learning for brain tumor segmentation. Pattern Recognition, 2021, 110: 107562. （中科院1区，Top, 检索号：WOS:000585302200004）

²  Dingwen Zhang, Jiajia Zhang, Qiang Zhang*, Jungong Han*, Shu Zhang, Junwei Han. Automatic pancreas segmentation based on lightweight DCNN modules and spatial prior propagation. Pattern Recognition, 2021,114: 107762. （中科院1区，Top, 检索号：WOS:000632383600003）

²  Dingwen Zhang, Bo Wang, Gerong Wang, Qiang Zhang*, Jiajia Zhang, Jungong Han*, Zhen You. Onfocus detection: Identifying individual-camera eye contact from unconstrained images. SCIENCE CHINA Information Sciences, 2021. Accepted. DOI：10.1007/s11432-020-3181-9. （中科院2区）

²  Yongjiang Luo, Jiali Yang, Qiang Zhang and Canglong Wang. A Fractional-Order Adaptive Filtering Algorithm in Impulsive Noise Environments. in IEEE Transactions on Circuits and Systems II: Express Briefs, DOI: 10.1109/TCSII.2021.3073961. （中科院2区）

²  Yi Liu, Dingwen Zhang, Qiang Zhang*, Jungong Han*. Integrating part-object relationship and contrast for camouflaged object detection. IEEE Transactions on Information Forensics and Security, 2021, 16: 5154-5166.

【2020年】

²  Qiang Zhang, Nianchang Huang, Lin Yao, Dingwen Zhang, Caifeng Shan, Jungong Han. RGB-T salient object detection via fusion multi-level CNN features. IEEE Transactions on Image Processing, 2020, 29:3321-3335.（中科院1区，Top，检索号：WOS:000510750900034）

²  Qiang Zhang, Guanghe Li, Yunfeng Cao, Jungong Han. Multi-focus image fusion based on non-negative sparse representation and patch-level consistency rectification. Pattern Recognition, 2020, 104:107325. （中科院1区，Top，检索号：WOS:000532701300006）

²  Qiang Zhang, Jinghan Wang, Zaihao Liu, Dingwen Zhang. A structure-aware splitting framework for separating cell clumps in biomedical images. Signal Processing, 2020, 168: 107331.（中科院2区， 检索号：WOS:000503095100011）

²  Yi Liu, Jungong Han, Qiang Zhang*, Caifeng Shan. Deep salient object detection with contextual information guidance. IEEE Transactions on Image Processing, 2020, 29:360-374. （中科院1区，Top, 检索号：WOS:000497434700008）

²  Dingwen Zhang, Guohai Huang, Qiang Zhang*, Jungong Han*, Junwei Han, Yizhou Wang, Yizhou Yu. Exploring task structure for brain tumor segmentation from multi-modality MR images. IEEE Transactions on Image Processing, 2020, 29: 9032-9043. （中科院1区，Top, 检索号：WOS:000464149700009）

【2019年】

²  Qiang Zhang, Zhen Huo, Yi Liu, Yunhui Pan, Caifeng Shan, Jungong Han. Salient object detection employing a local tree-structured low-rank representation and foreground consistency. Pattern Recognition, 2019, 92:119-134. （中科院1区，Top，检索号：WOS:000468013000010）

²  Qiang Zhang, Lin Yao, Yajun Li. et al. Video Synchronization Based on Projective-Invariant Descriptor. Neural Processing Letters, 2019, 49:1093–1110 (2019). （中科院4区，检索号：WOS:000483206800015）

²  Yi Liu, Qiang Zhang*, Dingwen Zhang, Jungong Han. Employing deep part-object relationships for salient object detection. IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 2019, pp. 1232-1241. （CCF A类）

²  Yi Liu, Jungong Han, Qiang, Zhang*, Long Wang. Salient object detection via two-stage graphs. IEEE Transactions on Circuits and Systems for Video Technology, 2019, 29(4): 1023-1037. （中科院2区，检索号：WOS:000464149700009） 

【2018年】

²  Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, Dacheng Tao, Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review. Information Fusion, 2018, 40: 57-75. （中科院1区，Top，检索号：WOS:000413059200006）(ESI)

²  Qiang Zhang, Tao Shi, Fan Wang, Rick S. Blum, Jungong Han. Robust sparse representation based multi-focus image fusion with dictionary construction and local spatial consistency. Pattern Recognition, 2018, 83: 299-313. （中科院1区，Top，检索号：WOS:000442172200023）

²  Yi Liu, Qiang Zhang*, Jungong Han, Long Wang. Salient object detection employing robust sparse representation and local consistency. Image and Vision Computing, 2018, 69: 155-167. （中科院3区，检索号：WOS:000425075100013）

【2018年之前】

²  Qiang Zhang, Martin D. Levine. Robust multi-focus image fusion using multi-task sparse representation and spatial context. IEEE Transactions on Image Processing, 2016, 25(5): 2045-2058. （中科院1区，Top，检索号：WOS:000373131000007）

²  Qiang Zhang, Yi Liu, Siyang Zhu, Jungong Han. Salient object detection based on super-pixel clustering and unified low-rank representation. Computer Vision and Image Understanding, 2017, 161: 51-64. （中科院3区，检索号：WOS:000410718600006）

²  Qiang Zhang, Martin D. Levine. Robust multi-focus image fusion using multi-task sparse representation and spatial context. IEEE Transactions on Image Processing, 2016, 25(5): 2045-2058. （中科院1区，Top，检索号：WOS:000373131000007）