RGBD image joint recovery method based on double-flow network
An RGB image, joint restoration technology, applied in image enhancement, image analysis, image data processing and other directions, can solve the problem of missing noise in depth images, and achieve the effect of low time complexity and convenient application
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0057] The present invention will be further described below in conjunction with drawings and embodiments.
[0058] see Figure 1-2 , a kind of RGBD image joint restoration method based on two-stream network, comprising:
[0059] S1, acquiring an RGBD image database for training and testing; the RGBD image database is a large-scale RGBD image dataset KITTI depth competition dataset in an unmanned driving scene.
[0060] S2, the RGBD image database is divided into a training data set and a test data set, and the RGBD image of the RGBD image database is preprocessed as a network input; in this embodiment, step S2 includes: the RGBD image database is divided into a training data set And the test data set, the depth image and the corresponding RGB image in the training data set are taken as a group; the RGB image and the depth image of each group are cut to an appropriate size, and normalized.
[0061] S3, train the dual-stream convolutional network model according to the traini...
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