1. A vehicle for supporting an object processing, the vehicle comprising: a lidar sensor configured to collect multi-layer data corresponding to sensor information for a lateral surface for each vertical interval; and a controller configured to classify objects by clustering each layer for the multi-layer data, extract contours and shapes of the objects and then control a convergence of the objects based on a calculated value of a Mahalanobis distance between the clustered objects.