Care Label Recognition
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F19%3A00337611" target="_blank" >RIV/68407700:21230/19:00337611 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/ICDAR.2019.00158" target="_blank" >http://dx.doi.org/10.1109/ICDAR.2019.00158</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICDAR.2019.00158" target="_blank" >10.1109/ICDAR.2019.00158</a>
Alternative languages
Result language
angličtina
Original language name
Care Label Recognition
Original language description
The paper introduces the problem of care label recognition and presents a method addressing it. A care label,also called a care tag, is a small piece of cloth or paper attached to a garment providing instructions for its maintenance and information about e.g. the material and size. The information and instructions are written as symbols or plain text.Care label recognition is a challenging text and pictogram recognition problem – the often sewn text is small, looking as if printed using a non-standard font; the contrast of the text gradually fades, making OCR progressively more difficult. On the other hand, the information provided is typically redundant and thus it facilitates semi-supervised learning.The presented care label recognition method is based on the recently published End-to-End Method for Multi-Language Scene Text, E2E-MLT, Busta et al. 2018, exploiting specific constraints, e.g. a care label vocabulary with multi-language equivalences.Experiments conducted on a newly-created dataset of 63care label images show that even when exploiting problem-specific constraints, a state-of-the-art scene text detection and recognition method achieve precision and recall slightly above0.6, confirming the challenging nature of the problem.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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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/EF16_019%2F0000765" target="_blank" >EF16_019/0000765: Research Center for Informatics</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
ICDAR2019: Proceedings of the 15th IAPR International Conference on Document Analysis and Recognition
ISBN
978-1-7281-3015-6
ISSN
1520-5363
e-ISSN
2379-2140
Number of pages
8
Pages from-to
959-966
Publisher name
IEEE
Place of publication
Piscataway, NJ
Event location
Sydney
Event date
Sep 20, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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