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= "February", PAGES = "892-904", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270880"} @article{bb276162, AUTHOR = "Persello, C. and Bruzzone, L.", TITLE = "Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images", JOURNAL = GeoRS, VOLUME = "50", YEAR = "2012", NUMBER = "11", MONTH = "November", PAGES = "4468-4483", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270881"} @article{bb276163, AUTHOR = "Niazmardi, S. and Demir, B. and Bruzzone, L. and Safari, A. and Homayouni, S.", TITLE = "Multiple Kernel Learning for Remote Sensing Image Classification", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "3", MONTH = "March", PAGES = "1425-1443", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270882"} @article{bb276164, AUTHOR = "Persello, C. and Bruzzone, L.", TITLE = "Active and Semisupervised Learning for the Classification of Remote Sensing Images", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "11", MONTH = "November", PAGES = "6937-6956", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270883"} @article{bb276165, AUTHOR = "Persello, C. and Bruzzone, L.", TITLE = "Kernel-Based Domain-Invariant Feature Selection in Hyperspectral Images for Transfer Learning", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "5", MONTH = "May", PAGES = "2615-2626", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270884"} @article{bb276166, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Detection of Land-Cover Transitions in Multitemporal Remote Sensing Images With Active-Learning-Based Compound Classification", JOURNAL = GeoRS, VOLUME = "50", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "1930-1941", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270885"} @article{bb276167, AUTHOR = "Bruzzone, L. and Bovolo, F.", TITLE = "A Novel Framework for the Design of Change-Detection Systems for Very-High-Resolution Remote Sensing Images", JOURNAL = PIEEE, VOLUME = "100", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "609-630", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270886"} @article{bb276168, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Updating Land-Cover Maps by Classification of Image Time Series: A Novel Change-Detection-Driven Transfer Learning Approach", JOURNAL = GeoRS, VOLUME = "51", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "300-312", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270887"} @inproceedings{bb276169, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Active-learning based cascade classification of multitemporal images for updating land-cover maps", BOOKTITLE = MultiTemp11, YEAR = "2011", PAGES = "57-60", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270888"} @article{bb276170, AUTHOR = "Demir, B. and Bovolo, F. and Bruzzone, L.", TITLE = "Classification of Time Series of Multispectral Images with Limited Training Data", JOURNAL = IP, VOLUME = "22", YEAR = "2013", NUMBER = "8", PAGES = "3219-3233", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270889"} @article{bb276171, AUTHOR = "Sudheer, K. and Gowda, P. and Chaubey, I. and Howell, T.", TITLE = "Artificial Neural Network Approach for Mapping Contrasting Tillage Practices", JOURNAL = RS, VOLUME = "2", YEAR = "2010", NUMBER = "2", MONTH = "February", PAGES = "579-590", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270890"} @article{bb276172, AUTHOR = "Lyu, H. and Lu, H. and Mou, L.C.", TITLE = "Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection", JOURNAL = RS, VOLUME = "8", YEAR = "2016", NUMBER = "6", PAGES = "506", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270891"} @article{bb276173, AUTHOR = "Ji, S.P. and Zhang, C. and Xu, A.J. and Shi, Y. and Duan, Y.L.", TITLE = "3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "1", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270892"} @article{bb276174, AUTHOR = "Zhu, R.J. and Yu, D. and Ji, S.P. and Lu, M.", TITLE = "Matching RGB and Infrared Remote Sensing Images with Densely-Connected Convolutional Neural Networks", JOURNAL = RS, VOLUME = "11", YEAR = "2019", NUMBER = "23", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270893"} @article{bb276175, AUTHOR = "Kong, Y.L. and Huang, Q.Q. and Wang, C.Y. and Chen, J.B. and Chen, J.S. and He, D.X.", TITLE = "Long Short-Term Memory Neural Networks for Online Disturbance Detection in Satellite Image Time Series", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270894"} @article{bb276176, AUTHOR = "Rußwurm, M. and Korner, M.", TITLE = "Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders", JOURNAL = IJGI, VOLUME = "7", YEAR = "2018", NUMBER = "4", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270895"} @inproceedings{bb276177, 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#TT270895"} @article{bb276178, 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", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270896"} @article{bb276179, 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 Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery", JOURNAL = RS, VOLUME = "12", YEAR = "2020", NUMBER = "7", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270897"} @article{bb276180, AUTHOR = "Wang, B. and Choi, J. and Choi, S. and Lee, S. and Wu, P. 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#TT270898"} @article{bb276181, 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#TT270899"} @article{bb276182, 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, VOLUME = "9", YEAR = "2017", NUMBER = "9", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270900"} @article{bb276183, 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", JOURNAL = GeoRS, VOLUME = "55", YEAR = "2017", NUMBER = "12", MONTH = "December", PAGES = "7165-7176", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270901"} @article{bb276184, 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, VOLUME = "149", YEAR = "2019", PAGES = "91-104", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270902"} @article{bb276185, 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#TT270903"} @article{bb276186, 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#TT270904"} @article{bb276187, 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, VOLUME = "12", YEAR = "2020", NUMBER = "11", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270905"} @article{bb276188, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270906"} @article{bb276189, 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#TT270907"} @article{bb276190, 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#TT270908"} @article{bb276191, 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#TT270909"} @article{bb276192, 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#TT270910"} @article{bb276193, 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#TT270911"} @article{bb276194, 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", JOURNAL = PandRS, VOLUME = "176", YEAR = "2021", PAGES = "250-261", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270912"} @article{bb276195, 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#TT270913"} @article{bb276196, 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#TT270914"} @article{bb276197, AUTHOR = "Song, K.Q. and Cui, F.Z. and Jiang, J.", TITLE = "An Efficient Lightweight Neural Network for Remote Sensing Image Change Detection", JOURNAL = RS, VOLUME = "13", YEAR = "2021", NUMBER = "24", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270915"} @article{bb276198, 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#TT270916"} @article{bb276199, AUTHOR = "Wang, X.H. and Cheng, W. and Feng, Y.N. and Song, R.", TITLE = "TSCNet: Topological Structure Coupling Network for Change Detection of Heterogeneous Remote Sensing Images", JOURNAL = RS, VOLUME = "15", YEAR = "2023", NUMBER = "3", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT270917"}