Computer Vision
点云配准
Point cloud registrationA process used to align two or more sets of 3D data points to a common coordinate system / 一种用于将两个或多个3D数据点集对齐到同一坐标系的过程
- Knowledge type
- 工艺技术
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-14 22:05:55
Sub-knowledge points
Iterative Closest Point (ICP) algorithmFeature-based registrationGlobal vs. local registration strategies
Higher-order knowledge points
Main parameters and performance indicators
source point cloud: The initial 3D scan data to be alignedtarget point cloud: The reference 3D scan data for alignmenttransformation matrix: The mathematical mapping that aligns the source to the target
Open problems
Robustness to noise and outliers in high-resolution scansComputational efficiency for real-time applications
Related literature
ranked by community starsPoint cloud registration for non-destructive, high-resolution coating thickness measurement from 3D scansOpen source
Related products and links
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Creation and modification trail
1 recordsRecord title: Point cloud registration.
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