An Improved Visual SLAM Algorithm Based on Graph Neural Network

Feature extraction and matching are irreplaceable parts of a typical visual simultaneous localization and mapping (VSLAM) algorithm. A variety of different approaches (e.g., ORB, Superpoint, GCNv2, etc.) have been proposed for effective feature extraction and matching. However, as far as we know, su...

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Bibliographic Details
Main Authors: Wei Wang, Tao Xu, Kaisheng Xing, Jinhui Liu, Mengyuan Chen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10243031/