研究领域
软件工程（专业学位）
电子与通信工程（专业学位）
人工智能技术（专业学位）
数字媒体信息处理与智能分析
模式识别与智能系统
机器人技术与无人驾驶
专利
卢汉清、刘静、张淳杰，基于提升稀疏约束双线性模型的图像分类方法，发明专利
科研项目
2019.01-2019.12 基于多视角语义协同的细粒度图像分类, 国家自然科学基金面上项目， 主持
2014.01-2016.12 融合稀疏表示与深度学习的图像分类技术研究, 国家自然科学基金青年基金，主持
2014.01-2018.12 面向网络事件的跨平台异质媒体语义协同与挖掘, 国家自然科学基金重点项目，参与
2017.01-2022.12，面向城市交通监控的无人机视频分析及其关键信息挖掘，国家自然科学基金重点国际(地区)合作研究项目，参与。
近期论文
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论文/期刊
全部论文列表：
https://dblp.uni-trier.de/pers/hd/z/Zhang:Chunjie
IEEE Trans.论文
Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Qingming Huang, and Qi Tian, Beyond explicit codebook generation: Visual representation using implicitly transferred codebooks, IEEE Transactions on Image Processing, 24(12):5777-5788, Dec. 2015.
Chunjie Zhang, Jian Cheng, and Qi Tian, Multi-view image classification with visual, semantic and view consistency, IEEE Transactions on Image Processing, 29(1):617-627, 2020.
Chunjie Zhang, Chao Liang, Liang Li, Jing Liu, Qingming Huang, and Qi Tian, Fine-grained image classification via low-rank sparse coding with general and class-specific codebooks, IEEE Transactions on Neural Network and Learning Systems, 28(7):1550-1559, 2017.
Chunjie Zhang, Jian Cheng, and Qi Tian, Structured weak semantic space construction for visual categorization, IEEE Transactions on Neural Network and Learning Systems, 29(8):3442-3451, 2018.
Chunjie Zhang, Jian Cheng, Changsheng Li, and Qi Tian, Image-specific classification with local and global discriminations, IEEE Transactions on Neural Network and Learning Systems, 29(9):4479-4486, 2018.
Chunjie Zhang, Jian Cheng, Liang Li, Changsheng Li, and Qi Tian, Object categorization using class-specific representation, IEEE Transactions on Neural Network and Learning Systems, 29(9):4528-4534, 2018.
Chunjie Zhang, Jian Cheng, and Qi Tian, Semantically modeling of object And context for categorization, IEEE Transactions on Neural Network and Learning Systems, 30(4):1013-1024, 2019.
Chunjie Zhang, Jian Cheng, and Qi Tian, Incremental codebook adaptation for visual representation and categorization, IEEE Transactions on Cybernetics, 48(7):2012-2023, 2018.
Chunjie Zhang, Jian Cheng, and Qi Tian, Multi-view, few-labeled object categorization by predicting labels with view consistency, IEEE Transactions on Cybernetics, 49(11):3834-3843, 2019.
Chunjie Zhang, Jian Cheng, and Qi Tian, Multi-view semantic representation for visual recognition, IEEE Transactions on Cybernetics, DOI:10.1109/TCYB.2018.2875728.
Chunjie Zhang, Jian Cheng, and Qi Tian, Multi-view label sharing For visual representations And Classifications, IEEE Transactions on Multimedia, 20(4):903-913, 2018.
Chunjie Zhang, Jian Cheng, and Qi Tian, Unsupervised and semi-supervised image classification with weak semantic consistency, IEEE Transactions on Multimedia, 21(10):2482-2491, 2019.
Chunjie Zhang, Qingming Huang, and Qi Tian, Contextual exemplar classifier-based image representation for classification, IEEE Transactions on Circuits and Systems for Video Technology, 27(8):1691-1699, 2017.
Chunjie Zhang, Guibo Zhu, Chao Liang, Yifan Zhang, Qingming Huang and Qi Tian, 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, Jitao Sang, Guibo Zhu, and Qi Tian, Bundled local features for image representation, IEEE Transactions on Circuits and Systems for Video Technology , 28(8):1719-1726, 2018.
Chunjie Zhang, Chenghua Li, and Jian Cheng, Few-shot visual classification using image pairs with binary transformation, IEEE Transactions on Circuits and Systems for Video Technology, DOI:10.1109/TCSVT.2019.2920783.
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.
Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, and Baocai Yin, Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades. IEEE Transactions on Multimedia, 17(6): 843-853, 2015.
Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, and Baocai Yin, Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification, IEEE Transactions on Cybernetics, 45(12): 2937-2947, 2015.
Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, and Baocai Yin, Robust latent poisson deconvolution from multiple features for web topic detection, IEEE Transactions on Multimedia, 18(12):2482-2493, 2016.
Yimin Wang, Ruimin Hu, Chao Liang, Chunjie Zhang, and Qingming Leng, Camera Compensation Using a Feature Projection Matrix for Person Reidentification, IEEE Transactions on Circuit System and Video Technology, 24(8):1350-1361, 2014.
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.
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