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Original Articles

Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities

ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Pages 159-182 | Received 07 Nov 2017, Accepted 31 Dec 2017, Published online: 18 Jan 2018

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Clopas Kwenda, Mandlenkosi Victor Gwetu & Jean Vincent Fonou-Dombeu. (2023) A critical survey of GEOBIA methods for forest image detection and classification. Geocarto International 38:1.
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Andrew Clark, Brian J. Moorman & Dustin Whalen. (2023) UAV-SfM and Geographic Object-Based Image Analysis for Measuring Multi-Temporal Planimetric and Volumetric Erosion of Arctic Coasts. Canadian Journal of Remote Sensing 49:1.
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Wenye Wang, Xueliang Zhang, Pengfeng Xiao & Qi Su. (2023) Perturbed peer model with joint confidence for semi-supervised object-based classification in urban area. International Journal of Remote Sensing 44:14, pages 4417-4440.
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Elaveni Palanivel & Shirley Selvan. (2023) Integrated mixture model and ensemble learning geographic object-based image analysis for road network extraction. Journal of Spatial Science 0:0, pages 1-21.
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Beril Varol, Szilard Szabo, Raziye Hale Topaloğlu, Gül Aslı Aksu & Elif Sertel. (2023) Analysis of the association between image resolution and landscape metrics using multi-sensor LULC maps. Journal of Environmental Planning and Management 0:0, pages 1-22.
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Sangita S. Tomar, Raaj Ramsankaran & Jeffrey P. Walker. (2022) Spatially varying WIndow based maximum likelihood feature tracking (SWIFT) method for glacier surface velocity estimations. Geocarto International 37:26, pages 13769-13796.
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Raziye Hale Topaloğlu, Gül Asli Aksu, Yusuf Alizade Govarchin Ghale & Elif Sertel. (2022) High-resolution land use and land cover change analysis using GEOBIA and landscape metrics: A case of Istanbul, Turkey. Geocarto International 37:25, pages 9071-9097.
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André Augusto Gavlak & Ligia Vizeu Barrozo. (2022) Market analysis of the relationship between Brazilian Federal Government and the geospatial industry. Geo-spatial Information Science 0:0, pages 1-20.
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Haoyu Wang, Jian Wang, Zhanfeng Shen, Zihan Zhang, Junli Li, Lifang Zhao, Shuhui Jiao, Shuo Li, Yating Lei, Wenqi Kou, Jinghan Li & Jingdong Chen. (2022) Parcel-level mapping of apple orchard in smallholder agriculture areas based on feature-level fusion of VHR image and time-series images. International Journal of Remote Sensing 43:17, pages 6195-6220.
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Alireza Hamedianfar, Mohamed Barakat A. Gibril, Mohammadjavad Hosseinpoor & Petri K. E. Pellikka. (2022) Synergistic use of particle swarm optimization, artificial neural network, and extreme gradient boosting algorithms for urban LULC mapping from WorldView-3 images. Geocarto International 37:3, pages 773-791.
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Xianwei Lv, Zhenfeng Shao, Dongping Ming, Chunyuan Diao, Keqi Zhou & Chengzhuo Tong. (2021) Improved object-based convolutional neural network (IOCNN) to classify very high-resolution remote sensing images. International Journal of Remote Sensing 42:21, pages 8318-8344.
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Yao Zhou & Corene J. Matyas. (2021) Regionalization of precipitation associated with tropical cyclones using spatial metrics and satellite precipitation. GIScience & Remote Sensing 58:4, pages 542-561.
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Edward Zimudzi, Ian Sanders, Nicholas Rollings & Christian W. Omlin. (2021) Remote sensing of mangroves using unmanned aerial vehicles: current state and future directions. Journal of Spatial Science 66:2, pages 195-212.
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Z Lidzhegu, W.N Ellery, S.K Mantel & D.A Hughes. (2020) Delineating wetland areas from the cut-and-fill method using a Digital Elevation Model (DEM). South African Geographical Journal 102:1, pages 97-115.
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Tengfei Su. (2020) Object-based feature selection using class-pair separability for high-resolution image classification. International Journal of Remote Sensing 41:1, pages 238-271.
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Damien Arvor, Mariana Belgiu, Zoe Falomir, Isabelle Mougenot & Laurent Durieux. (2019) Ontologies to interpret remote sensing images: why do we need them?. GIScience & Remote Sensing 56:6, pages 911-939.
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Haiping Yang, Bo Yu, Jiancheng Luo & Fang Chen. (2019) Semantic segmentation of high spatial resolution images with deep neural networks. GIScience & Remote Sensing 56:5, pages 749-768.
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Eduarda Martiniano de Oliveira Silveira, Fernando Del Bon Espírito-Santo, Fausto Weimar Acerbi-Júnior, Lênio Soares Galvão, Kieran Daniel Withey, George Alan Blackburn, José Márcio de Mello, Yosio Edemir Shimabukuro, Tomas Domingues & José Roberto Soares Scolforo. (2019) Reducing the effects of vegetation phenology on change detection in tropical seasonal biomes. GIScience & Remote Sensing 56:5, pages 699-717.
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Benjamin Mewes & Andreas H. Schumann. (2019) An agent-based extension for object-based image analysis for the delineation of irrigated agriculture from remote sensing data. International Journal of Remote Sensing 40:12, pages 4623-4641.
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R. R. Antunes, T. Blaschke, D. Tiede, E. S. Bias, G. A. O. P. Costa & P. N. Happ. (2019) Proof of concept of a novel cloud computing approach for object-based remote sensing data analysis and classification. GIScience & Remote Sensing 56:4, pages 536-553.
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Ziqian Xiong, Xiuyuan Zhang, Xiaonan Wang & Jing Yuan. (2019) Self-adaptive segmentation of satellite images based on a weighted aggregation approach. GIScience & Remote Sensing 56:2, pages 233-255.
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Zahra Dabiri & Thomas Blaschke. (2019) Scale matters: a survey of the concepts of scale used in spatial disciplines. European Journal of Remote Sensing 52:1, pages 419-434.
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Libao Zhang, Qiaoyue Sun & Jue Zhang. (2018) Region of interest extraction via common salient feature analysis and feedback reinforcement strategy for remote sensing images. GIScience & Remote Sensing 55:5, pages 745-762.
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