Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos.
Xianbin CaoChangxia WuPingkun YanXuelong LiPublished in: ICIP (2011)
Keyphrases
- linear svm
- hog features
- vehicle detection
- feature selection
- logistic regression
- support vector
- text categorization
- hyperplane
- classification accuracy
- text classification
- surveillance videos
- machine learning
- decision trees
- image classification
- human detection
- svm classifier
- support vectors
- learning algorithm
- linear model
- supervised learning
- support vector machine
- video sequences
- video surveillance
- model selection
- object detection