Alina Roitberg

1.3k total citations
39 papers, 649 citations indexed

About

Alina Roitberg is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Automotive Engineering. According to data from OpenAlex, Alina Roitberg has authored 39 papers receiving a total of 649 indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Computer Vision and Pattern Recognition, 17 papers in Artificial Intelligence and 7 papers in Automotive Engineering. Recurrent topics in Alina Roitberg's work include Human Pose and Action Recognition (23 papers), Anomaly Detection Techniques and Applications (11 papers) and Multimodal Machine Learning Applications (10 papers). Alina Roitberg is often cited by papers focused on Human Pose and Action Recognition (23 papers), Anomaly Detection Techniques and Applications (11 papers) and Multimodal Machine Learning Applications (10 papers). Alina Roitberg collaborates with scholars based in Germany, China and Austria. Alina Roitberg's co-authors include Rainer Stiefelhagen, Monica Haurilet, Kailun Yang, Kunyu Peng, Manuel Martín, Nikhil Somani, Alexander Perzylo, Markus Rickert, Alois Knoll and Jiaming Zhang and has published in prestigious journals such as IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Neural Networks and Learning Systems and IEEE Sensors Journal.

In The Last Decade

Alina Roitberg

38 papers receiving 639 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Alina Roitberg Germany 13 440 187 138 103 77 39 649
Anouar Ben Khalifa Tunisia 17 466 1.1× 173 0.9× 92 0.7× 217 2.1× 104 1.4× 63 755
Aniket Bera United States 14 574 1.3× 307 1.6× 211 1.5× 102 1.0× 31 0.4× 55 880
Ihsen Alouani France 15 290 0.7× 196 1.0× 67 0.5× 63 0.6× 83 1.1× 48 645
S. M. Mahbubur Rahman Bangladesh 12 366 0.8× 155 0.8× 69 0.5× 69 0.7× 40 0.5× 48 713
Francesco Setti Italy 13 314 0.7× 172 0.9× 88 0.6× 29 0.3× 84 1.1× 49 536
Akshay Rangesh United States 11 230 0.5× 108 0.6× 323 2.3× 90 0.9× 24 0.3× 18 563
Matthias Luber Germany 11 564 1.3× 249 1.3× 155 1.1× 54 0.5× 64 0.8× 13 776
Masamichi Shimosaka Japan 15 267 0.6× 154 0.8× 89 0.6× 121 1.2× 120 1.6× 103 804
Akansel Cosgun Australia 13 252 0.6× 133 0.7× 84 0.6× 117 1.1× 86 1.1× 43 672
Rongrong Ni China 13 275 0.6× 102 0.5× 123 0.9× 37 0.4× 38 0.5× 35 521

Countries citing papers authored by Alina Roitberg

Since Specialization
Citations

This map shows the geographic impact of Alina Roitberg's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alina Roitberg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alina Roitberg more than expected).

Fields of papers citing papers by Alina Roitberg

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alina Roitberg. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alina Roitberg. The network helps show where Alina Roitberg may publish in the future.

Co-authorship network of co-authors of Alina Roitberg

This figure shows the co-authorship network connecting the top 25 collaborators of Alina Roitberg. A scholar is included among the top collaborators of Alina Roitberg based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alina Roitberg. Alina Roitberg is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Lin, Jiacheng, Kailun Yang, Alina Roitberg, et al.. (2024). AdaptiveClick: Click-Aware Transformer With Adaptive Focal Loss for Interactive Image Segmentation. IEEE Transactions on Neural Networks and Learning Systems. 36(3). 5759–5773. 14 indexed citations
2.
Schneider, David, Marco Keller, Kunyu Peng, et al.. (2024). SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data. Fraunhofer-Publica (Fraunhofer-Gesellschaft). 13038–13045. 2 indexed citations
3.
Liu, Ruiping, Kailun Yang, Alina Roitberg, et al.. (2024). TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation. IEEE Transactions on Intelligent Transportation Systems. 25(12). 20933–20949. 7 indexed citations
4.
Peng, Kunyu, David Schneider, Alina Roitberg, et al.. (2024). Towards Video-based Activated Muscle Group Estimation in the Wild. 4495–4504.
5.
Wei, Yiping, Kunyu Peng, Alina Roitberg, et al.. (2024). Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. 6040–6044. 1 indexed citations
6.
Peng, Kunyu, Junwei Zheng, David Schneider, et al.. (2024). Navigating Open Set Scenarios for Skeleton-Based Action Recognition. Proceedings of the AAAI Conference on Artificial Intelligence. 38(5). 4487–4496. 9 indexed citations
7.
Peng, Kunyu, Alina Roitberg, Kailun Yang, Jiaming Zhang, & Rainer Stiefelhagen. (2023). Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions. IEEE Transactions on Multimedia. 25. 1489–1504. 30 indexed citations
8.
9.
Roitberg, Alina, Kunyu Peng, David Schneider, et al.. (2022). Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Transactions on Intelligent Transportation Systems. 23(12). 25271–25286. 8 indexed citations
10.
Peng, Kunyu, Kailun Yang, Alina Roitberg, et al.. (2022). MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. IEEE Transactions on Intelligent Transportation Systems. 23(9). 15824–15840. 45 indexed citations
11.
Peng, Kunyu, Alina Roitberg, Kailun Yang, Jiaming Zhang, & Rainer Stiefelhagen. (2022). TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 278–285. 18 indexed citations
12.
Schneider, David, M. Saquib Sarfraz, Alina Roitberg, & Rainer Stiefelhagen. (2022). Pose-based Contrastive Learning for Domain Agnostic Activity Representations. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 3432–3442. 11 indexed citations
13.
Peng, Kunyu, Alina Roitberg, Kailun Yang, Jiaming Zhang, & Rainer Stiefelhagen. (2022). Should I take a walk? Estimating Energy Expenditure from Video Data. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2074–2084. 2 indexed citations
14.
Zhang, Jiaming, et al.. (2021). Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. IEEE Transactions on Intelligent Transportation Systems. 23(7). 9478–9491. 35 indexed citations
15.
16.
Roitberg, Alina, et al.. (2020). Open Set Driver Activity Recognition. 1048–1053. 12 indexed citations
17.
Martín, Manuel, et al.. (2019). Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles. Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft). 2801–2810. 113 indexed citations
18.
Haurilet, Monica, Alina Roitberg, & Rainer Stiefelhagen. (2019). It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning. 1930–1939. 11 indexed citations
19.
Roitberg, Alina, et al.. (2019). End-to-end Prediction of Driver Intention using 3D Convolutional Neural Networks. 969–974. 48 indexed citations
20.
Roitberg, Alina, Alexander Perzylo, Nikhil Somani, et al.. (2014). Human activity recognition in the context of industrial human-robot interaction. 1–10. 60 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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