Real-Time Block-Based Embedded CNN for Gesture Classification on an FPGA.
Ching-Chen WangYu-Chun DingChing-Te ChiuChao-Tsung HuangYen-Yu ChengShih-Yi SunChih-Han ChengHsueh-Kai KuoPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2021)
Keyphrases
- real time
- pattern recognition
- classification accuracy
- low cost
- text classification
- high speed
- convolutional neural network
- classification algorithm
- feature vectors
- feature space
- smart camera
- feature selection
- hidden markov models
- decision trees
- class labels
- fpga hardware
- classification models
- gesture recognition
- embedded systems
- automatic classification
- classification scheme
- cellular neural networks
- pattern classification
- data acquisition
- classification method
- support vector
- feature extraction
- machine learning
- low power
- signal processing
- supervised learning
- video processing
- support vector machine
- visual feedback