Machine-learned Regularization and Polygonization of Building Segmentation Masks

24 July 2020

Stefano Zorzi

K. Bittner

Friedrich Fraundorfer

GAN

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Papers citing "Machine-learned Regularization and Polygonization of Building Segmentation Masks"

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Title
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
Unit Region Encoding: A Unified and Compact Geometry-aware Representation for Floorplan Applications Huichao Zhang Pengyu Wang Manyi Li Z. Li Yaguang Wu 46 0 0 19 Jan 2025
Pix2Poly: A Sequence Prediction Method for End-to-end Polygonal Building Footprint Extraction from Remote Sensing Imagery Yeshwanth Kumar Adimoolam Charalambos (Charis) Poullis Melinos Averkiou 77 0 0 10 Dec 2024
GeoFormer: A Multi-Polygon Segmentation Transformer Maxim Khomiakov Michael Riis Andersen J. Frellsen 68 0 0 25 Nov 2024
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction Weiqin Jiao Claudio Persello G. Vosselman 3DV 23 2 0 20 Jul 2024
P2PFormer: A Primitive-to-polygon Method for Regular Building Contour Extraction from Remote Sensing Images Tao Zhang Shiqing Wei Yikang Zhou M. Luo Wenling You Shunping Ji 19 1 0 05 Jun 2024
3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions Weijia Li Haote Yang Zhenghao Hu Juepeng Zheng Gui-Song Xia Conghui He 3DV 33 6 0 07 Apr 2024
HiT: Building Mapping with Hierarchical Transformers Mingming Zhang Qingjie Liu Yunhong Wang ViT 24 6 0 18 Sep 2023
Building Footprint Extraction in Dense Areas using Super Resolution and Frame Field Learning Vuong Nguyen Anh Ho Duc Anh Vu Nguyen Thi Ngoc Anh Tran Ngoc Thang 14 3 0 04 Sep 2023
Efficient Deduplication and Leakage Detection in Large Scale Image Datasets with a focus on the CrowdAI Mapping Challenge Dataset Yeshwanth Kumar Adimoolam B. Chatterjee Charalambos (Charis) Poullis Melinos Averkiou 14 4 0 05 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
BuildMapper: A Fully Learnable Framework for Vectorized Building Contour Extraction Shiqing Wei Tao Zhang Shunping Ji M. Luo J. Gong 22 58 0 07 Nov 2022
PolyBuilding: Polygon Transformer for End-to-End Building Extraction Yuan Hu Zhibin Wang Zhou Huang Yu Liu 3DV ViT 19 9 0 03 Nov 2022
Transformers For Recognition In Overhead Imagery: A Reality Check Francesco Luzi Aneesh Gupta L. Collins Kyle Bradbury Jordan M. Malof ViT 24 4 0 23 Oct 2022
Accurate Polygonal Mapping of Buildings in Satellite Imagery Bowen Xu Jiakun Xu Nan Xue Guisong Xia 18 13 0 01 Aug 2022
Primitive Graph Learning for Unified Vector Mapping Lei Wang Min Dai Jianan He Jingwei Huang Mingwei Sun 17 0 0 28 Jun 2022
Uncertainty, Edge, and Reverse-Attention Guided Generative Adversarial Network for Automatic Building Detection in Remotely Sensed Images Somrita Chattopadhyay A. Kak 18 4 0 10 Dec 2021
PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images Stefano Zorzi S. Bazrafkan Stefan Habenschuss Friedrich Fraundorfer 14 79 0 30 Nov 2021
Machine-learned 3D Building Vectorization from Satellite Imagery Yi Wang Stefano Zorzi K. Bittner 3DPC 17 25 0 13 Apr 2021
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery Aatif Jiwani Shubhrakanti Ganguly Chao Ding Nan Zhou David M. Chan 13 22 0 02 Apr 2021
Polygonal Building Segmentation by Frame Field Learning N. Girard Dmitriy Smirnov Justin Solomon Y. Tarabalka 6 26 0 30 Apr 2020