
张淳杰
博士 、教授
博士 、教授
办公电话: | 电子邮件: cjzhang@bjtu.edu.cn |
通讯地址:北京交通大学信息科学研究所 | 邮编:100044 |
2011年博士毕业于中国科学院自动化所模式识别国家重点实验室, 研究方向包括图像处理与理解、计算机视觉、多媒体数据处理与分析等方面;在The Innovation、IEEE TPAMI/TIP、CVPR/ICCV等刊物上发表论文百余篇;主持包括北京市杰出青年基金项目、国自然科面上项目等;获2023年北京市科学技术奖自然科学奖二等奖、2022年福建省科学技术奖科学技术进步奖二等奖、2018年度中国图象图形学学会科学技术奖二等奖,2020年度北京交通大学詹天佑专项奖(科技奖);中国计算机学会杰出会员、中国电子学会/中国图象图形学学会/中国人工智能学会高级会员、IEEE Senior Member。
申请考核博士、硕博连读博士、直博生招生计划:2-3名
2019~至今 北京交通大学 计算机与信息技术学院 教授
2017~2019 中国科学院自动化研究所 助理研究员、副研究员
2012~2017 中国科学院大学 计算机与控制学院 博士后、讲师
2011~2012 国家电网河南省电力公司电力科学研究院 工程师
主持/参与国自然基金、北自然基金等。
深度学习
Dong Yu, Yepeng Tang, Chunjie Zhang, et al.,IA2GNN: Imbalance-Aware Adaptive Graph Construction for Multi-Modal Image Fusion, IEEE T-MM, accepted.
Shaohua Duan, Chunjie Zhang, Xiaolong Zheng, et.al., 24-h Lane Line Detection via Parallel Scene Information Collaboration, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, accepted.
Ping Cao, Yepeng Tang, Chunjie Zhang, Xiaolong Zheng, Chao Liang, Yunchao Wei, Yao Zhao. Visual Relation Diffusion for Human-Object Interaction Detection. ICCV, 2025.
Chunjie Zhang, Chuankai Liu, Shaohua Duan, Xiaolong Zheng et al. Embodied cognitive intelligence guided Moon sample collection, . The Innovation 6(7), 100939.
Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao: PSVMA+: Exploring Multi-Granularity Semantic-Visual Adaption for Generalized Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(1): 51-66 (2025)
Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Tat-Seng Chua, Yao Zhao: Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning. AAAI 2025: 5504-5512
Guoguang Zhang, Yepeng Tang, Chunjie Zhang, Xiaolong Zheng, Yao Zhao: Entity Dependency Learning Network With Relation Prediction for Video Visual Relation Detection. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12425-12436 (2024)
Man Liu, Chunjie Zhang, Huihui Bai, Yao Zhao: Part-Object Progressive Refinement Network for Zero-Shot Learning. IEEE Trans. Image Process. 33: 2032-2043 (2024)
Yepeng Tang, Weining Wang, Chunjie Zhang, Jing Liu, Yao Zhao: Learnable Feature Augmentation Framework for Temporal Action Localization. IEEE Trans. Image Process. 33: 4002-4015 (2024)
Yepeng Tang, Weining Wang, Chunjie Zhang, Jing Liu, Yao Zhao:Temporal Action Proposal Generation With Action Frequency Adaptive Network. IEEE Trans. Multim. 26: 2340-2353 (2024)
Yepeng Tang, Weining Wang, Yanwu Yang, Chunjie Zhang, et. al., Anchor-free temporal action localization via Progressive Boundary-aware Boosting, Inf. Process. Manag., 60(1): 103141 (2023).
Hongguang Zhu, Chunjie Zhang, Yunchao Wei, Shujuan Huang, and Yao Zhao, ESA: External space attention aggregation for image-text retrieval, IEEE Transactions on Circuits and Systems for Video Technology, 33(10):6131-6143, 2023.
Man Liu, Feng Li, Chunjie Zhang, Yunchao Wei, Huihui Bai, and Yao Zhao, Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning, CVPR, pp.15337-15346, 2023. (highlight paper)
Changkai Xu, Chunjie Zhang, et. al., Accelerate adversarial training with loss guided propagation for robust image classification, Inf. Process. Manag., 60(1): 103143 (2023).
Weijia Li, Saihui Hou, Chunjie Zhang, et. al., An In-Depth Exploration of Person Re-Identification and Gait Recognition in Cloth-Changing Conditions, CVPR, pp.13824-13833, 2023.
Shangrong Yang, Chunyu Lin, Kang Liao, Chunjie Zhang, Yao Zhao, Progressively complementary network for fisheye image rectification using appearance flow, CVPR, pp.6348-6357, 2021.
Lingzhi He, Hongguang Zhu, Feng Li, Huihui Bai, Runmin Cong, Chunjie Zhang, Chunyu Lin, Meiqin Liu, Yao Zhao, Towards fast and accurate real-world depth super-resolution: Benchmark dataset and baseline, CVPR, pp.9229-9238, 2021.
Chunjie Zhang, et al, Fine-grained image classification by class and image-specific decomposition with multiple views, IEEE Transactions on Multimedia, vol.25, pp.6756-6766, 2023.
Chunjie Zhang, et. al., Exemplar-based, semantic guided zero-shot visual recognition, IEEE Transactions on Image Processing, vol.31, pp.3056-3065, 2022.
Man Liu, Chunjie Zhang, Huihui Bai, Riquan Zhang, Yao Zhao: Cross-Part Learning for Fine-Grained Image Classification. IEEE Transactions on Image Processing, 31: 748-758 (2022)
Chunjie Zhang, et. al., Multi-view image classification with visual, semantic and view consistency, IEEE Transactions on Image Processing, 29(1):617-627, 2020.
Chunjie Zhang, et. al., Beyond explicit codebook generation: Visual representation using implicitly transferred codebooks, IEEE Transactions on Image Processing, 24(12):5777-5788, Dec. 2015.
Chunjie Zhang, et. al., Structured weak semantic space construction for visual categorization, IEEE Transactions on Neural Network and Learning Systems, 29(8):3442-3451, 2018.
Chunjie Zhang, et. al., Image-specific classification with local and global discriminations, IEEE Transactions on Neural Network and Learning Systems, 29(9):4479-4486, 2018.
Chunjie Zhang, et. al., Object categorization using class-specific representation, IEEE Transactions on Neural Network and Learning Systems, 29(9):4528-4534, 2018.
Chunjie Zhang, et. al., Semantically modeling of object And context for categorization, IEEE Transactions on Neural Network and Learning Systems, 30(4):1013-1024, 2019.
Chunjie Zhang, et. al., Incremental codebook adaptation for visual representation and categorization, IEEE Transactions on Cybernetics, 48(7):2012-2023, 2018.
Chunjie Zhang, et. al., Multi-view, few-labeled object categorization by predicting labels with view consistency, IEEE Transactions on Cybernetics, 49(11):3834-3843, 2019.
Chunjie Zhang, et. al., Multiview semantic representation for visual recognition, IEEE Transactions on Cybernetics, 50(5): 2038-2049, 2020.
Chunjie Zhang, et. al., Multi-view label sharing for visual representations And Classifications, IEEE Transactions on Multimedia, 20(4):903-913, 2018.
Chunjie Zhang, et. al., Unsupervised and semi-supervised image classification with weak semantic consistency, IEEE Transactions on Multimedia, 21(10):2482-2491, 2019.
Chunjie Zhang, et. al., Contextual exemplar classifier-based image representation for classification, IEEE Transactions on Circuits and Systems for Video Technology, 27(8):1691-1699, 2017.
Chunjie Zhang, et. al., Image class prediction by joint object, context and background modeling, IEEE Transactions on Circuits and Systems for Video Technology, 28(2):428-438, 2018.
Chunjie Zhang, et. al., Bundled local features for image representation, IEEE Transactions on Circuits and Systems for Video Technology, 28(8):1719-1726, 2018.
Chunjie Zhang, et. al., Few-shot visual classification using image pairs with binary transformation, IEEE Transactions on Circuits and Systems for Video Technology, 30(9): 2867-2871, 2020.
Congqi Cao, Yifan Zhang, Chunjie Zhang, and Hanqing Lu, Body Joint guided 3D Deep Convolutional Descriptors for Action Recognition, IEEE Transactions on Cybernetics, 48(3):1095-1108, 2018.
Chenggang Yan, Liang, Li, Chunjie Zhang, Bingtao Liu, Yongdong Zhang, Qionghai Dai, Cross-modality bridging and knowledge transferring for image understanding, IEEE Transactions on Multimedia, 21(10):2675-2685, 2019.
2023年北京市科学技术奖自然科学奖二等奖
2022年福建省科学技术奖科学技术进步奖二等奖
2018年度中国图象图形学学会科学技术奖二等奖
2020年度北京交通大学詹天佑专项奖(科技奖)
IEEE Senior Member
中国计算机学会 杰出会员
中国电子学会 高级会员
中国图象图形学学会 高级会员
中国人工智能学会 高级会员
中国科学院青年创新促进会 会员