@article{bb120100,
        AUTHOR = "Yang, W. and Yang, X. and Yan, T. and Song, H. and Xia, G.S.",
        TITLE = "Region-Based Change Detection for Polarimetric SAR Images Using
Wishart Mixture Models",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "6746-6756",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116670"}

@inproceedings{bb120101,
        AUTHOR = "Huang, X.J. and Yang, W. and Xia, G.S. and Liao, M.S.",
        TITLE = "Superpixel-based change detection in high resolution SAR images using
region covariance features",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116671"}

@inproceedings{bb120102,
        AUTHOR = "Song, H. and Yang, W. and Huang, X.J. and Xu, X.",
        TITLE = "Region-based change detection of PolSAR images using analytic
information-theoretic divergence",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116672"}

@article{bb120103,
        AUTHOR = "Yu, H. and Yang, W. and Hua, G. and Ru, H. and Huang, P.P.",
        TITLE = "Change Detection Using High Resolution Remote Sensing Images Based on
Active Learning and Markov Random Fields",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116673"}

@article{bb120104,
        AUTHOR = "Ajadi, O.A. and Meyer, F.J. and Webley, P.W.",
        TITLE = "Change Detection in Synthetic Aperture Radar Images Using a
Multiscale-Driven Approach",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "6",
        PAGES = "482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116674"}

@article{bb120105,
        AUTHOR = "Akbari, V. and Anfinsen, S.N. and Doulgeris, A.P. and Eltoft, T. and Moser, G. and Serpico, S.B.",
        TITLE = "Polarimetric SAR Change Detection With the Complex Hotelling-Lawley
Trace Statistic",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "3953-3966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116675"}

@article{bb120106,
        AUTHOR = "Bouhlel, N. and Akbari, V. and Meric, S.",
        TITLE = "Change Detection in Multilook Polarimetric SAR Imagery With
Determinant Ratio Test Statistic",
        JOURNAL = GeoRS,
        VOLUME = "60",
        YEAR = "2022",
        PAGES = "1-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116676"}

@article{bb120107,
        AUTHOR = "Zheng, Y.G. and Jiao, L.C. and Liu, H.Y. and Zhang, X.R. and Hou, B. and Wang, S.",
        TITLE = "Unsupervised saliency-guided SAR image change detection",
        JOURNAL = PR,
        VOLUME = "61",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "309-326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116677"}

@article{bb120108,
        AUTHOR = "Vu, V.T. and Pettersson, M.I. and Machado, R. and Dammert, P. and Hellsten, H.",
        TITLE = "False Alarm Reduction in Wavelength-Resolution SAR Change Detection
Using Adaptive Noise Canceler",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "591-599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116678"}

@article{bb120109,
        AUTHOR = "Gao, F. and Liu, X.P. and Dong, J.Y. and Zhong, G.Q. and Jian, M.",
        TITLE = "Change Detection in SAR Images Based on Deep Semi-NMF and SVD
Networks",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "5",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116679"}

@article{bb120110,
        AUTHOR = "Gong, M.G. and Yang, H.L. and Zhang, P.Z.",
        TITLE = "Feature learning and change feature classification based on deep
learning for ternary change detection in SAR images",
        JOURNAL = PandRS,
        VOLUME = "129",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "212-225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116680"}

@article{bb120111,
        AUTHOR = "McGuinness, C. and Balster, E.",
        TITLE = "Enabling Reliable Change Detection for Independently Compressed SAR
Images",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4785-4794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116681"}

@article{bb120112,
        AUTHOR = "Li, L. and Zhao, Y. and Sun, J. and Stolkin, R. and Pan, Q. and Chan, J.C. and Kong, S.G. and Liu, Z.",
        TITLE = "Deformable Dictionary Learning for SAR Image Change Detection",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4605-4617",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116682"}

@article{bb120113,
        AUTHOR = "Zhuang, H. and Fan, H.D. and Deng, K.Z. and Yao, G.B.",
        TITLE = "A Spatial-Temporal Adaptive Neighborhood-Based Ratio Approach for
Change Detection in SAR Images",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116683"}

@article{bb120114,
        AUTHOR = "Vu, V.T. and Gomes, N.R. and Pettersson, M.I. and Dammert, P. and Hellsten, H.",
        TITLE = "Bivariate Gamma Distribution for Wavelength-Resolution SAR Change
Detection",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "473-481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116684"}

@article{bb120115,
        AUTHOR = "Gao, G.",
        TITLE = "Comments on 'Statistical Tests for a Ship Detector Based on the
Polarimetric Notch Filter'",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3086-3087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116685"}

@article{bb120116,
        AUTHOR = "Cui, B. and Zhang, Y.H. and Yan, L. and Wei, J.J. and Wu, H.",
        TITLE = "An Unsupervised SAR Change Detection Method Based on Stochastic
Subspace Ensemble Learning",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116686"}

@article{bb120117,
        AUTHOR = "Dominguez, E.M. and Magnard, C. and Meier, E. and Small, D. and Schaepman, M.E. and Henke, D.",
        TITLE = "A Back-Projection Tomographic Framework for VHR SAR Image Change
Detection",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4470-4484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116687"}

@article{bb120118,
        AUTHOR = "Li, Y.Y. and Peng, C. and Chen, Y.Q. and Jiao, L.C. and Zhou, L.H. and Shang, R.H.",
        TITLE = "A Deep Learning Method for Change Detection in Synthetic Aperture
Radar Images",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5751-5763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116688"}

@article{bb120119,
        AUTHOR = "Yang, M.J. and Jiao, L.C. and Liu, F. and Hou, B. and Yang, S.Y.",
        TITLE = "Transferred Deep Learning-Based Change Detection in Remote Sensing
Images",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6960-6973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116689"}

@article{bb120120,
        AUTHOR = "Han, X. and Yang, F. and Du, J. and Zhang, X.R. and Zhou, H.Y. and Hou, B.",
        TITLE = "Cross-Image Feature Interaction Network for Change Detection in
Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "5",
        PAGES = "717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116690"}

@article{bb120121,
        AUTHOR = "Chen, P.H. and Guo, L. and Zhang, X.R. and Qin, K. and Ma, W.T. and Jiao, L.C.",
        TITLE = "Attention-Guided Siamese Fusion Network for Change Detection of
Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "22",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116691"}

@article{bb120122,
        AUTHOR = "Li, L.L. and Liu, Q. and Cao, G.J. and Jiao, L.C. and Liu, F. and Liu, X. and Chen, P.H.",
        TITLE = "Multidirectional Attention Fusion Network for SAR Change Detection",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "19",
        PAGES = "3590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116692"}

@article{bb120123,
        AUTHOR = "Yang, M.J. and Jiao, L.C. and Hou, B. and Liu, F. and Yang, S.Y.",
        TITLE = "Selective Adversarial Adaptation-Based Cross-Scene Change Detection
Framework in Remote Sensing Images",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "2188-2203",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116693"}

@article{bb120124,
        AUTHOR = "Liu, G.C. and Li, L.L. and Jiao, L.C. and Dong, Y.S. and Li, X.L.",
        TITLE = "Stacked Fisher autoencoder for SAR change detection",
        JOURNAL = PR,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116694"}

@article{bb120125,
        AUTHOR = "Peng, D. and Pan, T. and Yang, W. and Li, H.C.",
        TITLE = "K-Matrix: A Novel Change-Pattern Mining Method for SAR Image Time
Series",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "18",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116695"}

@article{bb120126,
        AUTHOR = "Geng, J. and Ma, X. and Zhou, X. and Wang, H.",
        TITLE = "Saliency-Guided Deep Neural Networks for SAR Image Change Detection",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "7365-7377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116696"}

@article{bb120127,
        AUTHOR = "Samadi, F. and Akbarizadeh, G. and Kaabi, H.",
        TITLE = "Change detection in SAR images using deep belief network:
a new training approach based on morphological images",
        JOURNAL = IET-IPR,
        VOLUME = "13",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "October",
        PAGES = "2255-2264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116697"}

@article{bb120128,
        AUTHOR = "Wan, L. and Xiang, Y. and You, H.",
        TITLE = "An Object-Based Hierarchical Compound Classification Method for
Change Detection in Heterogeneous Optical and SAR Images",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9941-9959",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116698"}

@article{bb120129,
        AUTHOR = "Luo, B. and Hu, C.D. and Su, X. and Wang, Y.J.",
        TITLE = "Differentially Deep Subspace Representation for Unsupervised Change
Detection of SAR Images",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116699"}

@article{bb120130,
        AUTHOR = "Li, H.C. and Yang, G. and Yang, W. and Du, Q. and Emery, W.J.",
        TITLE = "Deep nonsmooth nonnegative matrix factorization network with
semi-supervised learning for SAR image change detection",
        JOURNAL = PandRS,
        VOLUME = "160",
        YEAR = "2020",
        PAGES = "167-179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116700"}

@article{bb120131,
        AUTHOR = "Zhang, X.Z. and Su, H. and Zhang, C. and Gu, X.W. and Tan, X.O. and Atkinson, P.M.",
        TITLE = "Robust unsupervised small area change detection from SAR imagery
using deep learning",
        JOURNAL = PandRS,
        VOLUME = "173",
        YEAR = "2021",
        PAGES = "79-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116701"}

@article{bb120132,
        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,
        VOLUME = "193",
        YEAR = "2022",
        PAGES = "137-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116702"}

@article{bb120133,
        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#TT116703"}

@article{bb120134,
        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,
        VOLUME = "163",
        YEAR = "2020",
        PAGES = "137-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116704"}

@article{bb120135,
        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,
        VOLUME = "164",
        YEAR = "2020",
        PAGES = "61-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116705"}

@article{bb120136,
        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#TT116706"}

@article{bb120137,
        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#TT116707"}

@article{bb120138,
        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#TT116708"}

@article{bb120139,
        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#TT116709"}

@article{bb120140,
        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#TT116710"}

@article{bb120141,
        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#TT116711"}

@article{bb120142,
        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#TT116712"}

@article{bb120143,
        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#TT116713"}

@article{bb120144,
        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#TT116714"}

@article{bb120145,
        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#TT116715"}

@article{bb120146,
        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#TT116716"}

@article{bb120147,
        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#TT116717"}

@article{bb120148,
        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#TT116718"}

@article{bb120149,
        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#TT116719"}

@article{bb120150,
        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#TT116720"}

@article{bb120151,
        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#TT116721"}

@article{bb120152,
        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#TT116722"}

@article{bb120153,
        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#TT116723"}

@article{bb120154,
        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#TT116724"}

@article{bb120155,
        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#TT116725"}

@article{bb120156,
        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#TT116726"}

@article{bb120157,
        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#TT116727"}

@article{bb120158,
        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#TT116728"}

@article{bb120159,
        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#TT116729"}

@article{bb120160,
        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#TT116730"}

@article{bb120161,
        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,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "11",
        PAGES = "2741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116731"}

@article{bb120162,
        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#TT116732"}

@article{bb120163,
        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",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "11",
        PAGES = "1861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116733"}

@article{bb120164,
        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,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "11",
        PAGES = "1961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116734"}

@article{bb120165,
        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",
        JOURNAL = RS,
        VOLUME = "16",
        YEAR = "2024",
        NUMBER = "12",
        PAGES = "2151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116735"}

@article{bb120166,
        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,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "10",
        PAGES = "2754-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116736"}

@article{bb120167,
        AUTHOR = "Jing, W. and Bai, H.C. 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",
        JOURNAL = PandRS,
        VOLUME = "223",
        YEAR = "2025",
        PAGES = "317-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116737"}

@article{bb120168,
        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,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "10",
        PAGES = "1782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116738"}

@article{bb120169,
        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,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116739"}

@article{bb120170,
        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",
        JOURNAL = PandRS,
        VOLUME = "229",
        YEAR = "2025",
        PAGES = "49-64",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116740"}

@article{bb120171,
        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#TT116741"}

@article{bb120172,
        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",
        JOURNAL = PandRS,
        VOLUME = "230",
        YEAR = "2025",
        PAGES = "55-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116742"}

@article{bb120173,
        AUTHOR = "Wang, L. and Sun, B. and Zhao, C.H. and Mazhar, S. and Ohtsuki, T. and Takis Mathiopoulos, P. and Adachi, F.",
        TITLE = "SAR image change detection based on saliency region guidance and SIFT
keypoint extraction",
        JOURNAL = PR,
        VOLUME = "172",
        YEAR = "2026",
        PAGES = "112471",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116743"}

@article{bb120174,
        AUTHOR = "Zhu, J.X. and Yu, M. and Wang, F. and Zhou, G.Y. and Jiao, N.G. and Xiang, Y.M. and You, H.J.",
        TITLE = "Graph-Based Multi-Resolution Cosegmentation for Coarse-to-Fine
Object-Level SAR Image Change Detection",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "22",
        PAGES = "3736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116744"}

@article{bb120175,
        AUTHOR = "Yu, S.C. and Wang, Z.L. and Qu, J.Y. and Liu, X.X. and Liu, L.C. and Yang, B. and He, Q.",
        TITLE = "When Deep Learning Meets Broad Learning: A Unified Framework for
Change Detection with Synthetic Aperture Radar Images",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "1",
        PAGES = "143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116745"}

@article{bb120176,
        AUTHOR = "Portella, L. and Cintra, R.J. and Pinheiro, A.",
        TITLE = "Low-Complexity Approximations of the WECS Method for SAR Change
Detection",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "643-647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116746"}

@article{bb120177,
        AUTHOR = "Shi, Y.Q. and Yang, R. and Yin, C.S. and Lu, Y.W. and Huang, B. and Wen, Y.Q. and Zhong, Y.H. and Gu, Z.Y.",
        TITLE = "MV-S2CD: A Modality-Bridged Vision Foundation Model-Based Framework
for Unsupervised Optical-SAR Change Detection",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "6",
        PAGES = "931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116747"}

@article{bb120178,
        AUTHOR = "Song, W.X. and Lv, Q.W. and Ding, Z. and Hong, S. and Qi, Z.X.",
        TITLE = "A Dual-Modal Framework Integrating SAR-Based Change Screening and
Optical-Scene-Informed Identification for High-Frequency Monitoring
of Construction-Ready Bare Land",
        JOURNAL = RS,
        VOLUME = "18",
        YEAR = "2026",
        NUMBER = "8",
        PAGES = "1103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116748"}

@article{bb120179,
        AUTHOR = "Liu, D. and Balz, T.",
        TITLE = "Deviation-guided dual-model machine learning SAR coherence change
detection framework for extracting changes in low-coherence areas",
        JOURNAL = PandRS,
        VOLUME = "238",
        YEAR = "2026",
        PAGES = "571-588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116749"}

@inproceedings{bb120180,
        AUTHOR = "Mao, S. and Lu, S.M. and Du, Z. and Jiao, L.C. and Gou, S.P. and Mou, L. and Lu, X.Q. and Xiong, L. and Zhang, Y.M.",
        TITLE = "Cross-Rejective Open-Set SAR Image Registration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23027-23036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116750"}

@inproceedings{bb120181,
        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",
        PAGES = "41-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116751"}

@inproceedings{bb120182,
        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
Spatial-Frequency Domain",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "2110-2114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116752"}

@inproceedings{bb120183,
        AUTHOR = "Manzoni, M. and Monti Guarnieri, A. and Molinari, M.E.",
        TITLE = "High-resolution SAR Coherent Change Detection In Urban Environment",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B3:1569-1575",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116753"}

@inproceedings{bb120184,
        AUTHOR = "Seydi, S.T. and Shahhoseini, R.",
        TITLE = "Transformation Based Algorithms for Change Detection in Full
Polarimetric Remote Sensing Images",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "963-967",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116754"}

@inproceedings{bb120185,
        AUTHOR = "Yousefizadeh, L. and Shahhoseini, R. and Homayouni, S.",
        TITLE = "Full Polarimetric Uavsar Image Change Detection Based On Change Indices",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "1107-1111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116755"}

@inproceedings{bb120186,
        AUTHOR = "Hu, H. and Liu, B. and Guo, W.W. and Zhang, Z.H. and Yu, W.X.",
        TITLE = "Preliminary exploration of introducing spatial correlation
information into the probabilistic patch-based similarity measure",
        BOOKTITLE = MultiTemp17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116756"}

@inproceedings{bb120187,
        AUTHOR = "Garzelli, A. and Zoppetti, C.",
        TITLE = "Optimizing SAR change detection based on log-ratio features",
        BOOKTITLE = MultiTemp17,
        YEAR = "2017",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116757"}

@inproceedings{bb120188,
        AUTHOR = "Bouhlel, N. and Ginolhac, G. and Jolibois, E. and Atto, A.",
        TITLE = "Multivariate statistical modeling for multi-temporal SAR change
detection using wavelet transforms",
        BOOKTITLE = MultiTemp15,
        YEAR = "2015",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116758"}

@inproceedings{bb120189,
        AUTHOR = "Quach, T.T. and Malinas, R. and Koch, M.W.",
        TITLE = "A model-based approach to finding tracks in SAR CCD images",
        BOOKTITLE = PBVS15,
        YEAR = "2015",
        PAGES = "41-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116759"}

@inproceedings{bb120190,
        AUTHOR = "Sun, X. and Zhang, J. and Zhai, L.",
        TITLE = "Multipolarimetric SAR Image Change Detection Based on Multiscale
Feature-Level Fusion",
        BOOKTITLE = IWIDF15,
        YEAR = "2015",
        PAGES = "155-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116760"}

@inproceedings{bb120191,
        AUTHOR = "Dominguez, E.M. and Henke, D. and Small, D. and Meier, E.",
        TITLE = "High Resolution Airborne SAR Image Change Detection in Urban Areas with
Slightly Different Acquisition Geometries",
        BOOKTITLE = PIA15,
        YEAR = "2015",
        PAGES = "127-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116761"}

@inproceedings{bb120192,
        AUTHOR = "Boldt, M. and Thiele, A. and Schulz, K. and Hinz, S.",
        TITLE = "SAR Image Segmentation Using Morphological Attribute Profiles",
        BOOKTITLE = PCV14,
        YEAR = "2014",
        PAGES = "39-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116762"}

@inproceedings{bb120193,
        AUTHOR = "Boldt, M. and Schulz, K. and Thiele, A. and Hinz, S.",
        TITLE = "Using Morphological Differential Attribute Profiles for Change
Categorization in High Resolution SAR Images",
        BOOKTITLE = Hannover13,
        YEAR = "2013",
        PAGES = "29-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116763"}

@inproceedings{bb120194,
        AUTHOR = "Krylov, V.A. and Moser, G. and Voisin, A. and Serpico, S.B. and Zerubia, J.B.",
        TITLE = "Change detection with synthetic aperture radar images by Wilcoxon
statistic likelihood ratio test",
        BOOKTITLE = ICIP12,
        YEAR = "2012",
        PAGES = "2093-2096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116764"}

@inproceedings{bb120195,
        AUTHOR = "Hachicha, S. and Chaabane, F.",
        TITLE = "Multi-temporal Sar Change Detection And Monitoring",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B7:293-298",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116765"}

@inproceedings{bb120196,
        AUTHOR = "Liu, M. and Zhang, H. and Wang, C. and Tang, Y.X.",
        TITLE = "PolSAR change detection for specific land cover type by testing
equality of two PolInSAR coherency matrixes",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "371-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116766"}

@inproceedings{bb120197,
        AUTHOR = "Hachicha, S. and Deledalle, C.A. and Chaabane, F. and Tupin, F.",
        TITLE = "Multi-temporal SAR classification according to change detection
operators",
        BOOKTITLE = MultiTemp11,
        YEAR = "2011",
        PAGES = "133-136",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116767"}

@inproceedings{bb120198,
        AUTHOR = "Gromek, A. and Jenerowicz, M.",
        TITLE = "SAR imagery change detection method for Land Border Monitoring",
        BOOKTITLE = MultiTemp11,
        YEAR = "2011",
        PAGES = "213-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116768"}

@inproceedings{bb120199,
        AUTHOR = "Hachicha, S. and Chaabane, F.",
        TITLE = "Application of DSM theory for SAR image change detection",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "3733-3736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl506sa1.html#TT116769"}

Last update:Aug 19, 2026 at 13:26:35