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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

Use of active learning for earthquake damage mapping from UAV photogrammetric point clouds

Zhihua XuCollege of Geoscience and Surveying Engineering, China University of Mining & Technology, Beijing, ChinaView further author information
,
Lixin WuSchool of Geosciences and Info-physics, Central South University, Changsha, ChinaCorrespondence[email protected]
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&
Zhenxin ZhangAdvanced Innovation Center for Imaging Technology, Capital Normal University, Beijing, ChinaView further author information
Pages 5568-5595 | Received 30 Sep 2017, Accepted 08 Apr 2018, Published online: 26 Apr 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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Articles from other publishers (18)

Samuel Carani & Thomas J. Pingel. (2023) Detection of Tornado damage in forested regions via convolutional neural networks and uncrewed aerial system photogrammetry. Natural Hazards.
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Tengfei Su. (2022) Active learning with prediction vector diversity for crop classification in western Inner Mongolia. Multimedia Tools and Applications 82:10, pages 15079-15112.
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Madi Kargin, Rauan Lukpanov, Andrey Serenkov, Yerkin Shaymagambetov, Jumat Kargin, Reyes Garcia & Irwanda Laory. (2022) An innovative structural health assessment tool for existing precast concrete buildings using deep learning methods and thermal infrared satellite imagery. Journal of Civil Structural Health Monitoring 13:2-3, pages 561-578.
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Onur Coskun & Alper Aldemir. (2022) Machine learning network suitable for accurate rapid seismic risk estimation of masonry building stocks. Natural Hazards 115:1, pages 261-287.
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Edy Irwansyah & Alexander Agung Santoso Gunawan. 2023. Data Science and Algorithms in Systems. Data Science and Algorithms in Systems 728 739 .
Tengfei Su, Shengwei Zhang & Tingxi Liu. (2022) Active learning based on SVM and representativity in a coal mining environment. Earth Science Informatics 15:2, pages 1115-1135.
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Liam S Taylor, Duncan J Quincey, Mark W Smith, Celia A Baumhoer, Malcolm McMillan & Damien T Mansell. (2021) Remote sensing of the mountain cryosphere: Current capabilities and future opportunities for research. Progress in Physical Geography: Earth and Environment 45:6, pages 931-964.
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Marta Videras Rodríguez, Sergio Gómez Melgar, Antonio Sánchez Cordero & José Manuel Andújar Márquez. (2021) A Critical Review of Unmanned Aerial Vehicles (UAVs) Use in Architecture and Urbanism: Scientometric and Bibliometric Analysis. Applied Sciences 11:21, pages 9966.
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Joanna Zawadzka, Ian Truckell, Abdou Khouakhi & Mónica Rivas Casado. (2021) Detection of Flood Damage in Urban Residential Areas Using Object-Oriented UAV Image Analysis Coupled with Tree-Based Classifiers. Remote Sensing 13:19, pages 3913.
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Ling Tan, Ji Guo, Selvarajah Mohanarajah & Kun Zhou. (2020) Can we detect trends in natural disaster management with artificial intelligence? A review of modeling practices. Natural Hazards 107:3, pages 2389-2417.
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Younes Akbari, Noor Almaadeed, Somaya Al-maadeed & Omar Elharrouss. (2021) Applications, databases and open computer vision research from drone videos and images: a survey. Artificial Intelligence Review 54:5, pages 3887-3938.
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Prithvi Krishna Chittoor, Bharatiraja Chokkalingam & Lucian Mihet-Popa. (2021) A Review on UAV Wireless Charging: Fundamentals, Applications, Charging Techniques and Standards. IEEE Access 9, pages 69235-69266.
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R. Antoine, T. Lopez, M. Tanguy, C. Lissak, L. Gailler, P. Labazuy & C. Fauchard. (2020) Geoscientists in the Sky: Unmanned Aerial Vehicles Responding to Geohazards. Surveys in Geophysics 41:6, pages 1285-1321.
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Tengfei Su, Shengwei Zhang & Tingxi Liu. (2020) Multi-Spectral Image Classification Based on an Object-Based Active Learning Approach. Remote Sensing 12:3, pages 504.
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Ekta Baranwal, Poonam Seth, Hina Pande, S. Raghavendra & S. K. P. Kushwaha. 2020. Proceedings of UASG 2019. Proceedings of UASG 2019 123 131 .
Norman Kerle, Francesco Nex, Markus Gerke, Diogo Duarte & Anand Vetrivel. (2019) UAV-Based Structural Damage Mapping: A Review. ISPRS International Journal of Geo-Information 9:1, pages 14.
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Francesco Nex, Diogo Duarte, Fabio Giulio Tonolo & Norman Kerle. (2019) Structural Building Damage Detection with Deep Learning: Assessment of a State-of-the-Art CNN in Operational Conditions. Remote Sensing 11:23, pages 2765.
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Shirin Malihi, Mohammad Valadan Zoej & Michael Hahn. (2018) Large-Scale Accurate Reconstruction of Buildings Employing Point Clouds Generated from UAV Imagery. Remote Sensing 10:7, pages 1148.
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