21 citations · 24 across the 7 of their papers we have counts for
4 papers · 1 filter
Prompt-to-Gesture: Measuring the Capabilities of Image-to-Video Deictic Gesture Generation
Hassan Ali, Doreen Jirak, Luca Müller +1
Gesture recognition research, unlike NLP, continues to face acute data scarcity, with progress constrained by the need for costly human recordings or image processing approaches th…
I am Only Happy When There is Light: The Impact of Environmental Changes on Affective Facial Expressions Recognition
Doreen Jirak, Alessandra Sciutti, Pablo Barros +1
Human-robot interaction (HRI) benefits greatly from advances in the machine learning field as it allows researchers to employ high-performance models for perceptual tasks like dete…
Snapture -- A Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition
Hassan Ali, Doreen Jirak, Stefan Wermter
As robots are expected to get more involved in people's everyday lives, frameworks that enable intuitive user interfaces are in demand. Hand gesture recognition systems provide a n…
Solving Visual Object Ambiguities when Pointing: An Unsupervised Learning Approach
Doreen Jirak, David Biertimpel, Matthias Kerzel +1
Whenever we are addressing a specific object or refer to a certain spatial location, we are using referential or deictic gestures usually accompanied by some verbal description. Es…