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图像处理与模式识别

研究方向介绍:

 本研究方向主要开展人脸图像分析、医学图像处理、生物特征识别以及智能视觉监控方面的研究工作。目前正在开展的工作有:基于时空特征学习和深度学习模型的视频特征描述及分类方法、基于拓扑分类的骨质酥松骨小梁强度评估及其色彩显示方法研究。


研究团队介绍:

科研项目:

 

福建省青年科技人才创新项目 《动态视频中特定人物的检测技术研究》 主持 已结题

国家863项目 《基于走航式高光谱吸收/荧光检测系统的遥感水色信息提取技术》 (排名4) 在研

发表论文:

程雪峰, 李顺, 龙飞. 基于Log-Gabor滤波和LBP算子的光照不变人脸识别方法. 厦门大学学报(自然科学版), 2014, 53(3): 359-363.

Xuefeng Cheng, Fei Long, Chunde Huang. Face Recognition by Zero-Ratio Based LGBP Features. The 11th World Congress on Intelligent Control and Automation, 2014, pp. 5596-5599.

Yongjie Zhan, Yao Yu, Fei Long. Application of Bag of Verbs in License Plate Image Classification. The 8th International Conference on Anti-counterfeiting, Security, and Identification, 2014.

Li Shun, Long Fei, Cheng Xuefeng. Illumination Invariant Face Recognition with Whitening Filter and Local Binary Patterns. The 6th International Symposium on Computational Intelligence and Design, 2013.

Lin Zhechao, Long Fei, Junfeng Yao. An Improved Algorithm for Frontal Face Feature Location Based on ASM. The 6th International Symposium on Computational Intelligence and Design, 2013.

Li Shun, Long Fei, Cheng Xuefeng, Song, Jie. Illumination Invariant Face Recognition by Local Image Descriptor in Logarithm Domain. The 5th International Symposium on Computational Intelligence and Design, 2012, v1, pp. 201-204.

Fei Long, Tingfan Wu, J. R. Movellan, M. S. Bartlett, G. Littlewort. Learning spatiotemporal features by using independent component analysis with application to facial expression recognition. Neurocomputing, 2012, vol. 93, pp. 126-132.

Jinglei Wang, Fei Long, Jiping Chen, Junfeng Yao. A Novel Eye Localization Method Based on Log-Gabor Transform and Integral Image. Applied Mathematics & Information Sciences, 2012, Vol. 6, pp. 323-329.

Chunde Huang, Kunhui Lin, Fei Long. A Fast Eye Localization Algorithm Using Integral Image. The Second International Symposium on Computational Intelligence and Design, 2009, vol. 1, pp.231-234.

龙飞, 董槐林, 王备战, 史亮. 一种基于Gabor描述的概率子空间人脸识别方法. 电子与信息学报, 2007, 29(3): 626-630.

Long Fei, Dong Huailin, Fan Ling, Chen Haishan. E-2DLDA: A New Matrix-Based Image Representation Method for Face Recognition. ICONIP 2006, LNCS, Springer, vol. 4233, pp. 236-243.

Ye Xueyi, Yao Peng, Long Fei, et al.. Iris image real-time pre-estimation using compound BP neural network. ICB 2006, LNCS, Springer, vol. 3832, pp. 450-456.

龙飞, 叶学义, 李斌, 姚鹏, 庄镇泉. 基于分块统计量的Gabor特征描述方法及人脸识别. 模式识别与人工智能, 2006, 19(5): 585-590.

Long Fei, He Jinsong, Ye Xueyi, Zhuang Zhenquan, Li Bin. Discriminant Independent Component Analysis as a Subspace Representation. 电子科学学刊(英文版), 2006, 23(1): 103-106.

龙飞, 庄连生, 庄镇泉. 基于小波变换和Fisher判别分析的人脸识别方法. 模式识别与人工智能, 2005, 18(2): 223-227.

Hong Duan(4),et al. Volumetric Topological Analysis: A Novel Method for Trabecular Bone Characterization on the Continuum between Plate and Rods. Medical Imaging 2009: Proc. of SPIE Vol. 725950-1-12 (EI:10557058)

Hong Duan. A 3D Controllable Head and Face Modeling Method for a Certain Person. International Symposium on Computer Science and Computational Technology ISCSCT 2008, v 1, p 21-24. (EI:20091211971917)

Hong Duan(1),et al. A Facial Expression Calculate Method Based on Muscle Model. International Conference on Computer Science and Software Engineering, CSSE 2008, v 2, p 1178-1181. (EI:20091211962680)

Hong Duan(1),et al. Research on Face Recognition Based on PCA. Proceedings- International Seminar on Future Information Technology and Management Engineering, FITME 2008, p 29-32, 2008. (EI:20091412001142)

Hong Duan(2),et al. Face Recognition by Subspace Analysis of 2D Log-Gabor Wavelets Features. Proceedings of 2008 3rd International Conference on Intelligent System and Knowledge Engineering, P.1167-1172. (EI:20090911922496)

Hong Duan(3),et al. Objective Classification Using Advanced Adaboost Algorithm. 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008, v 1, p 525-529. (EI:20090211849821)

段鸿(1),et al.《一种特定人的人脸三维建模方法》.《计算机工程》 2007年7月 Vol.33 No.14

段鸿(1),et al.《基于KLT的人脸特征点跟踪方法》.《计算机辅助设计与图形学学报》Vol.16 No.3 2004年3月 (EI:04298268865)

段鸿(4),et al .《人眼模型及其运动控制》.《中国科学院研究生院学报》.Vol.21 No.2 2004.2 p168-171

段鸿(4),et al .《从二维条形图重建三维曲面模型》.《电路与系统学报》.Vol.8 No.6 2003.12 p61

段鸿(1),et al.《人脸肌肉模型的单视频驱动》.《系统仿真学报》Vol.15 No.9 2003年9月(EI:03437696849)

段鸿(4),et al .《基于一维插值的人头像三维表面重建》.《计算机工程》. Vol. 29 No.14 2003.8 pp148-150

厦门大学 厦门大学软件学院 厦门大学智能与科学系 厦门大学信息科学学院 厦门大学模式分析与机器智能研究中心