Challa S. S. R. Kumar

Cross-Regional Urban Semantic Segmentation of Airborne LiDAR Point Clouds using Superpoint Transformers

The increasing demand for accurate and scalable urban scene understanding has driven the development of deep learning methods for LiDAR point cloud semantic segmentation. This paper presents a cross-regional evaluation of a Superpoint Transformer (SPT) based segmentation framework within a unified processing pipeline....