YANG Liu, LU Jinzheng. Optimization and implementation of pedestrian detection system in surveillance video based on DSP[J]. 2021, 40(1): 91-93+97. DOI: 10.13873/J.1000-9787(2021)01-0091-03.
Aiming at the problem of low efficiency and poor real-time performance of pedestrian detection algorithm in embedded platform
a fast pedestrian detection system based on digital signal processor(DSP) is designed in this work.Firstly
the compatibility problem of Open CV on the DSP platform is solved by modification.Then
the pedestrian detection algorithm by combining a background model based on vibe and histogram of oriented gradient(HOG) plus support vector machine(SVM) is transplanted to the embedded DSP platform.Finally
various optimization techniques are used to optimize the program.The experimental results show that the detection system can effectively detect pedestrians on the embedded TMS320 C6657 DSP platform
and improve the detection speed through optimization.