Label of Project Smart Age

Dr. Alina Roitberg   

Project task

Conceptualization and implementation of a camera platform to assess activity and passivity at home

Expertise

Deep Learning for Computer Vision, Human Activity Recognition, Video Analysis

Biography

Alina Roitberg received her B.Sc. and M.Sc. degrees in Computer Science with distinction from Technical University of Munich (TUM) in 2015. After working as a data science consultant in the automotive sector (2016-2017), she joined Karlsruhe Institute of Technology (KIT) for doctoral studies, during which she received the best student paper runner-up award at IV 2020 and completed a Ph.D. internship at Facebook. She received her Ph.D. in deep learning for human activity recognition in 2021 and is currently a Postdoc at the Computer Vision for Human-Computer Interaction Lab at KIT, where she is leading the research of human activity recognition in videos. Her research interests include human activity recognition, uncertainty-aware deep learning, open-set, zero- and few-shot recognition and applications in intelligent systems.

Relevant publications