Matthias Springstein

According to our database, Matthias Springstein authored at least 19 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Few-Shot Event Classification in Images using Knowledge Graphs for Prompting.

Golsa Tahmasebzadeh, Matthias Springstein, Ralph Ewerth, Eric Müller-Budack

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Visual Narratives: Large-scale Hierarchical Classification of Art-historical Images.

Matthias Springstein, Stefanie Schneider, Javad Rahnama, Julian Stalter, Maximilian Kristen, Eric Müller-Budack, Ralph Ewerth

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

TIB AV-Analytics: A Web-based Platform for Scholarly Video Analysis and Film Studies.

Matthias Springstein, Markos Stamatakis, Margret Plank, Julian Sittel, Roman Mauer, Oksana Bulgakowa, Ralph Ewerth, Eric Müller-Budack

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Analyzing Results of Depth Estimation Models with Monocular Criteria.

Jonas Theiner, Nils Nommensen, Jim Rhotert, Matthias Springstein, Eric Müller-Budack, Ralph Ewerth

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Semi-supervised Human Pose Estimation in Art-historical Images.

Matthias Springstein, Stefanie Schneider, Christian Althaus, Ralph Ewerth

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

iART - Eine Suchmaschine zur Unterstützung von bildorientierten Forschungsprozessen.

Stefanie Schneider, Matthias Springstein, Javad Rahnama, Hubertus Kohle, Ralph Ewerth, Eyke Hüllermeier

Proceedings of the 8. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2022

2021

Ontology-driven Event Type Classification in Images.

Eric Müller-Budack, Matthias Springstein, Sherzod Hakimov, Kevin Mrutzek, Ralph Ewerth

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

QuTI! Quantifying Text-Image Consistency in Multimodal Documents.

Matthias Springstein, Eric Müller-Budack, Ralph Ewerth

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

iART: A Search Engine for Art-Historical Images to Support Research in the Humanities.

Matthias Springstein, Stefanie Schneider, Javad Rahnama, Eyke Hüllermeier, Hubertus Kohle, Ralph Ewerth

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention.

Matthias Springstein, Eric Müller-Budack, Ralph Ewerth

Proceedings of the MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, 2021

2020

Characterization and classification of semantic image-text relations.

Christian Otto, Matthias Springstein, Avishek Anand, Ralph Ewerth

Int. J. Multim. Inf. Retr., 2020

The Dissimilar in the Similar. An Attribute-guided Approach to the Subject-specific Classification of Art-historical Objects.

Stefanie Schneider, Matthias Springstein, Javad Rahnama, Eyke Hüllermeier, Ralph Ewerth, Hubertus Kohle

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

2019

Understanding, Categorizing and Predicting Semantic Image-Text Relations.

Christian Otto, Matthias Springstein, Avishek Anand, Ralph Ewerth

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

2018

TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server.

Matthias Springstein, Huu Hung Nguyen, Anett Hoppe, Ralph Ewerth

Proceedings of the Digital Libraries for Open Knowledge, 2018

2017

Deep learning for content-based video retrieval in film and television production.

Markus Mühling, Nikolaus Korfhage, Eric Müller, Christian Otto, Matthias Springstein, Thomas Langelage, Uli Veith, Ralph Ewerth, Bernd Freisleben

Multim. Tools Appl., 2017

Estimating relative depth in single images via rankboost.

Ralph Ewerth, Matthias Springstein, Eric Müller, Alexander Balz, Jan Gehlhaar, Tolga Naziyok, Krzysztof Dembczynski, Eyke Hüllermeier

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

"When Was This Picture Taken?" - Image Date Estimation in the Wild.

Eric Müller, Matthias Springstein, Ralph Ewerth

Proceedings of the Advances in Information Retrieval, 2017

"Are Machines Better Than Humans in Image Tagging?" - A User Study Adds to the Puzzle.

Ralph Ewerth, Matthias Springstein, Lo An Phan-Vogtmann, Juliane Schütze

Proceedings of the Advances in Information Retrieval, 2017

2016

On the Effects of Spam Filtering and Incremental Learning for Web-Supervised Visual Concept Classification.

Matthias Springstein, Ralph Ewerth

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016