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TITLE = "Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution
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JOURNAL = RS,
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AUTHOR = "Chen, H.R.X. and Wu, C. and Du, B. and Zhang, L.P. and Wang, L.",
TITLE = "Change Detection in Multisource VHR Images via Deep Siamese
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JOURNAL = GeoRS,
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YEAR = "2020",
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PAGES = "2848-2864",
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AUTHOR = "Song, A. and Kim, Y. and Han, Y.K.",
TITLE = "Uncertainty Analysis for Object-Based Change Detection in Very
High-Resolution Satellite Images Using Deep Learning Network",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT305540"}
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AUTHOR = "Qian, Y.G. and Zhou, W.Q. and Yu, W.J. and Han, L.J. and Li, W.F. and Zhao, W.H.",
TITLE = "Integrating Backdating and Transfer Learning in an Object-Based
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YEAR = "2020",
NUMBER = "24",
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AUTHOR = "Chen, P. and Zhang, B. and Hong, D.F. and Chen, Z.C. and Yang, X. and Li, B.P.",
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AUTHOR = "Wang, C.C. and Sun, W.B. and Fan, D.Q. and Liu, X.D. and Zhang, Z.",
TITLE = "Adaptive Feature Weighted Fusion Nested U-Net with Discrete Wavelet
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NUMBER = "24",
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AUTHOR = "Chen, P. and Li, C. and Zhang, B. and Chen, Z.C. and Yang, X. and Lu, K.X. and Zhuang, L.",
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AUTHOR = "Sun, C.Z. and Wu, J.J. and Chen, H. and Du, C.",
TITLE = "SemiSANet: A Semi-Supervised High-Resolution Remote Sensing Image
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NUMBER = "12",
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NUMBER = "14",
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AUTHOR = "Wu, C. and Chen, H.R.X. and Du, B. and Zhang, L.P.",
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AUTHOR = "Ling, J. and Hu, L. and Cheng, L. and Chen, M.H. and Yang, X.",
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AUTHOR = "Lin, M. and Yang, G.Y. and Zhang, H.Y.",
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Densely-Connected Convolutional Neural Networks",
JOURNAL = RS,
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YEAR = "2019",
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AUTHOR = "Rußwurm, M. and Korner, M.",
TITLE = "Multi-Temporal Land Cover Classification with Sequential Recurrent
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JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305594"}
@inproceedings{bb311057,
AUTHOR = "Korner, M. and Rußwurm, M.",
TITLE = "Multi-Temporal Land Cover Classification with Sequential Recurrent
Encoders",
BOOKTITLE = Hannover17,
YEAR = "2017",
PAGES = "551-558",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305594"}
@article{bb311058,
AUTHOR = "Pelletier, C. and Webb, G.I. and Petitjean, F.",
TITLE = "Temporal Convolutional Neural Network for the Classification of
Satellite Image Time Series",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305595"}
@article{bb311059,
AUTHOR = "Lee, J. and Han, D. and Shin, M. and Im, J. and Lee, J. and Quackenbush, L.J.",
TITLE = "Different Spectral Domain Transformation for Land Cover
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JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305596"}
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AUTHOR = "Wang, B. and Choi, J. and Choi, S. and Lee, S. and Wu, P.H. and Gao, Y.",
TITLE = "Image Fusion-Based Land Cover Change Detection Using Multi-Temporal
High-Resolution Satellite Images",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305597"}
@article{bb311061,
AUTHOR = "Song, A. and Choi, J.",
TITLE = "Fully Convolutional Networks with Multiscale 3D Filters and Transfer
Learning for Change Detection in High Spatial Resolution Satellite
Images",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305598"}
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AUTHOR = "Kim, Y. and Park, N.W. and Lee, K.D.",
TITLE = "Self-Learning Based Land-Cover Classification Using Sequential Class
Patterns from Past Land-Cover Maps",
JOURNAL = RS,
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YEAR = "2017",
NUMBER = "9",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305599"}
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AUTHOR = "Salmon, B.P. and Holloway, D.S. and Kleynhans, W. and Olivier, J.C. and Wessels, K.J.",
TITLE = "Applying Model Parameters as a Driving Force to a Deterministic
Nonlinear System to Detect Land Cover Change",
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YEAR = "2017",
NUMBER = "12",
MONTH = "December",
PAGES = "7165-7176",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305600"}
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AUTHOR = "Interdonato, R. and Ienco, D. and Gaetano, R. and Ose, K.",
TITLE = "DuPLO: A DUal view Point deep Learning architecture for time series
classificatiOn",
JOURNAL = PandRS,
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YEAR = "2019",
PAGES = "91-104",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305601"}
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AUTHOR = "Zhang, P. and Gong, M. and Zhang, H. and Liu, J. and Ban, Y.",
TITLE = "Unsupervised Difference Representation Learning for Detecting
Multiple Types of Changes in Multitemporal Remote Sensing Images",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "2277-2289",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305602"}
@article{bb311066,
AUTHOR = "Huang, L.J. and An, R. and Zhao, S.Y. and Jiang, T. and Hu, H.",
TITLE = "A Deep Learning-Based Robust Change Detection Approach for Very High
Resolution Remotely Sensed Images with Multiple Features",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305603"}
@article{bb311067,
AUTHOR = "Dong, H.H. and Ma, W.P. and Wu, Y. and Zhang, J. and Jiao, L.C.",
TITLE = "Self-Supervised Representation Learning for Remote Sensing Image
Change Detection Based on Temporal Prediction",
JOURNAL = RS,
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YEAR = "2020",
NUMBER = "11",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305604"}
@article{bb311068,
AUTHOR = "Rußwurm, M. and Korner, M.",
TITLE = "Self-attention for raw optical Satellite Time Series Classification",
JOURNAL = PandRS,
VOLUME = "169",
YEAR = "2020",
PAGES = "421-435",
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@article{bb311069,
AUTHOR = "Gackstetter, D. and Yu, K. and Korner, M.",
TITLE = "Self-attention and frequency-augmentation for unsupervised domain
adaptation in satellite image-based time series classification",
JOURNAL = PandRS,
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AUTHOR = "Seydi, S.T. and Hasanlou, M. and Amani, M.",
TITLE = "A New End-to-End Multi-Dimensional CNN Framework for Land Cover/Land
Use Change Detection in Multi-Source Remote Sensing Datasets",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305607"}
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AUTHOR = "Yang, S.T. and Gu, L.J. and Li, X.F. and Jiang, T. and Ren, R.Z.",
TITLE = "Crop Classification Method Based on Optimal Feature Selection and
Hybrid CNN-RF Networks for Multi-Temporal Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305608"}
@article{bb311072,
AUTHOR = "Sefrin, O. and Riese, F.M. and Keller, S.",
TITLE = "Deep Learning for Land Cover Change Detection",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305609"}
@article{bb311073,
AUTHOR = "Msellmi, B. and Picone, D. and Ben Rabah, Z. and Mura, M.D. and Farah, I.R.",
TITLE = "Sub-Pixel Mapping Model Based on Total Variation Regularization and
Learned Spatial Dictionary",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305610"}
@article{bb311074,
AUTHOR = "Yasrab, R. and Zhang, J.C. and Smyth, P. and Pound, M.P.",
TITLE = "Predicting Plant Growth from Time-Series Data Using Deep Learning",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305611"}
@article{bb311075,
AUTHOR = "Hu, T.X. and Myers Toman, E. and Chen, G. and Shao, G. and Zhou, Y.Y. and Li, Y. and Zhao, K.G. and Feng, Y.",
TITLE = "Mapping fine-scale human disturbances in a working landscape with
Landsat time series on Google Earth Engine",
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YEAR = "2021",
PAGES = "250-261",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305612"}
@article{bb311076,
AUTHOR = "Yang, X. and Hu, L. and Zhang, Y.M. and Li, Y.Q.",
TITLE = "MRA-SNet: Siamese Networks of Multiscale Residual and Attention for
Change Detection in High-Resolution Remote Sensing Images",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305613"}
@article{bb311077,
AUTHOR = "Kavhu, B. and Mashimbye, Z.E. and Luvuno, L.",
TITLE = "Climate-Based Regionalization and Inclusion of Spectral Indices for
Enhancing Transboundary Land-Use/Cover Classification Using Deep
Learning and Machine Learning",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305614"}
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AUTHOR = "Song, K.Q. and Cui, F.Z. and Jiang, J.",
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JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305615"}
@article{bb311079,
AUTHOR = "Cui, F.Z. and Jiang, J.",
TITLE = "Shuffle-CDNet: A Lightweight Network for Change Detection of
Bitemporal Remote-Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305616"}
@article{bb311080,
AUTHOR = "Wang, X.H. and Cheng, W. and Feng, Y.N. and Song, R.X.",
TITLE = "TSCNet: Topological Structure Coupling Network for Change Detection
of Heterogeneous Remote Sensing Images",
JOURNAL = RS,
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305617"}
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AUTHOR = "Zhang, Z.Y. and Jing, W.X. and Li, H.F. and Tao, C. and Zhang, Y.S.",
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Joint Negative Sample Correction for Land Cover Classification",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305618"}
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AUTHOR = "Cao, S.Y. and Tang, Y. and Yan, E. and Jiang, J.W. and Mo, D.",
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Deep Learning-Based Land Cover Mapping without Matched Labels",
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BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT305619"}
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AUTHOR = "Mall, U. and Hariharan, B. and Bala, K.",
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AUTHOR = "Sainte Fare Garnot, V. and Landrieu, L.",
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and Temporal Self-Attention",
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