12, 000-fps Multi-object detection using HOG descriptor and SVM classifier.
Jianquan LiYingjie YinXilong LiuDe XuQingyi GuPublished in: IROS (2017)
Keyphrases
- svm classifier
- object detection
- support vector machine
- histograms of oriented gradients
- support vector machine svm
- support vector
- object recognition
- human detection
- pedestrian detection
- multi class
- image classification
- computer vision
- action recognition
- histogram of oriented gradients
- object class
- face detection
- action detection
- feature vectors
- training set
- kernel function
- decision function
- support vectors
- background subtraction
- object categories
- feature extraction
- principle component analysis
- svm classification
- ls svm
- informative features
- hyperplane
- local binary pattern
- neural network
- hog features
- database
- learning environment
- training data
- feature descriptors
- frame rate
- cross validation
- logistic regression
- semi supervised