Study on TLS Point Cloud Registration Algorithm for Large-Scale Outdoor Weak Geometric Features

Study on TLS Point Cloud Registration Algorithm for Large-Scale Outdoor Weak Geometric Features

With the development of societies, the exploitation of mountains and forests is increasing to meet the needs of tourism, mineral resources, and environmental protection. The point cloud registration, 3D modeling, and deformation monitoring that are involved in surveying large scenes in the field hav...

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Bibliographic Details
Main Authors: Li, C. (Author), Wu, X. (Author), Xia, Y. (Author), Yang, M. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
3D modeling
Convolution
Convolutional neural network
Convolutional neural networks
cosine similarity
Cosine similarity
Efficiency
Forestry
Geometric conditions
Geometric feature
Geometry
Laser scanning point clouds
Mineral resources
Multi-view convolutional neural network
multi-view convolutional neural networks
Multi-views
point cloud registration
Point cloud registration
Surface measurement
Surveying instruments
Terrestrial laser scanning
Weak geometric feature
weak geometric features
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