Abstract: Segmenting individual trees from airborne LiDAR point cloud data is critical for forest management ... transformation-invariant feature extraction, an energy-based segmentation loss, and ...

Abstract: Forest monitoring using LiDAR has proven highly effective for obtaining detailed 3D point clouds, enabling individual tree analysis. This study introduces a novel segmentation algorithm ...

The concept of LiDAR was first discovered in 1930 to estimate the distance and density of clouds using searchlights, ...

Welcome to the code repository for the paper "Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds". This repository contains the implementation of our learning-based approach to ...

38-Cloud dataset is introduced in [1], yet it is a modification of the dataset in [2]. The entire images of these scenes are cropped into multiple 384*384 patches to be proper for deep learning-based ...

Shannxi Province, Computer Engineering Department, Xidian University, No. 2, South Taibai Rd 710071, P. R. China ...

Accelerate your tech game Paid Content How the New Space Race Will Drive Innovation How the metaverse will change the future of work and society Managing the Multicloud The Future of the Internet ...