DocumentCode :
3615931
Title :
On performance evaluation of face detection and localization algorithms
Author :
V. Popovici;J.-P. Thiran;Y. Rodriguez;S. Marcel
Author_Institution :
Signal Process. Lab., Swiss Fed. Inst. of Technol., Lausanne, Switzerland
Volume :
1
fYear :
2004
fDate :
6/26/1905 12:00:00 AM
Firstpage :
313
Abstract :
When comparing different methods for face detection or localization, one realizes that just simply comparing the reported results is misleading as, even if the results are reported on the same dataset, different authors have different views of what a correct detection/localization means. This paper addresses exactly this problem, proposing an objective measure for the goodness of a detection/localization for the case of frontal faces. The usage of the proposed technique insures a fair and unbiased way of reporting the results, making the experiment repeatable, measurable, and comparable by anybody else.
Keywords :
"Face detection","Signal processing algorithms","Testing","Computer vision","Humans","Performance evaluation","Robustness","Protocols","Hardware","Scalability"
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
ISSN :
1051-4651
Print_ISBN :
0-7695-2128-2
Type :
conf
DOI :
10.1109/ICPR.2004.1334115
Filename :
1334115
Link To Document :
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