FPGA-based object detection processor with HOG feature and SVM classifier.
Fengwei AnPeng XuZhihua XiaoChao WangPublished in: SoCC (2019)
Keyphrases
- svm classifier
- object detection
- feature vectors
- support vector machine
- support vector machine svm
- histograms of oriented gradients
- svm classification
- pedestrian detection
- multi class
- support vector
- image classification
- human detection
- adaboost classifier
- object class
- object categories
- kernel function
- background subtraction
- feature set
- object recognition
- semi supervised
- computer vision
- feature subset
- feature selection
- hog features
- face detection
- image features
- hyperplane
- k nearest neighbor
- training set
- principle component analysis
- informative features
- knn
- ls svm
- support vectors
- selected features
- support vector machine classifier
- quadratic discriminant
- multiple features
- application specific
- bag of words
- signal processing
- decision trees