Analysis of Feature Fusion Based on HIK SVM and Its Application for Pedestrian Detection

This work presents the fusion of integral channel features to improve the effectiveness and efficiency of pedestrian detection. The proposed method combines the histogram of oriented gradient (HOG) and local binary pattern (LBP) features by a concatenated fusion method. Although neural network (NN)...

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Bibliographic Details
Main Authors: Song-Zhi Su, Shu-Yuan Chen
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Abstract and Applied Analysis
Online Access:http://dx.doi.org/10.1155/2013/436062