24 citations · 43 across the 4 of their papers we have counts for
7 papers
Semi-supervised Human Pose Estimation in Art-historical Images
Matthias Springstein, Stefanie Schneider, Christian Althaus +1
Gesture as language of non-verbal communication has been theoretically established since the 17th century. However, its relevance for the visual arts has been expressed only sporad…
iART: A Search Engine for Art-Historical Images to Support Research in the Humanities
Matthias Springstein, Stefanie Schneider, Javad Rahnama +3
In this paper, we introduce iART: an open Web platform for art-historical research that facilitates the process of comparative vision. The system integrates various machine learnin…
Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention
Matthias Springstein, Eric Müller-Budack, Ralph Ewerth
The recognition of handwritten mathematical expressions in images and video frames is a difficult and unsolved problem yet. Deep convectional neural networks are basically a promis…
QuTI! Quantifying Text-Image Consistency in Multimodal Documents
Matthias Springstein, Eric Müller-Budack, Ralph Ewerth
The World Wide Web and social media platforms have become popular sources for news and information. Typically, multimodal information, e.g., image and text is used to convey inform…
Ontology-driven Event Type Classification in Images
Eric Müller-Budack, Matthias Springstein, Sherzod Hakimov +2
Event classification can add valuable information for semantic search and the increasingly important topic of fact validation in news. So far, only few approaches address image cla…
Understanding, Categorizing and Predicting Semantic Image-Text Relations
Christian Otto, Matthias Springstein, Avishek Anand +1
Two modalities are often used to convey information in a complementary and beneficial manner, e.g., in online news, videos, educational resources, or scientific publications. The a…
TIB-arXiv: An Alternative Search Portal for the arXiv Pre-print Server
Matthias Springstein, Huu Hung Nguyen, Anett Hoppe +1
arXiv is a popular pre-print server focusing on natural science disciplines (e.g. physics, computer science, quantitative biology). As a platform with focus on easy publishing serv…