A Pseudoinverse Siamese Convolutional Neural Network of Transformation Invariance Feature Detection and Description for a SLAM System

Simultaneous localization and mapping (SLAM) systems play an important role in the field of automated robotics and artificial intelligence. Feature detection and matching are crucial aspects affecting the overall accuracy of the SLAM system. However, the accuracy of the position and matching cannot...

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Bibliographic Details
Main Authors: Chaofeng Yuan, Yuelei Xu, Jingjing Yang, Zhaoxiang Zhang, Qing Zhou
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/10/11/1070