Viola-Jones Based Detectors: How Much Affects the Training Set?
- Cite this paper as:
- Castrillón-Santana M., Hernández-Sosa D., Lorenzo-Navarro J. (2011) Viola-Jones Based Detectors: How Much Affects the Training Set?. In: Vitrià J., Sanches J.M., Hernández M. (eds) Pattern Recognition and Image Analysis. IbPRIA 2011. Lecture Notes in Computer Science, vol 6669. Springer, Berlin, Heidelberg
This paper presents a study on the facial feature detection performance achieved using the Viola-Jones framework. A set of classifiers using two different focuses to gather the training samples is created and tested on four different datasets covering a wide range of possibilities. The results achieved should serve researchers to choose the classifier that better fits their demands.
KeywordsViola-Jones detectors facial feature detection training sets
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