3D Pose Based Feedback for Physical Exercises

1 code implementation • 5 Aug 2022 • Ziyi Zhao, Sena Kiciroglu, Hugues Vinzant, Yuan Cheng, Isinsu Katircioglu, Mathieu Salzmann, Pascal Fua

To evaluate our approach, we introduce a dataset with 3 different physical exercises.

Long Term Motion Prediction Using Keyposes

1 code implementation • 8 Dec 2020 • Sena Kiciroglu, Wei Wang, Mathieu Salzmann, Pascal Fua

Long term human motion prediction is essential in safety-critical applications such as human-robot interaction and autonomous driving.

Autonomous Driving Human motion prediction +1

Motion Prediction Using Temporal Inception Module

1 code implementation • 6 Oct 2020 • Tim Lebailly, Sena Kiciroglu, Mathieu Salzmann, Pascal Fua, Wei Wang

We argue that the diverse temporal scales are important as they allow us to look at the past frames with different receptive fields, which can lead to better predictions.

Autonomous Driving Human motion prediction +1

ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture

1 code implementation • CVPR 2020 • Sena Kiciroglu, Helge Rhodin, Sudipta N. Sinha, Mathieu Salzmann, Pascal Fua

The accuracy of monocular 3D human pose estimation depends on the viewpoint from which the image is captured.

Monocular 3D Human Pose Estimation