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Yongxin Ge


葛永新,男,1981年2月生,博士,副教授,硕士生导师.

  1. 2003.7重庆大学数理学院本科毕业,获理学学士学位;
  2. 2006.7重庆大学数理学院硕士毕业,获理学硕士学位;
  3. 2011.6 重庆大学计算机学院毕业,获工学博士学位
  4. 2008.9~2009.9 加拿大阿尔伯塔大学(University of Alberta) 博士联合培养
  5. 2011.8-2014.8,重庆大学软件学院,讲师
  6. 2014.9 至今,重庆大学软件学院,副教授

联系方式

  1. 通讯地址:重庆市重庆大学软件学院(邮编:400044)

社会服务

  1. 审稿专家:
    1. Pattern Recognition Letters (PRL)
    2. Neurocomputing
    3. Journal of Electronic Imaging
    4. IEEE International Conference on Multimedia and Expo (ICME2015)
    5. The IEEE International Conference on Visual Communications and Image Processing (VCIP2015)
    6. 计算机学报
  2. 会议组织服务:
    1. Session Chair at the 1st International Workshop on Human Identification in M-ultimedia, in conjunction with IEEE Int-ernational Conference on Multimedia and Expo (ICME), 2014
    2. Co-organizer, Special Session on “Video Analysis and Understanding”, SPIE International Conference on Visual Communication and Image Processing (VCIP), 2015. (Co-organized with Associate Prof. Xin Feng)
    3. Co-organizer, Workshop on “Large-Scale Soft Biometircs”, IEEE Winter Conference on Applications of Computer Vision (WACV), 2017. (Co-organized with Associate Prof. Xin Feng, Associate Prof.Xiuzhuang Zhou,and Assistant Prof. Li Geng)

研究方向

  1. 主要研究方向:计算机视觉,模式识别,机器学习。

主要科研项目

  1. 国家自然科学基金青年基金:无控制条件下上下文感知和遮挡鲁棒的人脸对齐研究 (61402062) 负责人 2015.1-2017.12
  2. 重庆市前沿与应用基础(一般):无控制条件下利用上下文关系的人脸对齐研究(cstc2015jcyjA40037) 负责人 2015.7-2018.6
  3. 博士点新教师基金:基于多特征和多标记流形学习的人体年龄估计方法研究(20130191120033)负责人 2014.1-2016.12
  4. 中央高校基金:视频监控系统中基于人体特征的年龄估计方法研究(CDJZR12 09 00 02) 负责人
  5. 中央高校基金:主动表观模型中若干关键问题的研究 (CDJXS10 18 11 33) 负责人
  6. 国家自然科学基金: 主动视觉注意的语义认知计算模型研究(60975015) 主研
  7. 国家自然科学基金: 形状的语义结构表示及其分类学习研究(61173131) 主研
  8. 重庆市科技攻关重点项目:嵌入式WEB监控视频摘要生成及其快速浏览关键技术研究和开发(CSTC2009AB2230) 主研
  9. 重庆市科技攻关项目:全景图像制作与基于嵌入式的漫游关键技术(CSTC 2009AC2057) 主研
  10. 教育部博士点基金:基于潜在空间的图像鲁棒语义建模及其应用研究(20090191110023) 主研
  11. 重庆市自然科学基金重点项目:图像处理技术应用基础研究(CSTC2005BA2002) 已结题 主研

科研论文

  1. 董家林,洪明坚,张海标,葛永新.联合相邻帧预测的心脏磁共振电影成像方法,自动化学报,to appear
  2. 葛永新*,林梦然,洪明坚.联合局部和全局稀疏表示的磁共振图像重建方法.重庆大学学报,2017,40(1):93-102.
  3. Yongxin Ge*, Cheng Peng, Mingjian Hong, Sheng Huang, and Dan Yang. Joint local regressors learning for face alignment. Neurocomputing, 2016, 208:262-268. (SCI)
  4. Yongxin Ge*, Xinyu Ren, Cheng Peng, and Xuchu Wang. Extended robust cascaded pose regression for face alignment. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 9967 LNCS, p 50-58, 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings. (EI)
  5. Xinqian Gu, and Yongxin Ge*. Weighted local metric learning for person re-identification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 9967 LNCS, p 686-694, 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings. (EI)
  6. Sheng Huang*, Dan Yang, Yongxin Ge and Xiaohong Zhang, Combined Supervised Information with PCA via Dscriminatie Component Selection, Information Processing Letters (Accepted, SCI)
  7. Yongxin Ge*, Chen Min, Martin Jagersand and Dan Yang. Active appearance model search using partial least squares regression. The IEEE International Conference on Visual Communications and Image Processing (VCIP), 13 - 16 December 2015, Singapore. (EI)
  8. Venice Erin Liong, Jiwen Lu, and Yongxin Ge*. Regularized Local Metric Learning for Person Re-Identification. Pattern Recognition Letters, 68(2015): 288-296.
  9. Sheng Huang*, Dan Yang, Yongxin Ge, Xiaohong Zhang, Discriminant Hyper-Laplacian Projections and Its Scalable Extension for Dimensionality Reduction, Neurocomputing, 173(2016): 145-153.
  10. Venice Erin Liong, Yongxin Ge*, and Jiwen Lu. Discriminative Regularized Metric Learning for Person Re-Identification. The 8th IAPR International Conference on Biometrics (ICB), May 19-22, 2015 Phuket, Thailand, 52-57. (EI)
  11. Venice Erin Liong, Jiwen Lu, and Yongxin Ge*. Regularized Bayesian metric learning for person re-identification. ECCV 2014 Workshops, September 6 - 12, 2014, Zurich, Switzerland, 209-224. (EI)
  12. Sheng Huang*, Dan Yang, Yongxin Ge, Dengyang Zhao, and Xin Feng. Discriminant Hyper-Laplacian projections with its application to face recognition. IEEE International Conference on Multimedia and Expo Workshops, July 14 - 18, 2014, Chengdu, China. (EI)
  13. Yongxin Ge*, Dan Yang, Jiwen Lu, Bo Li and Xiaohong Zhang. Active Appearance Models Using Statistical Characteristics of Gabor Based Texture Representation. Journal of Visual Communication and Image Representation, 2013, 24(5): 627-634. (SCI)
  14. Yongxin Ge*, Jiwen Lu, Xin Feng and Dan Yang. Body-Based Human Age Estimation at a Distance. IEEE International Conference on Multimedia and Expo (ICME), San Jose, California, USA, July 15-19, 2013, 1-4. (short paper, EI)
  15. Yongxin Ge*, Jiwen Lu, Fan Wu and Dan Yang. Age Estimation from Human Body Images. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Vancouver, Canada, May 26 - 31, 2013, 2337-2341. (EI)
  16. Junlin Hu, Yongxin Ge, Jiwen Lu. Makeup-robust face verification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Vancouver, Canada, May 26 - 31, 2013, 2342-2346. (EI)
  17. Tzu-Yi Hung, Jiwen Lu, Junlin Hu, Yap-Peng Tan, and Yongxin Ge. Activity-based human identification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Vancouver, Canada, May 26 - 31, 2013, 2362-2366. (EI)
  18. Mingjian Hong, Feng Liu, Xiaohong Zhang, Yongxin Ge, Sparsity-enforced Kalman filter technique for dynamic cardiac imaging. In Proceedings of the 21th Annual Meeting ISMRM, Salt Lake City, Utah, USA, 2013, 4698.
  19. Peng Ma, Dan Yang, Yongxin Ge, Xiaohong Zhang, Ying Qu, Sheng Huang and Jiwen Lu. Robust Face Recognition via Gradient based Sparse Representation. Journal of Electronic Imaging, 2013, 22(1), 013018. (SCI)
  20. Shennan Wu, Yongxin Ge. A new denoising method and its application in face recognition. International Journal of Advancements in Computing Technology, 2013, 5(5): 1122-1130.
  21. Peng Ma, Dan Yang, Yongxin Ge, Xiaohong Zhang and Ying Qu. Face recognition using two-dimensional nonnegative principal component analysis. Journal of Electronic Imaging, 2012, 21(3), 033011.(SCI)
  22. Yongxin Ge*, Dan Yang, Xiaohong Zhang, Jiwen Lu. Improved similarity measure-Based graph embedding for face recognition. SPIE Journal of Electronic Imaging , 2012, 21(1):013002. (SCI)
  23. Yongxin Ge*, Xiaohong Zhang,Haibo Hu,Mengning Yang. Research on software engineering practice teaching system based on Redmine project management platform. Lecture Notes In Information Technology, June1-2, 2012, Shanghai, China, pp166-170.
  24. Yongxin Ge*, Dan Yang, Xiaohong Zhang and Jiwen Lu. Image registration based on Subpixel Localization and Cauchy-Schwarz Divergence. SPIE Journal of Electronic Imaging, 2010,19(3):033001. (SCI)
  25. 葛永新*, 杨丹, 雷明. 基于良分布的亚像素定位角点的图像匹配. 电子与信息学报,2010,32(2):427-432.(EI:20101412826971)
  26. 葛永新*,杨 丹,张小洪,杨娟. 基于角点对Cauchy-Schwarz距离的图像匹配. 2010全国模式识别学术会议,重庆,743-748.(EI:20110313597652)
  27. 葛永新*, 杨 丹, 张小洪. 基于特征点对齐度的图像配准方法. 电子与信息学报,2007,29(2):425-428.(EI:20071810576347)
  28. 葛永新*, 杨 丹, 张小洪. 基于边缘特征点对对齐度的图像配准方法. 中国图象图形学报,2007,12(7):1291-1295 .
  29. 葛永新*, 杨 丹, 张小洪. 基于小波多尺度积的图像配准方法. 计算机科学,2006,33(2):242-245.
  30. Yang Dan,GE Yong-Xin , Zhang Xiao-Hong. A New Method For Image Registration Based on Alignment Metric of Edge Feature Points, Proceedings of International Progress on Wavelet Analysis and Active Media Technology(IPWAAMT05), pp. 895-905, 2005.World Scientific Publishing
  31. Juan Yang, Dan Yang, Xiaolong Zhou and Yongxin Ge. A Robust content-based digital image watermarking technique. 2010 Chinese Conference on Pattern Recognition, Chongqing, China, 126-131(EI:20110313597518)
  32. 李博,杨丹:,雷明,葛永新. 基于近邻消息传递的自适应局部线性嵌入,光电子•激光,2010,21 (5): 772-778. (EI:20104113293050)
  33. 杨娟,杨丹,赵红,葛永新. 移动Ad Hoc网络容量分析的非合作规划博弈模型. 华南理工大学学报,2010,38(12):61-66.(EI:20110813693132)
  34. 余萍,崔少飞,葛永新,王亚微,张珂. 基于对齐度的电力设备红外与可见光的图像匹配. 激光与红外,2008,38(7):737-740.
  35. 马鹏,杨丹,方蔚涛,葛永新,张小洪. 基于光滑性和主成分的非负矩阵分解算法及其在人脸识别中的应用. 计算机应用研究. 2012, 32(5): 1362-1365.