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Articles

Unsupervised change detection in SAR images based on frequency difference and a modified fuzzy c-means clustering

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Pages 3055-3075 | Received 24 Apr 2017, Accepted 18 Jan 2018, Published online: 09 Feb 2018

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Abbas Kakoolvand, Maryam Imani & Hassan Ghassemian. (2022) Unsupervised change detection in SAR images based on generalized likelihood ratio test and a two-stage morphological filter. International Journal of Remote Sensing 43:12, pages 4630-4662.
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Chang Wang, Yongsheng Zhang & Xu Wang. (2019) Coarse-to-fine SAR image change detection method. Remote Sensing Letters 10:12, pages 1153-1162.
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Bin Cui, Yonghong Zhang, Li Yan, Jujie Wei & Qinglun Huang. (2019) A SAR change detection method based on the consistency of single-pixel difference and neighbourhood difference. Remote Sensing Letters 10:5, pages 488-495.
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Articles from other publishers (20)

Xiaofeng Zhang, Liejun Wang & Shuli Cheng. (2024) A Multiscale Cascaded Cross-Attention Hierarchical Network for Change Detection on Bitemporal Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-16.
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Wei Luo, Tao Feng & Hong Liang. (2023) A spatial-frequency-temporal feature extraction network for change detection in synthetic aperture radar images1. Journal of Intelligent & Fuzzy Systems 44:1, pages 783-800.
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Yu Zhao, Pan Chen, Zhengchao Chen, Yongqing Bai, Zhujun Zhao & Xuan Yang. (2023) A Triple-Stream Network With Cross-Stage Feature Fusion for High-Resolution Image Change Detection. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-17.
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Jakka Thrisul Kumar, Mallikarjuna Reddy Yennapusa & Bhima Prabhakara Rao. (2022) TRI-SU-L ADWT-FCM: TRI-SU-L-Based Change Detection in SAR Images with ADWT and Fuzzy C-Means Clustering. Journal of the Indian Society of Remote Sensing 50:9, pages 1667-1687.
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Pietro Mastro, Guido Masiello, Carmine Serio & Antonio Pepe. (2022) Change Detection Techniques with Synthetic Aperture Radar Images: Experiments with Random Forests and Sentinel-1 Observations. Remote Sensing 14:14, pages 3323.
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Hassan Mohamed, Kazuo Nadaoka & Takashi Nakamura. (2022) Automatic Semantic Segmentation of Benthic Habitats Using Images from Towed Underwater Camera in a Complex Shallow Water Environment. Remote Sensing 14:8, pages 1818.
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Akula Jaswanth, Neha Gupta, Anoop Kumar Mishra & Yan Chai Hum. (2022) Change Detection of SAR images based on Convolution Neural Network with Curvelet Transform. Change Detection of SAR images based on Convolution Neural Network with Curvelet Transform.
Fei Xie, Wenyuan Qiao, Tianqi Gao, Qun Duan, Tianshi Luo & Hao Li. (2022) Fuzzy Active Contour Model With Markov Random Field for Change Detection. IEEE Access 10, pages 77406-77417.
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Weidong Yan, Xinxin Liu, Jinhuan Wen, Jinfeng Hong, Sa Zhang & Rui Zhao. (2021) Change detection in remote sensing images based on manifold regularized joint non-negative matrix factorization. Earth Science Informatics 14:4, pages 1763-1776.
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J. Thrisul Kumar, B. M. S. Rani, M. Satish Kumar, M. V. Raju & K. Maria Das. (2021) Performance Evaluation of Change Detection in SAR Images Based on Hybrid Antlion DWT Fuzzy c-Means Clustering. Cybernetics and Information Technologies 21:2, pages 45-57.
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Tingting Ma & Guanhong Zhang. (2021) Research on self-adaptive clustering algorithms for large data sparse networks based on information entropy. Journal of Physics: Conference Series 1941:1, pages 012041.
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Lina Zeng, Deyun Zhou, Xiaoyang Li, Weiren Kong & Weinan Gao. (2021) SAR Target Detection Based on NCM-1K Clustering. SAR Target Detection Based on NCM-1K Clustering.
Rui Zhao, Guo-Hua Peng, Wei-dong Yan, Lu-Lu Pan & Li-Ya Wang. (2020) Change detection in SAR images based on superpixel segmentation and image regression. Earth Science Informatics 14:1, pages 69-79.
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Xiaoling Zhang & Xiyu Liu. (2021) Noises Cutting and Natural Neighbors Spectral Clustering Based on Coupling P System. Processes 9:3, pages 439.
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Yanan You, Jingyi Cao & Wenli Zhou. (2020) A Survey of Change Detection Methods Based on Remote Sensing Images for Multi-Source and Multi-Objective Scenarios. Remote Sensing 12:15, pages 2460.
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Zhe Zhang, Xiyu Liu & Lin Wang. (2020) Spectral Clustering Algorithm Based on Improved Gaussian Kernel Function and Beetle Antennae Search with Damping Factor. Computational Intelligence and Neuroscience 2020, pages 1-9.
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Dae Kyo Seo & Yang Dam Eo. (2020) A Learning-Based Image Fusion for High-Resolution SAR and Panchromatic Imagery. Applied Sciences 10:9, pages 3298.
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Yuli Sun, Lin Lei, Dongdong Guan, Xiao Li & Gangyao Kuang. (2020) SAR Image Change Detection Based on Nonlocal Low-Rank Model and Two-Level Clustering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 293-306.
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Zhang, Liu, Liu, Li & Ye. (2019) Edge Detection Algorithm of a Symmetric Difference Kernel SAR Image Based on the GAN Network Model. Symmetry 11:4, pages 557.
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Longqing Sun, Bing Luo, Ting Liu, Yan Liu & Yaoguang Wei. (2019) Algorithm of Adaptive Fast Clustering for Fish Swarm Color Image Segmentation. IEEE Access 7, pages 178753-178762.
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