Unsupervised learning-based approach for detecting 3D edges in depth maps

Abstract 3D edge features, which represent the boundaries between different objects or surfaces in a 3D scene, are crucial for many computer vision tasks, including object recognition, tracking, and segmentation. They also have numerous real-world applications in the field of robotics, such as visio...

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Bibliographic Details
Main Authors: Ayush Aggarwal, Rustam Stolkin, Naresh Marturi
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-50899-3