Lidar technology has tested instrumental in forensic investigations, serving to reconstruct criminal offense scenes and Obtain critical evidence.During this context, a minimal likelihood random sampling module is employed for cutting down the processing time and increasing the convergence speed. Thereafter, the local multi-dimensional feature fusio