彭进业

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职称:教授/院长/博士生导师/硕士生导师

个人简介:

现任西北大学信息科学与技术学院院长、软件学院院长,文化遗产数字化保护与传播教育部创新团队负责人,文化遗产数字化国家地方联合工程研究中心副主任,信号处理系列课程陕西省教学团队负责人,兼任陕西省图象图形学学会副理事长、中国图象图形学学会理事、陕西省大数据与云计算产业技术创新战略联盟常务理事、陕西省生物医学工程学会常务理事、陕西省计算机学会理事,《数据采集与处理》、《计算机测量与控制》编委,入选教育部新世纪优秀人才支持计划,曾在日本国立Toyohashi科技大学信息与计算机科学系访问研究。长期从事图像处理与模式识别、多媒体信息检索、量子信息处理等方面的研究与教学工作。先后主持国家自然科学基金、“863”计划、博士点基金、航空科学基金、国防项目等20多项科研项目。在IEEE Transaction on Multimedia IEEE Transaction on IPIEEE Transaction on CSVTIEEE Transaction on KDEIEEE Transactions on ITBPattern RecognitionOptics Express、《中国科学》、《电子学报》、《物理学报》等国内外刊物及CVPRWWWICPR等重要国际学术会议上发表学术论文160篇,合作出版著作2部,获授权发明专利5项、获陕西省科学技术二等奖(第一完成人)等科技奖励。

科研成果:

近年发表的部分SCI期刊论文:

1. Jianping Fan, Ning Zhou, Jinye Peng, Ling Gao, Hierarchical Learning of Tree Classifiers for Large-Scale Plant Species Identification, IEEE Transactions on Image Processing, 24(11):4172 - 4184 (2015)

2. Jianping Fan, Ji Zhang, Kuizhi Mei, Jinye Peng, Ling Gao: Cost-sensitive learning of hierarchical tree classifiers for large-scale image classification and novel category detection. Pattern Recognition 48(5): 1673-1687 (2015)

3. Kuizhi Mei, Jinye Peng, Ling Gao, Naiquan (Nigel) Zheng, Jianping Fan: Hierarchical Classification of Large-Scale Patient Records for Automatic Treatment Stratification. IEEE J. Biomedical and Health Informatics 19(4): 1234-1245 (2015)

4. Zhaoqiang Xia, Xiaoyi Feng, Jinye Peng, Jun Wu, Jianping Fan: A regularized optimization framework for tag completion and image retrieval. Neurocomputing 147: 500-508 (2015)

5. Zhaoqiang Xia, Yi Shen, Xiaoyi Feng, Jinye Peng, Jianping Fan: Automatic tag-to-region assignment via multiple instance learning. Multimedia Tools Appl. 74(3): 979-1002 (2015)

6. Na Ai, Jinye Peng, Xuan Zhu, Xiaoyi Feng: SISR via trained double sparsity dictionaries. Multimedia Tools Appl. 74(6): 1997-2007 (2015)

7. Zhaoqiang Xia, Xiaoyi Feng, Jinye Peng, Jianping Fan: Content-Irrelevant Tag Cleansing via Bi-Layer Clustering and Peer Cooperation. Signal Processing Systems 81(1): 29-44 (2015)

8. Chunlei Yang, Jinye Peng, Xiaoyi Feng, Jianping Fan: Integrating bilingual search results for automatic junk image filtering. Multimedia Tools Appl. 70(2): 661-688 (2014)

9. Xueping Su, Jinye Peng, Xiaoyi Feng, Jun Wu, Jianping Fan, Li CuiCross-modality based celebrity face naming for news image collections. Multimedia Tools Appl. 73(3): 1643-1661 (2014)

10. Zhaoqiang Xia, Jinye Peng, Xiaoyi Feng, Jianping Fan: Automatic Abstract Tag Detection for Social Image Tag Refinement and Enrichment. Signal Processing Systems 74(1): 5-18 (2014)

11. Zhan Li, JinYe Peng, GuoHua Geng, XiaoJiang Chen, Pan-Pan Zheng, Video recommendation based on multi-modal information and multiple kernel, Multimed Tools Appl, Multimedia Tools and Applications,  74( 13) : 4599-4616  (2015)

12. ZhengWen Cao , XiaoYi Feng, JinYe Peng, GuiHua Zeng, XiaoFei Qi, Quantum Secure Direct Communication Scheme in the Non-symmetric Channel with High Efficiency and Security, International Journal of Theoretical Physics, 54(6):1871-1877 (2015)

13. Duan Huang, Dakai Lin, Chao Wang, Weiqi Liu, Shuanghong Fang, Jinye Peng, Peng Huang, Guihua Zeng, Continuous-variable quantum key distribution with 1 Mbps secure key rate, Optics Express,  23(13): 17511-17519 (2015)

14. WeiQi Liu, JinYe Peng, Chao Wang, ZhengWen Cao, Duan Huang, DaKai Lin, Peng Huang, GuiHua Zeng , Hybrid quantum private communication with continuous-variable and discrete-variable signals, Science China Physics, Mechanics & Astronomy, 58( 2): 1-7(2015)

15. Dakai Lin, Duan Huang, Jinye Peng, Guihua Zeng , High performance reconciliation for continuous-variable quantum key distribution with LDPC code, International Journal of Quantum Information, 13( 2): 1-15 (2015)

16. Zhan Li, GuoHua Geng, Jun Feng, Jinye Peng, Chao Wen, Junli Liang, ultiple instance learning based on positive instance selection and bag structure construction, Pattern Recognition Letters, 40(15):1926(2014)

17. Jun Wang, Jinye Penga, Xiaoyi Feng, Guiqing He, Jianping Fan, Fusion method for infrared and visible images by using non-negative sparse representation, Infrared Physics & Technology, 67:477489 (2014)

18. Chunlei Yang , Jinye Peng, Xiaoyi Feng, Jianping Fan, Integrating bilingual search results for automatic junk image filtering, Multimedia Tools and Applications, 70(2):661-688 (2014)

19. Jinye Peng, Yi Shen, Jianping Fan: Cross-modal social image clustering and tag cleansing. J. Visual Communication and Image Representation 24(7): 895-910 (2013)

20. Yi Shen, Jinye Peng, Xiaoyi Feng, Jianping Fan: Multi-label multi-instance learning with missing object tags. Multimedia Syst. 19(1): 17-36 (2013)

21. Chunlei Yang, Jialie Shen, Jinye Peng, Jianping Fan: Image collection summarization via dictionary learning for sparse representation. Pattern Recognition 46(3): 948-961 (2013)

22. Jinye Peng, Naiquan (Nigel) Zheng, Jianping Fan: Leveraging Social Supports for Improving Personal Expertise on ACL Reconstruction and Rehabilitation. IEEE J. Biomedical and Health Informatics 17(2): 370-380 (2013)

23. Xie Duan, Peng Jinye, Accuracy for superposition of squeezed states in lossless and dissipative channel, Science China Physics, Mechanics & Astronomy, 56( 3):593599 ( 2013)

24. Jianping Fan, Xiaofei He, Ning Zhou, Jinye Peng, Ramesh Jain: Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection.IEEE Transactions on Multimedia 14(5): 1414-1428 (2012)

25. Xie Duan, Peng Jinye, Effects of Quantum Noise on Quantum Clock Synchronization, Commun. Theor. Phys. 58 (2) :213219 (2012)

26. Wang YunJiang, Bai BaoMing, Li Zhuo,Peng JinYe, Xiao HeLing, Encoding entanglement-assisted quantum stabilizer codes, Chin. Phys. B, 21(2):1-6(2012)

27. Xie, Duan, Peng Jinye, Zhao, Jian, Time Accuracy for Superposition of Coherent States in Quantum Clock Synchronization, International Journal of Theoretical Physics, 51(11):3627-3636 (2012)

28. Daxiang Li, Jinye Peng, Zhan Li, Qirong Bu. LSA based multi- instance learning algorithm for image retrieval. Signal Processing. 91(8): 1993-2000 (2011)

29. Jinye Peng, Noboru Babaguchi, Hangzai Luo, Yuli Gao, Jianping Fan: Constructing distributed hippocratic video databases for privacy-preserving online patient training and counseling. IEEE Transactions on Information Technology in Biomedicine 14(4): 1014-1026 (2010)

30. Yuli Gao, Jinye Peng, Hangzai Luo, Daniel A. Keim, Jianping Fan: An Interactive Approach for Filtering Out Junk Images From Keyword-Based Google Search Results. IEEE Trans. Circuits Syst. Video Techn. 19(12): 1851-1865 (2009)

近年发表的部分国际学术会议论文:

1. Xiaoyue Jiang, Xiaoyi Feng, Jun Wu, Jinye Peng: Lighting Alignment for Image Sequences. ICIG (2) 2015: 462-474

2. Peng Luo, Jinye Peng, Ziyu Guan, Jianping Fan: Multi-view Semantic Learning for Data Representation. ECML/PKDD (1) 2015: 367-382

3. Zhaoqiang Xia, Jinye Peng, Xiaoyi Feng, Jianping Fan: Multiple Instance Learning for Automatic Image Annotation. MMM (2) 2013: 194-205

4. Xiaoyi Feng, Yangming Lai, Xiaofei Mao, Jinye Peng, Xiaoyue Jiang, Abdenour Hadid: Extracting Local Binary Patterns from Image Key Points: Application to Automatic Facial Expression Recognition. SCIA 2013: 339-348

5. Chunlei Yang, Jinye Peng, Jianping Fan: Image collection summarization via dictionary learning for sparse representation. CVPR 2012: 1122-1129

6. Ning Zhou, Yi Shen, Jinye Peng, Jianping Fan: Learning inter-related visual dictionary for object recognition. CVPR 2012: 3490-3497

7. Zhaoqiang Xia, Jinye Peng, Xiaoyi Feng, Jianping Fan: Social Tag Enrichment via Automatic Abstract Tag Refinement. PCM 2012: 198-209

8. Yi Shen, Jinye Peng, Xiaoyi Feng, Jianping Fan: Multiple instance learning with missing object tags. ICIMCS 2011: 9-12

9. Xueping Su, Jinye Peng, Xiaoyi Feng, Jun Wu, Jianping Fan: Linking names and faces by person-based subset clustering. ICIMCS 2011: 120-123

10. Ning Zhou, Yi Shen, Jinye Peng, Xiaoyi Feng, Jianping Fan: Leveraging auxiliary text terms for automatic image annotation. WWW (Companion Volume) 2011: 175-176

近年科技获奖:

1. 人脸图象理解关键问题研究,陕西省科学技术二等奖,2013,排名第一。

科研项目:

近年承担的主要科研项目:

1. 基于大规模弱标注图像的分类器学习新方法研究,国家自然科学基金,2011/01-2013/12,37万元,项目负责人

2. 文化遗产数字化保护与传播,教育部创新团队项目,2014/01-2016/12300万元,项目负责人

3. 媒体大数据的深度分析与结构化描述关键技术研究,国家“863”课题,2014/01-2016/12410万元,第二。

教学情况:

1. 信号处理系列课程陕西省教学团队,负责人

2. 信号与系统陕西省精品资源共享课,负责人

其它信息:

文化遗产数字化保护与传播教育部创新团队负责人,

教育部新世纪优秀人才,

文化遗产数字化国家地方联合工程中心副主任,

空天电子信息感知与光电控制教育部重点实验室学术委员会副主任

陕西省图象图形学学会副理事长,

中国图象图形学学会理事,

陕西省大数据与云计算产业技术创新战略联盟常务理事,

陕西省生物医学工程学会常务理事,

陕西省计算机学会理事,

《数据采集与处理》、《计算机测量与控制》编委。





地址:西安市长安区郭杜教育科技产业园区学府大道1号 邮编:710127

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