top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Restore image by preventing local and global connections from spreading noise with LIR

Restore image by preventing local and global connections from spreading noise with LIR


LIR: Efficient Degradation Removal for Lightweight Image Restoration



... Image Restoration based on CNN and transformer ... often ... leading to redundant parameters and unnecessary computations and hindering the efficiency of the ... restoration.


... propose a Lightweight Image Restoration network called LIR to efficiently remove degradation (blur, rain, noise, haze, etc.).


A key component in LIR is the Efficient Adaptive Attention (EAA) Block, which is mainly composed of Adaptive Filters and Attention Blocks.


It is capable of adaptively sharpening contours, removing degradation, and capturing global information in various image restoration scenes in an efficient ... manner.


... through a simple structural design, LIR addresses the degradations existing in the local and global residual connections that are ignored by modern networks.


... LIR achieves comparable performance to state-of-the-art networks on most benchmarks with fewer parameters and computations ...



Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact 

Web site with my other posts by category https://morrislee1234.wixsite.com/website 



35 views0 comments

Comments


ClickBank paid link

bottom of page