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Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets

JOURNAL ARTICLE published 28 February 2021 in Remote Sensing

Research funded by National Key R&D Program of China (2019YFE0127400,19K20309) | National Natural Science Foundation of China (41671391,41922043,41871287)

Authors: Chuyi Wu | Feng Zhang | Junshi Xia | Yichen Xu | Guoqing Li | Jibo Xie | Zhenhong Du | Renyi Liu

https://doi.org/10.3390/rs13050905 Actions

Land Use Land Cover (LULC) Change Detection Mapping by using Remote Sensing Techniques In Case Kurabas kebele, Takussa woreda , centeral Gondar Zone, Ethiopia

JOURNAL ARTICLE published September 2022 in Journal of Economics and Sustainable Development

https://doi.org/10.7176/jesd/13-17-02 Actions

Unsupervised Deep Noise Modeling for Hyperspectral Image Change Detection

JOURNAL ARTICLE published 28 January 2019 in Remote Sensing

Authors: Xuelong Li | Zhenghang Yuan | Qi Wang

https://doi.org/10.3390/rs11030258 Actions

FORMOSAT-2 Images in Mapping of South Asia Tsunami Disaster

BOOK CHAPTER published 9 December 2009 in Remote Sensing of Coastal Environments

https://doi.org/10.1201/9781420094428-17 Actions

A Review on Deep Learning Techniques for 3D Sensed Data Classification

JOURNAL ARTICLE published 25 June 2019 in Remote Sensing

Authors: David Griffiths | Jan Boehm

https://doi.org/10.3390/rs11121499 Actions

Newly Built Construction Detection in SAR Images Using Deep Learning

JOURNAL ARTICLE published 18 June 2019 in Remote Sensing

Authors: Raveerat Jaturapitpornchai | Masashi Matsuoka | Naruo Kanemoto | Shigeki Kuzuoka | Riho Ito | Ryosuke Nakamura

https://doi.org/10.3390/rs11121444 Actions

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

JOURNAL ARTICLE published 1 June 2019 in Remote Sensing

Research funded by Gordon and Betty Moore Foundation (GBMF4563)

Authors: Ben G. Weinstein | Sergio Marconi | Stephanie Bohlman | Alina Zare | Ethan White

https://doi.org/10.3390/rs11111309 Actions

Hurricane Building Damage Assessment using Post-Disaster UAV Data

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

Authors: Junho Yeom | Youkyung Han | Anjin Chang | Jinha Jung

https://doi.org/10.1109/igarss.2019.8900477 Actions

Next Generation Mapping: Combining Deep Learning, Cloud Computing, and Big Remote Sensing Data

JOURNAL ARTICLE published 3 December 2019 in Remote Sensing

Research funded by Gordon and Betty Moore Foundation (GBMF6898)

Authors: Leandro Parente | Evandro Taquary | Ana Silva | Carlos Souza | Laerte Ferreira

https://doi.org/10.3390/rs11232881 Actions

Deep Self-Learning Network for Adaptive Pansharpening

JOURNAL ARTICLE published 16 October 2019 in Remote Sensing

Research funded by Natural Science Foundation of China (Nos. 41501368, 41531178)

Authors: Jie Hu | Zhi He | Jiemin Wu

https://doi.org/10.3390/rs11202395 Actions

Radiation Mapping in Post-Disaster Environments Using an Autonomous Helicopter

JOURNAL ARTICLE published 5 July 2012 in Remote Sensing

Authors: Jerry Towler | Bryan Krawiec | Kevin Kochersberger

https://doi.org/10.3390/rs4071995 Actions

Earthquake/Tsunami Damage Assessment for Urban Areas Using Post-Event PolSAR Data

JOURNAL ARTICLE published 8 July 2018 in Remote Sensing

Research funded by China Scholarship Council (201708050001)

Authors: Yaqi Ji | Josaphat Sri Sumantyo | Ming Chua | Mirza Waqar

https://doi.org/10.3390/rs10071088 Actions

Rating the quality of post-disaster damage maps: Mapping building damage after the 2010 Haiti earthquake

PROCEEDINGS ARTICLE published July 2013 in 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS

Authors: Giles M. Foody

https://doi.org/10.1109/igarss.2013.6721249 Actions

Deep Metric Learning for Damage Detection Using Bitemporal Satellite Images

PROCEEDINGS ARTICLE published 11 July 2021 in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS

Authors: Molan Zhang | ZhiQiang Chen

https://doi.org/10.1109/igarss47720.2021.9553775 Actions

Oceanic Mesoscale Eddy Detection Method Based on Deep Learning

JOURNAL ARTICLE published 17 August 2019 in Remote Sensing

Authors: Zijun Duo | Wenke Wang | Huizan Wang

https://doi.org/10.3390/rs11161921 Actions

Mapping building change detection in very high-resolution remote sensing imagery with a deep learning method

PROCEEDINGS ARTICLE published 23 January 2024 in Fourth International Conference on Geology, Mapping, and Remote Sensing (ICGMRS 2023)

Authors: Jiang Zhuoyi | Hua Zhang | Zijun Yang | Jun Guo | Zhipan Wang

Editors: Yi Wang | Tao Chen

https://doi.org/10.1117/12.3019566 Actions

TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric Change Detection Using Transfer Learning

JOURNAL ARTICLE published 18 January 2022 in Remote Sensing

Authors: Rezvan Habibollahi | Seyd Teymoor Seydi | Mahdi Hasanlou | Masoud Mahdianpari

https://doi.org/10.3390/rs14030438 Actions

Using Machine-Learning for the Damage Detection of Harbour Structures

JOURNAL ARTICLE published 24 May 2022 in Remote Sensing

Research funded by Federal Ministry of Transport and Digital Infrastructure (19H18011C)

Authors: Frederic Hake | Leonard Göttert | Ingo Neumann | Hamza Alkhatib

https://doi.org/10.3390/rs14112518 Actions

Sample Selection Based Change Detection with Dilated Network Learning in Remote Sensing Images

JOURNAL ARTICLE published December 2019 in Sensing and Imaging

Authors: N. Venugopal

https://doi.org/10.1007/s11220-019-0252-0 Actions

A Review of Deep-Learning Methods for Change Detection in Multispectral Remote Sensing Images

JOURNAL ARTICLE published 16 April 2023 in Remote Sensing

Authors: Eleonora Jonasova Parelius

https://doi.org/10.3390/rs15082092 Actions
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