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International Journal of Remote Sensing Volume 42, 2021 - Issue 6
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Research Article

DBSCAN-based point cloud extraction for Tomographic synthetic aperture radar (TomoSAR) three-dimensional (3D) building reconstruction

Ziye GuoDepartment of Automation, Beijing University of Civil Engineering and Architecture, Beijing, ChinaORCID Iconhttps://orcid.org/0000-0002-4477-8100View further author information
ORCID Icon,
Hui LiuDepartment of Automation, Beijing University of Civil Engineering and Architecture, Beijing, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-8045-6777View further author information
ORCID Icon,
Lei PangDepartment of Automation, Beijing University of Civil Engineering and Architecture, Beijing, ChinaORCID Iconhttps://orcid.org/0000-0003-4421-2569View further author information
ORCID Icon,
Li FangDepartment of Automation, Beijing University of Civil Engineering and Architecture, Beijing, ChinaView further author information
&
Wenna DouDepartment of Automation, Beijing University of Civil Engineering and Architecture, Beijing, ChinaView further author information
Pages 2327-2349 | Received 17 Jun 2020, Accepted 27 Oct 2020, Published online: 30 Dec 2020

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Ziming Fan, Jie Ma, Tong Nie, Huishan Wang, Yuehua Zhao, Mengxuan Sun & Junjie Wen. (2023) COPRNet: correspondence confidence and overlap score guided network for indoor partial point cloud registration. International Journal of Remote Sensing 44:3, pages 981-1000.
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Sukanta Roy, Sumit Pathak & Subbaramajois Narasipur Omkar. (2021) Automated mineralogical anomaly detection using a categorization of optical maturity trend at lunar surface. International Journal of Remote Sensing 42:21, pages 8262-8297.
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Bokun Tian, Xiaoling Zhang, Xinxin Tang, Shunjun Wei & Jun Shi. (2021) A joint sparse recovery algorithm for coprime adjacent array synthetic aperture radar 3D sparse imaging. International Journal of Remote Sensing 42:17, pages 6556-6576.
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Minan Shi, Fubo Zhang, Longyong Chen, Shuo Liu, Ling Yang & Chengwei Zhang. (2024) Position-Feature Attention Network-Based Approach for Semantic Segmentation of Urban Building Point Clouds from Airborne Array Interferometric SAR. Remote Sensing 16:7, pages 1141.
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Rongke Wei, Haodong Pei, Dongjie Wu, Changwen Zeng, Xin Ai & Huixian Duan. (2024) A Semantically Aware Multi-View 3D Reconstruction Method for Urban Applications. Applied Sciences 14:5, pages 2218.
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Xiaochao Dang, Yangyang Tang, Zhanjun Hao, Yifei Gao, Kai Fan & Yue Wang. (2023) PGGait: Gait Recognition Based on Millimeter-Wave Radar Spatio-Temporal Sensing of Multidimensional Point Clouds. Sensors 24:1, pages 142.
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Tianyu Zhu, Xiaodan Ma, Haiou Guan, Xia Wu, Feiyi Wang, Chen Yang & Qiu Jiang. (2023) A method for detecting tomato canopies’ phenotypic traits based on improved skeleton extraction algorithm. Computers and Electronics in Agriculture 214, pages 108285.
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Zhenwei Lv, Tingyang Chen, Zhenhua Cai & Ziyang Chen. (2023) Machine Learning-Based Garbage Detection and 3D Spatial Localization for Intelligent Robotic Grasp. Applied Sciences 13:18, pages 10018.
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Jinyan Qu, Shaobin Li, Yanman Li & Liu Liu. (2023) Research on Railway Obstacle Detection Method Based on Developed Euclidean Clustering. Electronics 12:5, pages 1175.
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Ziye Guo, Hui Liu, Hongyin Shi, Fang Li, Xinyu Guo & Bihui Cheng. (2023) KD-Tree-Based Euclidean Clustering for Tomographic SAR Point Cloud Extraction and Segmentation. IEEE Geoscience and Remote Sensing Letters 20, pages 1-5.
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Nazia Akhtar, Tamesh Haldar, Arindam Basak, Arundhati Misra Ray & Debashish Chakravarty. 2023. Robotics, Control and Computer Vision. Robotics, Control and Computer Vision 495 503 .
Rong Shen, Shunjun Wei, Zichen Zhou & Mou Wang. (2022) High Resolution SAR Tomography 3-D Imaging via Sparse Recovery Deep Learning Network. High Resolution SAR Tomography 3-D Imaging via Sparse Recovery Deep Learning Network.
Xinhui Zhang, Xun Shen & Tinghui Ouyang. (2022) Extension of DBSCAN in Online Clustering: An Approach Based on Three-Layer Granular Models. Applied Sciences 12:19, pages 9402.
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Jeongmin Yu, Yonghwan Joo & Byoung-Yeop Kim. (2022) A multi-model fitting algorithm for extracting a fracture network from microseismic data. Frontiers in Earth Science 10.
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Oscar Gámez Bohórquez, William Derigent & Hind Bril El-Haouzi. (2021) Parametric point-cloud slicing for facade retrofitting. International Journal of Architectural Computing 20:2, pages 434-452.
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Bo Liang, Jianghui Cai & Haifeng Yang. (2022) A new cell group clustering algorithm based on validation & correction mechanism. Expert Systems with Applications 193, pages 116410.
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Annalisa Mele, Autilia Vitiello, Manuela Bonano, Andrea Miano, Riccardo Lanari, Giovanni Acampora & Andrea Prota. (2022) On the Joint Exploitation of Satellite DInSAR Measurements and DBSCAN-Based Techniques for Preliminary Identification and Ranking of Critical Constructions in a Built Environment. Remote Sensing 14:8, pages 1872.
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Jong Won Ma & Fernanda Leite. (2022) Performance boosting of conventional deep learning-based semantic segmentation leveraging unsupervised clustering. Automation in Construction 136, pages 104167.
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Deni Suwardhi, Kamal Nur Fauzan, Agung Budi Harto, Budhy Soeksmantono, Riantini Virtriana & Arnadi Murtiyoso. (2022) 3D Modeling of Individual Trees from LiDAR and Photogrammetric Point Clouds by Explicit Parametric Representations for Green Open Space (GOS) Management. ISPRS International Journal of Geo-Information 11:3, pages 174.
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Fateme Amjadipour, Hassan Ghassemian & Maryam Imani. (2022) Building Detection Using Very High Resolution SAR Images With Multi-Direction Based on Weighted-Morphological Indexes. Building Detection Using Very High Resolution SAR Images With Multi-Direction Based on Weighted-Morphological Indexes.
Fateme Amjadipour, Hassan Ghassemian & Maryam Imani. (2021) Estimation of Free Parameters of Morphological Profiles for Building Extraction Using SAR Images. Estimation of Free Parameters of Morphological Profiles for Building Extraction Using SAR Images.
Shihao Tian, Guang Zheng, Jan U. Eitel & Qian Zhang. (2021) A Lidar-Based 3-D Photosynthetically Active Radiation Model Reveals the Spatiotemporal Variations of Forest Sunlit and Shaded Leaves. Remote Sensing 13:5, pages 1002.
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Hui Liu, Ziye Guo, Lei Pang, Lei Zhang, Fang Li, Xiaoping Zhou & Weihong Sun. (2021) Spatial Shift Phenomenon Compensation for TomoSAR Imaging Using High-Resolution TerraSAR-X Data. IEEE Access 9, pages 13970-13980.
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