Johannes Gilg

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Research Areas

• Computer Vision
• Machine Learning
• Object Tracking

Publications

Teepe, Torben; Wolters, Philipp; Gilg, Johannes; Herzog, Fabian; Rigoll, Gerhard: Lifting Multi-View Detection and Tracking to the Bird's Eye View. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024 more…
Teepe, Torben; Wolters, Philipp; Gilg, Johannes; Herzog, Fabian; Rigoll, Gerhard: EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2024 more…
Gilg, Johannes; Teepe, Torben; Herzog, Fabian; Wolters, Philipp; Rigoll, Gerhard: Do We Still Need Non-Maximum Suppression? Accurate Confidence Estimates and Implicit Duplication Modeling with IoU-Aware Calibration. , 2023 more…
Gilg, Johannes; Teepe, Torben; Herzog, Fabian; Rigoll, Gerhard: The Box Size Confidence Bias Harms Your Object Detector. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023 more…
Herzog, Fabian; Chen, Junpeng; Teepe, Torben; Gilg, Johannes; Hörmann, Stefan; Rigoll, Gerhard: Synthehicle: Multi-Vehicle Multi-Camera Tracking in Virtual Cities. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2023 more…
Teepe, Torben; Gilg, Johannes; Herzog, Fabian; Hörmann, Stefan; Rigoll, Gerhard: Towards a Deeper Understanding of Skeleton-Based Gait Recognition. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022 more…
Teepe, Torben; Khan, Ali; Gilg, Johannes; Herzog, Fabian; Hörmann, Stefan; Rigoll, Gerhard: Gaitgraph: Graph Convolutional Network for Skeleton-Based Gait Recognition. 2021 IEEE International Conference on Image Processing (ICIP), IEEE, 2021, 2314-2318 more…
Herzog, Fabian; Ji, Xunbo; Teepe, Torben; Hörmann, Stefan; Gilg, Johannes; Rigoll, Gerhard: Lightweight Multi-Branch Network For Person Re-Identification. 2021 IEEE International Conference on Image Processing (ICIP), IEEE, 2021, 1129-1133 more…

Projects

SmartAssist: Ein intelligentes Farradassistenzsystem zur Gefahrenerkennung
Partners: solectrix GmbH, Navimatix GmbH
Period: 01.01.2020 – 28.02.2022

Teaching

Student projects

For inquiries regarding any student projects please apply using your most recent CV together with your grade report emphasizing your previous experience in this area and your desired starting date.

Open Topics

You can find all open topics here.