Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/53272
Título: | A three-staged approach to medicine box recognition |
Autor(es): | Ribeiro, Bruno Alves, Nelson Magalhães, Luís Gonzaga Mendes Guevara, Miguel |
Palavras-chave: | Computer vision Medical assistance Object recognition |
Data: | 29-Nov-2017 |
Editora: | Institute of Electrical and Electronics Engineers Inc. |
Resumo(s): | This paper proposes a novel take on the task of medicine box recognition using a three-staged approach. We present the algorithms that will be used for each stage: barcode recognition, text recognition and feature matching techniques. The final goal of the system is to use a camera mounted on a device using an Android system to correctly identify medicine boxes and then provide people with difficulties (elderly, visually impaired) with relevant information about it. We report a good success rate of 80% in identifying boxes using their barcodes (in still pictures) or by running an OCR to detect the drug name. The success rate is higher (100%) in the case of feature matching, but the developed method is slow in its present form. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/53272 |
ISBN: | 9781538620793 |
DOI: | 10.1109/EPCGI.2017.8124317 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
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Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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EPCGI17_paper_12.pdf Acesso restrito! | 5,21 MB | Adobe PDF | Ver/Abrir |