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        TITLE = "Robust unsupervised small area change detection from SAR imagery
using deep learning",
        JOURNAL = PandRS,
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        YEAR = "2021",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114575"}

@article{bb118001,
        AUTHOR = "Su, H. and Zhang, X.Z. and Luo, Y.Q. and Zhang, C. and Zhou, X.C. and Atkinson, P.M.",
        TITLE = "Nonlocal feature learning based on a variational graph auto-encoder
network for small area change detection using SAR imagery",
        JOURNAL = PandRS,
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        YEAR = "2022",
        PAGES = "137-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114576"}

@article{bb118002,
        AUTHOR = "Zhang, X.Z. and Liu, G. and Zhang, C. and Atkinson, P.M. and Tan, X.H. and Jian, X. and Zhou, X.C. and Li, Y.M.",
        TITLE = "Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image
Change Detection",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114577"}

@article{bb118003,
        AUTHOR = "Li, Z. and Jia, Z.H. and liu, l. and Yang, J. and Kasabov, N.",
        TITLE = "A method to improve the accuracy of SAR image change detection by
using an image enhancement method",
        JOURNAL = PandRS,
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        YEAR = "2020",
        PAGES = "137-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114578"}

@article{bb118004,
        AUTHOR = "Wang, J. and Yang, X.Z. and Yang, X.Y. and Jia, L. and Fang, S.",
        TITLE = "Unsupervised change detection between SAR images based on hypergraphs",
        JOURNAL = PandRS,
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        YEAR = "2020",
        PAGES = "61-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114579"}

@article{bb118005,
        AUTHOR = "Chen, J.W. and Wang, R. and Ding, F. and Liu, B. and Jiao, L.C. and Zhang, J.",
        TITLE = "A Convolutional Neural Network with Parallel Multi-Scale Spatial
Pooling to Detect Temporal Changes in SAR Images",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114580"}

@article{bb118006,
        AUTHOR = "Ahmadi, S. and Homayouni, S.",
        TITLE = "A Novel Active Contours Model for Environmental Change Detection from
Multitemporal Synthetic Aperture Radar Images",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114581"}

@article{bb118007,
        AUTHOR = "Taillade, T. and Thirion Lefevre, L. and Guinvarc'h, R.",
        TITLE = "Detecting Ephemeral Objects in SAR Time-Series Using Frozen
Background-Based Change Detection",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114582"}

@article{bb118008,
        AUTHOR = "Schwartz, C. and Ramos, L.P. and Duarte, L.T. and da S. Pinho, M. and Pettersson, M.I. and Vu, V.T. and Machado, R.",
        TITLE = "Change Detection in UWB SAR Images Based on Robust Principal
Component Analysis",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114583"}

@article{bb118009,
        AUTHOR = "Ramos, L.P. and Campos, A.B. and Schwartz, C. and Duarte, L.T. and Alves, D.I. and Pettersson, M.I. and Vu, V.T. and Machado, R.",
        TITLE = "A Wavelength-Resolution SAR Change Detection Method Based on Image
Stack through Robust Principal Component Analysis",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114584"}

@article{bb118010,
        AUTHOR = "Bouhlel, N. and Meric, S.",
        TITLE = "Multilook Polarimetric SAR Change Detection Using Stochastic
Distances Between Matrix-Variate Gd0 Distributions",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6823-6843",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114585"}

@article{bb118011,
        AUTHOR = "Liu, F. and Tang, X. and Zhang, X. and Jiao, L. and Liu, J.",
        TITLE = "Large-Scope PolSAR Image Change Detection Based on
Looking-Around-and-Into Mode",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "363-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114586"}

@article{bb118012,
        AUTHOR = "Shu, Y.J. and Li, W. and Yang, M.L. and Cheng, P. and Han, S.C.",
        TITLE = "Patch-Based Change Detection Method for SAR Images with Label
Updating Strategy",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114587"}

@article{bb118013,
        AUTHOR = "Attioui, S. and Najah, S.",
        TITLE = "Unsupervised change detection method in SAR images based on deep
belief network using an improved fuzzy C-means clustering algorithm",
        JOURNAL = IET-IPR,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "4",
        PAGES = "974-982",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114588"}

@article{bb118014,
        AUTHOR = "Li, L.L. and Ma, H.B. and Jia, Z.H.",
        TITLE = "Change Detection from SAR Images Based on Convolutional Neural
Networks Guided by Saliency Enhancement",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114589"}

@article{bb118015,
        AUTHOR = "Hammer, H. and Kuny, S. and Thiele, A.",
        TITLE = "Enhancing Coherence Images for Coherent Change Detection:
An Example on Vehicle Tracks in Airborne SAR Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114590"}

@article{bb118016,
        AUTHOR = "Habibollahi, R. and Seydi, S.T. and Hasanlou, M. and Mahdianpari, M.",
        TITLE = "TCD-Net: A Novel Deep Learning Framework for Fully Polarimetric
Change Detection Using Transfer Learning",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114591"}

@article{bb118017,
        AUTHOR = "Wang, J. and Wang, Y.H. and Liu, H.W.",
        TITLE = "Hybrid Variability Aware Network (HVANet): A Self-Supervised Deep
Framework for Label-Free SAR Image Change Detection",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114592"}

@article{bb118018,
        AUTHOR = "Zhang, W.H. and Jiao, L.C. and Liu, F. and Yang, S.Y. and Liu, J.",
        TITLE = "Adaptive Contourlet Fusion Clustering for SAR Image Change Detection",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "2295-2308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114593"}

@article{bb118019,
        AUTHOR = "Wang, Z.B. and Wang, Y.C. and Wang, B.N. and Xiang, M.S. and Wang, R.R. and Xu, W. and Song, C.",
        TITLE = "Multi-Frequency Interferometric Coherence Characteristics Analysis of
Typical Objects for Coherent Change Detection",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114594"}

@article{bb118020,
        AUTHOR = "Huang, J. and An, D.X. and Luo, Y.X. and Chen, J.W. and Zhou, Z.M. and Chen, L. and Feng, D.",
        TITLE = "A Registration Method for Dual-Frequency, High-Spatial-Resolution SAR
Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114595"}

@article{bb118021,
        AUTHOR = "Mastro, P. and Masiello, G. and Serio, C. and Pepe, A.",
        TITLE = "Change Detection Techniques with Synthetic Aperture Radar Images:
Experiments with Random Forests and Sentinel-1 Observations",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114596"}

@article{bb118022,
        AUTHOR = "Xuan, J.Y. and Xin, Z.H. and Liao, G.S. and Huang, P.H. and Wang, Z.X. and Sun, Y.",
        TITLE = "Change Detection Based on Fusion Difference Image and Multi-Scale
Morphological Reconstruction for SAR Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114597"}

@article{bb118023,
        AUTHOR = "Jiang, A. and Dai, J. and Yu, S. and Zhang, B.L. and Xie, Q.Y. and Zhang, H.X.",
        TITLE = "Unsupervised Change Detection around Subways Based on SAR Combined
Difference Images",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "17",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114598"}

@article{bb118024,
        AUTHOR = "Xia, Y. and Xu, X. and Pu, F.L.",
        TITLE = "PCBA-Net: Pyramidal Convolutional Block Attention Network for
Synthetic Aperture Radar Image Change Detection",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114599"}

@article{bb118025,
        AUTHOR = "Liu, W. and Lin, Z.K. and Gao, G. and Niu, C.Y. and Lu, W.J.",
        TITLE = "Unsupervised SAR Image Change Type Recognition Using Regionally
Restricted PCA-Kmean and Lightweight MobileNet",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114600"}

@article{bb118026,
        AUTHOR = "Du, Y. and Zhong, R.F. and Li, Q.Y. and Zhang, F.",
        TITLE = "TransUNet++SAR: Change Detection with Deep Learning about
Architectural Ensemble in SAR Images",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114601"}

@article{bb118027,
        AUTHOR = "Zhang, K.Y. and Lv, X.L. and Guo, B. and Chai, H.M.",
        TITLE = "Unsupervised SAR Image Change Detection Based on Histogram Fitting
Error Minimization and Convolutional Neural Network",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114602"}

@article{bb118028,
        AUTHOR = "Zhu, J.X. and Wang, F. and You, H.J.",
        TITLE = "Unsupervised SAR Image Change Detection Based on Structural
Consistency and CFAR Threshold Estimation",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114603"}

@article{bb118029,
        AUTHOR = "Ji, L. and Zhao, J.Q. and Zhao, Z.",
        TITLE = "A Novel End-to-End Unsupervised Change Detection Method with
Self-Adaptive Superpixel Segmentation for SAR Images",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "7",
        PAGES = "1724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114604"}

@article{bb118030,
        AUTHOR = "Zhang, J.L. and Liu, Y.F. and Wang, B. and Chen, C.",
        TITLE = "A Hierarchical Fusion SAR Image Change-Detection Method Based on
HF-CRF Model",
        JOURNAL = RS,
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        NUMBER = "11",
        PAGES = "2741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114605"}

@article{bb118031,
        AUTHOR = "Zhang, P.J. and Jiang, J.B. and Kou, P. and Wang, S. and Wang, B.",
        TITLE = "A Multi-Scale Graph Based on Spatio-Temporal-Radiometric Interaction
for SAR Image Change Detection",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "3",
        PAGES = "560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114606"}

@article{bb118032,
        AUTHOR = "Li, L.L. and Ma, H.B. and Zhang, X. and Zhao, X.B. and Lv, M. and Jia, Z.H.",
        TITLE = "Synthetic Aperture Radar Image Change Detection Based on Principal
Component Analysis and Two-Level Clustering",
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        YEAR = "2024",
        NUMBER = "11",
        PAGES = "1861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114607"}

@article{bb118033,
        AUTHOR = "Wang, Y. and Dang, K. and Yang, R. and Song, Q. and Li, H. and Gong, M.",
        TITLE = "Self-Paced Multi-Scale Joint Feature Mapper for Multi-Objective
Change Detection in Heterogeneous Images",
        JOURNAL = RS,
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        YEAR = "2024",
        NUMBER = "11",
        PAGES = "1961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114608"}

@article{bb118034,
        AUTHOR = "Mullissa, A. and Saatchi, S. and Dalagnol, R. and Erickson, T. and Provost, N. and Osborn, F. and Ashary, A. and Moon, V. and Melling, D.",
        TITLE = "LUCA: A Sentinel-1 SAR-Based Global Forest Land Use Change Alert",
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        YEAR = "2024",
        NUMBER = "12",
        PAGES = "2151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114609"}

@article{bb118035,
        AUTHOR = "Yuan, M.T. and Xin, Z.H. and Liao, G.S. and Huang, P.H. and Li, Y.X.",
        TITLE = "Change detection in SAR image based on weighted difference image
generation and optimized random forest",
        JOURNAL = IET-IPR,
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        YEAR = "2024",
        NUMBER = "10",
        PAGES = "2754-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114610"}

@article{bb118036,
        AUTHOR = "Jing, W. and Bai, H. and Song, B.B. and Ni, W.P. and Wu, J.Z. and Wang, Q.",
        TITLE = "HeteCD: Feature Consistency Alignment and difference mining for
heterogeneous remote sensing image change detection",
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114611"}

@article{bb118037,
        AUTHOR = "Zhang, X.Y. and Gui, R. and Hu, J. and Zhang, J.H. and Tan, L. and Zhang, X.X.",
        TITLE = "Unsupervised Cross-Domain Polarimetric Synthetic Aperture Radar
(PolSAR) Change Monitoring Based on Limited-Label Transfer Learning
and Vision Transformer",
        JOURNAL = RS,
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        YEAR = "2025",
        NUMBER = "10",
        PAGES = "1782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114612"}

@article{bb118038,
        AUTHOR = "Zhang, F. and Zheng, S.J. and Ma, F. and Yin, Q. and Zhou, Y.S.",
        TITLE = "SAR image change detection via generalized extreme value (GEV)
modeling",
        JOURNAL = PR,
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        PAGES = "112040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114613"}

@article{bb118039,
        AUTHOR = "Li, N.C. and Xiang, D.L. and Ding, H.Y. and Xie, Y.Z. and Su, Y.",
        TITLE = "Edge-constrained temporal superpixel segmentation and
graph-structured energy optimization for PolSAR change detection",
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        YEAR = "2025",
        PAGES = "49-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114614"}

@article{bb118040,
        AUTHOR = "Xu, D. and Li, M. and Wu, Y. and Zhang, P. and Xin, X.Y.",
        TITLE = "Statistic-Guided Difference Enhancement Graph Transformer for
Unsupervised Change Detection in PolSAR Images",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11667-11684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114615"}

@article{bb118041,
        AUTHOR = "Costa, G. and Monti Guarnieri, A.V. and Manzoni, M. and Parizzi, A.",
        TITLE = "BUD: Band-limited uncalibrated detector of environmental changes for
InSAR monitoring framework",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114616"}

@article{bb118042,
        AUTHOR = "Wang, L. and Sun, B. and Zhao, C.H. and Mazhar, S. and Ohtsuki, T. and Takis Mathiopoulos, P. and Adachi, F.",
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@article{bb118043,
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        TITLE = "Graph-Based Multi-Resolution Cosegmentation for Coarse-to-Fine
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@article{bb118044,
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        NUMBER = "1",
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@article{bb118045,
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@inproceedings{bb118046,
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        TITLE = "Cross-Rejective Open-Set SAR Image Registration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23027-23036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114621"}

@inproceedings{bb118047,
        AUTHOR = "Reinisch, E.C. and Henderson, B.G.",
        TITLE = "Application of Anomalous Change Detection for Identifying Changes in
InSAR Time Series",
        BOOKTITLE = Southwest24,
        YEAR = "2024",
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@inproceedings{bb118048,
        AUTHOR = "Ma, L. and Wang, L. and Zhao, C.H. and E, J.H. and Ohtsuki, T.",
        TITLE = "Multilayer Attention Mechanism for Change Detection in SAR Image
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        PAGES = "2110-2114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT114623"}

@inproceedings{bb118049,
        AUTHOR = "Manzoni, M. and Monti Guarnieri, A. and Molinari, M.E.",
        TITLE = "High-resolution SAR Coherent Change Detection In Urban Environment",
        BOOKTITLE = ISPRS20,
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@inproceedings{bb118050,
        AUTHOR = "Seydi, S.T. and Shahhoseini, R.",
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Polarimetric Remote Sensing Images",
        BOOKTITLE = SMPR19,
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@inproceedings{bb118051,
        AUTHOR = "Yousefizadeh, L. and Shahhoseini, R. and Homayouni, S.",
        TITLE = "Full Polarimetric Uavsar Image Change Detection Based On Change Indices",
        BOOKTITLE = SMPR19,
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@inproceedings{bb118052,
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@article{bb118082,
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