Hardware Implementation of Convolutional Neural Network for Face Feature Extraction.
Ru DingXuemei TianGuoqiang BaiGuangda SuXingjun WuPublished in: ASICON (2019)
Keyphrases
- hardware implementation
- convolutional neural network
- feature extraction
- face detection
- face images
- efficient implementation
- human faces
- signal processing
- dedicated hardware
- face recognition
- hardware design
- fpga implementation
- human recognition
- software implementation
- feature vectors
- feature space
- human identification
- hardware architecture
- wavelet transform
- low cost
- facial features
- pattern recognition
- feature selection
- neural network
- field programmable gate array
- principal component analysis
- image processing
- image processing algorithms
- memory management
- object detection
- pipeline architecture
- parallel architecture
- palmprint
- low power
- facial expressions
- real time
- fpga technology