PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

30 November 2021

Papers citing "PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images"

10 / 10 papers shown

Title
Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing Fahong Zhang Yilei Shi Xiao Xiang Zhu 43 0 0 02 May 2025
LDPoly: Latent Diffusion for Polygonal Road Outline Extraction in Large-Scale Topographic Mapping Weiqin Jiao Hao Cheng G. Vosselman Claudio Persello 81 0 0 29 Apr 2025
Polygonizing Roof Segments from High-Resolution Aerial Images Using Yolov8-Based Edge Detection Qipeng Mei Dimitri Bulatov Dorota Iwaszczuk 54 0 0 12 Mar 2025
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction Weiqin Jiao Claudio Persello G. Vosselman 3DV 21 2 0 20 Jul 2024
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph Dazhou Yu Yuntong Hu Yun-Qing Li Liang Zhao 64 8 0 30 Jun 2024
GlobalMapper: Arbitrary-Shaped Urban Layout Generation Liu He Daniel G. Aliaga 28 15 0 19 Jul 2023
SuperpixelGraph: Semi-automatic generation of building footprint through semantic-sensitive superpixel and neural graph networks Haojia Yu Han Hu Bo Xu Qisen Shang Zhendong Wang Qing Zhu 28 5 0 12 Apr 2023
BiSVP: Building Footprint Extraction via Bidirectional Serialized Vertex Prediction Mingming Zhang Ye Du Zhenghui Hu Qingjie Liu Yunhong Wang 21 2 0 01 Mar 2023
Accurate Polygonal Mapping of Buildings in Satellite Imagery Bowen Xu Jiakun Xu Nan Xue Guisong Xia 18 13 0 01 Aug 2022
VectorMapNet: End-to-end Vectorized HD Map Learning Yicheng Liu Tianyuan Yuan Yue Wang Yilun Wang Hang Zhao 21 188 0 17 Jun 2022