Pure FPGA Implementation of an HOG Based Real-Time Pedestrian Detection System.
Jianhua LuoChang Hong LinPublished in: Sensors (2018)
Keyphrases
- pedestrian detection
- fpga implementation
- human body
- real time
- object detection
- hardware implementation
- histograms of oriented gradients
- detection rate
- benchmark datasets
- human detection
- field programmable gate array
- pedestrian tracking
- advanced driver assistance systems
- face detection
- low cost
- cascade classifier
- machine learning
- signal processing
- multi class
- transfer function
- support vector machine
- pairwise
- object recognition
- feature extraction
- three dimensional