Video Analysis

Video summarization deals with providing a summary for lengthy videos by taking into account the audio, text and visual frames to create concise, informative summaries. The research mainly deals with educational videos where the aim is to provide short summaries that cover most of the information presented in a video to boost easier and quick way for skimming seminar, research talks.

Relevant publications:

Ghauri, J.A., Hakimov, S. and Ewerth, R., (2021). Supervised Video Summarization via Multiple Feature Sets with Parallel Attention. In the Proceedings of IEEE International Conference on Multimedia and Expo (ICME) PDF Git repo

Kanafani, H., Ghauri, J.A., Hakimov, S. and Ewerth, R., (2021). Unsupervised Video Summarization via Multi-source Features. In the Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR) PDF Git repo

Pustu-Iren, K., Müller-Budack, E., Hakimov, S. and Ewerth, R., (2021). Visualizing Copyright-Protected Video Archive Content Through Similarity Search. In the Proceedings of the International Conference on Theory and Practice of Digital Libraries (TPDL 2021) PDF

Ghauri, J.A., Hakimov, S. and Ewerth, R., (2020). Classification of Important Segments in Educational Videos using Multimodal Features. In Proceedings of the CIKM 2020 Workshops PDF Git repo