A two-stage hog feature extraction processor embedded with SVM for pedestrian detection.
Yuan XuCai-Nian LiXiao-Liang XuMei JiangJian-Guo ZhangPublished in: ICIP (2015)
Keyphrases
- pedestrian detection
- support vector machine svm
- feature extraction
- human body
- object detection
- feature vectors
- histograms of oriented gradients
- feature selection
- support vector
- human detection
- support vector machine
- detection rate
- benchmark datasets
- svm classifier
- crowded scenes
- knn
- occlusion handling
- image classification
- local binary pattern
- pedestrian tracking
- cascade classifier
- multi class
- feature space
- image processing
- texture features
- training set
- training data
- face recognition
- computer vision
- gabor filters
- face detection
- machine learning
- texture analysis
- linear combination
- face images
- principal component analysis