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Original Articles

Unsupervised classification based on fuzzy c-means with uncertainty analysis

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Pages 1087-1096 | Received 26 Mar 2012, Accepted 04 Aug 2013, Published online: 10 Oct 2013

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Quang-Thanh Bui, Quoc-Huy Nguyen, Van Manh Pham, Vu Dong Pham, Mai Hoang Tran, Trang T.H. Tran, Huu Duy Nguyen, Xuan Linh Nguyen & Hai Minh Pham. (2019) A Novel Method for Multispectral Image Classification by Using Social Spider Optimization Algorithm Integrated to Fuzzy C-Mean Clustering. Canadian Journal of Remote Sensing 45:1, pages 42-53.
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Hua Zhang, Lorenzo Bruzzone, Wenzhong Shi, Ming Hao & Yunjia Wang. (2018) Enhanced Spatially Constrained Remotely Sensed Imagery Classification Using a Fuzzy Local Double Neighborhood Information C-Means Clustering Algorithm. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11:8, pages 2896-2910.
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Xijiang Chen, Kegen Yu & Hao Wu. (2018) Determination of Minimum Detectable Deformation of Terrestrial Laser Scanning Based on Error Entropy Model. IEEE Transactions on Geoscience and Remote Sensing 56:1, pages 105-116.
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Jifa Guo & Hongyuan Huo. (2017) An Enhanced IT2FCM* Algorithm Integrating Spectral Indices and Spatial Information for Multi-Spectral Remote Sensing Image Clustering. Remote Sensing 9:9, pages 960.
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Hua Zhang, Qunming Wang, Wenzhong Shi & Ming Hao. (2017) A Novel Adaptive Fuzzy Local Information $C$ -Means Clustering Algorithm for Remotely Sensed Imagery Classification. IEEE Transactions on Geoscience and Remote Sensing 55:9, pages 5057-5068.
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Hongyuan Huo, Jifa Guo, Zhao-Liang Li & Xiaoguang Jiang. (2017) Remote Sensing of Spatiotemporal Changes in Wetland Geomorphology Based on Type 2 Fuzzy Sets: A Case Study of Beidagang Wetland from 1975 to 2015. Remote Sensing 9:7, pages 683.
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Reza Khatami, Giorgos Mountrakis & Stephen V. Stehman. (2017) Mapping per-pixel predicted accuracy of classified remote sensing images. Remote Sensing of Environment 191, pages 156-167.
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Ratna Dewi, Wietske Bijker & Alfred Stein. (2017) Change Vector Analysis to Monitor the Changes in Fuzzy Shorelines. Remote Sensing 9:2, pages 147.
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Ming Hao, Wenzhong Shi, Hua Zhang, Qunming Wang & Kazhong Deng. (2016) A Scale-Driven Change Detection Method Incorporating Uncertainty Analysis for Remote Sensing Images. Remote Sensing 8:9, pages 745.
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Jinghui Yang, Liguo Wang & Jinxi Qian. (2015) Hyperspectral Imagery Classification Based on Sparse Feature and Neighborhood Homogeneity. Journal of the Indian Society of Remote Sensing 43:3, pages 445-457.
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