A point cloud reduction method for reserving boundary points
A point cloud simplification and boundary point technology, which is applied in 3D image processing, instruments, calculations, etc., can solve the problems of poor simplification accuracy, poor retention of point cloud model boundary feature points, and long simplification time, so as to avoid time-consuming and long-term problems. Effect
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0043] Embodiment 1: as Figure 1-4 shown, yes figure 2 The original point cloud of the closed Bunny model and the single sheet metal point cloud model is simplified. The original data points of the Bunny model are 35,947, and the reduction rate is set to 90%. The original data points of the sheet metal model are 207,846, and the reduction rate is set to 98%.
[0044] A point cloud simplification method for retaining boundary points, its operation process includes steps 1 to 6, and the steps are as follows figure 1 As shown, specifically:
[0045] Step 1: read original point cloud data;
[0046] Step 2: spatial division of point cloud data and K nearest neighbors, specifically;
[0047] Step 2.1: According to the read point cloud point cloud data, obtain the boundary value X in the three directions of X, Y, and Z max , Y max ,Z max and x min , Y min ,Z min , calculate the maximum range of the point cloud data in the three directions of X, Y, and Z as
[0048]
[...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com