Alina Roitberg

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 75

Top Topics

Novelty Detection

Semantic Segmentation

Action Recognition

Top Venues

Publications

Omar Moured, Morris Baumgarten-Egemole, Karin Müller, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion. IUI (2024)
Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. ICASSP (2024)
Yi Xu, Kunyu Peng, Di Wen, Ruiping Liu, Junwei Zheng, Yufan Chen, Jiaming Zhang, Alina Roitberg, Kailun Yang, Rainer Stiefelhagen
Skeleton-Based Human Action Recognition with Noisy Labels. CoRR (2024)
Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
Navigating Open Set Scenarios for Skeleton-Based Action Recognition. AAAI (2024)
Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg
Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models. CoRR (2024)
David Schneider, Marco Keller, Zeyun Zhong, Kunyu Peng, Alina Roitberg, Jürgen Beyerer, Rainer Stiefelhagen
SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data. ICRA (2024)
Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
Referring Atomic Video Action Recognition. CoRR (2024)
Omar Moured, Morris Baumgarten-Egemole, Alina Roitberg, Karin Müller, Thorsten Schwarz, Rainer Stiefelhagen
Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion. CoRR (2024)
Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation. CVPR Workshops (2023)
Jiacheng Lin, Jiajun Chen, Kailun Yang, Alina Roitberg, Siyu Li, Zhiyong Li, Shutao Li
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation. CoRR (2023)
Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen
MuscleMap: Towards Video-based Activated Muscle Group Estimation. CoRR (2023)
Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
Navigating Open Set Scenarios for Skeleton-based Action Recognition. CoRR (2023)
Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition. CoRR (2023)
Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation. CoRR (2023)
Yifei Chen, Kunyu Peng, Alina Roitberg, David Schneider, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen
Unveiling the Hidden Realm: Self-supervised Skeleton-based Action Recognition in Occluded Environments. CoRR (2023)
Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen
Line Graphics Digitization: A Step Towards Full Automation. ICDAR (5) (2023)
Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments. CoRR (2023)
Hejun Xiao, Kunyu Peng, Xiangsheng Huang, Alina Roitberg, Hao Li, Zhaohui Wang, Rainer Stiefelhagen
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation. CoRR (2023)
Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments. IROS (2023)
Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. CoRR (2023)
Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions. IEEE Trans. Multim. 25 (2023)
Omar Moured, Jiaming Zhang, Alina Roitberg, Thorsten Schwarz, Rainer Stiefelhagen
Line Graphics Digitization: A Step Towards Full Automation. CoRR (2023)
Walter Morales-Alvarez, Novel Certad, Alina Roitberg, Rainer Stiefelhagen, Cristina Olaverri-Monreal
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars. CoRR (2023)
Walter Morales-Alvarez, Novel Certad, Alina Roitberg, Rainer Stiefelhagen, Cristina Olaverri-Monreal
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars. ITSC (2023)
Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living. CoRR (2022)
Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
Multi-modal Depression Estimation Based on Sub-attentional Fusion. ECCV Workshops (6) (2022)
David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen
Pose-based Contrastive Learning for Domain Agnostic Activity Representations. CVPR Workshops (2022)
Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. CoRR (2022)
Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning. CoRR (2022)
Zdravko Marinov, David Schneider, Alina Roitberg, Rainer Stiefelhagen
Multimodal Generation of Novel Action Appearances for Synthetic-to-Real Recognition of Activities of Daily Living. IROS (2022)
Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen
Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning. CVPR Workshops (2022)
Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. ECCV Workshops (8) (2022)
Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
ProFormer: Learning Data-efficient Representations of Body Movement with Prototype-based Feature Augmentation and Visual Transformers. CoRR (2022)
Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
Should I take a walk? Estimating Energy Expenditure from Video Data. CVPR Workshops (2022)
Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
Multi-modal Depression Estimation based on Sub-attentional Fusion. CoRR (2022)
Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. CoRR (2022)
Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
Should I take a walk? Estimating Energy Expenditure from Video Data. CoRR (2022)
Christian R. G. Dreher, Manuel Zaremski, Fabian Leven, David Schneider, Alina Roitberg, Rainer Stiefelhagen, Michael Heizmann, Barbara Deml, Tamim Asfour
Erfassung und Interpretation menschlicher Handlungen für die Programmierung von Robotern in der Produktion. Autom. 70 (6) (2022)
Kunyu Peng, Juncong Fei, Kailun Yang, Alina Roitberg, Jiaming Zhang, Frank Bieder, Philipp Heidenreich, Christoph Stiller, Rainer Stiefelhagen
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. IROS (2022)
Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates. CoRR (2022)
Zdravko Marinov, Alina Roitberg, David Schneider, Rainer Stiefelhagen
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization. CoRR (2022)
Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. IV (2022)
Chaoxiang Ma, Jiaming Zhang, Kailun Yang, Alina Roitberg, Rainer Stiefelhagen
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange. CoRR (2021)
Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. CoRR (2021)
Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. CoRR (2021)
Chaoxiang Ma, Jiaming Zhang, Kailun Yang, Alina Roitberg, Rainer Stiefelhagen
DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange. ITSC (2021)
Alina Roitberg, Monica Haurilet, Manuel Martínez, Rainer Stiefelhagen
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models. CoRR (2021)
Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. FG (2021)
Alina Roitberg, David Schneider, Aulia Djamal, Constantin Seibold, Simon Reiß, Rainer Stiefelhagen
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games. IROS (2021)
Kunyu Peng, Juncong Fei, Kailun Yang, Alina Roitberg, Jiaming Zhang, Frank Bieder, Philipp Heidenreich, Christoph Stiller, Rainer Stiefelhagen
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. CoRR (2021)
Alina Roitberg, Simon Reiß, Rainer Stiefelhagen
From Driver Talk To Future Action: Vehicle Maneuver Prediction by Learning from Driving Exam Dialogs. IV (2021)
Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. CoRR (2021)
Simon Reiß, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
Activity-aware Attributes for Zero-Shot Driver Behavior Recognition. CVPR Workshops (2020)
Simon Reiß, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
Deep Classification-driven Domain Adaptation for Cross-Modal Driver Behavior Recognition. IV (2020)
Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information. ICPR (2020)
Alina Roitberg, Monica Haurilet, Simon Reiß, Rainer Stiefelhagen
CNN-based Driver Activity Understanding: Shedding Light on Deep Spatiotemporal Representations. ITSC (2020)
Alina Roitberg, Chaoxiang Ma, Monica Haurilet, Rainer Stiefelhagen
Open Set Driver Activity Recognition. IV (2020)
Robin Ruede, Verena Heusser, Lukas Frank, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
Multi-Task Learning for Calorie Prediction on a Novel Large-Scale Recipe Dataset Enriched with Nutritional Information. CoRR (2020)
Alina Roitberg, Monica Haurilet, Manuel Martínez, Rainer Stiefelhagen
Uncertainty-sensitive Activity Recognition: A Reliability Benchmark and the CARING Models. ICPR (2020)
Alina Roitberg, Tim Pollert, Monica Haurilet, Manuel Martin, Rainer Stiefelhagen
Analysis of Deep Fusion Strategies for Multi-Modal Gesture Recognition. CVPR Workshops (2019)
Sidney Bender, Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen
Learning Fine-Grained Image Representations for Mathematical Expression Recognition. GREC@ICDAR (2019)
Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen
It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning. CVPR (2019)
Patrick Gebert, Alina Roitberg, Monica Haurilet, Rainer Stiefelhagen
End-to-end Prediction of Driver Intention using 3D Convolutional Neural Networks. IV (2019)
Manuel Martin, Alina Roitberg, Monica Haurilet, Matthias Horne, Simon Reiß, Michael Voit, Rainer Stiefelhagen
Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles. ICCV (2019)
Monica Haurilet, Alina Roitberg, Manuel Martínez, Rainer Stiefelhagen
WiSe - Slide Segmentation in the Wild. ICDAR (2019)
Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen
Informed Democracy: Voting-based Novelty Detection for Action Recognition. CoRR (2018)
Elena Wolf, Manuel Martínez, Alina Roitberg, Rainer Stiefelhagen, Barbara Deml
Estimating mental load in passive and active tasks from pupil and gaze changes using bayesian surprise. MCPMD@ICMI (2018)
Alina Roitberg, Ziad Al-Halah, Rainer Stiefelhagen
Informed Democracy: Voting-based Novelty Detection for Action Recognition. BMVC (2018)
Alina Roitberg, Manuel Martínez, Monica Haurilet, Rainer Stiefelhagen
Towards a Fair Evaluation of Zero-Shot Action Recognition Using External Data. ECCV Workshops (4) (2018)
Egidio Falotico, Lorenzo Vannucci, Alessandro Ambrosano, Ugo Albanese, Stefan Ulbrich, Juan Camilo Vasquez Tieck, Georg Hinkel, Jacques Kaiser, Igor Peric, Oliver Denninger, Nino Cauli, Murat Kirtay, Arne Roennau, Gudrun Klinker, Axel von Arnim, Luc Guyot, Daniel Peppicelli, Pablo Martínez-Cañada, Eduardo Ros, Patrick Maier, Sandro Weber, Manuel Hubert, David A. Plecher, Florian Röhrbein, Stefan Deser, Alina Roitberg, Patrick van der Smagt, Rüdiger Dillmann, Paul Levi, Cecilia Laschi, Alois C. Knoll, Marc-Oliver Gewaltig
Connecting Artificial Brains to Robots in a Comprehensive Simulation Framework: The Neurorobotics Platform. Frontiers Neurorobotics 11 (2017)
Manuel Martínez, Alina Roitberg, Daniel Koester, Rainer Stiefelhagen, Boris Schauerte
Using Technology Developed for Autonomous Cars to Help Navigate Blind People. ICCV Workshops (2017)
Marco Carraro, Matteo Munaro, Alina Roitberg, Emanuele Menegatti
Improved Skeleton Estimation by Means of Depth Data Fusion from Multiple Depth Cameras. IAS (2016)
Alina Roitberg, Nikhil Somani, Alexander Clifford Perzylo, Markus Rickert, Alois C. Knoll
Multimodal Human Activity Recognition for Industrial Manufacturing Processes in Robotic Workcells. ICMI (2015)
Alina Roitberg, Alexander Clifford Perzylo, Nikhil Somani, Manuel Giuliani, Markus Rickert, Alois C. Knoll
Human activity recognition in the context of industrial human-robot interaction. APSIPA (2014)