Visual Coin-Tracking: Tracking of Planar Double-Sided Objects
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F19%3A00334836" target="_blank" >RIV/68407700:21230/19:00334836 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-33676-9_22" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-33676-9_22</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-33676-9_22" target="_blank" >10.1007/978-3-030-33676-9_22</a>
Alternative languages
Result language
angličtina
Original language name
Visual Coin-Tracking: Tracking of Planar Double-Sided Objects
Original language description
We introduce a new video analysis problem – tracking of rigid planar objects in sequences where both their sides are visible. Such coin-like objects often rotate fast with respect to an arbitrary axis producing unique challenges, such as fast incident light and aspect ratio change and rotational motion blur. Despite being common, neither tracking sequences containing coin-like objects nor suitable algorithm have been published. As a second contribution, we present a novel coin-tracking benchmark containing 17 video sequences annotated with object segmentation masks. Experiments show that the sequences differ significantly from the ones encountered in standard tracking datasets. We propose a baseline coin-tracking method based on convolutional neural network segmentation and explicit pose modeling. Its performance confirms that coin-tracking is an open and challenging problem.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/TH03010191" target="_blank" >TH03010191: Development of a cybernetic assistant for small arms for the increased probability and safety of hitting a target.</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
DAGM GCPR 2019
ISBN
978-3-030-33675-2
ISSN
0302-9743
e-ISSN
0302-9743
Number of pages
14
Pages from-to
317-330
Publisher name
Springer
Place of publication
Cham
Event location
Dortmund
Event date
Sep 10, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—