Skip to content

Alina Roitberg

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

32

Venues

14

Active years

2015–2025

Best venue rank

A*

Where they publish

Papers

32 indexed papers, newest first.

YearVenueTitleAuthors
2025ICDARAttentionLeak: What Does Human Attention Reveal About Information Visualisation?Malte Snnichsen, Mayar Elfares, Yao Wang, Ralf Ksters, Alina Roitberg, Andreas Bulling
2025IJCNNExploring Self-supervised Skeleton-based Action Recognition in Occluded Environments.Yifei Chen, Kunyu Peng, Alina Roitberg, David Schneider, Jiaming Zhang, Junwei Zheng, Yufan Chen, Ruiping Liu, Kailun Yang, Rainer Stiefelhagen
2024AAAINavigating Open Set Scenarios for Skeleton-Based Action Recognition.Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2024ECCVReferring Atomic Video Action Recognition.Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2024ICASSPElevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision.Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen
2024IROSSkeleton-Based Human Action Recognition with Noisy Labels.Yi Xu, Kunyu Peng, Di Wen, Ruiping Liu, Junwei Zheng, Yufan Chen, Jiaming Zhang, Alina Roitberg, Kailun Yang, Rainer Stiefelhagen
2024ICRASynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data.David Schneider, Marco Keller, Zeyun Zhong, Kunyu Peng, Alina Roitberg, Jrgen Beyerer, Rainer Stiefelhagen
2024IUIChart4Blind: An Intelligent Interface for Chart Accessibility Conversion.Omar Moured, Morris Baumgarten-Egemole, Karin Mller, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen
2023CVPRFishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation.Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen
2023ICDARLine Graphics Digitization: A Step Towards Full Automation.Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen
2023IROSQuantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments.Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg
2022CVPRTowards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning.Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen
2022CVPRShould I take a walk? Estimating Energy Expenditure from Video Data.Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
2022CVPRPose-based Contrastive Learning for Domain Agnostic Activity Representations.David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen
2022ECCVModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization.Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen
2022ECCVMulti-modal Depression Estimation Based on Sub-attentional Fusion.Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
2022IROSMultimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living.Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen
2022IROSTransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration.Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
2021IROSLet's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games.Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Rei, Rainer Stiefelhagen
2020CVPRActivity-aware Attributes for Zero-Shot Driver Behavior Recognition.Simon Rei, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
2020ICPRUncertainty-sensitive Activity Recognition: A Reliability Benchmark and the CARING Models.Alina Roitberg, Monica Haurilet, Manuel Martnez, Rainer Stiefelhagen
2020ICPRMulti-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information.Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
2019CVPRIt's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning.Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen
2019CVPRAnalysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition.Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen
2019ICCVDrive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles.Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Rei, Michael Voit, Rainer Stiefelhagen
2019ICDARLearning Fine-Grained Image Representations for Mathematical Expression Recognition.Sidney Bender, Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen
2019ICDARWiSe - Slide Segmentation in the Wild.Monica Haurilet, Alina Roitberg, Manuel Martnez, Rainer Stiefelhagen
2018BMVCInformed Democracy: Voting-based Novelty Detection for Action Recognition.Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen
2018ECCVTowards a Fair Evaluation of Zero-Shot Action Recognition Using External Data.Alina Roitberg, Manuel Martnez, Monica Haurilet, Rainer Stiefelhagen
2018ICMIEstimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise.Elena Wolf, Manuel Martnez, Alina Roitberg, Rainer Stiefelhagen, Barbara Deml
2016IASImproved Skeleton Estimation by Means of Depth Data Fusion from Multiple Depth Cameras.Marco Carraro, Matteo Munaro, Alina Roitberg, Emanuele Menegatti
2015ICMIMultimodal Human Activity Recognition for Industrial Manufacturing Processes in Robotic Workcells.Alina Roitberg, Nikhil Somani, Alexander Clifford Perzylo, Markus Rickert, Alois C. Knoll