High Performance Application Specific Stream Architecture for Hardware Acceleration of HOG-SVM on FPGA.
Piyumal RanawakaMongkol EkpanyapongAdriano TavaresMathew DaileyKrit AthikulwongseVitor Alberto SilvaPublished in: IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2019)
Keyphrases
- application specific
- low power consumption
- computation intensive
- hardware architecture
- instruction set
- hardware implementation
- general purpose
- real time
- dedicated hardware
- hardware design
- field programmable gate array
- software implementation
- dynamic reconfiguration
- fpga technology
- hardware architectures
- support vector
- xilinx virtex
- low cost
- reconfigurable hardware
- general purpose processors
- support vector machine svm
- hardware software
- fpga implementation
- high bandwidth
- parallel architecture
- support vector machine
- feature selection
- fpga device
- object detection
- image processing algorithms
- hardware and software
- pipelined architecture
- single chip
- linear svm
- storage devices
- low power
- file system
- software architecture
- high speed
- functional units
- parallel hardware
- stream processing
- signal processor