Learning Camera Parameters With Weighted Edge Attention From Single-View Images

This paper presents a novel Deep Learning (DL) model that estimates camera parameters, including camera rotations, field of view, and distortion parameter, from single-view images. The classical approach often analyzes geometric cues such as vanishing points, but is constrained only when geometric c...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Moonsoo Jeong, Hyogeun Byun, Sungkil Lee
Format:	Article
Language:	English
Published:	IEEE 2023-01-01
Subjects:	Deep learning weighted edge attention camera rotation field of view distortion parameter
Online Access:	https://ieeexplore.ieee.org/document/10047916/