Human detection based on weighted template matching

Authors

Duc Thanh Nguyen, University of WollongongFollow
Philip Ogunbona, University of WollongongFollow
Wanqing Li, University of WollongongFollow

RIS ID

32110

Publication Details

Nguyen, D., Ogunbona, P. & Li, W. (2009). Human detection based on weighted template matching. IEEE International Conference on Multimedia and Expo (pp. 634-637). USA: IEEE.

Abstract

This paper proposes a new two-stage human detection method involving matching and verification. A Bayesian framework is developed to verify the matching score obtained from a weighted distance measure. Performance evaluation indicates that the proposed method is able to utilize the flexible matching scheme and produce superior true positive, true negative and low misclassification rates.