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Articles

Texture analysis of IKONOS satellite imagery for urban land use and land cover classification

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Pages 163-170 | Published online: 18 Jul 2013

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Gang Cheng, Huan Ding, Jie Yang & Yushu Cheng. (2023) Crop type classification with combined spectral, texture, and radar features of time-series Sentinel-1 and Sentinel-2 data. International Journal of Remote Sensing 44:4, pages 1215-1237.
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D. Matarira, O. Mutanga & M. Naidu. (2022) Texture analysis approaches in modelling informal settlements: a review. Geocarto International 37:26, pages 13451-13478.
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D. Matarira, O. Mutanga & M. Naidu. (2022) Performance evaluation of pansharpening Sentinel 2A imagery for informal settlement identification by spectral-textural features. Transactions of the Royal Society of South Africa 77:3, pages 181-194.
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Zeyu Xu, Cheng Su & Xiaocan Zhang. (2021) A semantic segmentation method with category boundary for Land Use and Land Cover (LULC) mapping of Very-High Resolution (VHR) remote sensing image. International Journal of Remote Sensing 42:8, pages 3146-3165.
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Mojtaba Saboori, Ali Asghar Torahi & Hamid Reza Riyahi Bakhtyari. (2019) Combining multi-scale textural features from the panchromatic bands of high spatial resolution images with ANN and MLC classification algorithms to extract urban land uses. International Journal of Remote Sensing 40:22, pages 8608-8634.
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Jing-Jing Zhou, Zhong Zhao, Jun Zhao, Qingxia Zhao, Fei Wang & Haize Wang. (2014) A comparison of three methods for estimating the LAI of black locust (Robinia pseudoacacia L.) plantations on the Loess Plateau, China. International Journal of Remote Sensing 35:1, pages 171-188.
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Dadirai Matarira, Onisimo Mutanga & Maheshvari Naidu. (2022) Google Earth Engine for Informal Settlement Mapping: A Random Forest Classification Using Spectral and Textural Information. Remote Sensing 14:20, pages 5130.
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Muying Luo & Shunping Ji. (2022) Cross-spatiotemporal land-cover classification from VHR remote sensing images with deep learning based domain adaptation. ISPRS Journal of Photogrammetry and Remote Sensing 191, pages 105-128.
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Debraj Roy, David Bernal & Michael Lees. (2019) An exploratory factor analysis model for slum severity index in Mexico City. Urban Studies 57:4, pages 789-805.
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Elahe Tamimi, Hamid Ebadi & Abbas Kiani. (2017) Evaluation of different metaheuristic optimization algorithms in feature selection and parameter determination in SVM classification. Arabian Journal of Geosciences 10:22.
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Monika Kuffer, Karin Pfeffer & Richard Sliuzas. (2016) Slums from Space—15 Years of Slum Mapping Using Remote Sensing. Remote Sensing 8:6, pages 455.
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Monika Kuffer, Karin Pfeffer, Richard Sliuzas & Isa Baud. (2016) Extraction of Slum Areas From VHR Imagery Using GLCM Variance. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9:5, pages 1830-1840.
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Hasituya, Zhong-xin Chen, Wen-bin Wu & Huang Qing. (2015) Monitoring plastic-mulched farmland using Landsat-8 OLI imagery. Monitoring plastic-mulched farmland using Landsat-8 OLI imagery.
Monika Kuffer, Richard Sliuzas, Karin Pfeffer & Isa Baud. (2015) The utility of the co-occurrence matrix to extract slum areas from VHR imagery. The utility of the co-occurrence matrix to extract slum areas from VHR imagery.
En-qin Liu, Wan-cun Zhou, Jie-ming Zhou, Huai-yong Shao & Xin Yang. (2013) Combining spectral with texture features into object-oriented classification in mountainous terrain using advanced land observing satellite image. Journal of Mountain Science 10:5, pages 768-776.
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Jinwei Dong, Xiangming Xiao, Sage Sheldon, Chandrashekhar Biradar & Guishui Xie. (2012) Mapping tropical forests and rubber plantations in complex landscapes by integrating PALSAR and MODIS imagery. ISPRS Journal of Photogrammetry and Remote Sensing 74, pages 20-33.
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Ulya Bayram, Gulcan Can, Baris Yuksel, Sebnem Duzgun & Nese Yalabik. (2011) Unsupervised land use - land cover classification for multispectral images. Unsupervised land use - land cover classification for multispectral images.
So-Ra Kim, Woo-Kyun Lee, Doo-Ahn Kwak, Greg Biging, Peng Gong, Jun-Hak Lee & Hyun-Kook Cho. (2011) Forest Cover Classification by Optimal Segmentation of High Resolution Satellite Imagery. Sensors 11:2, pages 1943-1958.
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