A. Hilsmann

A novel reinforcement learning reward derived from positive pairs alone boosts keypoint learning stability and performance, even in low-texture environments.

Reliably measuring fish swimming patterns from video unlocks a non-invasive way to monitor their health and detect diseases early.

Achieve accurate crowd counting from a moving train camera by explicitly modeling physically plausible 3D motion, outperforming methods that ignore these constraints.