Sparse learning for support vector classification

K Huang, D Zheng, J Sun, Y Hotta, K Fujimoto… - Pattern Recognition …, 2010 - Elsevier
This paper provides a sparse learning algorithm for Support Vector Classification (SVC),
called Sparse Support Vector Classification (SSVC), which leads to sparse solutions by …

Optimally training a cascade classifier

C Shen, P Wang, A Hengel - arXiv preprint arXiv:1008.3742, 2010 - arxiv.org
Cascade classifiers are widely used in real-time object detection. Different from conventional
classifiers that are designed for a low overall classification error rate, a classifier in each …