Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6952909 | Journal of the Franklin Institute | 2009 | 19 Pages |
Abstract
We thus propose application of a cascaded support vector machine (SVM) classifier with linear and combined cascading of SVMs based on histogram of oriented gradients (HOGs) and Fisher score preselection. Proposed algorithms are evaluated on the basis of the INRIA database and compared to the state of the art procedure with HOG-features in combination with a standard SVM.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Alexandros Gavriilidis, Jörg Velten, Stephan Tilgner, Anton Kummert,