Interactive video retrieval in the age of deep learning

Authors
Jakub Lokoč, Klaus Schöffmann, Werner Bailer, Luca Rossetto, Cathal Gurrin
Type
In Proceedings
Date
2019/6
Appears in
Proceedings of the International Conference on Multimedia Retrieval (ICMR)
Location
Ottawa, ON, Canada
Abstract

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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