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Earth observation is a fundamental tool for monitoring the evolution of land use in specific areas of interest.
A theoretical framework for unsupervised change detection based on change vector analysis in the polar domain
Francesca Bovolo and Lorenzo Bruzzone · 2006
Earlier work this paper cites.
A multilevel parcel-based approach to change detection in very high resolution multitemporal images
Francesca Bovolo · 2008
Earlier work this paper cites.
Free access to landsat imagery
Curtis E Woodcock, Richard Allen, Martha Anderson, Alan Belward, Robert Bindschadler, Warren Cohen, Feng Gao, Samuel N Goward, Dennis Helder, Eileen Helmer, et al · 2008
Earlier work this paper cites.
Constrained optical flow for aerial image change detection
Nicolas Bourdis, Denis Marraud, and Hichem Sahbi · 2011
Earlier work this paper cites.
A framework for automatic and unsupervised detection of multiple changes in multitemporal images
Francesca Bovolo, Silvia Marchesi, and Lorenzo Bruzzone · 2011
Earlier work this paper cites.
Sentinel-2: Esa’s optical high-resolution mission for gmes operational services
Matthias Drusch, Umberto Del Bello, Sébastien Carlier, Olivier Colin, Veronica Fernandez, Ferran Gascon, Bianca Hoersch, Claudia Isola, Paolo Laberinti, Philippe Martimort, et al · 2012
Earlier work this paper cites.
Fully convolutional networks for semantic segmentation
Jonathan Long, Evan Shelhamer, and Trevor Darrell · 2015
Earlier work this paper cites.
U-net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Earlier work this paper cites.
Learning a transferable change rule from a recurrent neural network for land cover change detection
Haobo Lyu, Hui Lu, and Lichao Mou · 2016
Earlier work this paper cites.
Robust change vector analysis (rcva) for multi-sensor very high resolution optical satellite data
Frank Thonfeld, Hannes Feilhauer, Matthias Braun, and Gunter Menz · 2016
Earlier work this paper cites.
Esa’s earth observation strategy and copernicus
Josef Aschbacher · 2017
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Segnet: A deep convolutional encoder-decoder architecture for image segmentation
Vijay Badrinarayanan, Alex Kendall, and Roberto Cipolla · 2017
Earlier work this paper cites.
Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs
Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, and Alan L Yuille · 2017
Earlier work this paper cites.
Rethinking atrous convolution for semantic image segmentation
Liang-Chieh Chen, George Papandreou, Florian Schroff, and Hartwig Adam · 2017
Earlier work this paper cites.
Feature pyramid networks for object detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick, Kaiming He, Bharath Hariharan, and Serge Belongie · 2017
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
Earlier work this paper cites.
Change detection based on deep siamese convolutional network for optical aerial images
Yang Zhan, Kun Fu, Menglong Yan, Xian Sun, Hongqi Wang, and Xiaosong Qiu · 2017
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Encoder-decoder with atrous separable convolution for semantic image segmentation
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam · 2018
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Functional map of the world
Gordon Christie, Neil Fendley, James Wilson, and Ryan Mukherjee · 2018
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Fully convolutional siamese networks for change detection
Rodrigo Caye Daudt, Bertr Le Saux, and Alexandre Boulch · 2018
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Urban change detection for multispectral earth observation using convolutional neural networks
Rodrigo Caye Daudt, Bertr Le Saux, Alexandre Boulch, and Yann Gousseau · 2018
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Deepglobe 2018: A challenge to parse the earth through satellite images
isaid: A large-scale dataset for instance segmentation in aerial images
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, and Xiang Bai · 2019
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Spacenet mvoi: A multi-view overhead imagery dataset
Nicholas Weir, David Lindenbaum, Alexei Bastidas, Adam Van Etten, Sean McPherson, Jacob Shermeyer, Varun Kumar, and Hanlin Tang · 2019
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Hi-ucd: A large-scale dataset for urban semantic change detection in remote sensing imagery
Shiqi Tian, Ailong Ma, Zhuo Zheng, and Yanfei Zhong · 2020
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Deep high-resolution representation learning for visual recognition
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, et al · 2020
Later among the works it cites.
Foreground-aware relation network for geospatial object segmentation in high spatial resolution remote sensing imagery
Zhuo Zheng, Yanfei Zhong, Junjue Wang, and Ailong Ma · 2020
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Ilke Demir, Krzysztof Koperski, David Lindenbaum, Guan Pang, Jing Huang, Saikat Basu, Forest Hughes, Devis Tuia, and Ramesh Raskar · 2018
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2d semantic labeling dataset, 2018
ISPRS Potsdam · 2018
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2d semantic labeling dataset, 2018
ISPRS Vaihingen · 2018
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Spacenet: A remote sensing dataset and challenge series
Adam Van Etten, Dave Lindenbaum, and Todd M Bacastow · 2018
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Dota: A large-scale dataset for object detection in aerial images
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, and Liangpei Zhang · 2018
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Hongruixuan Chen, Chen Wu, Bo Du, and Liangpei Zhang · 2019
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Multitask learning for large-scale semantic change detection
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch, and Yann Gousseau · 2019
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Object detection in aerial images: A large-scale benchmark and challenges
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Micheal Ying Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, et al · 2021
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Denethor: The dynamicearthnet dataset for harmonized, inter-operable, analysis-ready, daily crop monitoring from space
Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, et al · 2021
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Spatial context awareness for unsupervised change detection in optical satellite images
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, and Xiao Xiang Zhu · 2021
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Semi-supervised semantic segmentation with directional context-aware consistency
Xin Lai, Zhuotao Tian, Li Jiang, Shu Liu, Hengshuang Zhao, Liwei Wang, and Jiaya Jia · 2021
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Pointflow: Flowing semantics through points for aerial image segmentation
Xiangtai Li, Hao He, Xia Li, Duo Li, Guangliang Cheng, Jianping Shi, Lubin Weng, Yunhai Tong, and Zhouchen Lin · 2021
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Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change
V. Masson-Delmotte, P. Zhai, A. Pirani, S.L. Connors, C. Péan, S. Berger, N. Caud, Y. Chen, L. Goldfarb, M.I. Gomis, M. Huang, L. Leitzell, E. Lonnoy, J.B.R. Matthews, T.K. Maycock, T. Waterfield, O. Yelekci, R. Yu, and B. Zhou · 2021
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Sentinel-2 forest loss alert
A.H. Pickens, M.C. Hansen, B. Adusei, and Potapov P · 2021
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Earthnet2021: A large-scale dataset and challenge for earth surface forecasting as a guided video prediction task
Christian Requena-Mesa, Vitus Benson, Markus Reichstein, Jakob Runge, and Joachim Denzler · 2021
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Panoptic segmentation of satellite image time series with convolutional temporal attention networks
Vivien Sainte Fare Garnot and Loic Landrieu · 2021
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The multi-temporal urban development spacenet dataset
Adam Van Etten, Daniel Hogan, Jesus Martinez Manso, Jacob Shermeyer, Nicholas Weir, and Ryan Lewis · 2021
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Qfabric: Multi-task change detection dataset
Sagar Verma, Akash Panigrahi, and Siddharth Gupta · 2021
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