An FPGA Realization of OpenPose Based on a Sparse Weight Convolutional Neural Network.
Akira JingujiTomoya FujiiShimpei SatoHiroki NakaharaPublished in: FPT (2018)
Keyphrases
- convolutional neural network
- face detection
- neural network
- high speed
- low cost
- hardware implementation
- high dimensional
- sparse matrix
- sparse data
- sparse representation
- sparse coding
- real time
- field programmable gate array
- real time image processing
- computer vision
- hardware design
- hardware architecture
- multiscale
- principal component analysis
- dedicated hardware
- hardware architectures