An Efficient Hardware Implementation of HOG Feature Extraction for Human Detection.
Pei-Yin ChenChien-Chuan HuangChih-Yuan LienYu-Hsien TsaiPublished in: IEEE Trans. Intell. Transp. Syst. (2014)
Keyphrases
- hardware implementation
- human detection
- histograms of oriented gradients
- action recognition
- histogram of oriented gradients
- feature extraction
- pedestrian detection
- object detection
- hog features
- signal processing
- efficient implementation
- background subtraction
- field programmable gate array
- image processing algorithms
- local binary pattern
- feature vectors
- surveillance system
- human body
- image classification
- video surveillance
- pattern recognition
- computer vision
- general purpose processors
- texture classification
- partial occlusion
- feature space
- texture features
- face detection
- detection method
- feature set
- moving objects
- feature selection
- machine learning