Results 41 to 50 of about 39,346 (163)

An Efficient Voxel-Based Segmentation Algorithm Based on Hierarchical Clustering to Extract LIDAR Power Equipment Data in Transformer Substations

open access: yesIEEE Access, 2020
Light detection and ranging (LIDAR) scanning is a common method of substation scene modeling that extracts point clouds of electrical equipment from the point cloud scene of a substation.
Jianlong Guo   +6 more
doaj   +1 more source

THE IMPACT OF POINT CLOUD DENSITY ON BUILDING OUTLINE EXTRACTION [PDF]

open access: yesThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020
Recently, building outline extraction from point cloud has gained momentum in particular in the context of 3D building modelling based on a data-driven approach, which has also been our motivation. For an accurate building outline extraction from a point
U. Drešček   +3 more
doaj   +1 more source

AUTOMATIC EXTRACTION OF ROCK JOINTS FROM LASER SCANNED DATA BY MOVING LEAST SQUARES METHOD AND FUZZY K-MEANS CLUSTERING [PDF]

open access: yesThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2012
Recent development of laser scanning device increased the capability of representing rock outcrop in a very high resolution. Accurate 3D point cloud model with rock joint information can help geologist to estimate stability of rock slope on-site or off ...
S. Oh, H. D. Park, Y. D. Jo
doaj   +1 more source

Optimization of the 3D Point Cloud Registration Algorithm Based on FPFH Features

open access: yesApplied Sciences, 2023
In order to solve the problem of the traditional iterative closest point algorithm (ICPA), which requires a high initial position of point cloud and improves the speed and accuracy of point cloud registration, a new registration method is proposed in ...
Ruiyang Sun   +6 more
doaj   +1 more source

3D Human Curve Skeleton Extraction Based on Solid-State LiDAR

open access: yesIEEE Access
Human curve skeleton extraction is an important research topic in computer vision. In this paper, we propose a 3D human curve skeleton extraction method for point cloud, unlike the skeleton extraction methods in the literature that use an omnidirectional
Sidong Wu   +5 more
doaj   +1 more source

Extraction and Simplification of Building Façade Pieces from Mobile Laser Scanner Point Clouds for 3D Street View Services

open access: yesISPRS International Journal of Geo-Information, 2016
Extraction and analysis of building façades are key processes in the three-dimensional (3D) building reconstruction and realistic geometrical modeling of the urban environment, which includes many applications, such as smart city management, autonomous ...
Yan Li   +4 more
doaj   +1 more source

MASPC_Transform: A Plant Point Cloud Segmentation Network Based on Multi-Head Attention Separation and Position Code

open access: yesSensors, 2022
Plant point cloud segmentation is an important step in 3D plant phenotype research. Because the stems, leaves, flowers, and other organs of plants are often intertwined and small in size, this makes plant point cloud segmentation more challenging than ...
Bin Li, Chenhua Guo
doaj   +1 more source

TransPCGC: Point Cloud Geometry Compression Based on Transformers

open access: yesAlgorithms, 2023
Due to the often substantial size of the real-world point cloud data, efficient transmission and storage have become critical concerns. Point cloud compression plays a decisive role in addressing these challenges.
Shiyu Lu, Huamin Yang, Cheng Han
doaj   +1 more source

Extraction of Forest Structural Parameters by the Comparison of Structure from Motion (SfM) and Backpack Laser Scanning (BLS) Point Clouds

open access: yesRemote Sensing, 2023
Forest structural parameters are key indicators for forest growth assessment, and play a critical role in forest resources monitoring and ecosystem management.
Zhuangzhi Xu, Xin Shen, Lin Cao
doaj   +1 more source

Determination of Pt, Pd, Ru, Rh in Geochemical Samples by ICP-MS with Microwave Digestion and Dual-cloud Point Extraction

open access: yesYankuang ceshi, 2016
Traditional cloud point extraction methods commonly enrich elements in the viscous surfactant. However, the viscosity of the solution will adversely affect the detection signal of the plasma.
SHEN Yu   +5 more
doaj   +1 more source

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