Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval. (arXiv:2209.11518v2 [cs.CV] UPDATED)

Effective analysis of unusual domain specific video collections represents an
important practical problem, where state-of-the-art general purpose models
still face limitations. Hence, it is desirable to design benchmark datasets
that challenge novel powerful models for specific domains with additional
constraints. It is important to remember that domain specific data may be
noisier (e.g., endoscopic or underwater videos) and often require more
experienced users for effective search. In this paper, we focus on single-shot
videos taken from moving cameras in underwater …

analysis arxiv dataset marine retrieval video