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A method of image classification by using multidimensional scaling
Citation
Hernández Perdomo, Wilmar, Méndez Alonso, Alfredo 
ORCID: https://orcid.org/0000-0002-9732-2131, Ballesteros Olmo, Francisco, González Posadas, Vicente ORCID: https://orcid.org/0000-0002-0873-1364, Jiménez Martín, José Luis ORCID: https://orcid.org/0000-0002-1857-5369, Tyrsa, Vera, Ivanov, Mykhailo, Ruiz Pico, Ángel Antonio, Camejo, Iván Menes and Quezada Sarmiento, Pablo Alejandro
(2019).
A method of image classification by using multidimensional scaling.
In: "2019 IEEE 28th InternationalSymposium on Industrial Electronics", 12 al 14 de junio de 2019, Vancouver, Canada. pp. 5419-5425.
Description
| Title: | A method of image classification by using multidimensional scaling |
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| Author/s: |
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| Item Type: | Presentation at Congress or Conference (Article) |
| Event Title: | 2019 IEEE 28th InternationalSymposium on Industrial Electronics |
| Event Dates: | 12 al 14 de junio de 2019 |
| Event Location: | Vancouver, Canada |
| Title of Book: | 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE) |
| Date: | 2019 |
| Subjects: | |
| Faculty: | E.T.S.I. y Sistemas de Telecomunicación (UPM) |
| Department: | Matemática Aplicada a las Tecnologías de la Información y las Comunicaciones |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
In this paper, a method for image classification based on multidimensional scaling (MDS) is presented. Once the image has been fragmented into smaller cells and the wavelet decomposition has also been performed, up to a certain level, statistics are obtained from the new cells with the aim of constructing vectors of characteristics of the original image. Then, these vectors are grouped in a matrix and the MDS of said matrix is performed. Finally, the principal coordinates of the MDS indicate the proximity between vectors and, therefore, between images.
More information
| Item ID: | 64507 |
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| DC Identifier: | https://oa.upm.es/64507/ |
| OAI Identifier: | oai:oa.upm.es:64507 |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 12 Feb 2021 11:49 |
| Last Modified: | 12 Feb 2021 11:49 |
