Search Results for author: Ron Ferens

Found 6 papers, 2 papers with code

Coarse-to-Fine Multi-Scene Pose Regression with Transformers

1 code implementation22 Aug 2023 Yoli Shavit, Ron Ferens, Yosi Keller

Absolute camera pose regressors estimate the position and orientation of a camera given the captured image alone.

regression

HyperPose: Camera Pose Localization using Attention Hypernetworks

no code implementations5 Mar 2023 Ron Ferens, Yosi Keller

In this study, we propose the use of attention hypernetworks in camera pose localization.

regression

Paying Attention to Activation Maps in Camera Pose Regression

no code implementations21 Mar 2021 Yoli Shavit, Ron Ferens, Yosi Keller

Transformers are applied to encode the sequential activation maps as latent vectors, used for camera pose regression.

Image Retrieval Position +2

Do We Really Need Scene-specific Pose Encoders?

no code implementations22 Dec 2020 Yoli Shavit, Ron Ferens

In this work, we propose that scene-specific pose encoders are not required for pose regression and that encodings trained for visual similarity can be used instead.

Image Retrieval Outdoor Localization +3

Introduction to Camera Pose Estimation with Deep Learning

no code implementations8 Jul 2019 Yoli Shavit, Ron Ferens

Recently this idea was applied for regressing the absolute camera pose from an RGB image.

Image Classification Image Segmentation +4

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