FPGA Implementation of Human Detection by HOG Features with AdaBoost.
Keisuke DohiKazuhiro NegiYuichiro ShibataKiyoshi OguriPublished in: IEICE Trans. Inf. Syst. (2013)
Keyphrases
- fpga implementation
- hog features
- human detection
- object detection
- histograms of oriented gradients
- face detection
- hardware implementation
- pedestrian detection
- multi class
- computer vision
- surveillance system
- action recognition
- background subtraction
- histogram of oriented gradients
- object class
- weak classifiers
- training data
- decision trees
- video surveillance
- machine learning
- partial occlusion
- feature descriptors
- state space
- support vector