Characterization of bone Tissue by microwaves using wavelets and KNN

In this work, the electrical signals obtained by application of microwaves in chemical and bone tissues are analyzed and classified using techniques of signal processing and pattern recognition. For this, Wavelet Transform is applied as a method to extract relevant features of signal and KNN is used...

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Principais autores: Barros, Jannayna Domingues, Oliveira Júnior, José Josemar de, Silva, Sandro Gonçalves da, Farias, Robson Fernandes de
Formato: article
Idioma:English
Publicado em: FapUNIFESP (SciELO)
Assuntos:
Statistical pattern recognition
Wavelet transform
Bone tissue
Microstrip antennas
Endereço do item:https://repositorio.ufrn.br/handle/123456789/30776
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spelling ri-123456789-307762020-12-06T08:06:28Z Characterization of bone Tissue by microwaves using wavelets and KNN Barros, Jannayna Domingues Oliveira Júnior, José Josemar de Silva, Sandro Gonçalves da Farias, Robson Fernandes de Statistical pattern recognition Wavelet transform Bone tissue Microstrip antennas In this work, the electrical signals obtained by application of microwaves in chemical and bone tissues are analyzed and classified using techniques of signal processing and pattern recognition. For this, Wavelet Transform is applied as a method to extract relevant features of signal and KNN is used as a classification technique. The results showed that microwave signals can be analyzed using Wavelet Transform, which can be used to reconstruct the signals with minimal error rate and KNN showed satisfactory results 2020-11-30T14:38:02Z 2020-11-30T14:38:02Z 2011-06 article BARROS, Jannayna Domingues; OLIVEIRA JÚNIOR, José Josemar de; SILVA, Sandro Gonçalves da; FARIAS, Robson Fernandes de. Characterization of bone Tissue by microwaves using wavelets and KNN. Journal of Microwaves, Optoelectronics And Electromagnetic Applications, [S.L.], v. 10, n. 1, p. 217-231, jun. 2011. Disponível em: https://www.scielo.br/scielo.php?script=sci_arttext&pid=S2179-10742011000100020&lng=en&tlng=en. Acesso em: 23 set. 2020. http://dx.doi.org/10.1590/s2179-10742011000100020. 2179-1074 https://repositorio.ufrn.br/handle/123456789/30776 10.1590/S2179-10742011000100020 en Attribution 3.0 Brazil http://creativecommons.org/licenses/by/3.0/br/ application/pdf FapUNIFESP (SciELO)
institution Repositório Institucional
collection RI - UFRN
language English
topic Statistical pattern recognition
Wavelet transform
Bone tissue
Microstrip antennas
spellingShingle Statistical pattern recognition
Wavelet transform
Bone tissue
Microstrip antennas
Barros, Jannayna Domingues
Oliveira Júnior, José Josemar de
Silva, Sandro Gonçalves da
Farias, Robson Fernandes de
Characterization of bone Tissue by microwaves using wavelets and KNN
description In this work, the electrical signals obtained by application of microwaves in chemical and bone tissues are analyzed and classified using techniques of signal processing and pattern recognition. For this, Wavelet Transform is applied as a method to extract relevant features of signal and KNN is used as a classification technique. The results showed that microwave signals can be analyzed using Wavelet Transform, which can be used to reconstruct the signals with minimal error rate and KNN showed satisfactory results
format article
author Barros, Jannayna Domingues
Oliveira Júnior, José Josemar de
Silva, Sandro Gonçalves da
Farias, Robson Fernandes de
author_facet Barros, Jannayna Domingues
Oliveira Júnior, José Josemar de
Silva, Sandro Gonçalves da
Farias, Robson Fernandes de
author_sort Barros, Jannayna Domingues
title Characterization of bone Tissue by microwaves using wavelets and KNN
title_short Characterization of bone Tissue by microwaves using wavelets and KNN
title_full Characterization of bone Tissue by microwaves using wavelets and KNN
title_fullStr Characterization of bone Tissue by microwaves using wavelets and KNN
title_full_unstemmed Characterization of bone Tissue by microwaves using wavelets and KNN
title_sort characterization of bone tissue by microwaves using wavelets and knn
publisher FapUNIFESP (SciELO)
publishDate 2020
url https://repositorio.ufrn.br/handle/123456789/30776
work_keys_str_mv AT barrosjannaynadomingues characterizationofbonetissuebymicrowavesusingwaveletsandknn
AT oliveirajuniorjosejosemarde characterizationofbonetissuebymicrowavesusingwaveletsandknn
AT silvasandrogoncalvesda characterizationofbonetissuebymicrowavesusingwaveletsandknn
AT fariasrobsonfernandesde characterizationofbonetissuebymicrowavesusingwaveletsandknn
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