486
Views
25
CrossRef citations to date
0
Altmetric
Articles

Object-based classification with features extracted by a semi-automatic feature extraction algorithm – SEaTH

, , , , , & show all
Pages 211-226 | Received 21 Jun 2010, Accepted 18 Jan 2011, Published online: 31 Mar 2011

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (9)

Yingwei Sun, Na Yao, Jiancheng Luo, Pei Leng & Xiangyang Liu. (2023) A spatiotemporal collaborative approach for precise crop planting structure mapping based on multi-source remote-sensing data. International Journal of Remote Sensing 0:0, pages 1-17.
Read now
Bo Zhao, Fan Yang, Rongzhen Zhang, Junping Shen, Jürgen Pilz & Dehui Zhang. (2021) Application of unsupervised learning of finite mixture models in ASTER VNIR data-driven land use classification. Journal of Spatial Science 66:1, pages 89-112.
Read now
Leighton Lombard, Riyad Ismail & Nitesh Poona. (2019) Modelling forest canopy gaps using LiDAR-derived variables. Geocarto International 34:2, pages 179-193.
Read now
Haïfa Ben-Romdhane, Mohamed Al-Musallami, Prashanth Reddy Marpu, Taha B. M. J. Ouarda & Hosni Ghedira. (2018) Change detection using remote sensing in a reef environment of the UAE during the extreme event of El Niño 2015–2016. International Journal of Remote Sensing 39:19, pages 6358-6382.
Read now
F. Cánovas-García & F. Alonso-Sarría. (2015) A local approach to optimize the scale parameter in multiresolution segmentation for multispectral imagery. Geocarto International 30:8, pages 937-961.
Read now
Georgia Galidaki & Ioannis Gitas. (2015) Mediterranean forest species mapping using classification of Hyperion imagery. Geocarto International 30:1, pages 48-61.
Read now
Mustafa Neamah Jebur, Helmi Zulhaidi Mohd Shafri, Biswajeet Pradhan & Mahyat Shafapour Tehrany. (2014) Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery. Geocarto International 29:7, pages 792-806.
Read now
Mahyat Shafapour Tehrany, Biswajeet Pradhan & Mustafa Neamah Jebuv. (2014) A comparative assessment between object and pixel-based classification approaches for land use/land cover mapping using SPOT 5 imagery. Geocarto International 29:4, pages 351-369.
Read now
Yi-Jin Peng, Xin Xu & Hui Song. (2013) Alpha-stable distribution for SAR image classification. Remote Sensing Letters 4:1, pages 65-74.
Read now

Articles from other publishers (16)

Aris Thomasberger, Mette Møller Nielsen, Mogens Rene Flindt, Satish Pawar & Niels Svane. (2023) Comparative Assessment of Five Machine Learning Algorithms for Supervised Object-Based Classification of Submerged Seagrass Beds Using High-Resolution UAS Imagery. Remote Sensing 15:14, pages 3600.
Crossref
Daniel Runfola, Heather Baier, Laura Mills, Maeve Naughton‐Rockwell & Anthony Stefanidis. (2022) Deep learning fusion of satellite and social information to estimate human migratory flows. Transactions in GIS 26:6, pages 2495-2518.
Crossref
Akanksha Balha, Javed Mallick, Suneel Pandey, Sandeep Gupta & Chander Kumar Singh. (2021) A comparative analysis of different pixel and object-based classification algorithms using multi-source high spatial resolution satellite data for LULC mapping. Earth Science Informatics 14:4, pages 2231-2247.
Crossref
Jinling Zhao, Yan Fang, Mingmei Zhang & Yingying Dong. (2020) Identification of Remote Sensing-Based Land Cover Types Combining Nearest-Neighbor Classification and SEaTH Algorithm. Journal of the Indian Society of Remote Sensing 48:7, pages 1007-1020.
Crossref
Laura Fragoso-Campón, Elia Quirós, Julián Mora, José Antonio Gutiérrez Gallego & Pablo Durán-Barroso. (2019) Overstory-understory land cover mapping at the watershed scale: accuracy enhancement by multitemporal remote sensing analysis and LiDAR. Environmental Science and Pollution Research 27:1, pages 75-88.
Crossref
Lin Li, Jian Liang, Min Weng & Haihong Zhu. (2018) A Multiple-Feature Reuse Network to Extract Buildings from Remote Sensing Imagery. Remote Sensing 10:9, pages 1350.
Crossref
Pradeep Baral, Yali Wen & Nadia Urriola. (2018) Forest Cover Changes and Trajectories in a Typical Middle Mountain Watershed of Western Nepal. Land 7:2, pages 72.
Crossref
Anzhi Yue, Yu Meng, Jiansheng Chen, Qingqing Huang, Chengyi Wang, Jingbo Chen & Dongxu He. (2017) Decision tree coupled with feature optimization for object-based classification of ZY-1-02C satellite images. Decision tree coupled with feature optimization for object-based classification of ZY-1-02C satellite images.
Saiping XuQianjun ZhaoKai YinBei CuiXiupeng Zhang. Research on remote sensing identification of rural abandoned homesteads using multiparameter characteristics method. Research on remote sensing identification of rural abandoned homesteads using multiparameter characteristics method.
Xinyu Zheng, Yang Wang, Muye Gan, Jing Zhang, Longmei Teng, Ke Wang, Zhangquan Shen & Ling Zhang. (2016) Discrimination of Settlement and Industrial Area Using Landscape Metrics in Rural Region. Remote Sensing 8:10, pages 845.
Crossref
Wanli Huang, Hu Li & Guangfa Lin. (2015) Classifying forest stands based on multi-scale structure features using Quickbird image. Classifying forest stands based on multi-scale structure features using Quickbird image.
Pei Zhou, Jinliang Huang, Robert PontiusJr.Jr. & Huasheng Hong. (2014) Land Classification and Change Intensity Analysis in a Coastal Watershed of Southeast China. Sensors 14:7, pages 11640-11658.
Crossref
Clemens Eisank, Mike Smith & John Hillier. (2014) Assessment of multiresolution segmentation for delimiting drumlins in digital elevation models. Geomorphology 214, pages 452-464.
Crossref
Daniel Miller Runfola, Colin Polsky, Craig Nicolson, Nicholas M. Giner, Robert Gilmore PontiusJr.Jr., Joseph Krahe & Albert Decatur. (2013) A growing concern? Examining the influence of lawn size on residential water use in suburban Boston, MA, USA. Landscape and Urban Planning 119, pages 113-123.
Crossref
Tessio Novack, Thomas Esch, Hermann Kux & Uwe Stilla. (2011) Machine Learning Comparison between WorldView-2 and QuickBird-2-Simulated Imagery Regarding Object-Based Urban Land Cover Classification. Remote Sensing 3:10, pages 2263-2282.
Crossref
Peter Burai, Reka Laposi, Peter Enyedi, Andras Schmotzer & Veronika Kozma Bognar. (2011) Mapping invasive vegetation using AISA Eagle airborne hyperspectral imagery in the Mid-Ipoly-Valley. Mapping invasive vegetation using AISA Eagle airborne hyperspectral imagery in the Mid-Ipoly-Valley.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.