An FPGA Implementation of a HOG-based Object Detection Processor.
Kosuke MizunoYosuke TerachiKenta TakagiShintaro IzumiHiroshi KawaguchiMasahiko YoshimotoPublished in: IPSJ Trans. Syst. LSI Des. Methodol. (2013)
Keyphrases
- object detection
- fpga implementation
- hardware implementation
- pedestrian detection
- computer vision
- object recognition
- face detection
- object categories
- multi class
- high speed
- field programmable gate array
- background subtraction
- human detection
- image processing algorithms
- histograms of oriented gradients
- transfer function
- parallel processing
- real time
- data processing
- machine learning