Point cloud segmentation method for a power corridor scene
A power corridor and point cloud technology, applied in image analysis, image data processing, instruments, etc., can solve the problems of fixed manual features, gaps in objective reality, and huge amount of calculation, so as to achieve strong adaptability to changes and improve generalization capabilities. , the effect of reducing storage space
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0031] The present invention will be further described below in conjunction with specific embodiment:
[0032] A point cloud segmentation method for power corridor scenes described in this embodiment first trains and adjusts a convolutional neural network with a structure of six stages, and then uses the point cloud of the power corridor scene as an input and transfers it into the trained The adjusted convolutional neural network is used for segmentation, and the towers, power lines, trees, and ground in the power corridor scene are segmented.
[0033] Specifically, such as figure 1 As shown, the structure used has a six-stage convolutional neural network, the activation function of each convolutional layer is ReLU, and each convolutional layer is followed by several residual network blocks; residual network blocks such as Image 6 As shown; in stage 3, several residual network blocks are followed by a pool1 layer; between stage 3 and stage 4, there is a skip series structur...
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