Interactive video retrieval in the age of deep learning

Jakub Lokoč, Klaus Schöffmann, Werner Bailer, Luca Rossetto, Cathal Gurrin
In Proceedings
Appears in
Proceedings of the International Conference on Multimedia Retrieval (ICMR)
Ottawa, ON, Canada

We present a tutorial focusing on video retrieval tasks, where state-of-the-art deep learning approaches still benefit from interactive decisions of users. The tutorial covers general introduction to the interactive video retrieval research area, state-of-the-art video retrieval systems, evaluation campaigns and recently observed results. Moreover, a significant part of the tutorial is dedicated to a practical exercise with three selected state-of-the-art systems in the form of an interactive video retrieval competition. Participants of this tutorial will gain a practical experience and also a general insight of the interactive video retrieval topic, which is a good start to focus their research on unsolved challenges in this area.

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