An efficient hardware implementation of CNN-based object trackers for real-time applications.
Al-Hussein A. El-ShafieMohamed H. ZakiSerag El-Din HabibPublished in: Neural Comput. Appl. (2022)
Keyphrases
- hardware implementation
- dedicated hardware
- real time
- fpga implementation
- object tracking
- fpga device
- pipelined architecture
- fpga technology
- general purpose processors
- efficient implementation
- software implementation
- hardware design
- image processing algorithms
- signal processing
- pipeline architecture
- mean shift
- d objects
- moving objects
- hardware architecture
- low cost
- field programmable gate array
- cellular neural networks
- particle filter
- parallel architecture
- partial occlusion
- memory management
- neural network
- pattern recognition
- image binarization
- xilinx virtex
- vision system
- data association
- visual tracking