1. Design of Gait Recognition System Based on FPGA and DSP
- Author
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Li Tao Jiao, Li Yan Liu, Zheng Hong Deng, and Shan Shan Zhao
- Subjects
Engineering ,Zernike polynomials ,business.industry ,Feature extraction ,General Medicine ,k-nearest neighbors algorithm ,symbols.namesake ,Gait (human) ,Parallel processing (DSP implementation) ,symbols ,Digital signal ,business ,Field-programmable gate array ,Computer hardware ,Digital signal processing - Abstract
According to the trend of the intelligent monitoring system, on the basis of the study of gait recognition algorithm, the intelligent monitoring system is designed based on FPGA and DSP; On the one hand, FPGA’s flexibility and fast parallel processing algorithms when designing can be both used to avoid that circuit can not be modified after designed; On the other hand, the advantage of processing the digital signal of DSP is fully taken. In the feature extraction and recognition, Zernike moment is selected, at the same time the system uses the nearest neighbor classification method which is more mature and has good real-time performance. Experiments show that the system has high recognition rate.
- Published
- 2014