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International Journal of Remote Sensing Volume 39, 2018 - Issue 15-16: Unmanned Aerial Systems (UAS) for Environmental Applications
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Articles

Iterative K – Nearest Neighbors Algorithm (IKNN) for submeter spatial resolution image classification obtained by Unmanned Aerial Vehicle (UAV)

Luis Fernando Chimelo RuizRemote Sensing, Federal University Rio Grande of Sul, Porto Alegre, BrazilCorrespondence[email protected]
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Laurindo Antonio GuasselliRemote Sensing, Federal University Rio Grande of Sul, Porto Alegre, BrazilView further author information
,
Alexandre ten CatenDepartment of Biodiversity, Agriculture and Forestry, Federal University of Santa Catarina, Curitibanos, BrazilsView further author information
&
Daniel Capella ZanottaDepartment of Geoprocessing, Federal Institute of Education, Science and Technology of Rio Grande do Sul, Rio Grande, BrazilView further author information
Pages 5043-5058 | Received 06 Oct 2016, Accepted 08 Feb 2018, Published online: 08 Mar 2018

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Anita Simic Milas, Joaquim João Sousa, Timothy A. Warner, Ana Cláudia Teodoro, Emanuel Peres, José Alberto Gonçalves, Jorge Delgado Garcia, Ricardo Bento, Stuart Phinn & Amy Woodget. (2018) Unmanned Aerial Systems (UAS) for environmental applications special issue preface. International Journal of Remote Sensing 39:15-16, pages 4845-4851.
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You Mo, Zhaocheng Guo, Ruofei Zhong, Wen Song & Shisong Cao. (2024) Urban Functional Zone Classification Using Light-Detection-and-Ranging Point Clouds, Aerial Images, and Point-of-Interest Data. Remote Sensing 16:2, pages 386.
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Giulia Cecili, Paolo De Fioravante, Pasquale Dichicco, Luca Congedo, Marco Marchetti & Michele Munafò. (2023) Land Cover Mapping with Convolutional Neural Networks Using Sentinel-2 Images: Case Study of Rome. Land 12:4, pages 879.
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Gaoteng Yuan, Yinping Dong & Xiaofeng Zhou. (2022) Image classification of vaginal microecology detection based on gabor texture and LSTM model. Technology and Health Care 30:4, pages 919-936.
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J. Senthilnath, Abhishek Kumar, Anurag Jain, K. Harikumar, Meenakumari Thapa, S. Suresh, Gautham Anand & Jon Atli Benediktsson. (2022) BS-McL: Bilevel Segmentation Framework With Metacognitive Learning for Detection of the Power Lines in UAV Imagery. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-12.
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K. Silpaja Chandrasekar & P. Geetha. (2021) A new formation of supervised dimensionality reduction method for moving vehicle classification. Neural Computing and Applications 33:13, pages 7839-7850.
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Luis Fernando Chimelo Ruiz, Laurindo Antonio Guasselli, João Paulo Delapasse Simioni, Tássia Fraga Belloli & Pâmela Caroline Barros Fernandes. (2021) Object-based classification of vegetation species in a subtropical wetland using Sentinel-1 and Sentinel-2A images. Science of Remote Sensing 3, pages 100017.
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Yan Zhao & Ming Zhao. (2019) Ground Target Localization Algorithm Based on UAV Aerial Image Analysis. Ground Target Localization Algorithm Based on UAV Aerial Image Analysis.

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