Software for visual insect tracking based on F-transform pattern matching

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F18%3AA1901V0Q" target="_blank" >RIV/61988987:17610/18:A1901V0Q - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/DSMP.2018.8478585" target="_blank" >http://dx.doi.org/10.1109/DSMP.2018.8478585</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/DSMP.2018.8478585" target="_blank" >10.1109/DSMP.2018.8478585</a>

Result language
angličtina
Original language name
Software for visual insect tracking based on F-transform pattern matching
Original language description
We introduce a problem of tracking small animals, especially insects. To solve this problem, we focus on visual tracking in recorded movies, propose our pattern tracking mechanism based on F-transform, and implement a user-friendly software to handle the movies. The tracking core is compared with five state-of-the-art tracking algorithms: KCF, MIL, TLD, Boosting and MedianFlow from processing time and algorithm failure rate point of views. Based on the results computed from 1000 movie frames, we observed that the proposed F-transform tracking core is the fastest and the most reliable method.
Czech name
—
Czech description
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Project
<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP)
ISBN
978-1-5386-8175-6
ISSN
—
e-ISSN
—
Number of pages
6
Pages from-to
528-533
Publisher name
IEEE
Place of publication
New Jersey
Event location
Lviv
Event date
Aug 21, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000448930300099

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