Systems and Methods for Efficient Rendering and Processing of Point Clouds Using Textures

A rendering system adapts textures used by a Graphics Processing Unit (“GPU”) for the purpose of transferring data points of a point cloud to the GPU for processing and rendering. The rendering system determines the GPU constraints, and obtains a tree-based representation for the point cloud data points. The rendering system selects nodes from the tree-based representation that represent at least a first set of data points within the field-of-view with a first level of detail, that represent a second set of data points within the field-of-view with a different second level of detail, and that collectively satisfy the GPU constraints. The rendering system partitions a texture into chunks, encodes each chunk with data from different selected nodes, and presents an image based on rendered partial images generated by the GPU for the texture chunks.