An efficient selection of HOG feature for SVM classification of vehicle.
Seunghyun LeeMin-Suk BangKyeong-Hoon JungKang YiPublished in: ISCE (2015)
Keyphrases
- svm classification
- pedestrian detection
- support vector machine
- support vector machine svm
- classification accuracy
- kernel function
- object detection
- histograms of oriented gradients
- human body
- feature set
- support vector
- svm classifier
- multiclass classification
- image classification
- classification method
- fuzzy clustering
- feature space
- cross validation
- k nearest neighbor
- support vectors
- data sets
- model selection
- feature vectors
- image processing
- computer vision
- machine learning