Prototype of Low Complexity CNN Hardware Accelerator with FPGA-based PYNQ Platform for Dual-Mode Biometrics Recognition.
Yu-Hsiang ChenChih-Peng FanRobert Chen-Hao ChangPublished in: ISOCC (2020)
Keyphrases
- low complexity
- field programmable gate array
- mode decision
- vlsi architecture
- convolutional neural network
- hardware implementation
- real time
- hardware architecture
- hardware design
- human identification
- biometric recognition
- lower complexity
- motion estimation
- computational complexity
- embedded systems
- gait recognition
- video encoding
- biometric systems
- low cost
- image processing algorithms
- distributed video coding
- high data rate
- multiple description coding
- wireless video
- parallel computing
- recognition algorithm
- bit plane
- computing platform
- computing systems
- feature extraction
- image processing
- video streaming
- machine learning
- bi directional
- palmprint
- image compression
- video encoder
- high speed
- computer vision