113 search results - page 1 / 23 » Learning Optimal Embedded Cascades |
117
Voted
PAMI
2012
13 years 1 months ago
2012
—The problem of automatic and optimal design of embedded object detector cascades is considered. Two main challenges are identified: optimization of the cascade configuration and...
100
Voted
CVPR
2007
IEEE
16 years 29 days ago
2007
IEEE
The existing methods for offline training of cascade classifiers take a greedy search to optimize individual classifiers in the cascade, leading inefficient overall performance. W...
81
Voted
ICCV
2003
IEEE
16 years 26 days ago
2003
IEEE
A general classification framework, called boosting chain, is proposed for learning boosting cascade. In this framework, a "chain" structure is introduced to integrate h...
84
Voted
KDD
2010
ACM
15 years 27 days ago
2010
ACM
We propose a method to train a cascade of classifiers by simultaneously optimizing all its stages. The approach relies on the idea of optimizing soft cascades. In particular, inst...
102
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ICIAR
2004
Springer
15 years 4 months ago
2004
Springer
We propose a new fast facial-feature extraction technique for embedded face-recognition applications. A deformable feature model is adopted, of which the parameters are optimized t...