Multi-View Instance Matching with Learned Geometric Soft-Constraints

We present a new approach for matching urban object instances across multiple ground-level images for the ultimate goal of city-scale mapping of objects with high positioning accuracy. What makes this task challenging is the strong change in view-point, different lighting conditions, high similarity...

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Bibliographic Details
Main Authors: Ahmed Samy Nassar, Sébastien Lefèvre, Jan Dirk Wegner
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/9/11/687