Face Matching and Retrieval in Forensics Applications

被引:80
作者
Jain, Anil K. [1 ]
Klare, Brendan [1 ]
Park, Unsang [1 ]
机构
[1] Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
基金
新加坡国家研究基金会;
关键词
3D face model; face recognition; face retrieval; facial aging; facial mark; forensic sketches; forensics; image enhancement; multimedia;
D O I
10.1109/MMUL.2012.4
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This article surveys forensic face-recognition approaches and the challenges they face in improving matching and retrieval results as well as processing low-quality images.
引用
收藏
页码:20 / 28
页数:9
相关论文
共 17 条
[1]  
[Anonymous], 2011, NY TIMES 0107
[2]   Face recognition based on fitting a 3D morphable model [J].
Blanz, V ;
Vetter, T .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (09) :1063-1074
[3]   Restoring Degraded Face Images: A Case Study in Matching Faxed, Printed, and Scanned Photos [J].
Bourlai, Thirimachos ;
Ross, Arun ;
Jain, Anil K. .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2011, 6 (02) :371-384
[4]  
Charette R., 2011, IEEE SPECTRUM 0725
[5]  
Ding L., 2010, P IEEE INT C COGN IN, P280
[6]  
Grother P., 2010, Report on the evaluation of 2d still-image face recognition algorithms
[7]  
Klare B., 2011, MSUCSE1118
[8]  
Klare Brendan., 2010, Fourth IEEE International Conference on Biometrics: Theory Applications and Systems (BTAS). IEEE, P1, DOI DOI 10.1109/BTAS.2010.5634533
[9]   Matching Forensic Sketches to Mug Shot Photos [J].
Klare, Brendan F. ;
Li, Zhifeng ;
Jain, Anil K. .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2011, 33 (03) :639-646
[10]  
Li S., 2011, Handbook of face recognition, Vsecond ed.