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.
History
Citation
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.
Parent title
Proceedings - 2009 IEEE International Conference on Multimedia and Expo, ICME 2009