<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>With the development of modern surveying and mapping technology, 3D laser scanners are increasingly used for building dip scanning. Building inclination characteristics are analyzed using three-dimensional point cloud data and binary linear regression. It can easily and intuitively obtain the inclination of the building. This method extracted the building inclination Angle from the point, line, plane, surface, and other angles. Then, a matching method based on two dimensions and surfaces is proposed, with a strong anti-noise ability. An optimal matching algorithm of structural plane and surface based on quadratic linear regression is proposed. Experiments prove the anti-interference ability and accuracy of this method. It is found that the binary linear regression fitting method can effectively identify the noise signal when there is a lot of noise interference in the point cloud data. It has good anti-interference ability.</p>
</abstract>

With the development of modern surveying and mapping technology, 3D laser scanners are increasingly used for building dip scanning. Building inclination characteristics are analyzed using three-dimensional point cloud data and binary linear regression. It can easily and intuitively obtain the inclination of the building. This method extracted the building inclination Angle from the point, line, plane, surface, and other angles. Then, a matching method based on two dimensions and surfaces is proposed, with a strong anti-noise ability. An optimal matching algorithm of structural plane and surface based on quadratic linear regression is proposed. Experiments prove the anti-interference ability and accuracy of this method. It is found that the binary linear regression fitting method can effectively identify the noise signal when there is a lot of noise interference in the point cloud data. It has good anti-interference ability.

Building Tilt Scanning Measurement Based on Binary Linear Regression Analysis

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

{"article-title":"Building Tilt Scanning Measurement Based on Binary Linear Regression Analysis"}

With the development of modern surveying and mapping technology, 3D laser scanners are increasingly used for building dip scanning. Building inclination...

Building Tilt Scanning Measurement Based on Binary Linear Regression Analysis

Published Online: Jul 03, 2023

Page range: 2903 - 2912

Received: Jul 22, 2022

Accepted: Jan 11, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00007

Keywords
Point cloud data, Binary linear regression, Plane fitting, Surface fitting, Slanting information, Building survey

© 2023 Xiaozhong Pei et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Building Tilt Scanning Measurement Based on Binary Linear Regression Analysis

Published Online: Jul 03, 2023

Page range: 2903 - 2912

Received: Jul 22, 2022

Accepted: Jan 11, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00007

KeywordsPoint cloud data, Binary linear regression, Plane fitting, Surface fitting, Slanting information, Building survey

© 2023 Xiaozhong Pei et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Point cloud data, Binary linear regression, Plane fitting, Surface fitting, Slanting information, Building survey