Hardware architecture and optimization of sliding window based pedestrian detection on FPGA for high resolution images by varying local features.
Asim KhanMuhammad Umar Karim KhanMuhammad BilalChong-Min KyungPublished in: VLSI-SoC (2015)
Keyphrases
- hardware architecture
- pedestrian detection
- high resolution images
- histograms of oriented gradients
- human body
- hardware implementation
- field programmable gate array
- benchmark datasets
- hardware architectures
- object detection
- high resolution
- super resolution
- low resolution
- human detection
- signal processing
- feature space
- feature extraction
- detection rate
- viewpoint
- real time
- image features
- spatial information
- computational cost
- image processing