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朱小柯

日期:2019年02月27日   


 

 

教师信息


姓 名

朱小柯

性 别

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职 称

副教授

办公电话

暂未填写

电子信箱

whuzxk@whu.edu.cn

系室分类

数据科学系

个人主页

http://ml.henu.edu.cn


研究方向



人工智能、机器学习、软件工程


教育及工作经历  



2004/7至今, 河南大学,威尼斯vns娱乐任教
2017/6,    武汉大学,威尼斯vns娱乐,博士研究生毕业


社会及学术兼职  



暂未填写


奖励及荣誉



  2012年河南大学教学质量竞赛一等奖
  武汉大学2017届优秀毕业研究生
  武汉大学2017年学术创新二等奖
  武汉大学2018年学术创新二等奖


主讲课程



机器学习、面向对象技术及应用、JavaWeb程序设计、编译原理


论文著作



  •  Xiaoke Zhu, Pengfei Ye, Xiao-Yuan Jing, Xinyu Zhang, Xiang Cui, Xiaopan Chen, Fan Zhang. Heterogeneous Distance Learning Based on Kernel Analysis-Synthesis Dictionary for Semi-Supervised Image to Video Person Re-Identification [J]. IEEE Access, 2020, 8: 169663-169675. (SCI二区)

  • Xiaopan Chen, Xiaoke Zhu(通讯作者), Shanshan Zheng, Taihao Zheng, Fang Zhang. Semi-Coupled Synthesis and Analysis Dictionary Pair Learning for Kinship Verification[J].IEEE Transactions on Circuits and Systems for Video Technology, doi: http://dx.doi.org/10.1109/TCSVT.2020.3017683.(SCI, Early access)

  • Xiao-Yuan Jing ; Xinyu Zhang ; Xiaoke Zhu(共同通讯) ; Fei Wu ; Xinge You ; Yang Gao ; Shiguang Shan, Jing-Yu Yang:Multiset Feature Learning for Highly Imbalanced Data Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence. doi: 10.1109/TPAMI.2019.2929166 (顶级期刊,SCI一区,CCF A)

  • Xiaodong Jia ; Xiao-Yuan Jing ; Xiaoke Zhu(共同通讯); Songcan Chen ; Bo Du ; Ziyun Cai ; Zhenyu He; Dong Yue. Semi-supervised Multi-view Deep Discriminant Representation Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, doi: 10.1109/TPAMI.2020.2973634 (顶级期刊,SCI一区,CCF A)

  • Fei Ma, Xiao-Yuan Jing, Xiaoke Zhu(共同一作), Zhenmin Tang, Zhiping Peng, True-Color and Grayscale Video Person Re-Identification, in IEEE Transactions on Information Forensics and Security, vol. 15, pp. 115-129, 2020. doi: 10.1109/TIFS.2019.2917160(Top期刊,CCF A)

  • Xiaoke Zhu; Xiao-Yuan Jing; Xinge You ; Xinyu Zhang ; Taiping Zhang: Video-based Person Re-identification by Simultaneously Learning Intra-video and Inter-video Distance Metrics, IEEE Transactions on Image Processing, 2018. (Top期刊, CCF A)

  • Xiaoke Zhu; Xiao-Yuan Jing; Di Wu; Zhenyu He; Jicheng Cao; Dong Yue; Lina Wang: Similarity-maintaining Privacy Preservation and Location-aware Low-rank Matrix Factorization for QoS Prediction based Web Service Recommendation, IEEE Transactions on Services Computing, 2018. (Top期刊,CCF B)

  • Xiaoke Zhu; Xiao-Yuan Jing; Xinge You; Wangmeng Zuo; Shiguang Shan; Wei-Shi Zheng:Image to Video Person Re-identification by Learning Heterogeneous Dictionary Pair with Feature Projection Matrix, IEEE Transactions on Information Forensics and Security, 2017. (Top期刊,CCF A)

  • Xiaoke Zhu; Xiao-Yuan Jing; Liang Yang; Xinge You; Dan Chen; Guangwei Gao; Yunhong Wang: Semi-supervised Cross-view Projection-based Dictionary Learning for Video-based Person Re-identification, IEEE Transactions on Circuits and Systems for Video Technology, 2017 (SCI二区,CCF B)

  • Xiaoke Zhu, Xiao-Yuan Jing, Fan Zhang, Xinyu Zhang, Xinge You, Xiang Cui: Distance learning by mining hard and easy negative samples for person re-identification. Pattern Recognition 95: 211-222 (2019) (SCI二区,CCF B类期刊

  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Ma, Li Cheng, Yilin Ren: Simultaneous visual-appearance-level and spatial-temporal-level dictionary learning for video-based person re-identification, Neural Computing and Applications, https://doi.org/10.1007/s00521-018-3529-7. (SCI二区

  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang: Super-Resolution Person Re-Identification with Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Transactions on Image Processing 26(3): 1363-1378, 2017. (Top期刊, CCF A)

  • Zhiqiang Li; Xiao-Yuan Jing;Xiaoke Zhu; Hongyu Zhang; Baowen Xu; Shi Ying: On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction, IEEE Transactions on Software Engineering, 2017.(CCF A类期刊)

  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu: Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification. AAAI 2017: 2970-2976. (CCF A类会议)

  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng: Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. AAAI 2017: 4341-4348 2016. (CCF A类会议)

  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Hui Feng: Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. IJCAI 2016: 3552-3559. (CCF A类会议)

  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR 2015: 695-704. (CCF A类会议)

  • Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Wei-Shi Zheng, Ruimin Hu, Chunxia Xiao, Chao Liang: Distance learning by treating negative samples differently and exploiting impostors with symmetric triplet constraint for person re-identification. ICME 2016: 1-6. (CCF B类会议)

  • Fei Ma, Xiaoke Zhu, Qinglong Liu, Chengfang Song, Xiao-Yuan Jing, Dengpan Ye: Multi-view coupled dictionary learning for person re-identification. Neurocomputing 348: 16-26 (2019) (SCI二区

  • Fei Ma, Xiaoke Zhu, Cailing Wang, Huajun Liu, Xiao-Yuan Jing: Multi-orientation and multi-scale features discriminant learning for palmprint recognition. Neurocomputing 348: 169-178 (2019) (SCI二区

  • Fumin Qi, Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Li Cheng: Privacy preserving via interval covering based subclass division and manifold learning based bi-directional obfuscation for effort estimation. ASE 2016: 75-86. (CCF A类会议)

  • Fei Wu, Xiao-Yuan Jing, Wangmeng Zuo, Xiaoke Zhu: Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set based Classification. IJCAI 2017. (CCF A类会议)

  • Xiao-Yuan Jing, Fei Wu, Xiaoke Zhu, Xiwei Dong, Fei Ma, Zhiqiang Li: Multi-spectral low-rank structured dictionary learning for face recognition. Pattern Recognition 59: 14-25 (2016). (CCF B类期刊)

  • Fumin Qi, Xiao-Yuan Jing,Xiaoke Zhu, Xiaoyuan Xie, Baowen Xu, Shi Ying: Software effort estimation based on open source projects: Case study of Github. Information & Software Technology 92: 145-157 (2017)(CCF B类期刊)

  • Zhiqiang Li, Xiao-Yuan Jing, Fei Wu,Xiaoke Zhu,Baowen Xu, Shi Ying: Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction, Automated Software Engineering, 2017.(CCF B类期刊)

  • Sen Li, Xiao-Yuan Jing,Xiaoke Zhu, Xinyu Zhang, Fei Ma:Deep Metric Learning with Symmetric Triplet Constraint for Person Re-identification. ICONIP (3) 2017: 632-641(CCF C类会议)

  • Zhiqiang Li, Xiao-Yuan Jing,Xiaoke Zhu, Hongyu Zhang:Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning. ICSME 2017: 91-102(CCF B类会议)

 


科研项目



1. 视频行人重识别方法研究
2. 并行子空间学习方法及其大规模图像识别应用研究, 国家自然科学基金
3. 基于云计算的智慧城市大数据处理及服务关键技术研发, 湖北省重大科技创新项目

4. 基于GPU异构集群的FFT算法数学库研究, 国家自然科学基金

5. 基于新型语言机制的异构系统通信自动优化及其应用研究, 国家自然科学基金


专    利



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其    他



课题组主要招收有志于从事人工智能方面科学研究的学生(学术型或专业型均可)。研究生入学后主要从事机器学习、计算机视觉和软件工程方面的研究。课题组会手把手教你如何做科学研究!硕士期间表现优秀的,课题组负责推荐到国内外知名高校攻读博士。   同时招收有志于人工智能方面科学研究的优秀本科生,主要面向一年级和二年级学生。

无论硕士生还是本科生,要求学生有恒心、有毅力! 如有意向,请通过邮箱whuzxk@whu.edu.cn或xkzhu@vip.163.com联系我。

 









 

 

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