Attention-fused single image rain removal method
A single image, attention technology, applied in the field of image processing, can solve the problems of inconvenient processing, consider the scene as a rain line, long running time, etc., to avoid the disappearance of the gradient and solve the problem of high-dimensional channel feature fusion.
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0127] The specific embodiments of the present invention will be further described below in conjunction with the accompanying drawings:
[0128] like figure 1 As shown, this embodiment provides a method for removing rain from a single image based on fusion attention, including the following steps:
[0129] S1), build a neural network architecture including 3D attention, Transformer and encoder-decoder architecture, such as figure 2 As shown, the neural network architecture includes an encoder, an intermediate layer and a decoder;
[0130] Among them, the encoder and decoder are composed of convolution layer and global residual dense block, use convolution for downsampling operation, use deconvolution as upsampling operation; use corresponding feature map matrix to add fusion encoder and Decoder path features.
[0131] Each said global residual block consists of two 3D attention local residual dense blocks and residual connections, each 3D attention local residual dense blo...
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