Publication
CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing
| dc.contributor.author | Miragaia, Rolando | |
| dc.contributor.author | Jorge dos Reis, Gustavo Miguel | |
| dc.contributor.author | Fernandéz, Francisco | |
| dc.contributor.author | Inácio, Tiago | |
| dc.contributor.author | Grilo, Carlos | |
| dc.date.accessioned | 2025-10-21T16:07:44Z | |
| dc.date.available | 2025-10-21T16:07:44Z | |
| dc.date.issued | 2018 | |
| dc.description.abstract | This paper presents and describes CGP4Matlab, a powerful toolbox that allows to run Cartesian Genetic Programming within MATLAB. This toolbox is particularly suited for signal processing and image processing problems. The implementation of CGP4Matlab, which can be freely downloaded, is described. Some encouraging results on the problem of pitch estimation of musical piano notes achieved using this toolbox are also presented. Pitch estimation of audio signals is a very hard problem with still no generic and robust solution found. Due to the highly flexibility of CGP4Matlab, we managed to apply a new cartesian genetic programming based approach to the problem of pitch estimation. The obtained results are comparable with the state of the art algorithms. © Springer International Publishing AG, part of Springer Nature 2018. | eng |
| dc.description.sponsorship | The authors would like to thank Spanish Ministry of Economy, Industry and Competitiveness and European Regional Development Fund (FEDER) under projects TIN2014-56494-C4-4-P (Ephemec) and TIN2017-85727-C4-4-P (DeepBio); Junta de Extremadura FEDER, projects GR15068, GRU10029 IB16035 Regional Government of Extremadura, Consejería of Economy and Infrastructure, FEDER. | |
| dc.identifier.citation | Miragaia R., Reis G., Fernandéz F., Inácio T., Grilo C. CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing (2018) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10784 LNCS, pp. 455 - 471, Cited 8 times. DOI: 10.1007/978-3-319-77538-8_31 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044070993&doi=10.1007%2f978-3-319-77538-8_31&partnerID=40&md5=7e5aaa7331edbd1610a111eabefac2cb | |
| dc.identifier.doi | 10.1007/978-3-319-77538-8_31 | |
| dc.identifier.isbn | 9783319775371 | |
| dc.identifier.isbn | 9783319775388 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.issn | 1611-3349 | |
| dc.identifier.uri | http://hdl.handle.net/10400.8/14345 | |
| dc.language.iso | eng | |
| dc.peerreviewed | yes | |
| dc.publisher | Springer International Publishing | |
| dc.relation.hasversion | https://link.springer.com/chapter/10.1007/978-3-319-77538-8_31 | |
| dc.relation.ispartof | Lecture Notes in Computer Science | |
| dc.relation.ispartof | Applications of Evolutionary Computation | |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
| dc.subject | Cartesian genetic programming | |
| dc.subject | MATLAB toolbox | |
| dc.subject | Pitch estimation | |
| dc.title | CGP4Matlab - A Cartesian Genetic Programming MATLAB Toolbox for Audio and Image Processing | |
| dc.type | book part | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 471 | |
| oaire.citation.startPage | 455 | |
| oaire.citation.title | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
| oaire.version | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |
| person.familyName | Miragaia | |
| person.familyName | Jorge dos Reis | |
| person.familyName | Grilo | |
| person.givenName | Rolando | |
| person.givenName | Gustavo Miguel | |
| person.givenName | Carlos | |
| person.identifier.ciencia-id | C712-E02E-0ED2 | |
| person.identifier.ciencia-id | C41A-BC63-08E6 | |
| person.identifier.ciencia-id | 081D-025A-33BC | |
| person.identifier.orcid | 0000-0003-4213-9302 | |
| person.identifier.orcid | 0000-0002-5903-8754 | |
| person.identifier.orcid | 0000-0001-9727-905X | |
| person.identifier.rid | GLS-3615-2022 | |
| person.identifier.rid | M-9551-2013 | |
| person.identifier.scopus-author-id | 26422369700 | |
| person.identifier.scopus-author-id | 23466972200 | |
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| relation.isAuthorOfPublication.latestForDiscovery | c3934650-8cbe-40cd-bb29-31c57baa49e2 |