Improved change detection through post change classification: A case study using synthetic hyperspectral imagery

PROCEEDINGS ARTICLE published June 2010 in 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing

Authors: Karmon Vongsy | Michael J. Mendenhall

The 2011 Tohoku Tsunami from the Sky: A Review on the Evolution of Artificial Intelligence Methods for Damage Assessment

JOURNAL ARTICLE published 13 March 2021 in Geosciences

Authors: Jérémie Sublime

Deep Learning Approaches to Earth Observation Change Detection

JOURNAL ARTICLE published 13 October 2021 in Remote Sensing

Authors: Antonio Di Pilato | Nicolò Taggio | Alexis Pompili | Michele Iacobellis | Adriano Di Florio | Davide Passarelli | Sergio Samarelli

Deep Learning From Multiple Crowds: A Case Study of Humanitarian Mapping

JOURNAL ARTICLE published March 2019 in IEEE Transactions on Geoscience and Remote Sensing

Authors: Jiaoyan Chen | Yan Zhou | Alexander Zipf | Hongchao Fan

Post-Disaster Recovery Assessment with Machine Learning-Derived Land Cover and Land Use Information

JOURNAL ARTICLE published 17 May 2019 in Remote Sensing

Authors: Mohammadreza Sheykhmousa | Norman Kerle | Monika Kuffer | Saman Ghaffarian

Change detection in urban built-up volume using deep learning based segmentation techniques

PROCEEDINGS ARTICLE published 12 September 2021 in Remote Sensing Technologies and Applications in Urban Environments VI

Authors: Prakash P. S. | Bharath H. Aithal

Editors: Nektarios Chrysoulakis | Thilo Erbertseder | Ying Zhang

Automatic Vector-Based Road Structure Mapping Using Multibeam LiDAR

JOURNAL ARTICLE published 21 July 2019 in Remote Sensing

Research funded by National Key Research and Development Program of China (2018YFB0105103, 2017YFA0603104) | National Natural Science Foundation of China (U1764261, 41801335, and 41871370) | Shanghai Science and Technology Development Foundation (17DZ1100202, 16DZ1100701) | Fundamental Research Funds for the Central Universities (22120180095)

Authors: Junqiao Zhao | Xudong He | Jun Li | Tiantian Feng | Chen Ye | Lu Xiong

Tsunami flow measurement using the video recorded during the 2011 Tohoku tsunami attack

PROCEEDINGS ARTICLE published July 2012 in 2012 IEEE International Geoscience and Remote Sensing Symposium

Authors: Shunichi Koshimura | Satomi Hayashi

Differentially Deep Subspace Representation for Unsupervised Change Detection of SAR Images

JOURNAL ARTICLE published 21 November 2019 in Remote Sensing

Research funded by National Natural Science Foundation of China (61801332)

Authors: Bin Luo | Chudi Hu | Xin Su | Yajun Wang

Wildfire susceptibility mapping by incorporating damage proxy maps, differenced normalized burn Ratio, and deep learning algorithms based on sentinel-1/2 data: a case study on Maui Island, Hawaii

JOURNAL ARTICLE published 31 December 2024 in GIScience & Remote Sensing

Research funded by Innovative Human Resource Development for Local Intellectualization program through the Institute of Information & Communications Technology Planning & Evaluation (IITP-2024-RS-2023-00260267) | National Research Foundation of Korea (NRF) grant funded by the Korea government (NRF-2023R1A2C1007742)

Authors: Suci Ramayanti | BongChan Kim | Sungjae Park | Chang-Wook Lee

Automatic Shadow Detection in Urban Very-High-Resolution Images Using Existing 3D Models for Free Training

JOURNAL ARTICLE published 3 January 2019 in Remote Sensing

Research funded by Nederlandse Organisatie voor Wetenschappelijk Onderzoek (13729)

Authors: Kaixuan Zhou | Roderik Lindenbergh | Ben Gorte

SAR and optical remote sensing for urban damage detection and mapping: case studies

PROCEEDINGS ARTICLE published April 2007 in 2007 Urban Remote Sensing Joint Event

Authors: S. Stramondo | C. Bignami | N. Pierdicca | M. Chini

AUTOMATIC DAMAGE DETECTION OF STONE CULTURAL PROPERTY BASED ON DEEP LEARNING ALGORITHM

JOURNAL ARTICLE published 23 August 2019 in The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Authors: D. Kwon | J. Yu

Deep Learning For Land Cover Mapping Using Sentinel-2 Imagery: A Case Study At Greater Cairo, Egypt

PROCEEDINGS ARTICLE published 16 July 2023 in IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Authors: Muhammad Salem | Naoki Tsurusaki

Uncertainty Analysis for Object-Based Change Detection in Very High-Resolution Satellite Images Using Deep Learning Network

JOURNAL ARTICLE published 22 July 2020 in Remote Sensing

Research funded by National Research Foundation of Korea (2019R1A6A3A0109230211)

Authors: Ahram Song | Yongil Kim | Youkyung Han

Remote-Sensing Data and Deep-Learning Techniques in Crop Mapping and Yield Prediction: A Systematic Review

JOURNAL ARTICLE published 11 April 2023 in Remote Sensing

Authors: Abhasha Joshi | Biswajeet Pradhan | Shilpa Gite | Subrata Chakraborty

A Deep Learning Framework for Automatic Airplane Detection in Remote Sensing Satellite Images

PROCEEDINGS ARTICLE published March 2019 in 2019 IEEE Aerospace Conference

Authors: Ahmed Hassan | Wessam M. Hussein | Ehab Said | Mohamed E. Hanafy

Benthic Habitat Mapping Model and Cross Validation Using Machine-Learning Classification Algorithms

JOURNAL ARTICLE published 29 May 2019 in Remote Sensing

Authors: Pramaditya Wicaksono | Prama Ardha Aryaguna | Wahyu Lazuardi

Remote Sensing Approach for Mapping and Monitoring Tsunami Debris

PROCEEDINGS ARTICLE published July 2019 in IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium

Authors: Shunichi Koshimura | Takumi Fukuoka

Mapping Recent Lava Flows at Mount Etna Using Multispectral Sentinel-2 Images and Machine Learning Techniques

JOURNAL ARTICLE published 16 August 2019 in Remote Sensing

Authors: Claudia Corradino | Gaetana Ganci | Annalisa Cappello | Giuseppe Bilotta | Alexis Hérault | Ciro Del Negro