人物簡介
沈琳琳， 副教授，深圳大學模式識別與智慧型系統專業碩士生導師，分別於1997和2000年獲得上海交通大學套用電子專業學士、碩士學位，曾在華為公司擔任軟體工程師， 2005年獲得英國諾丁漢大學計算機專業博士學位。現為深圳大學計算機與軟體學院教師，中國計算機學會會員，深圳市科技局科技計畫項目評審專家，廣州市廣電運通金融電子股份有限公司項目顧問。擔任《IEEE Trans. on Image Processing》、《Pattern Recognition》等多個國際雜誌的審稿專家。目前研究方向為人臉/指紋/掌紋等生物特徵識別、醫學圖象處理、模式識別系統。
人物榮譽
2003年國家優秀自費留學生
2011年深圳市十佳青年教師
2007年度深圳科技創新獎 (參與人) ："數字水印技術及其在著作權保護和多媒體信息安全中的套用研究"
美國Marquis科學工程名人錄和世界名人錄收錄
承擔項目
基於過完備感知模型和稀疏表示的有遮擋人臉識別研究 ( 2010.01-2012.12 )
姿勢和光照變化下的人臉識別核函式及核參數的研究 (2009.01-2011.12 )
主持教育部科研項目1項、深圳市科技計畫2項、TI創新基金1項：
基於最優gabor特徵的快速人臉識別算法研究 ( 2008.11-2010.10 )
融合人臉和掌紋的生物特徵識別 (2008.06-2010.06 )
發表論文
Journal Paper
2011
15.Linlin Shen, Sen Jia, Zhen Ji and Wen-sheng Chen. Extracting local texture features for image based coin recognition, IET Image Processing, in press.
14.Linlin Shen, Libaiand Zhen Ji. FPCode: An efficient approach for multi-modal biometrics, International Journal of Pattern Recognition and Artificial Intelligence, Vol. 25(2), pp. 273-286, March, 2011.
2010
13. Baochang Zhang, Lei Zhang, David Zhang andLinlin Shen. Directionalbinary codewith application to PolyU near-infrared face database, Pattern Recognition Letters, Vol. 31 (14), pp.2337-2344, Oct. 2010.
2009
12. 賈森，錢雲濤，紀震，沈琳琳，基於光譜和空間特性的高光譜解混方法，深圳大學學報（理工版），Jul. 2009，Vol. 26(3), pp. 262-267.
11. 李玉文，周家銳，沈琳琳(通迅)，基於DM6446平台的實時人眼檢測系統，深圳大學學報（理工版），Oct. 2009，Vol. 26(4), pp. 420-424.
10. Ian L. Dryden, Li Bai, C. J. Brignell andLinlin Shen. Factored principal components analysis, with applications to face recognition. Statistics and Computing, Sep.2009, Vol. 19 (3): pp.229-238.
9.SHEN Lin-Linand JI Zhen. Gabor wavelet selection and SVM classification for object recognition. ACTA Automatica Sinica （自動化學報）, Apr. 2009, Vol. 35 (4), pp.350-355. 採用精選Gabor小波和SVM分類的物體識別(英文)
8.Linlin Shenand Alex Kot. A new wavelet domain feature for fingerprint recognition. International Journal of Biomedical Soft Computing and Human Sciences, Jan. 2009, Vol.14(1), pp.53-56.
2008
7.Linlin Shenand Li Bai. 3D Gabor wavelets for evaluating SPM normalization algorithm. Medical Image Analysis (SCI 1區,IF: 4.25), Jun. 2008, Vol.12 (3) pp 375-383.
6.SHEN Lin Linand MING Zhong. Automatic face recognition based on skin masking and improved HMM [J].Journal of Shenzhen University, Science and Engineering, Jan. 2008, Vol. 25 (1), pp.71-75. 基於皮膚模板和改進HMM的自動人臉識別系統(英文)
2007
5.Linlin Shen, Zhen Ji and Li Bai. DWT based HMM for face recognition[J]. Journal of Electronics (China), Nov. 2007, Vol. 24(6), pp.835-837. (Number of citations : 5)
4.Linlin Shen, Li Bai and Michael Fairhurst. Gabor wavelets and general discriminant analysis for face identification and verification[J]. Image and Vision Computing, May. 2007, Vol. 25(5), pp.553-563. (Number of citations from Google: 92. 2010 Most Cited Paper Award for the journal of Image & Vision Computing)
2006
3.Linlin Shenand Li Bai. MutualBoost learning for selecting Gabor features for face fecognition[J]. Pattern Recognition Letters, Nov. 2006, Vol. 27(15), pp. 1758-1767. (Number of citations from Google: 59)
2.Linlin Shenand Li Bai. A review on Gabor wavelets for face recognition[J]. Pattern Analysis and Applications, Sep. 2006, Vol. 9(2), pp. 273-292. (Number of citations from Google: 109)
1.Linlin Shenand Li Bai. Information theory for Gabor feature selection for face recognition[J]. EURASIP Journal on Applied Signal Processing, Jan. 2006, Vol (2006), pp.1-11. (Number of citations from Google: 20)16.Linlin Shen, Sen Jia. Three-Dimensional Gabor wavelets for pixel-based hyperspectral imagery classification, IEEE Transactions on Geoscience and Remote Sensing, accepted.
Conference Paper
2010
25. Linlin Shen, Nengheng Zheng, Songhao Zheng and Wei Li. Secure mobile services by face and speech based personal authentication, Proceedings of the 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, Vol.3, Xiamen, Oct. 2010, pp. 97-100 .
24. Linlin Shen, Zhen Ji, Yuwen Li and Li Bai. Coding Gabor features for multi-modal biometrics, Proceedings of the 2010 Chinese Conference on Pattern Recognition, Vol. 1, Chongqing, Oct. 2010, pp.217 - 220.
23. Linlin Shen, Li Bai and Zhen Ji. Hand-based biometrics fusing palmprint and finger-knuckle-print, The First International Workshop on Emerging Techniques and Challenges for Hand-based Biometrics, in conjunction with ICPR 2010, Istanbul, Turkey, Aug. 2010,
2009
22 . Linlin Shen, Zhen Ji, Lei Zhang and Zhenhua Guo. Applying LBP operator to Gabor response for palmprint identification [C]. Proceedings of IEEE International Conference on Information Engineering and Computer Science, Wuhan, Dec. 2009, pp.355-357.
21. Hieu V. Nguyen, Li Bai andLinlin Shen, Local Gabor binary pattern whitened PCA: a novel approach for face recognition from single image per person. International Conference on Biometrics, Proceedings Lecture Notes in Computer Science 5555, pp.269-278, June.,2009.
20.Linlin Shen, Sen Jia, Zhen Ji and Wen-Sheng Chen. Statistics of Gabor features for coin recognition [C]. Proceedings of IEEE International Workshop on Imaging Systems and Techniques, Shenzhen, May., 2009. (Citations from Google: 4)
2008
19. Linlin Shen, Li Bai and Zhen Ji. Data Driven Gabor Wavelet Design for Face Recognition [C]. Proceedings of 2008 Chinese Conference onPattern Recognition, Beijing, Oct., 2008, pp. 246-251.
18. Linlin Shen and Zhen Ji. Modeling geometric features for face based age classification[C]. Proceedings of the 2008 International Conference on Machine Learning and Cybernetics (ICMLC 2008), July. 2008, Kunming, China, pp. 2927-2931.(Citations from Google: 4)
2007
17. Shen Linlin and Ji Zhen. Object recognition based on optimized Gabor features and SVM[C]. Proceedings of the First Chinese Conference on Pattern Recognition (CCPR 2007), 11-12 Dec. 2007, Beijing, China, pp. 105-112.
16. Ángel Serrano, Isaac Martín de Diego, Cristina Conde, Enrique Cabello, Li Bai, and LinLin Shen:Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification. MCS 2007: 141-150
15. Ángel Serrano, Cristina Conde, Isaac Martín de Diego, Enrique Cabello, Li Bai, LinLin Shen: Parallel gabor PCA with fusion of SVM scores for face verification. VISAPP (2) 2007: 149-154.
14. Linlin Shen, Li Bai and Zhen Ji. A SVM face recognition method based on optimized Gabor features[C]. The 9th International Conference on Visual Information System, Proceedings Lecture Notes in Computer Science 4781, pp.165-174, 28–29 June 2007, Shanghai, China.
13. Linlin Shen, Zhen Ji and Li Bai. Tuning Kernel parameters with different Gabor features for face recognition[C]. IEEE International Conference on Intelligent Computing, Proceedings Lecture Notes in Artificial Intelligence 4682:pp.881-890, 2007.
2006
12. Li Bai, Linlin Shen, Yan Wang, A novel eye location algorithm based on radial symmetry transform[C]. Proceedings of the 18th International Conference on Pattern Recognition (ICPR'06), 2006, pp. 511-514.
11. Linlin Shen,DorotheeAuer and Li Bai. 3D Gabor wavelets for evaluating medical image registration algorithms[C]. International Workshop on Medical Imaging and Augmented Reality, Proceedings Lecture Notes in Computer Science 4091, pp.261-268, 2006.(SCI)
2005
10. Li Bai and Linlin Shen. A fast and robust Gabor feature based method for face recognition[C]. The IEE International Symposium on Imaging for Crime Detection and Prevention (Best Papers), The IEEsavoyPlace, London, 2005.
9. Linlin Shen and Li Bai. Kernel enahancedinformativeGabor features for face recognition[C]. The 16th British Machine Vision Conference, Oxford, UK, 2005.
8. Linlin Shen and Li Bai, etc. Gabor feature selection for face recognition using improvedAdaBoostlearning[C]. Advances in Biometric Person Authentication, Proceedings Lecture Notes in Computer Science 3781, pp. 39-49, 2005.(SCI)
2004
7. Linlin Shen and Li Bai. Gabor feature based face recognition using Kernel methods[C]. Proc. of the IEEE 6th International Conference on Automatic Face and Gesture Recognition, Soel, Korea, 2004. (pdf)
6. Linlin Shen and Li Bai. Combining Gabor feature and Kernel Direct Discriminant Analysis for face recognition[C]. Proc. of the 17th International Conference on Pattern Recognition, Cambridge, UK, 2004. (pdf)
5. Linlin Shen, Li Bai and P. Picton. Facial recognition/verification using Gabor wavelets and kernel methods[C]. Proc. of the IEEE Internal Conference on Image Processing, Singapore, 2004.
4. Linlin Shen and Li Bai. AdaBoost Gabor feature selection for classification[C]. Proc. of Image and Vision Computing, New Zealand, 2004.
2003
3. Li Bai and Linlin Shen. Face detection by orientation map matching[C]. Proceeding of International Conference on Computational Intelligence for Modeling Control and Automation, Austria, Feb. 2003, pp. 363-369. (pdf)
2. Li Bai and Linlin Shen. Combining wavelets with HMM for face recognition[C]. Proceedings of the 23rd SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, Dec., 2003.
2001
1. Linlin Shen. Quality measures of fingerprint images[C]. Audio- And Video-Based Biometric Person Authentication, Proceedings Lecture Notes in Computer Science 2091: pp. 266-271, 2001.(SCI,Number of citations from Google: 85)
