Katja Ludwig

Wissenschaftliche Mitarbeiterin
Lehrstuhl für Maschinelles Lernen und Maschinelles Sehen
Telefon: +49 (821) 598 2451
E-Mail:
Raum: 1018 (N)
Sprechzeiten: Nach Vereinbarung
Adresse: Universitätsstraße 6a, 86159 Augsburg

Veröffentlichungen

2023 | 2022 | 2021 | 2020

2023

Katja Ludwig, Julian Lorenz, Robin Schön and Rainer Lienhart. in press. All keypoints you need: detecting arbitrary keypoints on the body of triple, high, and long jump athletes.
PDF | BibTeX | RIS

Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig and Rainer Lienhart. 2023. COVID detection and severity prediction with 3D-ConvNeXt and custom pretrainings. DOI: 10.1007/978-3-031-25082-8_33
PDF | BibTeX | RIS | DOI

Katja Ludwig, Daniel Kienzle, Julian Lorenz and Rainer Lienhart. in press. Detecting arbitrary keypoints on limbs and skis with sparse partly correct segmentation masks.
PDF | BibTeX | RIS

Robin Schön, Katja Ludwig and Rainer Lienhart. in press. Impact of pseudo depth on open world object segmentation with minimal user guidance.
PDF | BibTeX | RIS

Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matias Nicolas Bossa, Abel Diaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken and Marie-Pierre Revel Dubios. in press. The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data.
BibTeX | RIS | URL

Moritz Einfalt, Katja Ludwig and Rainer Lienhart. in press. Uplift and upsample: efficient 3D human pose estimation with uplifting transformers.
PDF | BibTeX | RIS

2022

Katja Ludwig, Philipp Harzig and Rainer Lienhart. 2022. Detecting arbitrary intermediate keypoints for human pose estimation with vision transformers. DOI: 10.1109/WACVW54805.2022.00073
PDF | BibTeX | RIS | DOI

Katja Ludwig, Daniel Kienzle and Rainer Lienhart. 2022. Recognition of freely selected keypoints on human limbs. DOI: 10.1109/CVPRW56347.2022.00397
PDF | BibTeX | RIS | DOI

2021

Katja Ludwig, Sebastian Scherer, Moritz Einfalt and Rainer Lienhart. 2021. Self-supervised learning for human pose estimation in sports. DOI: 10.1109/ICMEW53276.2021.9456000
PDF | BibTeX | RIS | DOI

Sebastian Scherer, Robin Schön, Katja Ludwig and Rainer Lienhart. 2021. Unsupervised domain extension for nighttime semantic segmentation in urban scenes. DOI: 10.5220/0010551500380047
PDF | BibTeX | RIS | DOI

2020

Katja Ludwig, Andrea Fendt and Bernhard Bauer. 2020. An efficient online heuristic for mobile network slice embedding. DOI: 10.1109/icin48450.2020.9059440
PDF | BibTeX | RIS | DOI

Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars Christoph Schmelz and Bernhard Bauer. 2020. End-to-end mobile network slice embedding leveraging edge computing. DOI: 10.1109/NOMS47738.2020.9110442
PDF | BibTeX | RIS | DOI

Katja Ludwig, Moritz Einfalt and Rainer Lienhart. 2020. Robust estimation of flight parameters for ski jumpers. DOI: 10.1109/ICMEW46912.2020.9105973
PDF | BibTeX | RIS | DOI

Philipp Harzig, Moritz Einfalt, Katja Ludwig and Rainer Lienhart. 2020. Transforming Videos to Text (VTT Task) Team: MMCUniAugsburg.
PDF | BibTeX | RIS | URL

Suche