冯建江  副教授

信息处理研究所

通信地址:北京清华大学自动化系  邮政编码:100084
联系电话:010-62782447  Fax:010-62786911
电子信箱:jfeng@tsinghua.edu.cn

教育背景

1996年9月-2000年7月 北京邮电大学电信工程学院 学士

2000年9月-2006年12月 北京邮电大学电信工程学院 博士

工作履历

2007年1月-2007年10月 香港理工大学计算机系 研究助理

2008年1月-2009年10月 美国密西根州立大学计算机系 博士后

2009年12月-2012年11月 清华大学自动化系 讲师

2012年12月-至今 清华大学自动化系  副教授

学术兼职

Image and Vision Computing编委

中国人工智能学会模式识别专委会委员

IEEE TPAMI, TIP, TIFS等国际期刊审稿人

ICB, BTAS, CCBR, SPIE Biometrics等国际会议程序委员

研究领域

图像处理、模式识别、指纹/掌纹识别

研究概况

在研项目:
[1] 国家自然科学基金面上项目,“现场掌纹的自动特征提取与匹配”,2014.1-2017.12,负责人

结题项目:
[1] 国家自然科学基金青年基金,“高分辨率掌纹识别的关键问题研究”,2010.1-2012.12,负责人

奖励与荣誉

[1] 2011年获中国电子学会电子信息科学技术奖一等奖(排名第3)

[2] 2011年获高等学校科学研究优秀成果(自然科学类)二等奖(排名第2)

[3] 2010年获SIBGRAPI最佳学生论文奖(排名第3)

[4] 2011年获ICB最佳学生论文奖(排名第2)

[5] 2012年获ICIEA最佳论文奖(排名第2)

学术成果

[1]H. Hu, J. Feng, J. Zhou, “Exploiting unsupervised and supervised constraints for subspace clustering”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014 (To appear).

[2]X. Si, J. Feng, J. Zhou, Y. Luo, “Detection and rectification of distorted fingerprints”, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014 (To appear).

[3]X. Xu, L. Tian, J. Feng, J. Zhou, “OSRI: A rotationally invariant binary descriptor”, IEEE Transactions on Image Processing, vol. 23, no. 7, pp. 2983-2995, 2014.

[4]X. Yang, J. Feng, J. Zhou, “Localized dictionaries based orientation field estimation for latent fingerprints”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 5, pp. 955-969, 2014.

[5]H. Hu, J. Feng, C. Yu, J. Zhou, “Multi-class constrained normalized cut with hard, soft, unary and pairwise priors”, IEEE Transactions on Image Processing, vol. 22, no. 11, pp. 4328-4340, 2013.

[6]J. Feng, J. Zhou, A.K. Jain, “Orientation field estimation for latent fingerprint enhancement”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 4, pp. 925-940, 2013.

[7]A. Paulino, J. Feng, A.K. Jain, “Latent fingerprint matching using descriptor-based Hough transform”, IEEE Transactions on Information Forensics and Security, vol. 8, no. 1, pp. 31-45, 2013.

[8]Y. Yi, L. Cao, W. Guo, Y. Luo, J. Feng, Q. He, G. Jin, “Optical fingerprint recognition based on local minutiae structure coding”, Optics Express, vol. 21, no. 14, pp. 17108-17121, 2013.

[9]J. Feng, Y. Shi, J. Zhou, “Robust and Efficient Algorithms for Separating Latent Overlapped Fingerprints”, IEEE Transactions on Information Forensics and Security, vol. 7, no. 5, pp. 1498-1510, 2012.

[10]J. Dai, J. Feng, J. Zhou, “Robust and efficient ridge-based palmprint matching”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 8, pp. 1618-1632, 2012.

[11]S. Yoon, J. Feng, and A.K. Jain, “Altered fingerprints: analysis and detection”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no. 3, pp. 451-464, 2012.

[12]F. Chen, J. Feng, A.K. Jain, J. Zhou, J. Zhang, “Separating overlapped fingerprints”, IEEE Transactions on Information Forensics and Security, vol. 6, no. 2, pp. 346-359, 2011.

[13]J. Feng, A.K. Jain, “Fingerprint reconstruction: from minutiae to phase”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 2, pp. 209-223, 2011.

[14]A.K. Jain, J. Feng, “Latent fingerprint matching”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 1, pp. 88-100, 2011.

[15]A.K. Jain, J. Feng, K. Nandakum, “Fingerprint matching”, IEEE Computer Magazine, vol. 43, no. 2, pp. 36-44, 2010.

[16]A.K. Jain, J. Feng, “Latent palmprint matching”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, no 6, pp. 1032-1047, 2009.

[17]J. Feng, “Combining minutiae descriptors for fingerprint matching”, Pattern Recognition, vol. 41, no. 1, pp. 342-352, 2008.

[18]J. Feng, Z. Ouyang, A. Cai, “Fingerprint matching using ridges”, Pattern Recognition, vol. 39, no. 11, pp. 2131-2140, 2006.