Generative adversarial network image defogging method fusing feature pyramid
A feature pyramid and feature fusion technology, applied in the field of image processing, can solve problems affecting image effects, loss of image information, and affecting the speed of image defogging, etc., to achieve the effect of reducing training parameters, improving quality and efficiency, and increasing speed
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0036] The present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solution of the present invention more clearly, but not to limit the protection scope of the present invention.
[0037] The feature pyramid is an efficient feature extraction method. It uses the feature expression of multiple latitudes from low to high inside the Convolutional Neural Networks (CNN) model to generate a multi-dimensional feature expression of the image in a single image view. Compared with the image pyramid, it greatly reduces the calculation and memory requirements of the model, and at the same time can effectively empower the conventional CNN model and generate a feature map with stronger expressive ability. Therefore, the feature extraction ability of the network model can be improved, and the requirements for memory and calculation can be reduced, making the image defogging task more hig...
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