A Comparison of Machine Learning Classifiers for FPGA Implementation of HOG-Based Human Detection.
Masahito OishiYoshiki HayashidaRyo FujitaYuichiro ShibataKiyoshi OguriPublished in: ARC (2016)
Keyphrases
- human detection
- fpga implementation
- histograms of oriented gradients
- action recognition
- machine learning
- object detection
- pedestrian detection
- histogram of oriented gradients
- hog features
- decision trees
- training data
- hardware implementation
- human body
- feature set
- surveillance system
- computer vision
- feature selection
- video surveillance
- background subtraction
- support vector
- detection rate
- face detection
- linear svm
- training set
- partial occlusion
- logistic regression
- image processing algorithms
- image processing