Hardware implementation of an improved HOG descriptor for pedestrian detection.
Haythem AmeurAmina MsolliAbdelhamid HelaliHassen MaarefAnis YoussefPublished in: ICCAD (2017)
Keyphrases
- hardware implementation
- pedestrian detection
- histograms of oriented gradients
- human body
- human detection
- object detection
- efficient implementation
- signal processing
- benchmark datasets
- detection rate
- histogram of oriented gradients
- fpga implementation
- software implementation
- dedicated hardware
- pedestrian tracking
- image processing algorithms
- cascade classifier
- field programmable gate array
- pose estimation
- local binary pattern
- shape descriptors
- feature descriptors
- three dimensional
- fpga technology