Injury analysis may be one of the most beneficial applications of deep
learning based human pose estimation. To facilitate further research on this
topic, we provide an injury specific 2D dataset for alpine skiing, covering in
total 533 images. We further propose a post processing routine, that combines
rotational information with a simple kinematic model. We could improve
detection results in fall situations by up to 21% regarding the [email protected] metric.Comment: extended abstract, 4 pages, 3 figures, 2 table