Recognition of building shape in maps using deep graph filter neural network

BuildMapper: A fully learnable framework for vectorized building contour extraction

(2023) Shiqing Wei et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery

(2021) Haonan Guo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps

(2020) Xiongfeng Yan et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Multiscale U-Shaped CNN Building Instance Extraction Framework With Edge Constraint for High-Spatial-Resolution Remote Sensing Imagery

(2020) Yuanyuan Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

(2019) Yilei Shi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Graph Signal Processing: Overview, Challenges, and Applications

(2018) Antonio Ortega et al.   PROCEEDINGS OF THE IEEE

Change Detection for Building Footprints with Different Levels of Detail Using Combined Shape and Pattern Analysis

(2018) Xiaodong Zhou et al.   ISPRS International Journal of Geo-Information

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Quality assessment of building footprint data using a deep autoencoder network

(2017) Yongyang Xu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Discrete Signal Processing on Graphs

(2013) Aliaksei Sandryhaila et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Automatic classification of building types in 3D city models

(2011) André Henn et al.   GEOINFORMATICA

Influencing factors and partitioning of respiration in a Leymus chinensis steppe in Xilin River Basin, Inner Mongolia, China

(2011) Yuanbo Geng et al.   Journal of Geographical Sciences