FPGA-Based Acceleration of Convolutional Neural Network for Gesture Recognition Using mm-Wave FMCW Radar.
Rizwan Tariq SyedYanhua ZhaoMarkus UlbrichtVladica SarkMilos KrsticPublished in: NorCAS (2022)
Keyphrases
- convolutional neural network
- face detection
- gesture recognition
- signal processing
- hidden markov models
- hardware implementation
- radar images
- neural network
- rms error
- application specific
- average error
- target recognition
- hand gestures
- hardware design
- continuous stream
- automatic target recognition
- hardware software partitioning
- video processing
- radar signal
- computer vision
- hardware architecture
- multimodal interfaces
- sea surface
- millimeter wave
- clinical setting
- hand gesture recognition
- field programmable gate array
- cross section
- object detection
- pairwise
- radar data
- visual feedback
- weather data
- object recognition
- real time
- wave equation
- human computer interaction
- embedded systems