209 citations · 712 across the 26 of their papers we have counts for
8 papers · 1 filter
Leveraging Foundation Models for Multimodal Graph-Based Action Recognition
Fatemeh Ziaeetabar, Florentin Wörgötter
Foundation models have ushered in a new era for multimodal video understanding by enabling the extraction of rich spatiotemporal and semantic representations. In this work, we intr…
Computer Vision for Primate Behavior Analysis in the Wild
Richard Vogg, Timo Lüddecke, Jonathan Henrich +14
Advances in computer vision as well as increasingly widespread video-based behavioral monitoring have great potential for transforming how we study animal cognition and behavior. H…
Multi Sentence Description of Complex Manipulation Action Videos
Fatemeh Ziaeetabar, Reza Safabakhsh, Saeedeh Momtazi +2
Automatic video description requires the generation of natural language statements about the actions, events, and objects in the video. An important human trait, when we describe a…
A Hierarchical Graph-based Approach for Recognition and Description Generation of Bimanual Actions in Videos
Fatemeh Ziaeetabar, Reza Safabakhsh, Saeedeh Momtazi +2
Nuanced understanding and the generation of detailed descriptive content for (bimanual) manipulation actions in videos is important for disciplines such as robotics, human-computer…
Open video data sharing in developmental and behavioural science
Peter B Marschik, Tomas Kulvicius, Sarah Flügge +10
Video recording is a widely used method for documenting infant and child behaviours in research and clinical practice. Video data has rarely been shared due to ethical concerns of…
3D object reconstruction and 6D-pose estimation from 2D shape for robotic grasping of objects
Marcell Wolnitza, Osman Kaya, Tomas Kulvicius +2
We propose a method for 3D object reconstruction and 6D-pose estimation from 2D images that uses knowledge about object shape as the primary key. In the proposed pipeline, recognit…