A pedestrian detection method based on SVM classifier and optimized Histograms of Oriented Gradients feature.
Guangyuan ZhangFei GaoCong LiuWei LiuHuai YuanPublished in: ICNC (2010)
Keyphrases
- detection method
- histograms of oriented gradients
- svm classifier
- pedestrian detection
- object detection
- support vector machine
- human detection
- face detection
- human body
- detection rate
- detection algorithm
- support vector machine svm
- feature vectors
- support vector
- image classification
- training set
- benchmark datasets
- local binary pattern
- support vectors
- kernel function
- action recognition
- multi class
- feature subset
- feature space
- feature descriptors
- object class
- object recognition
- three dimensional
- color space
- machine learning
- image features
- pattern recognition