selected publications

• academic article

  • Characterization and classification of semantic image-text relations.  International Journal of Multimedia Information Retrieval.  31-45. 2020
  • Deep learning for content-based video retrieval in film and television production.  Multimedia Tools and Applications.  76:22169-22194. 2017
  • Privacy Issues in Mobile Health Applications - Assessment of Current Android Health Apps.  Electronic Imaging.  2017:76-83. 2017

• chapter

  • Analyzing Results of Depth Estimation Models with Monocular Criteria.  2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 3739-3743. 2023
  • Semi-supervised Human Pose Estimation in Art-historical Images.  MM '22: Proceedings of the 30th ACM International Conference on Multimedia. ACM. 1107-1116. 2022
  • 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
  • iART: A Search Engine for Art-Historical Images to Support Research in the Humanities.  MMSports'21: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports. 2801-2803. 2021
  • Understanding, Categorizing and Predicting Semantic Image-Text Relations.  ICMR '19: Proceedings of the 2019 on International Conference on Multimedia Retrieval. 168-176. 2019
  • TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server.  Digital Libraries for Open Knowledge. 295-298. 2018

• conference paper

  • 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
  • iART - Eine Suchmaschine zur Unterstützung von bildorientierten Forschungsprozessen.  DHd2022: Kulturen des digitalen Gedächtnisses. Konferenzabstracts. 2022
  • Estimating Relative Depth in Single Images via Rankboost.  2017 IEEE International Conference on Multimedia and Expo (ICME). 919-924. 2017
  • “Are Machines Better Than Humans in Image Tagging?” - A User Study Adds to the Puzzle.  Advances in Information Retrieval : 39th European Conference on IR Research, ECIR 2017, Aberdeen, UK, April 8-13, 2017, Proceedings. 186-198. 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
  • On the Effects of Spam Filtering and Incremental Learning for Web-Supervised Visual Concept Classification.  ICMR '16 Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval. 377-380. 2016