Semantic Segmentation of Building Roof in Dense Urban Environment with Deep Convolutional Neural Network: A Case Study Using GF2 VHR Imagery in China

An Exploration of Some Pitfalls of Thematic Map Assessment Using the New Map Tools Resource

(2018) Carl Salk et al.   Remote Sensing

Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model

(2017) Li Sun et al.   IEEE Geoscience and Remote Sensing Letters

A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery

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

Shape-Based Building Detection in Visible Band Images Using Shadow Information

(2017) Tran-Thanh Ngo 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

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

Sustainability in an urbanizing planet

(2017) Karen C. Seto et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

MRF-based segmentation and unsupervised classification for building and road detection in peri-urban areas of high-resolution satellite images

(2016) Ilias Grinias et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A survey on object detection in optical remote sensing images

(2016) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Updating urban extents with nighttime light imagery by using an object-based thresholding method

(2016) Yanhua Xie et al.   REMOTE SENSING OF ENVIRONMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

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

Automatic extraction of building roofs using LIDAR data and multispectral imagery

(2013) Mohammad Awrangjeb et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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