NITEC: Versatile Hand-Annotated Eye Contact Dataset for Ego-Vision Interaction

1 code implementation • 8 Nov 2023 • Thorsten Hempel, Magnus Jung, Ahmed A. Abdelrahman, Ayoub Al-Hamadi

We tackle this challenge and present NITEC, a hand-annotated eye contact dataset for ego-vision interaction.

Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation

1 code implementation • 14 Sep 2023 • Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi

Together with new accumulated training data that provides full head pose rotation data and a geodesic loss approach for stable learning, we design an advanced model that is able to predict an extended range of head orientations.

Head Pose Estimation Pose Prediction

L2CS-Net: Fine-Grained Gaze Estimation in Unconstrained Environments

1 code implementation • 7 Mar 2022 • Ahmed A. Abdelrahman, Thorsten Hempel, Aly Khalifa, Ayoub Al-Hamadi

In this paper, we propose a robust CNN-based model for predicting gaze in unconstrained settings.

Gaze Estimation Gaze Prediction

6D Rotation Representation For Unconstrained Head Pose Estimation

1 code implementation • 25 Feb 2022 • Thorsten Hempel, Ahmed A. Abdelrahman, Ayoub Al-Hamadi

In this paper, we present a method for unconstrained end-to-end head pose estimation.

Head Pose Estimation Pose Prediction