Chapter
A Novel Combination Feature HOG-LSS for Pedestrian Detection
Abstract
Since the ability of various kinds of feature descriptor is different in pedestrian detection and selecting them is not always fathomed, the six common features are analyzed in theory and compared in experiments. It is expected to find a new feature with the strongest description ability from their pair-wise combinations. In experiments, INRIA database and Daimler database are selected as the sample set. Adaboost is regarded as classifier and …
Authors
Yao S; Wang T; Shen W; Chong Y
Book title
Emerging Intelligent Computing Technology and Applications
Series
Communications in Computer and Information Science
Volume
375
Pagination
pp. 177-181
Publisher
Springer Nature
Publication Date
2013
DOI
10.1007/978-3-642-39678-6_30