Swin-transformer for weak feature matching

Swin-transformer for weak feature matching

Abstract Feature matching in computer vision is crucial but challenging in weakly textured scenes due to the lack of pattern repetition. We introduce the SwinMatcher feature matching method, aimed at addressing the issues of low matching quantity and poor matching precision in weakly textured scenes...

Full description

Saved in:
Bibliographic Details
Main Authors: Yuan Guo, Wenpeng Li, Ping Zhai
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Feature matching
Deep learning
Weak texture
Transformer
Online Access:https://doi.org/10.1038/s41598-025-87309-9
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items