A4 Artikkeli konferenssijulkaisussa
Video based Swimming Analysis for Fast Feedback




Julkaisun tekijät: Paavo Nevalainen, Antti Kauhanen, Csaba Raduly-Baka, Mikko-Jussi Laakso, Jukka Heikkonen
Julkaisuvuosi: 2016
Kirjan nimi *: Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2016)
Volyymi: 1
ISBN: 978-989-758-173-1

Tiivistelmä

This paper proposes a digital camera based swimming analysis system for
athletic use with a low budget. The recreational usage is possible during the analysis phase, and no alterations of the pool environment are needed. The  system
is of minimum complexity, has a real-time feedback mode, uses only underwater cameras, is flexible and
can be installed in many types of public swimming pools.
Possibly inaccurate camera placement poses no problem. Both commercially available and tailor made software were utilized for
video signal collection and computational analysis and for providing
a fast visual feedback for swimmers to improve the athletic performance.
The small number of cameras with a narrow overlapping view makes the conventional stereo calibration inaccurate and a direct planar calibration method is proposed in this paper instead. The calibration method is presented and its accuracy is evaluated.
The quick feedback is a key issue in improving the athletic
performance. We have developed two indicators, which are easy
to visualize. The first one is the swimming speed measured from
the video signal by tracking a marker band at the waist of the swimmer,
another one is the rudimentary swimming cycle analysis focusing
to the regularity of the cycle.


Ladattava julkaisu

This is an electronic reprint of the original article.
This reprint may differ from the original in pagination and typographic detail. Please cite the original version.




Last updated on 2019-30-01 at 00:04