2022
DOI: 10.36227/techrxiv.18516119
|View full text |Cite
Preprint
|
Sign up to set email alerts
|

EgoFish3D: Egocentric 3D Pose Estimation from a Fisheye Camera via Self-Supervised Learning

Abstract: Egocentric vision has a wide range of applications for human-centric activity recognition. However, the use of the egocentric fisheye camera allows wide angle coverage but image distortion is introduced along with strong human body self-occlusion, which can impose significant challenges in data processing and model reconstruction. Unlike previous work only leveraging synthetic data for model training, this paper first presents a new real-world EgoCentric Human Action (ECHA) dataset. By using the self-supervise… Show more

Help me understand this report
View published versions

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 19 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?