Müller-Budack, Eric

academic article

Synchronization of passes in event and spatiotemporal soccer data. Scientific Reports. 13:15878. 2023
Understanding image-text relations and news values for multimodal news analysis. Frontiers in Artificial Intelligence. 6. 2023
Multimodal news analytics using measures of cross-modal entity and context consistency. International Journal of Multimedia Information Retrieval. 10:111-125. 2021
Deep learning for content-based video retrieval in film and television production. Multimedia Tools and Applications. 76:22169-22194. 2017

chapter

Few-Shot Event Classification in Images using Knowledge Graphs for Prompting. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 7271-7280. 2024
Identification of Speaker Roles and Situation Types in News Videos. ICMR '24: Proceedings of the 2024 International Conference on Multimedia Retrieval. 506-514. 2024
Multimodal Misinformation Detection using Large Vision-Language Models. CIKM '24: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. 2189-2199. 2024
Visual Narratives: Large-scale Hierarchical Classification of Art-historical Images. 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). 7195-7205. 2024
Analyzing Results of Depth Estimation Models with Monocular Criteria. 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 3739-3743. 2023
Classification of Visualization Types and Perspectives in Patents. Linking Theory and Practice of Digital Libraries. TPDL 2023. Springer, Cham. 182-191. 2023
Improving Generalization for Multimodal Fake News Detection. ICMR '23: Proceedings of the 2023 ACM International Conference on Multimedia Retrieval. 581-585. 2023
MM-Locate-News: Multimodal Focus Location Estimation in News. MultiMedia Modeling. MMM 2023.. Springer, Cham. 204-216. 2023
Multimodal Geolocation Estimation of News Photos. Advances in Information Retrieval. ECIR 2023.. Springer Berlin Heidelberg. 204-220. 2023
Reale Datensätze – Videodaten. Sportinformatik - Modellbildung, Simulation, Datenanalyse und Visualisierung von sportbezogenen Daten. Springer, Cham. 31-38. 2023
TIB AV-Analytics: A Web-based Platform for Scholarly Video Analysis and Film Studies. SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. 3195-3199. 2023
Quantifizierung der intermodalen Konsistenz von Nachrichten. D22 (2021) - Ausgezeichnete Informatikdissertationen 2021. Bonn: Köllen Druck + Verlag GmbH. 221-230. 2022
Extraction of Positional Player Data from Broadcast Soccer Videos. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE. 1463-1473. 2022
Interpretable Semantic Photo Geolocation. 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE. 1474-1484. 2022
MM-Claims: A Dataset for Multimodal Claim Detection in Social Media. Findings of the Association for Computational Linguistics: NAACL 2022. 962-979. 2022
A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods. Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding (MMPT '21), August 21, 2021, Taipei, Taiwan. 37-45. 2021
GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval. SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2565-2569. 2021
On the Role of Images for Analyzing Claims in Social Media. Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021), Ljubljana, Slovenia, April 12, 2021. 32-46. 2021
Computational Approaches for the Interpretation of Image-Text Relations. Empirical Multimodality Research. 109-138. 2021
Image Analytics in Web Archives. The Past Web. 141-151. 2021
Ontology-driven Event Type Classification in Images. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). 2927-2937. 2021
QuTI! Quantifying Text-Image Consistency in Multimodal Documents. SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2575-2579. 2021
Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention. MMPT '21: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding. 46-54. 2021
Visualizing Copyright-Protected Video Archive Content Through Similarity Search. Linking Theory and Practice of Digital Libraries, 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13–17, 2021, Proceedings. 123-127. 2021
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency. ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval. New York: ACM. 16-25. 2020
SlideImages: A Dataset for Educational Image Classification. Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. 289-296. 2020
"Does 4-4-2 exist?" --. MMSports '19: Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports. ACM. 25-33. 2019
Finding Person Relations in Image Data of News Collections in the Internet Archive. Digital Libraries for Open Knowledge. 229-240. 2018
Geolocation Estimation of Photos Using a Hierarchical Model and Scene Classification. Computer Vision – ECCV 2018. 575-592. 2018

conference paper

A Feature Analysis for Multimodal News Retrieval. Proceedings of the 1st International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 17th Extended Semantic Web Conference (ESWC 2020). 43-56. 2020
Estimating Relative Depth in Single Images via Rankboost. 2017 IEEE International Conference on Multimedia and Expo (ICME). 919-924. 2017
“When Was This Picture Taken?” – Image Date Estimation in the Wild. Advances in Information Retrieval : 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings. 619-625. 2017
Semi-supervised Identification of Rarely Appearing Persons in Video by Correcting Weak Labels. ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval. 381-384. 2016
Phase unwrapping of fringe images for dynamic 3D measurements without additional pattern projection. SPIE Proceedings. 2015

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Unsupervised quantification of entity consistency between photos and text in real-world news 2022

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Dr.-Ing. Müller-Budack, Eric

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