@article{bb312000,
AUTHOR = "Carvalho, S. and Macel, M. and Schlerf, M. and Moghaddam, F.E. and Mulder, P.P.J. and Skidmore, A.K. and van der Putten, W.H.",
TITLE = "Changes in plant defense chemistry (pyrrolizidine alkaloids) revealed
through high-resolution spectroscopy",
JOURNAL = PandRS,
VOLUME = "80",
YEAR = "2013",
NUMBER = "1",
MONTH = "June",
PAGES = "51-60",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306537"}
@article{bb312001,
AUTHOR = "Bendig, J. and Bolten, A. and Bareth, G.",
TITLE = "UAV-based Imaging for Multi-Temporal, very high Resolution Crop Surface
Models to monitor Crop Growth Variability",
JOURNAL = PFG,
VOLUME = "2013",
YEAR = "2013",
NUMBER = "6",
PAGES = "551-562",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306538"}
@article{bb312002,
AUTHOR = "Bisquert, M. and Bordogna, G. and Begue, A. and Candiani, G. and Teisseire, M. and Poncelet, P.",
TITLE = "A Simple Fusion Method for Image Time Series Based on the Estimation
of Image Temporal Validity",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "1",
PAGES = "704-724",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306539"}
@article{bb312003,
AUTHOR = "Inglada, J. and Arias, M. and Tardy, B. and Hagolle, O. and Valero, S. and Morin, D. and Dedieu, G. and Sepulcre, G. and Bontemps, S. and Defourny, P. and Koetz, B.",
TITLE = "Assessment of an Operational System for Crop Type Map Production
Using High Temporal and Spatial Resolution Satellite Optical Imagery",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "9",
PAGES = "12356",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306540"}
@article{bb312004,
AUTHOR = "Valero, S. and Morin, D. and Inglada, J. and Sepulcre, G. and Arias, M. and Hagolle, O. and Dedieu, G. and Bontemps, S. and Defourny, P. and Koetz, B.",
TITLE = "Production of a Dynamic Cropland Mask by Processing Remote Sensing
Image Series at High Temporal and Spatial Resolutions",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "1",
PAGES = "55",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306541"}
@article{bb312005,
AUTHOR = "Wang, J. and Huang, B.",
TITLE = "A Rigorously-Weighted Spatiotemporal Fusion Model with Uncertainty
Analysis",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306542"}
@article{bb312006,
AUTHOR = "Lv, Z.Y. and Liu, T.F. and Wan, Y.L. and Benediktsson, J.A. and Zhang, X.K.",
TITLE = "Post-Processing Approach for Refining Raw Land Cover Change Detection
of Very High-Resolution Remote Sensing Images",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306543"}
@article{bb312007,
AUTHOR = "Zhu, Y.P. and Li, Q.Y. and Lv, Z.Y. and Falco, N.",
TITLE = "Novel Land Cover Change Detection Deep Learning Framework with Very
Small Initial Samples Using Heterogeneous Remote Sensing Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "18",
PAGES = "4609",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306544"}
@article{bb312008,
AUTHOR = "Lv, Z.Y. and Liu, T.F. and Zhang, P. and Benediktsson, J.A. and Lei, T. and Zhang, X.K.",
TITLE = "Novel Adaptive Histogram Trend Similarity Approach for Land Cover
Change Detection by Using Bitemporal Very-High-Resolution Remote
Sensing Images",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "12",
MONTH = "December",
PAGES = "9554-9574",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306545"}
@article{bb312009,
AUTHOR = "Lv, Z.Y. and Liu, T.F. and Benediktsson, J.A. and Lei, T. and Wan, Y.L.",
TITLE = "Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal
Very-High-Resolution Remote Sensing Images",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306546"}
@article{bb312010,
AUTHOR = "Cui, G.Q. and Lv, Z.Y. and Li, G.F. and Benediktsson, J.A. and Lu, Y.D.",
TITLE = "Refining Land Cover Classification Maps Based on Dual-Adaptive
Majority Voting Strategy for Very High Resolution Remote Sensing
Images",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306547"}
@article{bb312011,
AUTHOR = "Peng, D.F. and Zhang, Y.J. and Guan, H.Y.",
TITLE = "End-to-End Change Detection for High Resolution Satellite Images
Using Improved UNet++",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306548"}
@article{bb312012,
AUTHOR = "Nascimento, F.S. and Gastauer, M. and Souza Filho, P.W.M. and Nascimento, W.R. and Santos, D.C. and Costa, M.F.",
TITLE = "Land Cover Changes in Open-Cast Mining Complexes Based on
High-Resolution Remote Sensing Data",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306549"}
@article{bb312013,
AUTHOR = "Zhang, C.X. and Yue, P. and Tapete, D. and Jiang, L.C. and Shangguan, B.Y. and Huang, L. and Liu, G.C.",
TITLE = "A Deeply Supervised Image Fusion Network for Change Detection in High
Resolution Bi-Temporal Remote Sensing Images",
JOURNAL = PandRS,
VOLUME = "166",
YEAR = "2020",
PAGES = "183-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306550"}
@article{bb312014,
AUTHOR = "Lv, Z. and Liu, T. and Benediktsson, J.A.",
TITLE = "Object-Oriented Key Point Vector Distance for Binary Land Cover
Change Detection Using VHR Remote Sensing Images",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "9",
MONTH = "September",
PAGES = "6524-6533",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306551"}
@article{bb312015,
AUTHOR = "Wu, T.J. and Luo, J.C. and Zhou, Y.N. and Wang, C.P. and Xi, J.B. and Fang, J.W.",
TITLE = "Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution
Remote Sensing Images via Change Detection and Label Transfer",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306552"}
@article{bb312016,
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
Convolutional Multiple-Layers Recurrent Neural Network",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "2848-2864",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306553"}
@article{bb312017,
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#TT306554"}
@article{bb312018,
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
Framework for High Resolution Image Classification and Change
Analysis",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306555"}
@article{bb312019,
AUTHOR = "Chen, P. and Zhang, B. and Hong, D.F. and Chen, Z.C. and Yang, X. and Li, B.P.",
TITLE = "FCCDN: Feature constraint network for VHR image change detection",
JOURNAL = PandRS,
VOLUME = "187",
YEAR = "2022",
PAGES = "101-119",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306556"}
@article{bb312020,
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
Transform for Change Detection of High-Resolution Remote Sensing
Images",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306557"}
@article{bb312021,
AUTHOR = "Chen, P. and Li, C. and Zhang, B. and Chen, Z.C. and Yang, X. and Lu, K.X. and Zhuang, L.",
TITLE = "A Region-Based Feature Fusion Network for VHR Image Change Detection",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306558"}
@article{bb312022,
AUTHOR = "Sun, C.Z. and Wu, J.J. and Chen, H. and Du, C.",
TITLE = "SemiSANet: A Semi-Supervised High-Resolution Remote Sensing Image
Change Detection Model Using Siamese Networks with Graph Attention",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306559"}
@article{bb312023,
AUTHOR = "Ge, C.T. and Ding, H.Y. and Molina, I. and He, Y.J. and Peng, D.F.",
TITLE = "Object-Oriented Change Detection Method Based on
Spectral-Spatial-Saliency Change Information and Fuzzy
Integral Decision Fusion for HR Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306560"}
@article{bb312024,
AUTHOR = "Wu, C. and Chen, H.R.X. and Du, B. and Zhang, L.P.",
TITLE = "Unsupervised Change Detection in Multitemporal VHR Images Based on
Deep Kernel PCA Convolutional Mapping Network",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "12084-12098",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306561"}
@article{bb312025,
AUTHOR = "Jiang, Z.R. and Zhou, X.X. and Cao, W. and Sun, Z.H. and Wu, C.B.",
TITLE = "ICD: VHR-Oriented Interactive Change-Detection Algorithm",
JOURNAL = IJGI,
VOLUME = "11",
YEAR = "2022",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306562"}
@article{bb312026,
AUTHOR = "Ling, J. and Hu, L. and Cheng, L. and Chen, M.H. and Yang, X.",
TITLE = "IRA-MRSNet: A Network Model for Change Detection in High-Resolution
Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306563"}
@article{bb312027,
AUTHOR = "Rommel, E. and Giese, L. and Fricke, K. and Kathofer, F. and Heuner, M. and Molter, T. and Deffert, P. and Asgari, M. and Nathe, P. and Dzunic, F. and Rock, G. and Bongartz, J. and Burkart, A. and Quick, I. and Schroder, U. and Baschek, B.",
TITLE = "Very High-Resolution Imagery and Machine Learning for Detailed
Mapping of Riparian Vegetation and Substrate Types",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306564"}
@article{bb312028,
AUTHOR = "Reinhardt, M. and Rommel, E. and Heuner, M. and Baschek, B.",
TITLE = "Applying Deep Learning Methods for a Large-Scale Riparian Vegetation
Classification from High-Resolution Multimodal Aerial Remote Sensing
Data",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2373",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306565"}
@article{bb312029,
AUTHOR = "Li, J.K. and Zhu, S.Y. and Gao, Y.Y. and Zhang, G.X. and Xu, Y.M.",
TITLE = "Change Detection for High-Resolution Remote Sensing Images Based on a
Multi-Scale Attention Siamese Network",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "14",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306566"}
@article{bb312030,
AUTHOR = "Pan, F. and Wu, Z.B. and Jia, X.P. and Liu, Q. and Xu, Y. and Wei, Z.H.",
TITLE = "A Temporal-Reliable Method for Change Detection in High-Resolution
Bi-Temporal Remote Sensing Images",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306567"}
@article{bb312031,
AUTHOR = "Zhang, R.Q. and Zhang, H.C. and Ning, X.G. and Huang, X. and Wang, J.M. and Cui, W.",
TITLE = "Global-aware siamese network for change detection on remote sensing
images",
JOURNAL = PandRS,
VOLUME = "199",
YEAR = "2023",
PAGES = "61-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306568"}
@article{bb312032,
AUTHOR = "Ma, C. and Yin, H.Y. and Weng, L.G. and Xia, M. and Lin, H.F.",
TITLE = "DAFNet: A Novel Change-Detection Model for High-Resolution
Remote-Sensing Imagery Based on Feature Difference and Attention
Mechanism",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306569"}
@article{bb312033,
AUTHOR = "Lin, M. and Yang, G.Y. and Zhang, H.Y.",
TITLE = "Transition Is a Process: Pair-to-Video Change Detection Networks for
Very High Resolution Remote Sensing Images",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "57-71",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306570"}
@article{bb312034,
AUTHOR = "Zhang, M.Y. and Zheng, H.H. and Gong, M. and Wu, Y. and Li, H. and Jiang, X.M.",
TITLE = "Self-structured pyramid network with parallel spatial-channel
attention for change detection in VHR remote sensed imagery",
JOURNAL = PR,
VOLUME = "138",
YEAR = "2023",
PAGES = "109354",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306571"}
@article{bb312035,
AUTHOR = "Luo, J.H. and Chen, Q. and Wang, L. and Huang, Y.X.",
TITLE = "Multi-Difference Image Fusion Change Detection Using a Visual
Attention Model on VHR Satellite Data",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306572"}
@article{bb312036,
AUTHOR = "Wang, B. and He, A. and Wang, C.L. and Xu, X. and Yang, H. and Wu, Y.",
TITLE = "A Heterogeneity-Enhancement and Homogeneity-Restraint Network
(HEHRNet) for Change Detection from Very High-Resolution Remote
Sensing Imagery",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "22",
PAGES = "5425",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306573"}
@article{bb312037,
AUTHOR = "Bai, T. and An, Q. and Deng, S.Q. and Li, P.F. and Chen, Y. and Sun, K. and Zheng, H.J. and Song, Z.",
TITLE = "A Novel UNet 3+ Change Detection Method Considering Scale Uncertainty
in High-Resolution Imagery",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1846",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306574"}
@article{bb312038,
AUTHOR = "Hu, Q.Q. and Wang, F.T. and Fang, J.T. and Li, Y.",
TITLE = "Semantic Labeling of High-Resolution Images Combining a Self-Cascaded
Multimodal Fully Convolution Neural Network with Fully Conditional
Random Field",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3300",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306575"}
@article{bb312039,
AUTHOR = "Yuan, B. and Sehra, S.S. and Chiu, B.",
TITLE = "Multi-Scale and Multi-Network Deep Feature Fusion for Discriminative
Scene Classification of High-Resolution Remote Sensing Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "3961",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306576"}
@article{bb312040,
AUTHOR = "Li, J. and Tang, X.H. and Lu, J. and Fu, H.K. and Zhang, M. and Huang, J. and Zhang, C. and Li, H.",
TITLE = "TDMSANet: A Tri-Dimensional Multi-Head Self-Attention Network for
Improved Crop Classification from Multitemporal Fine-Resolution
Remotely Sensed Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "24",
PAGES = "4755",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306577"}
@article{bb312041,
AUTHOR = "Hakim, Y.F. and Tsai, F.",
TITLE = "Deep Learning-Based Land Cover Extraction from Very-High-Resolution
Satellite Imagery for Assisting Large-Scale Topographic Map
Production",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "3",
PAGES = "473",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306578"}
@article{bb312042,
AUTHOR = "Zhang, D. and Li, Y.P. and Shen, Y. and Guo, H.L. and Wei, H.T. and Cui, J. and Wu, G. and He, T. and Wang, L.L. and Liu, X.D. and Zhao, S.",
TITLE = "A Dual-Branch Framework Integrating the Segment Anything Model and
Semantic-Aware Network for High-Resolution Cropland Extraction",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "20",
PAGES = "3424",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306579"}
@inproceedings{bb312043,
AUTHOR = "Li, Z. and He, W. and Li, J. and Lu, F.X. and Zhang, H.Y.",
TITLE = "Learning without Exact Guidance: Updating Large-Scale High-Resolution
Land Cover Maps from Low-Resolution Historical Labels",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "27717-27727",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306580"}
@inproceedings{bb312044,
AUTHOR = "Bousias Alexakis, E. and Armenakis, C.",
TITLE = "Evaluation of Semi-supervised Learning for CNN-based Change Detection",
BOOKTITLE = ISPRS21,
YEAR = "2021",
PAGES = "B3-2021: 829-836",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306581"}
@inproceedings{bb312045,
AUTHOR = "Bousias Alexakis, E. and Armenakis, C.",
TITLE = "Evaluation of Unet and Unet++ Architectures In High Resolution Image
Change Detection Applications",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B3:1507-1514",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306582"}
@inproceedings{bb312046,
AUTHOR = "Gao, G. and Zhang, M. and Gu, Y.",
TITLE = "Object Manifold Alignment for Multi-temporal High Resolution Remote
Sensing Images Classification",
BOOKTITLE = Hannover17,
YEAR = "2017",
PAGES = "325-332",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306583"}
@inproceedings{bb312047,
AUTHOR = "Lavender, S.J.",
TITLE = "Monitoring Land Cover Dynamics At Varying Spatial Scales Using High To
Very High Resolution Optical Imagery",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B8: 937-939",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306584"}
@inproceedings{bb312048,
AUTHOR = "Bryson, M. and Johnson roberson, M. and Murphy, R.",
TITLE = "Low-cost, Ultra-high Spatial And Temporal Resolution Mapping Of
Intertidal Rock Platforms",
BOOKTITLE = ISPRS12,
YEAR = "2012",
PAGES = "XXXIX-B8:243-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927hrch4.html#TT306585"}
@article{bb312049,
AUTHOR = "Bruzzone, L. and Cossu, R.",
TITLE = "A multiple-cascade-classifier system for a robust and partially
unsupervised updating of land-cover maps",
JOURNAL = GeoRS,
VOLUME = "40",
YEAR = "2002",
NUMBER = "9",
MONTH = "September",
PAGES = "1984-1996",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306586"}
@article{bb312050,
AUTHOR = "Bruzzone, L. and Cossu, R. and Vernazza, G.",
TITLE = "Detection of land-cover transitions by combining multidate classifiers",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "13",
MONTH = "October",
PAGES = "1491-1500",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306587"}
@article{bb312051,
AUTHOR = "Bruzzone, L. and Marconcini, M.",
TITLE = "Toward the Automatic Updating of Land-Cover Maps by a Domain-Adaptation
SVM Classifier and a Circular Validation Strategy",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "4",
MONTH = "April",
PAGES = "1108-1122",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306588"}
@article{bb312052,
AUTHOR = "Bruzzone, L. and Marconcini, M.",
TITLE = "Domain Adaptation Problems:
A DASVM Classification Technique and a Circular Validation Strategy",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "5",
MONTH = "May",
PAGES = "770-787",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306589"}
@article{bb312053,
AUTHOR = "Persello, C. and Bruzzone, L.",
TITLE = "A Novel Protocol for Accuracy Assessment in Classification of Very High
Resolution Images",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "3",
MONTH = "March",
PAGES = "1232-1244",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306590"}
@article{bb312054,
AUTHOR = "Demir, B. and Persello, C. and Bruzzone, L.",
TITLE = "Batch-Mode Active-Learning Methods for the Interactive Classification
of Remote Sensing Images",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "1014-1031",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306591"}
@article{bb312055,
AUTHOR = "Demir, B. and Bruzzone, L.",
TITLE = "A Novel Active Learning Method in Relevance Feedback for
Content-Based Remote Sensing Image Retrieval",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2323-2334",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306592"}
@article{bb312056,
AUTHOR = "Demir, B. and Bruzzone, L.",
TITLE = "Hashing-Based Scalable Remote Sensing Image Search and Retrieval in
Large Archives",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "892-904",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306593"}
@article{bb312057,
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#TT306594"}
@article{bb312058,
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#TT306595"}
@article{bb312059,
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#TT306596"}
@article{bb312060,
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#TT306597"}
@article{bb312061,
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#TT306598"}
@article{bb312062,
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#TT306599"}
@article{bb312063,
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#TT306600"}
@inproceedings{bb312064,
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#TT306601"}
@article{bb312065,
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#TT306602"}
@article{bb312066,
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#TT306603"}
@article{bb312067,
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#TT306604"}
@article{bb312068,
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#TT306605"}
@article{bb312069,
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#TT306606"}
@article{bb312070,
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#TT306607"}
@article{bb312071,
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#TT306608"}
@inproceedings{bb312072,
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#TT306608"}
@article{bb312073,
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#TT306609"}
@article{bb312074,
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#TT306610"}
@article{bb312075,
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#TT306611"}
@article{bb312076,
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#TT306612"}
@article{bb312077,
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#TT306613"}
@article{bb312078,
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#TT306614"}
@article{bb312079,
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#TT306615"}
@article{bb312080,
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#TT306616"}
@article{bb312081,
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#TT306617"}
@article{bb312082,
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#TT306618"}
@article{bb312083,
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#TT306619"}
@article{bb312084,
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,
VOLUME = "224",
YEAR = "2025",
PAGES = "113-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306620"}
@article{bb312085,
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#TT306621"}
@article{bb312086,
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#TT306622"}
@article{bb312087,
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#TT306623"}
@article{bb312088,
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#TT306624"}
@article{bb312089,
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#TT306625"}
@article{bb312090,
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#TT306626"}
@article{bb312091,
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#TT306627"}
@article{bb312092,
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#TT306628"}
@article{bb312093,
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#TT306629"}
@article{bb312094,
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#TT306630"}
@article{bb312095,
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,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306631"}
@article{bb312096,
AUTHOR = "Zhang, Z.Y. and Jing, W.X. and Li, H.F. and Tao, C. and Zhang, Y.S.",
TITLE = "GFCNet: Contrastive Learning Network with Geography Feature Space
Joint Negative Sample Correction for Land Cover Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "20",
PAGES = "5056",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306632"}
@article{bb312097,
AUTHOR = "Cao, S.Y. and Tang, Y. and Yan, E. and Jiang, J.W. and Mo, D.",
TITLE = "Bridging Domains and Resolutions:
Deep Learning-Based Land Cover Mapping without Matched Labels",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "8",
PAGES = "1449",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306633"}
@article{bb312098,
AUTHOR = "Xue, Z.X. and Yang, G.P. and Yu, X. and Yu, A.Z. and Guo, Y.G. and Liu, B. and Zhou, J.A.",
TITLE = "Multimodal self-supervised learning for remote sensing data land
cover classification",
JOURNAL = PR,
VOLUME = "157",
YEAR = "2025",
PAGES = "110959",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306634"}
@article{bb312099,
AUTHOR = "Zhang, Z.Y. and Liu, S.J. and Qin, Y.X. and Wang, H.J.",
TITLE = "MATNet: Multilevel attention-based transformers for change detection
in remote sensing images",
JOURNAL = IVC,
VOLUME = "151",
YEAR = "2024",
PAGES = "105294",
BIBSOURCE = "http://www.visionbib.com/bibliography/cartog927chle3.html#TT306635"}
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