Laser scanners on a vehicle-based mobile mapping system can capture 3D point-clouds of roads and roadside objects. Since roadside objects have to be maintained periodically. their 3D models are useful for planning maintenance tasks. In our previous work. https://parisnaturalfoodes.shop/product-category/bcaa/