Alina Roitberg

Tenure-Track Juniorprofessor of Autonomous Sensing and Perception Systems

University of Stuttgart

Germany

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About

Dr. Alina Roitberg is a Tenure-Track Juniorprofessor of Autonomous Sensing and Perception Systems at the University of Stuttgart, Germany. Her research focuses on interactive image segmentation, action recognition, and privacy-supporting technologies in fall detection. She has contributed to the development of models for interpreting human actions in robotics and enhancing reliability in observation systems through advanced calibration networks.

Articles (7)

Year:

2024

Year:

2023

Year:

2023

Year:

2022

Year:

2022

Year:

2022

Year:

2022

Collaborators (1)

Christoph Stiller

Karlsruhe Institute of Technology

GERMANY

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Alina Roitberg

Research Interests

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Articles (7)

AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation

Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions

Toward Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation

MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding

Capturing and interpreting human actions for programming robots in the production,Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion

Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates

Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation

Collaborators (1)

Christoph Stiller

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