54 citations · 230 across the 42 of their papers we have counts for
6 papers · 2 filters
Extraction of Positional Player Data from Broadcast Soccer Videos
Jonas Theiner, Wolfgang Gritz, Eric Müller-Budack +3
Computer-aided support and analysis are becoming increasingly important in the modern world of sports. The scouting of potential prospective players, performance as well as match a…
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games
Henrik Biermann, Jonas Theiner, Manuel Bassek +3
The automatic detection of events in complex sports games like soccer and handball using positional or video data is of large interest in research and industry. One requirement is…
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…
Unsupervised Video Summarization via Multi-source Features
Hussain Kanafani, Junaid Ahmed Ghauri, Sherzod Hakimov +1
Video summarization aims at generating a compact yet representative visual summary that conveys the essence of the original video. The advantage of unsupervised approaches is that…
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
Junaid Ahmed Ghauri, Sherzod Hakimov, Ralph Ewerth
The assignment of importance scores to particular frames or (short) segments in a video is crucial for summarization, but also a difficult task. Previous work utilizes only one sou…
Interpretable Semantic Photo Geolocation
Jonas Theiner, Eric Mueller-Budack, Ralph Ewerth
Planet-scale photo geolocalization is the complex task of estimating the location depicted in an image solely based on its visual content. Due to the success of convolutional neura…