Building outline delineation: From aerial images to polygons with an improved end-to-end learning framework

Semantic Segmentation-Based Building Footprint Extraction Using Very High-Resolution Satellite Images and Multi-Source GIS Data

(2019) Weijia Li et al.   Remote Sensing

Building Instance Change Detection from Large-Scale Aerial Images using Convolutional Neural Networks and Simulated Samples

(2019) Shunping Ji et al.   Remote Sensing

Improving public data for building segmentation from Convolutional Neural Networks (CNNs) for fused airborne lidar and image data using active contours

(2019) David Griffiths et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Toward Automatic Building Footprint Delineation From Aerial Images Using CNN and Regularization

(2019) Shiqing Wei 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

Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images

(2017) Claudio Persello et al.   IEEE Geoscience and Remote Sensing Letters

Building Outline Extraction Using a Heuristic Approach Based on Generalization of Line Segments

(2017) Tahmineh Partovi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Simultaneous extraction of roads and buildings in remote sensing imagery with convolutional neural networks

(2017) Rasha Alshehhi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

A Metric for Polygon Comparison and Building Extraction Evaluation

(2015) Janja Avbelj et al.   IEEE Geoscience and Remote Sensing Letters

Building extraction from high-resolution optical spaceborne images using the integration of support vector machine (SVM) classification, Hough transformation and perceptual grouping

(2015) Mustafa Turker et al.   International Journal of Applied Earth Observation and Geoinformation

Automated detection of buildings from single VHR multispectral images using shadow information and graph cuts

(2013) Ali Ozgun Ok   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING