Pedestrian detection method and detection system thereof
A pedestrian detection and detection method technology, applied in the direction of instruments, character and pattern recognition, computer components, etc., can solve the problem of poor detection robustness and real-time performance, real-time and low accuracy of laser cloud point processing, pedestrian detection system Reliability is not strong and other problems, to achieve the effect of improving reliability and robustness
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[0048] The invention mainly acquires laser cloud point data of obstacles in front of the vehicle by installing a laser range finder on the vehicle, and uses K-means clustering analysis to detect pedestrian targets in real time.
[0049]The laser pedestrian detection system based on K-means cluster analysis is mainly composed of laser scanner module, laser data preprocessing module, pedestrian detection module and pedestrian discrimination module based on K-means algorithm cluster analysis. Specifically, the laser scanner module is used to establish a laser cloud point data collection system, which can control the collection of laser cloud point data in real time; in the laser data data preprocessing module, considering the continuity of laser cloud point data and only identifying the For the pedestrians of the vehicle, redundant laser cloud point data irrelevant to detection is eliminated, the amount of data analysis is reduced, and the operating efficiency of the entire system...
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