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DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation
Synthetic aperture radar (SAR) images provide all-weather and all-time capabilities for Earth
observation, which becomes highly beneficial in the field of intelligent remote sensing (RS) …
observation, which becomes highly beneficial in the field of intelligent remote sensing (RS) …
PiCoCo: Pixelwise contrast and consistency learning for semisupervised building footprint segmentation
Building footprint segmentation from high-resolution remote sensing (RS) images plays a
vital role in urban planning, disaster response, and population density estimation …
vital role in urban planning, disaster response, and population density estimation …
[HTML][HTML] Accurate and complete line segment extraction for large-scale point clouds
X **n, W Huang, S Zhong, M Zhang, Z Liu… - International Journal of …, 2024 - Elsevier
Line segment extraction from point clouds is critical for analyzing and understanding large-
scale scenes. The main challenge is to generate line segments accurately as well as …
scale scenes. The main challenge is to generate line segments accurately as well as …
Building outline extraction using adaptive tracing alpha shapes and contextual topological optimization from airborne LiDAR
K Liu, H Ma, L Zhang, L Gao, S **ang, D Chen… - Automation in …, 2024 - Elsevier
It is challenging to extract satisfactory building outlines from LiDAR data due to the
unorganized point cloud and complex building shapes. To solve the issues, a method using …
unorganized point cloud and complex building shapes. To solve the issues, a method using …
Knowledge-driven inference for automatic reconstruction of indoor detailed as-built BIMs from laser scanning data
In spite of recent advances, a significant disparity between automatically reconstructed
building information models (BIMs) and real scenes persists, particularly within complex …
building information models (BIMs) and real scenes persists, particularly within complex …
A lightweight network for building extraction from remote sensing images
Building extraction is a fundamental research topic in remote sensing image interpretation.
Convolutional neural network (CNN)-based building extraction algorithms have achieved …
Convolutional neural network (CNN)-based building extraction algorithms have achieved …
[HTML][HTML] Shape-preserving mesh decimation for 3D building modeling
J Li, D Chen, F Hu, Y Wang, P Li… - International Journal of …, 2024 - Elsevier
We propose a shape-preserving building model reconstruction method that involves
simplifying the original building mesh to accommodate various building shapes and …
simplifying the original building mesh to accommodate various building shapes and …