We present a tutorial focusing on video retrieval tasks, where stateof-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.
Metadata
Item Type:
Conference or Workshop Item (Paper)
Event Type:
Conference
Refereed:
Yes
Uncontrolled Keywords:
evaluation campaigns; deep learning; interactive video retrieval
ICMR '19: Proceedings of the 2019 on International Conference on Multimedia Retrieval.
.
Association for Computing Machinery (ACM). ISBN 978-3-030-28577-7