何中市

何中市

何中市,男,博士,重慶大學計算機學院教授,博士生導師。重慶大學語言認知與智能計算學科博士點創建學術帶頭人。中國計算機學會人工智慧與模式識別專業委員會委員,重慶市認知科學學會副理事長。重慶市學術技術帶頭人,重慶市高等學校優秀中青年骨幹,入選重慶市“322重點人才工程”。

何中市利用數學統計學計算機科學解決工程技術與文學藝術中的應用問題。完成國家自然科學基金“計算機輔助文學藝術創作研究—詩詞曲聯”、863計劃“基於視覺感知與認知機理的多模人物特徵身份認證新方法與技術”、重慶市科技攻關“增強病變智能檢測和輔助診斷軟體系統的研製”、重慶市社會科學重點項目“大足石刻數字圖像修復研究”等項目。2002年建立重慶大學機器學習研究室,開設機器學習課程,開展理工與文學藝術的交叉學科研究,培養畢業博士研究生28人,碩士研究生60餘人。發表學術期刊論文100餘篇,其中SCI檢索30餘篇、SSCI檢索2篇、A&HCI檢索2篇,出版(合作)專著、教材5部。

人物經歷


何中市1987年、1990年畢業於重慶大學應用數學專業,分別獲理學學士、碩士學位;1996年畢業於重慶大學計算機科學理論專業,獲工學博士學位;1999年9月至2001年8月在南非金山大學計算機學院作博士后研究。

研究方向


何中市主要研究人工智慧、機器學習、計算機視覺自然語言計算。

獲得榮譽


國家級教學成果二等獎、全國科技進步獎(科技著作)二等獎各1項;
重慶市教學成果一等獎、重慶市科學技術進步二等獎各1項;
獲得寶鋼教育基金優秀教師,華為獎教金。

學術成果


論文

1. 2019-4 Haiyan Wang, Zhongshi He, Yiman He, Dingding Chen, Yongwen Huang. Average-face-based Virtual Inpainting for Severely Damaged Statues of Dazu Rock Carvings, Journal of Cultural Heritage,36( 2019): 40-50.(SCI,A&HCI檢索)
2. 2018-4 Jing Xuan,Zhongshi He,Liangyan Li. Brain-oriented Convolutional Neural Network Computer Style Recognition of Classical Chinese Poetry. NEUROQUANTOLOGY,2018.4, 16(4):107-115(SCI檢索)
3. 2017-11 Haiyan Wang, Zhongshi He, Yongwen Huang, Dingding Chen, Zexun Zhou. Bodhisattva head images modeling style recognition of Dazu Rock Carvings based on deep convolutional network. Journal of Cultural Heritage. 27 (2017) : 60–71.(SCI,A&HCI檢索)
4. 2017-1 YuanyuanJia,Ali Gholipour, Zhongshi He, Simon K. Warfield. A New Sparse Representation Framework for Reconstruction of an Isotropic High Spatial Resolution MR Volume from Orthogonal Anisotropic Resolution Scans. IEEE Transactions on Medical Imaging,2017, 36(5):1182-1193. (SCI檢索).
5. 2016-11 Li, Yinghao; He, Zhongshi; Zhu, Hao; Zou, Dongsheng; Zhang, Weiwei. A coarse-to-fine scheme for groupwiseregistration of multisensor images, INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2016.11, 13(6):1-12. (SCI檢索).
6. 2016-11 YuanyuanJia,Zhongshi He, Ali Gholipour, Simon K. Warfield. Single Anisotropic 3D MR image Upsampling via Over-complete Dictionary Trained from In-plane High Resolution slices. IEEE Journal of Biomedical and Health Informatics. 2016.11, 20(6): 1552-1561 (SCI檢索).
7. 2016-8 Huazheng Zhu, Zhongshi He, Yuanyuan Jia. An Improved Reference Point Based Multi-objective Optimization by Decomposition. International Journal of Machine Learning and Cybernetics. , 2016.8, 7(4): 581-595. (SCI檢索)
8. 2016-3 Huazheng Zhu, Zhongshi He, and Yuanyuan Jia. A Novel Approach to Multiple Sequence Alignment Using Multi-objective Evolutionary Algorithm Based on Decomposition. IEEE Journal of Biomedical and Health Informatics, 2016.3, 20(2): 717-727. (SCI檢索).
9. 2016-1 Yinghao Li, Zhongshi He, Hao Zhu, Weiwei Zhang, Yuhao Wu. Jointly Registering and Fusing Images from Multiple Sensors. Information Fusion. 27(2016):85–94(SCI檢索).
10. 2015-8 Pu Zhang, Zhongshi He. Using data-driven feature enrichment of text representation and ensemble technique for sentence-level polarity classification. Journal of Information Science. 2015.8,41(4):531–549.(SCI , SSCI檢索)
11. 2015-3陳善雄,何中市,熊海靈,廖劍.一種基於壓縮感知的無線感測信號重構算,計算機學報,2015.3,38(3): 614-624.
12. 2014-2 Weiwei Zhang,Gary G. Yen , Zhongshi He. Constrained Optimization via Artificial Immune System. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,FEB 2014, 44(2):185-198 . (SCI檢索)
13. 2013-12 Zhang, Pu; He, Zhongshi. A weakly supervised approach to Chinese sentiment classification using partitioned self-training . JOURNAL OF INFORMATION SCIENCE. 2013.12,39(6): 815-831. (SCI , SSCI檢索)
14. 2013-10 Hao Zhu, Henry Leung, and Zhongshi He. “State estimation in unknown non-Gaussian measurement noise using variational Bayesian technique,” IEEE Transactions on Aerospace and Electronics and Systems, 2013.10, 49 (4):2601-2614. (SCI檢索)
15. 2013-2 Hao Zhu, Henry Leung, and Zhongshi He. A Variational Bayesian Approach to Robust Sensor Fusion Based on Student-t Distribution,INFORMATION SCIENCES,2013.2,Vol.221: 201-214(SCI檢索)
16. 2012-9 Xin Liu,Yufang Tian, Zhongshi He. An Improved Partial Grey Model,The Journal of Grey System, 2012.9,24(3): 209-216(SCI檢索)
17. 2012-8 Zhongshi He, Xin Liu, Yinong Chen. Secondary-diagonal Mean Transformation Partial Grey Model based matrix series. Simulation Modelling Practice and Theory. 2012.8, Volume 26, Pages 168–184 .(SCI檢索)
18. 2012-5 Hao Zhu, Zhongshi He and Henry Leung. Simultaneous Feature and Model slection for continuous Hidden Markov Models, submitted to IEEE SIGNAL PROCESSING LETTERS. 2012-1-10.IEEE Signal Processing Letters.2012.5,19(5):279-286, (SCI檢索)
19. 2011-11 Hao Zhu, Zhongshi He, Shangbo Zhou. Lag synchronization of the fractional-order system via nonlinear observer.International Journal of Modern Physics B,NOV 20 2011,29(2011) 3951-3964. (SCI檢索)
20. 2011-9 Xin Liu, Zhongshi He, Haizhu Chen. Partial Grey Model and It’s diagonal transformation, The Journal of Grey System. 2011.9,23(3):229-242.(SCI檢索)
21. 2011-1 Zou, Dongsheng; He, Zhongshi; He, Jingyuan; Xia, Yuxian. Supersecondary structure prediction using Chou’s pseudo amino acid composition, JOURNAL OF COMPUTATIONAL CHEMISTRY,2011.1,32(2):271-278.(SCI檢索)
22. 2010-1 Lei Yu, Zhongshi He, Qi Cao. Gabor texture representation method for face recognition using theGamma and generalized Gaussian models,Image and Vision Computing,2010,28(1):177-187.(SCI檢索)

專利

基於分割線的漫畫幀識別與自動排序方法。發明(設計)人:何中市;焦麗敏;李佳;伍星;田玉芳。2014.8.

專著

(指導畢業博士出版專著)/教材
1.李建平、田縫春、曾理、易東、何中市、張萬萍、何宇小波分析與信號處理--理論、應用和軟體實現, 重慶出版社,1997.12
2.劉瓊蓀、龔劬、何中市、傅鸝、任善強。數學實驗(“十五”國家級規劃教材),高等教育出版社,2004.7
3.李良炎。基於詞聯接的自然語言處理技術及其應用研究,學林出版社,2007.9
4.李良炎。信息依存句法標註模型,學林出版社,2009.2
5.代勁、宋娟、胡峰、伍建全。雲模型與文本挖掘,人民郵電出版社,2013.2
6.王海燕、黃永文。大足石刻佛教造像臉部虛擬修復,重慶大學出版社,2019.1

項目

1.國家自然科學基金項目(計算機文學創作):計算機輔助文學藝術創作研究—詩詞曲聯(60173060).
2.國家863計劃項目(計算機視覺分析):基於視覺感知與認知機理的多模人物特徵身份認證新方法與技術(2007AA01Z423).
3.重慶市科技攻關項目(計算機醫學診斷):增強病變智能檢測和輔助診斷軟體系統的研製(CSTC,2008AB5038).