Object detection and tracking method of fusing laser point clouds and images
A target detection, laser point cloud technology, applied in the direction of instrument, character and pattern recognition, scene recognition, etc., can solve the problems of low stability and reliability, reduce image search space, underutilize point cloud information, etc., to achieve accurate goals Detection tracking, improving detection efficiency, high stability and reliability
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[0053] The present invention will be further described below in conjunction with the accompanying drawings and specific preferred embodiments, but the protection scope of the present invention is not limited thereby.
[0054] Such as figure 1 As shown, the target detection and tracking method of the fusion of laser point cloud and image in this embodiment, the steps include:
[0055] S1. Collect the laser point cloud data and image data of the target respectively, perform the first target detection according to the collected point cloud data, obtain the first target detection result, and perform the second target detection according to the collected image data, and obtain the second target detection result. Target detection results;
[0056] S2. Based on the Bayesian decision, the first target detection result and the second target detection result are fused and judged to obtain the final target detection result output;
[0057] S3. Perform target tracking according to the f...
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