An end-to-end shape modeling framework for vectorized building outline generation from aerial images

Automatic building extraction from high-resolution aerial images and LiDAR data using gated residual refinement network

(2019) Jianfeng Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

Superpixel-enhanced deep neural forest for remote sensing image semantic segmentation

(2019) Li Mi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States

(2018) Hsiuhan Lexie Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep multi-task learning for a geographically-regularized semantic segmentation of aerial images

(2018) Michele Volpi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Classification with an edge: Improving semantic image segmentation with boundary detection

(2018) D. Marmanis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-sensor feature fusion for very high spatial resolution built-up area extraction in temporary settlements

(2018) Patrick Aravena Pelizari et al.   REMOTE SENSING OF ENVIRONMENT

Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks

(2018) Ksenia Bittner et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Boundary Regulated Network for Accurate Roof Segmentation and Outline Extraction

(2018) Guangming Wu et al.   Remote Sensing

Detecting Building Edges from High Spatial Resolution Remote Sensing Imagery Using Richer Convolution Features Network

(2018) Tingting Lu et al.   Remote Sensing

Aerial imagery for roof segmentation: A large-scale dataset towards automatic mapping of buildings

(2018) Qi Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Correcting rural building annotations in OpenStreetMap using convolutional neural networks

(2018) John E. Vargas-Muñoz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Deep Learning Approach on Building Detection from Unmanned Aerial Vehicle-Based Images in Riverbank Monitoring

(2018) Wuttichai Boonpook et al.   SENSORS

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

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Building segmentation and outline extraction from UAV image-derived point clouds by a line growing algorithm

(2017) Yucheng Dai et al.   International Journal of Digital Earth

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

Village Building Identification Based on Ensemble Convolutional Neural Networks

(2017) Zhiling Guo et al.   SENSORS

Building Detection From Monocular VHR Images by Integrated Urban Area Knowledge

(2015) Andrea Manno-Kovacs 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

Object-based sub-pixel mapping of buildings incorporating the prior shape information from remotely sensed imagery

(2012) Feng Ling et al.   International Journal of Applied Earth Observation and Geoinformation

Urban-Area and Building Detection Using SIFT Keypoints and Graph Theory

(2009) B. Sirmacek et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

OpenStreetMap: User-Generated Street Maps

(2008) M. Haklay et al.   IEEE PERVASIVE COMPUTING