FPGA implementation of real-time head-shoulder detection using local binary patterns, SVM and foreground object detection.
Tomasz KryjakMateusz KomorkiewiczMarek GorgonPublished in: DASIP (2012)
Keyphrases
- fpga implementation
- real time
- hardware implementation
- foreground object detection
- foreground detection
- detection method
- support vector
- support vector machine
- detection rate
- multi class
- field programmable gate array
- object detection
- pattern recognition
- transfer function
- detection algorithm
- feature vectors
- pedestrian detection
- human detection
- shadow detection
- feature selection
- machine learning