Dr. Eric Müller-Budack
Publications by categories in reversed chronological order. Generated by jekyll-scholar.
Number of publications: 44
Conference Articles
2025
- [1]Patent Figure Classification using Large Vision-language ModelsIn: European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025. Springer, 2025.Accepted for Publication
- [2]Verifying Cross-modal Entity Consistency in News using Vision-language ModelsIn: European Conference on Information Retrieval (ECIR) 2025, Lucca, Itay, April 06-10, 2025, 2025.Accepted for Publication
2024
- [1]Identification of Speaker Roles and Situation Types in News VideosIn: International Conference on Multimedia Retrieval, ICMR 2024, Phuket, Thailand, June 10-14, 2024, pp. 506–514. ACM, 2024.Best Paper Awardhttps://doi.org/10.1145/3652583.3658101
- [2]The search for filmic narrative strategies in audiovisual news reporting: a progress reportIn: Conference of the Society for Cognitive Studies of the Moving Image, SCSMI 2024, Budapest, Hungary, June 5-8, 2024, 2024.
- [3]TIB AV-Analytics: A Computational Tool for Film and Video AnalysisIn: Conference of the Society for Cognitive Studies of the Moving Image, SCSMI 2024, Budapest, Hungary, June 5-8, 2024, 2024.
- [4]Visual Narratives: Large-scale Hierarchical Classification of Art-historical ImagesIn: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, pp. 7195–7205. IEEE, 2024.https://doi.org/10.1109/WACV57701.2024.00705
- [5]Few-Shot Event Classification in Images using Knowledge Graphs for PromptingIn: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, pp. 7271–7280. IEEE, 2024.https://doi.org/10.1109/WACV57701.2024.00712
- [6]Multimodal Misinformation Detection using Large Vision-Language ModelsIn: ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024, pp. 2189–2199. ACM, 2024.https://doi.org/10.1145/3627673.3679826
2023
- [1]Classification of Visualization Types and Perspectives in PatentsIn: International Conference on Theory and Practice of Digital Libraries, TPDL 2023, Zadar, Croatia, September 26-29, 2023, pp. 182–191. Springer, 2023.https://doi.org/10.1007/978-3-031-43849-3_16
- [2]TIB AV-Analytics: A Web-based Platform for Scholarly Video Analysis and Film StudiesIn: ACM Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, pp. 3195–3199. ACM, 2023.https://doi.org/10.1145/3539618.3591820
- [3]Multimodal Geolocation Estimation of News PhotosIn: European Conference on Information Retrieval, ECIR 2023, Dublin, Ireland, April 2-6, 2023, pp. 204–220. Springer, 2023.https://doi.org/10.1007/978-3-031-28238-6_14
- [4]MM-Locate-News: Multimodal Focus Location Estimation in NewsIn: International Conference on MultiMedia Modeling, MMM 2023, Bergen, Norway, January 9-12, 2023, pp. 204–216. Springer, 2023.https://doi.org/10.1007/978-3-031-27077-2_16
- [5]Improving Generalization for Multimodal Fake News DetectionIn: ACM International Conference on Multimedia Retrieval, ICMR 2023, Thessaloniki, Greece, June 12-15, 2023, pp. 581–585. ACM, 2023.https://doi.org/10.1145/3591106.3592230
- [6]Analyzing Results of Depth Estimation Models With Monocular CriteriaIn: Explainable AI for Computer Vision Workshop co-located with the IEEE/CFV Conference on Computer Vision and Pattern Recognition, XAI4CV@CVPR 2023, Vancouver, Canada, June 19, pp. 3738-3742. IEEE/CVF, 2023.https://openaccess.thecvf.com/content/CVPR2023W/XAI4CV/html/Theiner_Analyzing_Results_of_Depth_Estimation_Models_With_Monocular_Criteria_CVPRW_2023_paper.html
2022
- [1]MM-Claims: A Dataset for Multimodal Claim Detection in Social MediaIn: Findings of the Association for Computational Linguistics: NAACL 2022, Seattle, WA, United States, July 10-15, 2022, pp. 962–979. Association for Computational Linguistics, 2022.https://doi.org/10.18653/v1/2022.findings-naacl.72
- [2]Extraction of Positional Player Data from Broadcast Soccer VideosIn: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022, Waikoloa, HI, USA, January 3-8, 2022, pp. 1463–1473. IEEE, 2022.https://doi.org/10.1109/WACV51458.2022.00153
- [3]Interpretable Semantic Photo GeolocationIn: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022, Waikoloa, HI, USA, January 3-8, 2022, pp. 1474–1484. IEEE, 2022.https://doi.org/10.1109/WACV51458.2022.00154
2021
- [1]On the Role of Images for Analyzing Claims in Social MediaIn: International Workshop on Cross-lingual Event-centric Open Analytics co-located with the Web Conference, CLEOPATRA@WWW 2021, Virtual Event, April 12, 2021, pp. 32–46. CEUR-WS.org, 2021.http://ceur-ws.org/Vol-2829/paper3.pdf
- [2]A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis MethodsIn: Workshop on Multi-Modal Pre-Training for Multimedia Understanding co-located with the International Conference on Multimedia Retrieval, MMPT@ICMR 2021, Virtual Event, August 21, 2021, pp. 37–45. ACM, 2021.https://doi.org/10.1145/3463945.3469058
- [3]Ontology-driven Event Type Classification in ImagesIn: IEEE Winter Conference on Applications of Computer Vision, WACV 2021, Virtual Event, January 3-8, 2021, pp. 2927–2937. IEEE, 2021.https://doi.org/10.1109/WACV48630.2021.00297
- [4]Visualizing Copyright-Protected Video Archive Content Through Similarity SearchIn: International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13-17, 2021, pp. 123–127. Springer, 2021.https://doi.org/10.1007/978-3-030-86324-1_15
- [5]Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-AttentionIn: Workshop on Multi-Modal Pre-Training for Multimedia Understanding co-located with the International Conference on Multimedia Retrieval, MMPT@ICMR 2021, Virtual Event, August 21, 2021, pp. 46–54. ACM, 2021.https://doi.org/10.1145/3463945.3469059
- [6]QuTI! Quantifying Text-Image Consistency in Multimodal DocumentsIn: ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021, Virtual Event, July 11-15, 2021, pp. 2575–2579. ACM, 2021.https://doi.org/10.1145/3404835.3462796
- [7]GeoWINE: Geolocation based Wiki, Image, News and Event RetrievalIn: International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021, Virtual Event, July 11-15, 2021, pp. 2565–2569. ACM, 2021.https://doi.org/10.1145/3404835.3462786
2020
- [1]SlideImages: A Dataset for Educational Image ClassificationIn: European Conference on Information Retrieval, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, pp. 289–296. Springer, 2020.https://doi.org/10.1007/978-3-030-45442-5_36
- [2]Multimodal Analytics for Real-world News using Measures of Cross-modal Entity ConsistencyIn: International Conference on Multimedia Retrieval, ICMR 2020, Virtual Event, June 8-11, 2020, pp. 16–25. ACM, 2020.Best Paper Awardhttps://doi.org/10.1145/3372278.3390670
- [3]A Feature Analysis for Multimodal News RetrievalIn: International Workshop on Cross-lingual Event-centric Open Analytics co-located with the Extended Semantic Web Conference, CLEOPATRA@ESWC 2020), Virtual Event, June 3, 2020, pp. 43–56. CEUR-WS.org, 2020.Best Paper Awardhttp://ceur-ws.org/Vol-2611/paper4.pdf
2019
- [1]"Does 4-4-2 exist?" - An Analytics Approach to Understand and Classify Football Team Formations in Single Match SituationsIn: International Workshop on Multimedia Content Analysis in Sports co-located with the ACM Multimedia Conference, MMSports@MM 2019, Nice, France, October 25, 2019, pp. 25–33. ACM, 2019.https://doi.org/10.1145/3347318.3355527
2018
- [1]Finding Person Relations in Image Data of News Collections in the Internet ArchiveIn: International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Porto, Portugal, September 10-13, 2018, pp. 229–240. Springer, 2018.Honorable Mention Awardhttps://doi.org/10.1007/978-3-030-00066-0_20
- [2]Geolocation Estimation of Photos Using a Hierarchical Model and Scene ClassificationIn: European Conference on Computer Vision, ECCV 2018, Munich, Germany, September 8-14, 2018, pp. 575–592. Springer, 2018.https://doi.org/10.1007/978-3-030-01258-8_35
2017
- [1]Estimating relative depth in single images via rankboostIn: IEEE International Conference on Multimedia and Expo, ICME 2017, Hong Kong, China, July 10-14, 2017, pp. 919–924. IEEE Computer Society, 2017.https://doi.org/10.1109/ICME.2017.8019434
- [2]"When Was This Picture Taken?" - Image Date Estimation in the WildIn: European Conference on Information Retrieval, ECIR 2017, Aberdeen, UK, April 8-13, 2017, pp. 619–625, 2017.https://doi.org/10.1007/978-3-319-56608-5_57
2016
- [1]Semi-supervised Identification of Rarely Appearing Persons in Video by Correcting Weak LabelsIn: International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016, pp. 381–384. ACM, 2016.https://doi.org/10.1145/2911996.2912073
2015
- [1]Phase unwrapping of fringe images for dynamic 3D measurements without additional pattern projectionIn: Dimensional Optical Metrology and Inspection for Practical Applications IV, 9489, pp. 8 – 17. SPIE, 2015.https://doi.org/10.1117/12.2176822
inbook
2024
- [1]Video DataComputer Science in Sport: Modeling, Simulation, Data Analysis and Visualization of Sports-Related Data, pp. 27–34. Springer Berlin Heidelberg, 2024.https://doi.org/10.1007/978-3-662-68313-2_4
2023
- [1]Reale Datensätze – VideodatenSportinformatik : Modellbildung, Simulation, Datenanalyse und Visualisierung von sportbezogenen Daten, pp. 31–38. Springer Berlin Heidelberg, 2023.https://doi.org/10.1007/978-3-662-67026-2_4
2021
- [1]Computational Approaches for the Interpretation of Image-text RelationsEmpirical Multimodality Research: Methods, Evaluations, Implications, pp. 109–138. De Gruyter, 2021.https://doi.org/10.1515/9783110725001-005
- [2]Image Analytics in Web ArchivesThe Past Web: Exploring Web Archives, pp. 141–151. Springer International Publishing, 2021.https://doi.org/10.1007/978-3-030-63291-5_11
Journal Articles
2023
- [1]Understanding Image-Text Relations and News Values for Multimodal News AnalysisFrontiers in Artificial Intelligence, 6, pp. 1–29. Frontiers, 2023.https://doi.org/10.3389/frai.2023.1125533
- [2]Synchronization of passes in event and spatiotemporal soccer dataScientific Reports, 13(1), pp. 15878, 2023.https://doi.org/10.1038/s41598-023-39616-2
2021
- [1]Multimodal news analytics using measures of cross-modal entity and context consistencyInternational Journal of Multimedia Information Retrieval, 10(2), pp. 111–125, 2021.Invited Paper (Best Papers of ACM ICMR 2020)https://doi.org/10.1007/s13735-021-00207-4
2017
- [1]Deep learning for content-based video retrieval in film and television productionMultimedia Tools and Applications, 76(21), pp. 22169–22194, 2017.https://doi.org/10.1007/s11042-017-4962-9
Theses
2022
- [1]Unsupervised quantification of entity consistency between photos and text in real-world newsGottfried Wilhelm Leibniz Universität Hannover, pp. 1–222, 2022.Passed with DistinctionNominated for the GI-DissertationspreisNominated for the Leibniz Dissertation Award (Top 10)https://doi.org/https://doi.org/10.15488/11719
Book Chapters
2022
- [1]Quantifizierung der intermodalen Konsistenz von NachrichtenIn: Ausgezeichnete Informatikdissertationen 2021, D-22, pp. 221–230. Gesellschaft für Informatik (GI), 2022.https://dl.gi.de/handle/20.500.12116/39845