Publications
International Journals, Conferences and Workshops (peer-reviewed), and Monographs
Publications 2024
- E. Navarrete, R. Ewerth, and A. Hoppe:
Saliency Detection in Educational Videos: Analyzing the Performance of Current Models, Identifying Limitations and Advancement Directions
In: ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, Idaho, United States of America, October 21-25, 2024, 2024.
Accepted for Publication - G. S. Cheema, J. Arafat, C. Tseng, J. A. Bateman, R. Ewerth, and E. Müller-Budack:
Identification of Speaker Roles and Situation Types in News Videos
In: International Conference on Multimedia Retrieval, ICMR 2024, Phuket, Thailand, June 10-14, 2024, pp. 506–514. ACM, 2024.
Best Paper Award
doi.org/10.1145/3652583.3658101 - C. Tseng, J. A. Bateman, L. Thiele, R. Ewerth, E. Müller-Budack, G. Cheema, M. Burghardt, and B. Liebl:
The search for filmic narrative strategies in audiovisual news reporting: a progress report
In: Conference of the Society for Cognitive Studies of the Moving Image, SCSMI 2024, Budapest, Hungary, June 5-8, 2024, 2024. - E. Müller-Budack, M. Springstein, M. Plank, J. Sittel, R. Mauer, O. Bulgakowa, M. Burghardt, J. A. Bateman, and R. Ewerth:
TIB AV-Analytics: A Computational Tool for Film and Video Analysis
In: Conference of the Society for Cognitive Studies of the Moving Image, SCSMI 2024, Budapest, Hungary, June 5-8, 2024, 2024. - E. Müller-Budack, W. Gritz, and R. Ewerth:
Video Data
Computer Science in Sport: Modeling, Simulation, Data Analysis and Visualization of Sports-Related Data, pp. 27–34. Springer Berlin Heidelberg, 2024.
doi.org/10.1007/978-3-662-68313-2_4 - M. Springstein, S. Schneider, J. Rahnama, J. Stalter, M. Kristen, E. Müller-Budack, and R. Ewerth:
Visual Narratives: Large-scale Hierarchical Classification of Art-historical Images
In: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, pp. 7195–7205. IEEE, 2024.
doi.org/10.1109/WACV57701.2024.00705 - J. Berger, J. Koß, M. Stamatakis, A. Hoppe, R. Ewerth, and C. Wartena:
Question Generation Capabilities of “Small" Large Language Models
In: International Conference on Natural Language & Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024. Springer, 2024.
Accepted for Publication - G. Tahmasebzadeh, M. Springstein, R. Ewerth, and E. Müller-Budack:
Few-Shot Event Classification in Images using Knowledge Graphs for Prompting
In: IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024, pp. 7271–7280. IEEE, 2024.
doi.org/10.1109/WACV57701.2024.00712 - M. Akhtar, N. Subedi, V. Gupta, S. Tahmasebi, O. Cocarascu, and E. Simperl:
ChartCheck: An Evidence-Based Fact-Checking Dataset over Real-World Chart Images
In: The Annual Meeting of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand, August 11–16, 2024, 2024.
Accepted for Publication
doi.org/10.48550/ARXIV.2311.07453 - A. Brack, E. Entrup, M. Stamatakis, P. Buschermöhle, A. Hoppe, and R. Ewerth:
Sequential sentence classification in research papers using cross-domain multi-task learning
International Journal on Digital Libraries, 2024.
https://doi.org/10.1007/s00799-023-00392-z - W. Gritz, A. Hoppe, and R. Ewerth:
On the Influence of Reading Sequences on Knowledge Gain During Web Search
In: European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, pp. 364–373. Springer, 2024.
https://doi.org/10.1007/978-3-031-56063-7_28
Publications 2023
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J. Ghauri, E. Müller-Budack, R. Ewerth:
Classification of Visualization Types and Perspectives in Patents
In: Proceedings of International Conference on Theory and Practice of Digital Libraries, TPDL, Zadar, Croatia, 2023
https://arxiv.org/abs/2307.10471 -
M. Roski, R. Sebastian, R. Ewerth, A. Hoppe, A. Nehring:
Dropout Prediction in a Web Environment Based on Universal Design for Learning.
In: International Conference on Artificial Intelligence in Education (pp. 515-527). Cham: Springer Nature Switzerland, 2023
https://link.springer.com/chapter/10.1007/978-3-031-36272-9_42 -
E. Entrup, A. Eppelin, R. Ewerth, J. Hartwig, M. Tullney, M. Wohlgemuth, A. Hoppe:
Comparing different search methods for the open access journal recommendation tool B!SON
In: International Journal on Digital Libraries, 2023
https://doi.org/10.1007/s00799-023-00372-3 -
G. Tahmasebzadeh, S. Hakimov, R. Ewerth, E. Müller-Budack:
Multimodal Geolocation Estimation of News Photos
In: Advances in Information Retrieval: 45th European Conference on Information Retrieval 204-220, 2023
https://link.springer.com/chapter/10.1007/978-3-031-28238-6_14 -
G. Tahmasebzadeh, E. Müller-Budack, S. Hakimov, R. Ewerth:
MM-Locate-News: Multimodal Focus Location Estimation in News
In: 29th International Conference on Multimedia Modeling, 204–216, 2023
https://link.springer.com/chapter/10.1007/978-3-031-27077-2_16 -
W. Gritz, C. Otto, A. Hoppe, G. Pardi, Y. Kammerer, R. Ewerth:
Comparing Interface Layouts for the Presentation of Multimodal Search Results
In: Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, CHIIR 2023, Austin, Texas, USA, March 19-23, 321–327, 2023
https://doi.org/10.1145/3576840.3578335 -
M. Stamatakis, W. Gritz, J. Oldag, A. Hoppe, S. Schanze, R. Ewerth:
Automatic Analysis of Student Drawings in Chemistry Classes
In: Proceedings of International Conference on Artificial Intelligence in Education (AIED), Tokyo, Japan, July 3-7, 824–829, 2023
https://doi.org/10.1007/978-3-031-36272-9_78 -
J. Stanja, W. Gritz, J. Krugel, A. Hoppe, S. Dannemann:
Formative assessment strategies for students’ conceptions - The potential of learning analytics
In: British Journal of Educational Technology, 54(1), 58–75, 2023
https://doi.org/10.1111/bjet.13288 -
S. Tahmasebi, S. Hakimov, R. Ewerth, E. Müller-Budack:
Improving Generalization for Multimodal Fake News Detection.
In: ICMR '23: Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, Thessaloniki, Greece, June 12 - 15, 2023
https://dl.acm.org/doi/10.1145/3591106.3592230 -
G. S. Cheema, S. Hakimov, E. Müller-Budack, C. Otto, J. A. Bateman, R. Ewerth:
Understanding Image-Text Relations and News Values for Multimodal News Analysis.
Frontiers in Artificial Intelligence, 2023
https://doi.org/10.3389/frai.2023.1125533 -
J. Theiner, R. Ewerth:
TVCalib: Camera Calibration for Sports Field Registration in Soccer.
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
https://doi.org/10.1109/WACV56688.2023.00122
Publications 2022
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E. Entrup, A. Eppelin, R. Ewerth, J. Hartwig, M. Tullney, M. Wohlgemuth, A. Hoppe:
B!SON: A Tool for Open Access Journal Recommendation
In: Proceedings of the International Conference on Theory and Practice of Digital Libraries (TPDL), 2022
https://doi.org/10.1007/978-3-031-16802-4_33 -
R. Sebastian, R. Ewerth, A. Hoppe:
Grade Level Filtering for Learning Object Search using Entity Linking.
In: Joint Proceedings of the 10th International Workshop on News Recommendation and Analytics (INRA 2022) and the 3rd International Workshop on Investigating Learning During Web Search (IWILDS 2022) Co-Located with 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), 3411, 9, 2022
https://ceur-ws.org/Vol-3411/IWILDS-paper3.pdf -
S. Giancola, [...], J. Theiner, et al.:
SoccerNet 2022 Challenges Results
In: MMSports@MM 2022: Proceedings of the 5th International {ACM} Workshop on Multimedia Content Analysis in Sports, 2022
https://doi.org/10.1145/3552437.3558545 -
C. Otto, M. Stamatakis, A. Hoppe, R. Ewerth:
Predicting Knowledge Gain for MOOC Video Consumption
In: Proceedings of the 23rd International Conference on Artificial Intelligence in Education (AIED) 2022, accepted for publication -
G. S. Cheema, S. Hakimov, A. Sittar, E. Müller-Budack, C. Otto, R. Ewerth:
MM-Claims: A Dataset for Multimodal Claim Detection in Social Media
In: Proceedings of the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) 2022, accepted for publication
Preprint: https://arxiv.org/abs/2205.01989 -
A. Brack, A. Hoppe, P. Buschermöhle, R. Ewerth:
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers,
In: Joint Conference on Digital Libraries (JCDL), 2022
Best Student Paper Award
https://dl.acm.org/doi/abs/10.1145/3529372.3530922 -
S. Hakimov, G. S. Cheema, R. Ewerth:
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes
In: SemEval 2022 Workshop, Co-located with NAACL-HLT 2022, accepted for publication
Preprint: https://arxiv.org/abs/2204.06299 -
M. Huff, A. Hoppe, G. Bruns, R. Ewerth, M. Merkt:
Pushing the button: Why do learners pause online videos?
In: Computers and Education, Vol. 176, Elsevier, 2022
https://doi.org/10.1016/j.compedu.2021.104355 -
C. Otto, M. Rokicki, G. Pardi, W. Gritz, D. Hienert, R. Yu, J. von Hoyer, A. Hoppe, S. Dietze, P. Holtz, Y. Kammerer, R. Ewerth:
SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search
In: Proceedings of 7th ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) 2022
https://doi.org/10.1145/3498366.3505835 -
J. Theiner, E. Müller-Budack, R. Ewerth:
Interpretable Semantic Photo Geolocalization
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022
https://ieeexplore.ieee.org/document/9706749 -
J. Theiner, W. Gritz, E. Müller-Budack, R. Rein, D. Memmert, R. Ewerth
Extraction of Positional Player Data from Broadcast Soccer Videos
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022
https://ieeexplore.ieee.org/document/9707039
Publications 2021
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S. Hakimov and R. Ewerth:
Combining Textual Features for the Detection of Hateful and Offensive Language
In: HASOC 2021 - Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages, co-located with Forum for Information Retrieval Evaluation (FIRE)
http://ceur-ws.org/Vol-3159/T1-40.pdf -
A. Brack, A. Hoppe, R. Ewerth:
Citation Recommendation for Research Papers via Knowledge Graphs
In: International Conference on Theory and Practice of Digital Libraries (TPDL), Virtual Event, 2021, 165-174
https://doi.org/10.1007/978-3-030-86324-1_20 -
S. Gottschalk, E. Kacupaj, S. Abdollahi, D. Alves, G. Amaral, E. Koutsiana, T. Kuculo, D. Major, C. Mello, G. S. Cheema, A. Sittar, Swati, G. Tahmasebzadeh, G. Thakkar:
OEKG: The Open Event Knowledge Graph
In: 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with The Web Conference 2021
http://ceur-ws.org/Vol-2829/paper5.pdf -
M. Springstein, S. Schneider, J. Rahnama, E. Hüllermeier, H. Kohle, R. Ewerth:
iART: A Search Engine for Art-Historical Images to Support Research in the Humanities
In: Proceedings of ACM Int'l Conference on Multimedia (ACMMM) 2021, 2801-2803.
arxiv.org/abs/2108.01542 - H. Biermann, J. Theiner, M. Bassek, D. Raabe, D. Memmert, R. Ewerth
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games
In: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports @ ACM Multimedia Conference, Chengdu, China, 2021, accepted for publication
Preprint: https://arxiv.org/abs/2108.11149 -
W. Gritz, A. Hoppe, R. Ewerth:
On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search - A Case Study
In: International Workshop on Investigating Learning During Web Search Co-Located with the International Conference on Information and Knowledge Management, IWILDS@CIKM 2021, Gold Coast, Queensland, Australia, November 1-5, 2021
http://ceur-ws.org/Vol-3052/paper6.pdf -
E. Navarrete, A. Hoppe, R. Ewerth:
A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies
In: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021), Gold Coast, Queensland, Australia, November 1-5, 2021
http://ceur-ws.org/Vol-3052/paper7.pdf -
E. Müller-Budack, K. Pustu-Iren, S. Diering, M. Springstein, R. Ewerth:
Image Analytics in Web Archives
In: The Past Web, 2021, 141-151 -
A. Brack, A. Hoppe, M. Stocker, S. Auer, R. Ewerth:
Analysing the Requirements for an Open Research Knowledge Graph: Use Cases, Quality Requirements and Construction Strategies
In: Proceedings of International Journal on Digital Libraries (IJDL), Special Issue (Best papers from TPDL 2019 and TPDL 2020), 2021
https://arxiv.org/abs/2102.06021 -
K. Pustu-Iren, E. Müller-Budack, S. Hakimov, R. Ewerth:
Visualizing Copyright-protected Video Archive Content Through Similarity Search
In: Proceedings of International Conference on Theory and Practice of Digital Libraries (TPDL), 2021, 123-127. (demo paper) -
K. Pustu-Iren, G. Bruns, R. Ewerth:
A Multimodal Approach for Semantic Patent Image Retrieval
In: Proceedings of Workshop on Patent Text Mining and Semantic Technologies, co-located with International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021, 45-49
http://ceur-ws.org/Vol-2909/paper6.pdf -
J. Lienen, E. Hüllermeier, R. Ewerth, N. Nommensen:
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model
In: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 14595-14604
https://openaccess.thecvf.com/content/CVPR2021/papers/Lienen_Monocular_Depth_Estimation_via_Listwise_Ranking_Using_the_Plackett-Luce_Model_CVPR_2021_paper.pdf -
C. Otto, R. Yu, G. Pardi, J. von Hoyer, M. Rokicki, A. Hoppe, P. Holtz, Y. Kammerer, S. Dietze, R. Ewerth:
Predicting Knowledge Gain during Web Search based on Multimedia Resource Consumption
In: Proceedings of International Conference on Artificial Intelligence in Education (AIED), Utrecht, Netherlands, 2021, 318-330
https://doi.org/10.1145/3498366.3505835 -
A. Hoppe, D. Morris, R. Ewerth:
Evaluation of Automated Image Descriptions for Visually Impaired Students
In: Proceedings of International Conference on Artificial Intelligence in Education (AIED), Utrecht, Netherlands, 2021, 196-201
https://arxiv.org/pdf/2106.15553.pdf -
G. Tahmasebzadeh, E. Kacupaj, E. Müller-Budack, S. Hakimov, J. Lehmann, R. Ewerth:
GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval
In: Proceedings of 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021, 2565-2569
https://arxiv.org/pdf/2104.14994.pdf -
M. Springstein, E. Müller-Budack, R. Ewerth:
QuTI! Quantifying Text-Image Consistency in Multimodal Documents
In: Proceedings of 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021, 2575-2579
https://arxiv.org/pdf/2104.13748.pdf -
A. Brack, D. Müller, A. Hoppe, R. Ewerth:
Coreference Resolution in Research Papers from Multiple Domains
In: Proceedings of European Conference on Information Retrieval (ECIR), Part 1, 2021, 79-97.
https://doi.org/10.1007/978-3-030-72113-8_6 -
E. Müller-Budack, M. Springstein, K. Mrutzek, S. Hakimov, R. Ewerth:
Ontology-driven Event Classification in Images
In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021, 2928-2938
https://openaccess.thecvf.com/content/WACV2021/html/Muller-Budack_Ontology-Driven_Event_Type_Classification_in_Images_WACV_2021_paper.html -
G. S. Cheema, S. Hakimov, R. Ewerth
Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features
In: Proceedings of the Eleventh International Conference of the CLEF Association (CLEF) 2020
http://ceur-ws.org/Vol-2696/paper_216.pdf -
G. S. Cheema, S. Hakimov, R. Ewerth
TIB's Visual Analytics Group at MediaEval'20: Detecting Fake News on Corona Virus and 5G Conspiracy
In: Proceedings of the MediaEval 2020 Workshop
http://ceur-ws.org/Vol-2882/paper56.pdf -
E. Müller-Budack, J. Theiner, S. Diering, M. Idahl, S. Hakimov, R. Ewerth:
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency
In: International Journal on Multimedia Information Retrieval, 2021, Vol. 10, Issue 2 (Top Papers from ICMR 2020)
https://doi.org/10.1007/s13735-021-00207-4 -
G. S. Cheema, S. Hakimov, E. Müller-Budack, R. Ewerth:
On the Role of Images for Analyzing Claims in Social Media
In: Proceedings of 2nd Int’l CLEOPATRA Workshop on Cross-lingual Event-centric Open Analytics, co-located with Web Conference (WebConf), 2021, 32-46
http://ceur-ws.org/Vol-2829/paper3.pdf
Publications 2020
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G. S. Cheema, S. Hakimov, R. Ewerth
Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features
In: Proceedings of the Eleventh International Conference of the CLEF Association (CLEF) 2020
http://ceur-ws.org/Vol-2696/paper_216.pdf -
G. S. Cheema, S. Hakimov, R. Ewerth
TIB's Visual Analytics Group at MediaEval'20: Detecting Fake News on Corona Virus and 5G Conspiracy
In: Proceedings of the MediaEval 2020 Workshop
http://ceur-ws.org/Vol-2882/paper56.pdf -
G. S. Cheema, S. Hakimov, E. Müller-Budack, R. Ewerth:
On the Role of Images for Analyzing Claims in Social Media
In: Proceedings of 2nd Int’l CLEOPATRA Workshop on Cross-lingual Event-centric Open Analytics, co-located with Web Conference (WebConf), 2021, 32-46
http://ceur-ws.org/Vol-2829/paper3.pdf -
E. Müller-Budack, J. Theiner, S. Diering, M. Idahl, R. Ewerth:
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency
In: ACM International Conference on Multimedia Retrieval (ICMR), Dublin, Ireland (online event), 2020, 16-25
Best Paper Award
https://dl.acm.org/doi/pdf/10.1145/3372278.3390670 -
J. Ghauri, S. Hakimov, R. Ewerth:
Classification of important segments in educational videos using multimodal features
In: Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management, CIKM, Galway, Ireland, October 19-23, 202
https://arxiv.org/pdf/2010.13626.pdf -
K. Pustu-Iren, J. Sittel , R. Mauer, O. Bulgakowa, R. Ewerth:
Automated Visual Content Analysis for Film Studies: Current Status and Challenges
In: Digital Humanities Quarterly (DHQ), Volume 14, Issue 4, 2020
Vorschau auf: http://www.digitalhumanities.org/dhq/vol/14/4/000518/000518.html -
S. Schneider, M. Springstein, J. Rahnama, E. Hüllermeier, R. Ewerth, H. Kohle:
The Dissimilar in the Similar. An Attribute-guided Approach to the Subject-specific Classification of Art-historical Objects
In: Workshop InfDH 2020: "Methoden und Anwendungen der Computational Humanities" @INFORMATIK 2020, Gesellschaft für Informatik eV, Karlsruhe, Germany (online event), 2020
https://dl.gi.de/handle/20.500.12116/34717 -
J. Armitage, E. Kacupaj, G. Tahmasebzadeh, Swati, M. Maleshkova, R. Ewerth, J. Lehmann:
MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities
In: Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), online event, 2020, 2967-2974
https://arxiv.org/abs/2008.06376 -
A. Brack, A. Hoppe, M. Stocker, S. Auer, R. Ewerth:
Requirements Analysis for an Open Research Knowledge Graph
In: International Conference on Theory and Practice of Digital Libraries (TPDL), Lyon, France (online event), 2020, 3-18
https://arxiv.org/pdf/2005.10334.pdf -
G. Tahmasebzadeh, S. Hakimov, E. Müller-Budack, R. Ewerth:
A Feature Analysis for Multimodal News Retrieval
In: 1st International Workshop on Cross-lingual Event-centric Open Analytics @the 17th Extended Semantic Web Conference (ESWC), Heraklion, Crete, Greece (online event), 2020, 43-56
Best Paper Award
http://ceur-ws.org/Vol-2611/paper4.pdf - C. Otto, M. Springstein, A. Anand, R. Ewerth:
Characterization and Classification of Semantic Image-Text Relations
In: International Journal on Multimedia Information Retrieval, Special Issue (Top papers of ACM ICMR 2019), Vol. 9, Issue 1, 2020, 31–45 -
M. Tavakoli, S. Hakimov, R. Ewerth, G. Kismihok:
A Recommender System For Open Educational Videos Based On Skill Requirements
In: International Conference on Advanced Learning Technologies (ICALT),Tartu, Estonia (online event), 2020.
Best Paper Candidate
https://arxiv.org/pdf/2005.10595.pdf -
J. D'Souza, A. Hoppe, A. Brack, M. Y. Jaradeh, S. Auer, R. Ewerth:
The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources
In: Language Resources and Evaluation Conference (LREC), Marseille, France (online event), 2020, 2192-2203
https://arxiv.org/pdf/2003.01006.pdf -
A. Brack, J. D’Souza, A. Hoppe, S. Auer, R. Ewerth:
Domain-independent Extraction of Scientific Concepts from Research Articles
In: European Conference on Information Retrieval (ECIR), Lisboa, Portugal (online event), 2020, 251-266
https://doi.org/10.1007/978-3-030-45439-5_17
https://youtu.be/eHJTkFUxJgg?t=24195 -
D. Morris, E. Müller-Budack, R. Ewerth:
SlideImages: A Dataset for Educational Image Classification
In: European Conference on Information Retrieval (ECIR), Lisboa, Portugal (online event), 2020, 289-296.
doi.org/10.1007/978-3-030-45442-5_36
https://arxiv.org/pdf/2001.06823.pdf
Publications 2019
- J. Shi, C. Otto, A. Hoppe, P. Holtz, R. Ewerth:
Investigating Correlations of Automatically Extracted Multimodal Features and Lecture Video Quality
In: Proceedings of the 1st International Workshop on Search as Learning with Multimedia Information @ACM Multimedia Conference, Nice, France, 2019, 11-19 - E. Müller-Budack, J. Theiner, R. Rein, R. Ewerth:
"Does 4-4-2 exist?" - An Analytics Approach to Understand and Classify Football Team Formations in Single Match Situations
In: Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports @ACM Multimedia Conference, Nice, France, 2019, 25-33 - D. Morris, P. Tang, R. Ewerth:
A Neural Approach for Text Extraction from Scholarly Figures
In: International Conference on Document Analysis and Recognition (ICDAR), Sydney, Australia, 2019, 1438-1443 - K. Pustu-Iren, M. Mühling, N. Korfhage, J. Bars, S. Bernhöft, A. Hörth, B. Freisleben, R. Ewerth:
Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data
In: International Conference on Theory and Practice of Digital Libraries (TPDL), Oslo, Norway, 2019, 107-114 - H. Zhou, C. Otto, R. Ewerth:
Visual Summarization of Scholarly Videos using Word Embeddings and Keyphrase Extraction
In: International Conference on Theory and Practice of Digital Libraries (TPDL), Oslo, Norway, 2019, 327-335https://link.springer.com/chapter/10.1007%2F978-3-030-30760-8_28
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C. Otto, M. Springstein, A. Anand, R. Ewerth:
Understanding, Categorizing and Predicting Semantic Image-Text Relations
In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), Ottawa, Canada, 2019, 168-176
Best Paper Award
https://dl.acm.org/citation.cfm?id=3325049 - C. Otto, S. Holzki, R. Ewerth:
''Is this an example image?'' – Predicting the Relative Abstractness Level of Image and Text
In: Proceedings of the 41st European Conference on Information Retrieval (ECIR), Cologne, Germany, 2019, 711-725
Publications 2018
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E. Müller-Budack, K. Pustu-Iren, R. Ewerth:
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification
In: Proceedings of European Conference on Computer Vision (ECCV), München, 2018, 575-592
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html -
E. Müller-Budack, K. Pustu-Iren, S. Diering, R. Ewerth:
Finding Person Relations in Image Data of News Collections in the Internet Archive
In: Proceedings of International Conference on Theory and Practice of Digital Libraries (TPDL), Porto, Portugal, 2018, 229-240
Honorable Mention Award
https://arxiv.org/abs/1806.08246 - J. Medrek, C. Otto, R. Ewerth:
Recommending Scientific Videos based on Metadata Enrichment using Linked Open Data
In: Proceedings of International Conference on Theory and Practice of Digital Libraries (TPDL), Porto, Portugal, 2018, 286-292 - A. Hoppe, J. Hagen, H. Holzmann, G. Kniesel, R. Ewerth:
Towards an Analytics Tool for Exploring Scientific Software and Related Publications
Proceedings of International Conference on Theory and Practice of Digital Libraries (TPDL), Porto, Portugal, 2018, 299-303 - M. Springstein, H. H. Nguyen, A. Hoppe, R. Ewerth:
TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server
In Proceedings of International Conference on Theory and Practice of Digital Libraries (TPDL), Porto, Portugal, 2018, 295-298 - A. Ceroni, M. Chang, R. Ewerth:
Mining Exoticism from Images via Fusion-based Networks
In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), Yokohama, Japan, ACM, 2018, 37-45
Best Paper Candidate
https://dl.acm.org/citation.cfm?doid=3206025.3206044 - A. Hoppe, P. Holtz, Y. Kammerer, R. Yu, S. Dietze, R. Ewerth:
Current Challenges for Studying Search as Learning Processes
Linked Learning Workshop – Learning and Education with Web Data (LILE), in conjunction with ACM Conference on Web Science, Amsterdam, 2018 - C. A. Henning, R. Ewerth:
Estimating the Information Gap between Textual and Visual Representations
In: Intenational Journal on Multimedia Information Retrieval (IJMIR), Springer, Invited paper (Top papers of ACM ICMR 2017), Volume 7, Issue 1, 2018, 43-56
https://link.springer.com/article/10.1007/s13735-017-0142-y
Publications 2017
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M. Mühling, N. Korfhage, E. Müller, C. Otto, M. Springstein, T. Langelage, U. Veith, R. Ewerth, B. Freisleben:
Deep learning for content-based video retrieval in film and television production.
In: Multimedia Tools and Applications, 2017, 1-26
https://link.springer.com/article/10.1007/s11042-017-4962-9 -
C. A. Henning, R. Ewerth:
Estimating the Information Gap between Textual and Visual Representations
In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), Bucharest, Romania, ACM, 2017, 14-22
Best Multimodal Paper Award
doi.org/10.1145/3078971.3078991 -
R. Ewerth, M. Springstein, E. Müller, A. Balz, J. Gehlhaar, T. Naziyok, K. Dembczyński, E. Hüllermeier:
Estimating Relative Depth in Single Images via Rankboost
In: Proceedings of IEEE 18th International Conference on Multimedia & Expo (ICME), Hongkong, IEEE Press, 2017, 919-924
https://doi.org/10.1109/ICME.2017.8019434 - E. Müller, M. Springstein, R. Ewerth:
"When was this picture taken?" – Image Date Estimation in the Wild
In: Proceedings of 39th European Conference on Information Retrieval (ECIR), Aberdeen, UK, 2017, 619-625
https://link.springer.com/chapter/10.1007/978-3-319-56608-5_57 - R. Ewerth, M. Springstein, L.A. Phan-Vogtmann, J. Schütze:
"Are Machines Better in Image Tagging?" – A User Study Adds to the Puzzle
In: Proceedings of 39th European Conference on Information Retrieval (ECIR), Aberdeen, UK, 2017, 186-198
https://link.springer.com/chapter/10.1007/978-3-319-56608-5_15 -
M. Springstein, R. Ewerth: On the Effects of Spam Filtering and Incremental Learning for Web-supervised Visual Concept Classification In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), New York, ACM, 2016, 377-380
http://dl.acm.org/citation.cfm?id=2912072
Publications 2016
- E. Müller, C. Otto, R. Ewerth:
Semi-supervised Identification of Rarely Appearing Persons in Video
In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), New York, ACM, 2016, 381-384
http://dl.acm.org/citation.cfm?id=2912073 - M. Mühling, M. Meister, N. Korfhage, J. Wehling, A. Hörth, R. Ewerth, B. Freisleben:
Content-Based Video Retrieval in Historical Collections of the German Broadcasting Archive
In: Theory and Practice of Digital Libraries, TPDL, Hannover, 2016, 67-78
Publications 2015
- M. Mühling, R. Ewerth, B. Freisleben:
Improving Cross-Domain Concept Detection via Object-based Features
In: Proceedings of 18th International Conference on Computer Analysis of Images and Patterns, Malta, Springer, 2015, 359-370 - R. Ewerth, A. Balz, J. Gehlhaar , K. Dembczyński, E. Hüllermeier:
Depth Estimation in Monocular Images: Quantitative versus Qualitative Approaches
In: Proceedings of 25th Workshop on Computational Intelligence, Dortmund, KIT Scientific Publishing, 2015, 235-239
Publications 2012
- R. Ewerth, K. Ballafkir, D. Seiler, M. Mühling, B. Freisleben:
Long-Term Web-Supervised Learning via Random Savannas for Concept Detection in Images
In: IEEE Transactions on Multimedia, Special Issue on “Learning Semantics from Web Ressources”, Volume 14 Issue 4, Part 1, 2012, 1008-1020 - R. Ewerth, M. Mühling, B. Freisleben:
Robust Video Content Analysis via Transductive Learning
In: ACM Transactions on Intelligent Systems and Technology, Special Issue on Intelligent Multimedia Systems and Technology Part II, Volume 3, No. 3, Article No. 41, 2012, 1-26 - M. Mühling, R. Ewerth, J. Zhou, B. Freisleben:
Multimodal Video Concept Detection via Bag of Auditory Words and Multiple Kernel Learning
In: Proceedings of 18th International Conference on MultiMedia Modelling (MMM 2012), Klagenfurt, Austria, Lecture Notes on Computer Science, Volume 7131, Springer, 2012, 40-50 - P. Abend, T. Thielmann, R. Ewerth, D. Seiler, M. Mühling, J. Döring, M. Grauer, B. Freisleben:
Geobrowsing Behaviour in Google Earth – A Semantic Video Content Analysis of On-screen Navigation
In: Proceedings of 2012 Geoinformatik Forum, 2012, 2-13
Publications 2011
- M. Mühling, R. Ewerth, B. Shi, B. Freisleben:
Multi-class Object Detection via Hough Forests Using Local Histograms of Visual Words
In: Proceedings of 14th Int’l Conference on Computer Analysis of Images and Patterns (CAIP), Seville, Spain, Lecture Notes on Computer Science (LNCS), Volume 6854, Springer, 2011, 386-393 - M. Mühling, R. Ewerth, B. Shi, B. Freisleben:
On the Spatial Extents of SIFT Descriptors for Visual Concept Detection
In: Proceedings of 8th Int’l Conference on Computer Vision Systems (ICVS), Sophia Antipolis, Lecture Notes on Computer Science (LNCS), Volume 6962, Springer, 2011, 71-80 - D. Seiler, E. Juhnke, R. Ewerth, M. Grauer, B. Freisleben:
Efficient Data Transmission Between Multimedia Web Services via Aspect-Oriented Programming
In: Proceedings of ACM International Conference on Multimedia Systems (MMSys 2011), San Jose, USA, ACM Press, 2011, 93-104 - E. Juhnke, D. Seiler, R. Ewerth, M. Smith, B. Freisleben:
Request/Response Aspects for Web Services
In: Proceedings of 23rd International Conference on Advanced Information Systems Engineering (CAiSE) 2011, London, United Kingdom, Lecture Notes on Computer Science (LNCS), Volume 6741, Springer, 627-641 - P. Abend, T. Thielmann, R. Ewerth, D. Seiler, M. Mühling, J. Döring, M. Grauer, B. Freisleben:
Geobrowsing the Globe: A Geovisual Analysis of Google Earth Usage
In: Proceedings of Linking GeoVisualization with Spatial Analysis and Modeling (GeoViz) 2011, Hamburg, 1-3
Publications 2010
- T. Stadelmann, Y. Wang, M. Smith, R. Ewerth, B. Freisleben:
Rethinking Algorithm Design and Development in Speech Processing
In: Proceedings of 20th International Conference on Pattern Recognition, Istanbul, Turkey, 2010, 4476-4479 - R. Ewerth, J. P. Harries, B. Freisleben:
Mobile OCR on the iPhone for Different Types of Text Documents
In: Proceedings of 2nd International Workshop on Mobile Multimedia Processing (in conjunction with 20th International Conference on Pattern Recognition), Istanbul, Turkey, 2010, 1-8
Publications 2009
- R. Ewerth, B. Freisleben:
Performance Prediction for Unsupervised Video Indexing
In: Proceedings of 13th International Conference on Computer Analysis of Images and Patterns, Münster, 2009, 1036-1043 - R. Ewerth, B. Freisleben:
Unsupervised Detection of Gradual Shot Changes with Motion-Based False Alarm Removal
In: Proceedings of 8th International Conference on Advanced Concepts for Intelligent Vision Systems, Bordeaux, 2009, 253-264 - M. Mühling, R. Ewerth, B. Freisleben:
Improving Semantic Video Retrieval via Object-Based Features
In: Proceedings of 3rd IEEE International Conference on Semantic Computing, San Diego, USA, 2009, 109-115 - M. Schwalb, R. Ewerth, B. Freisleben:
Fast Motion Estimation on Graphics Hardware for H.264 Video Encoding
In: IEEE Transactions on Multimedia, Volume 11, No. 1, January 2009, 1-10 - S. Heinzl, D. Seiler, E. Juhnke, T. Stadelmann, R. Ewerth, M. Grauer, B. Freisleben:
A Scalable Service-Oriented Architecture for Multimedia Analysis, Synthesis, and Consumption
In: International Journal of Web and Grid Services, Inderscience Publishers, Vol. 5, Issue 3, 2009, 219-260
Publications 2008
- R. Ewerth:
Robust Video Content Analysis via Transductive Learning Methods
Dissertation. Philipps-Universität Marburg, Germany, 2008
Südwestdeutscher Verlag für Hochschulschriften, Stuttgart, ISBN: 978-3-8381-0120-0
Online: http://archiv.ub.uni-marburg.de/diss/z2008/0478/ - D. Seiler, S. Heinzl, E. Juhnke, R. Ewerth, M. Grauer, B. Freisleben:
Efficient Data Transmission in Service Workflows for Distributed Video Content Analysis
Best Paper Candidate. In: Proceedings of the 6th International Conference on Advances in Mobile Computing & Multimedia (MoMM2008), ACM and OCG Book Series, 2008, 7-14
Publications 2007
- R. Ewerth, M. Mühling, B. Freisleben:
Self-Supervised Learning of Face Appearances in TV Casts and Movies
Invited Paper (Best papers from IEEE International Symposium on Multimedia ‘06): International Journal on Semantic Computing, World Scientific, June 2007, 185-204 - R. Ewerth, B. Freisleben:
Adapting Appearance Models of Semantic Concepts for a Particular Video via Transductive Learning
In: Proceedings of 13th ACM International Workshop on Multimedia Information Retrieval, Augsburg, Germany, ACM Press, 2007, 187-196 - R. Ewerth, M. Schwalb, P. Tessmann, B. Freisleben:
Segmenting Moving Objects in the Presence of Camera Motion
In: Proceedings of 14th International Conference on Image Analysis and Processing Modena, Italy, IEEE Press, 2007, 819-824 - R. Ewerth, B. Freisleben:
Semi-Supervised Learning for Semantic Video Retrieval
In: Proceedings of ACM International Conference on Image and Video Retrieval (CIVR), Amsterdam, The Netherlands, ACM Press, 2007, 154-161 - R. Ewerth, M. Schwalb, B. Freisleben:
Using Depth Features to Retrieve Monocular Video Shots
In: Proceedings of ACM International Conference on Image and Video Retrieval (CIVR), Amsterdam, The Netherlands, ACM Press, 2007, 210-217 - M. Mühling, R. Ewerth, T. Stadelmann, B. Freisleben, R. Weber, K. Mathiak
Semantic Video Analysis for Psychological Research on Violence in Computer Games
In: Proceedings of ACM International Conference on Image and Video Retrieval (CIVR), Amsterdam, The Netherlands, ACM Press, 2007, 611-618
Publications 2006
- R. Ewerth, M. Mühling, B. Freisleben:
Self-Supervised Learning of Face Appearances in TV Casts and Movies
Best Paper Candidate.
In: Proceedings of the 6th IEEE International Symposium on Multimedia 2006, San Diego, USA, IEEE Press, 2006, 78-85 - R. Ewerth, B. Freisleben:
Self-Supervised Learning for Robust Video Indexing
In: IEEE 7th International Conference on Multimedia & Expo, Toronto, Canada, IEEE Press, 2006, 1749-1752 - M. Smith, B. Klose, R. Ewerth, T. Friese, M. Engel, B. Freisleben:
Runtime Integration of Reconfigurable Hardware in Service-Oriented Grids
In: Proceedings of the IEEE International Conference on Web Services (ICWS), Chicago, USA, IEEE Press, 2006, 945-948
Publications 2004
- R. Ewerth, T. Friese, M. Grube, B. Freisleben:
Grid Services for Distributed Video Cut Detection
In: Proceedings of the 6th IEEE Int. Symposium on Multimedia Software Engineering, Miami, USA, IEEE Press, 2004, 164-168 - J. Gllavata, R. Ewerth, B. Freisleben:
A Text Detection, Localization and Segmentation System for OCR in Images
In: Proceedings of the 6th IEEE Int. Symposium on Multimedia Software Engineering, Miami, USA, IEEE Press, 2004, 310-317 - J. Gllavata, R. Ewerth, B. Freisleben:
Tracking Text in MPEG Videos
In: Proceedings of 12th ACM Conference on Multimedia, New York City, USA, ACM Press, 2004, 240-243 - R. Ewerth, B. Freisleben:
Video Cut Detection without Thresholds
In: Proc. of 11th Workshop on Signals, Systems and Image Processing, Poznan, Poland, PTETiS, 2004, 227-230 - R. Ewerth, B. Freisleben:
Improving Cut Detection in MPEG Videos by GOP-Oriented Frame Difference Normalization
In: Proceedings of 17th International Conference on Pattern Recognition, Vol. 2, Cambridge, UK, IAPR, IEEE Press, 2004, 807-810 - J. Gllavata, R. Ewerth, B. Freisleben:
Text Detection in Images Based on Unsupervised Classification of High-Frequency Wavelet Coefficients
In: Proc.of 17th International Conf. on Pattern Recognition, Vol. 1, Cambridge, UK, IAPR, IEEE Press, 2004, 425-428 - R. Ewerth, M. Schwalb, P. Tessmann, B. Freisleben:
Estimation of Arbitrary Camera Motion in MPEG Videos
In: Proceedings of 17th International Conference on Pattern Recognition, Vol. 1, Cambridge, UK, IAPR, IEEE Press, 2004, 512-515 - J. Gllavata, R. Ewerth, T. Stefi, B. Freisleben:
Unsupervised Text Segmentation Using Color and Wavelet Features
In: Proceedings of the 3rd International Conference on Image and Video Retrieval, Dublin, Ireland, LNCS 3115, Springer-Verlag, 2004, 216-224
Publications 2003
- J. Gllavata, R. Ewerth, B. Freisleben:
Finding Text in Images via Local Thresholding
In: Proceedings of the IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2003), Darmstadt, Germany, IEEE Press, 2003, 539-542 - R. Ewerth, B. Freisleben:
Frame Difference Normalization: an Approach to Reduce Error Rates of Cut Detection Algorithms for MPEG Videos
In: Proceedings of the IEEE International Conference on Image Processing, Vol. II, Barcelona, Spain, IEEE Press, 2003, 1009-1012 - J. Gllavata, R. Ewerth, B. Freisleben:
A Robust Algorithm for Text Detection in Images
In: Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis, Rome, Italy, 2003, 611-616
National Conferences and Workshops (peer-reviewed)
- D. Seiler, R. Ewerth, S. Heinzl, T. Stadelmann, M. Mühling, B. Freisleben, M. Grauer:
Eine service-orientierte Grid-Infrastruktur zur Unterstützung medienwissenschaftlicher Filmanalyse
In: Proceedings of GeNeMe Workshop, Gemeinschaften in neuen Medien, Dresden, 2009
National Journals & Conferences (Abstract was peer-reviewed)
- M. Mühling, M. Meister, R. Ewerth, B. Freisleben:
Automatische Videoanalyse zur Erschließung von historischem TV-Material
In: info7 MEDIEN | ARCHIVE | INFORMATION, Jahrgang 30, Heft 2, 2015, Münster, 23-26 - R. Ewerth, B. Freisleben:
Cloud-basierte Softwaredienste zur Suche in Bild- und Videoarchiven
In: FKT, Fachzeitschrift für Film, Fernsehen und Kino, Germany, 11/2014, 569-574
TRECVID Evaluations (Int’l Workshop, presuming a system submission)
- M. Mühling, K. Ballafkir, R. Ewerth, B. Freisleben:
University of Marburg at TRECVID 2011: Semantic Indexing Task
In: Online Proceedings of TREC Video Retrieval Evaluation Workshop 2011 - M. Mühling, R. Ewerth, B. Freisleben:
University of Marburg at TRECVID 2010: Semantic Indexing
In: Online Proceedings of TREC Video Retrieval Evaluation Workshop 2010 - M. Mühling, R. Ewerth, T. Stadelmann, B. Shi, B. Freisleben:
University of Marburg at TRECVID 2009: High-Level Feature Extraction
In: Online Proceedings of TREC Video Retrieval Evaluation Workshop 2009 - M. Mühling, R. Ewerth, T. Stadelmann, B. Shi, B. Freisleben:
University of Marburg at TRECVID 2008: High-Level Feature Extraction
In: Online Proceedings of TREC Video Retrieval Evaluation Workshop 2008 - M. Mühling, R. Ewerth, T. Stadelmann, B. Shi, C. Zoefel, B. Freisleben:
University of Marburg at TRECVID 2007: Shot Boundary Detection and High-Level Feature Extraction
In: Online Proceedings of TREC Video Retrieval Evaluation Workshop 2007 - R. Ewerth, M. Mühling, T. Stadelmann, E. Qeli, B. Agel, D. Seiler, B. Freisleben:
University of Marburg at TRECVID 2006: Shot Boundary Detection and Rushes Task Results
In: Online TREC Video Retrieval Evaluation Proceedings, 2006:l - R. Ewerth, C. Beringer, T. Kopp, M. Niebergall, T. Stadelmann, B. Freisleben:
University of Marburg at TRECVID 2005: Shot Boundary Detection and Camera Motion Estimation Results
In: TREC Video Retrieval Evaluation Online Proceedings, 2005
International and National Journals, Book Chapters, Conferences and Workshops (without peer-review)
- R. Ewerth, B. Freisleben:
Automatic Classification of State Heads and Common People?
In: Ludes, P. & Herzog, O. (ed.): Algorithms of Power – Key Invisibles, LIT Verlag, Münster, Germany, 2011, 93-114 - R. Ewerth, M. Mühling, T. Stadelmann, D. Seiler, B. Freisleben:
Multimedia Computing
In: Research Report, High-Performance Computing in Hessen 2009, Darmstadt, 140-143 - R. Ewerth, M. Mühling, T. Stadelmann, J. Gllavata, M. Grauer, B. Freisleben:
Videana: A Software Tool for Scientific Film Studies
In: Proceedings of International Workshop on Digital Tools in Film Studies, Siegen, Transcript Verlag, Bielefeld, Germany, 2009, 101-116 - R. Ewerth, B. Freisleben:
Verfahren zur automatischen Annotation und Erschließung von Videomaterial
In: „Benutzerfreundlich – rationell – standardisiert. Aktuelle Anforderungen an archivische Erschließung und Findemittel“, Hrsg. Frank M. Bischoff, Tagungsband des 11. Archivwissenschaftlichen Kolloquiums 2006, Archivschule Marburg, 2007, 259-280 - R. Ewerth, B. Freisleben:
Computerunterstützte Filmanalyse mit Videana
In: Augen-Blick: Hefte zur Medienwissenschaft, Heft 39, Schüren-Verlag, 2007, 54-66 - R. Ewerth, B. Freisleben:
Gesichtsdetektion und -erkennung in Bildern für die medienwissenschaftliche Analyse
In: „Gesichtsdetektionen in den Medien des 20. Jahrhunderts“, W. Beilenhoff, W. Hülk, K. Kreimeier, und M. Erstic (eds.), Universi Verlag, 2006, 156-172 - R. Ewerth, J. Gllavata, M. Gollnick, F. Mansouri, E. Papalilo, R. Sennert, J. Wagner, B. Freisleben, M. Grauer:
Methoden und Werkzeuge zur rechnergestützten medienwissenschaftlichen Analyse
In: Siegener Periodicum zur Internationalen Empirischen Literaturwissenschaft, 20, H. 2, 2003, 306-320 -
J. Ghauri, S. Hakimov, R. Ewerth:
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
In: Proceedings of IEEE 22nd International Conference on Multimedia & Expo (ICME), 2021.
https://arxiv.org/pdf/2104.11530.pdf -
H. Kanafani, J. Ghauri, S. Hakimov, R. Ewerth:
Unsupervised Video Summarization via Multi-source Features
In: Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), Taipei, Taiwan, 2021.
https://arxiv.org/pdf/2105.12532.pdf -
M. Springstein, E. Müller-Budack, R. Ewerth:
Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention
In: Proceedings of Workshop on Multi-Modal Pre-Training for Multimedia Understanding, co-located with ACM International Conference on Multimedia Retrieval (ICMR), Taipei, Taiwan, 2021.
https://arxiv.org/pdf/2106.09432.pdf -
G. S. Cheema, S. Hakimov, E. Müller-Budack, R. Ewerth:
A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods
In: Proceedings of Workshop on Multi-Modal Pre-Training for Multimedia Understanding, co-located with ACM International Conference on Multimedia Retrieval (ICMR), Taipei, Taiwan, 2021.
https://arxiv.org/pdf/2106.08829.pdf
