An Efficient Class-Constrained DBSCAN Approach for Large-Scale Point Cloud Clustering

Author:

Zhang Hua1ORCID,Duan Zhenwei1ORCID,Zheng Nanshan1ORCID,Li Yong2,Zeng Yu3,Shi Wenzhong4ORCID

Affiliation:

1. School of Environment and Spatial Informatics, China University of Mining and Technology, Xuzhou, China

2. Sichuan Institute of Coal Field Geological Engineering Exploration and Designing, Chengdu, China

3. Sichuan Institute of Coal Field Surveying and Mapping Engineering, Chengdu, China

4. Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hong Kong

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Reference31 articles.

1. An improved adaptive and fast AF-DBSCAN clustering algorithm;zhou;CAAI Trans Intell Syst,2016

2. Monitoring of Wheat Growth Status and Mapping of Wheat Yield’s within-Field Spatial Variations Using Color Images Acquired from UAV-camera System

3. STING: A statistical information grid approach to spatial data mining;wang;Proc 23rd Int Conf Very Large Data Bases,1997

4. Non-parametric segmentation of ALS point clouds using mean shift;thomas;J Appl Geophys,2007

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