Genetic programming based classifier in viola-jones rapidminer image mining extension
2013 36th International Conference on Telecommunications and …, 2013•ieeexplore.ieee.org
This paper presents a new approach to the classifier design used in the Viola-Jones object
detector implemented in RadpidMiner Image Mining Extension. The new approach to the
classifier design proposed in this paper is in fact creation of a classification tree designed by
a genetic programming algorithm. The resulting classifier is used as an alternative approach
to the standard cascade classifier designed by a genetic algorithm. In this paper, a classifier
design is shown, the incorporation into the Viola-Jones operator is described, and …
detector implemented in RadpidMiner Image Mining Extension. The new approach to the
classifier design proposed in this paper is in fact creation of a classification tree designed by
a genetic programming algorithm. The resulting classifier is used as an alternative approach
to the standard cascade classifier designed by a genetic algorithm. In this paper, a classifier
design is shown, the incorporation into the Viola-Jones operator is described, and …
This paper presents a new approach to the classifier design used in the Viola-Jones object detector implemented in RadpidMiner Image Mining Extension. The new approach to the classifier design proposed in this paper is in fact creation of a classification tree designed by a genetic programming algorithm. The resulting classifier is used as an alternative approach to the standard cascade classifier designed by a genetic algorithm. In this paper, a classifier design is shown, the incorporation into the Viola-Jones operator is described, and experimental results of face classification process are depicted and compared to the standard cascade classifier designed by genetic algorithm.
ieeexplore.ieee.org
Showing the best result for this search. See all results