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Image compression based on periodic principal components. / Hernandez, Wilmar ; Mendez, Alfredo ; Quezada-Sarmiento, Pablo Alejandro et al.
IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., 2019. p. 5634-5641 8926747 (IECON Proceedings (Industrial Electronics Conference); Vol. 2019-October).
Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Harvard
Hernandez, W, Mendez, A, Quezada-Sarmiento, PA, Jumbo-Flores, LA
, Mercorelli, P, Tyrsa, V, Acosta-Vargas, P, Camejo, IM, Muñoz Cagua, JR & Cevallos Cevallos, WB 2019,
Image compression based on periodic principal components. in
IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society., 8926747, IECON Proceedings (Industrial Electronics Conference), vol. 2019-October, IEEE - Institute of Electrical and Electronics Engineers Inc., Piscataway, pp. 5634-5641, 45th Annual Conference of the Institute of Electrical and Electronics Engineers' Industrial Electronics Society - 2019, Lisbon, Portugal,
14.10.19.
https://doi.org/10.1109/IECON.2019.8926747APA
Hernandez, W., Mendez, A., Quezada-Sarmiento, P. A., Jumbo-Flores, L. A.
, Mercorelli, P., Tyrsa, V., Acosta-Vargas, P., Camejo, I. M., Muñoz Cagua, J. R., & Cevallos Cevallos, W. B. (2019).
Image compression based on periodic principal components. In
IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society (pp. 5634-5641). Article 8926747 (IECON Proceedings (Industrial Electronics Conference); Vol. 2019-October). IEEE - Institute of Electrical and Electronics Engineers Inc..
https://doi.org/10.1109/IECON.2019.8926747Vancouver
Hernandez W, Mendez A, Quezada-Sarmiento PA, Jumbo-Flores LA
, Mercorelli P, Tyrsa V et al.
Image compression based on periodic principal components. In IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc. 2019. p. 5634-5641. 8926747. (IECON Proceedings (Industrial Electronics Conference)). doi: 10.1109/IECON.2019.8926747
Bibtex
@inbook{9e43311ea0cb40e4a2a3c9f5c066aac3,
title = "Image compression based on periodic principal components",
abstract = "In the present paper, the almost periodicity of the first principal components is studied, with the aim of being able to use less information in order to obtain acceptable reconstructions of compressed images. The results of this study show that by working with the periodic principal components of images under analysis, it is possible to obtain an additional reduction to that obtained by using the original principal components. Specifically, it is shown that if the principal components that are considered periodic are replaced by their period plus a trend, it can be said that the reconstruction achieved using these periodic principal components is very close to the reconstruction achieved using the original principal components.",
keywords = "Engineering",
author = "Wilmar Hernandez and Alfredo Mendez and Quezada-Sarmiento, {Pablo Alejandro} and Jumbo-Flores, {Luis Alberto} and Paolo Mercorelli and Vera Tyrsa and Patricia Acosta-Vargas and Camejo, {Ivan Menes} and {Mu{\~n}oz Cagua}, {Jose Rigoberto} and {Cevallos Cevallos}, {Willam Bladimir}",
note = "Funding Information: This research has been supported by CEDIA-Ecuador (under the research project CEPRA XII-2018-13), Universidad de Las Americas, Quito, Ecuador (under the research project ERa.ERI.WHP.18.01), and Universidad Politecnica de Madrid, Spain. Publisher Copyright: {\textcopyright} 2019 IEEE.; 45th Annual Conference of the Institute of Electrical and Electronics Engineers' Industrial Electronics Society - 2019, IECON'2019 ; Conference date: 14-10-2019 Through 17-10-2019",
year = "2019",
month = oct,
day = "1",
doi = "10.1109/IECON.2019.8926747",
language = "English",
isbn = "978-1-7281-4879-3",
series = "IECON Proceedings (Industrial Electronics Conference)",
publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",
pages = "5634--5641",
booktitle = "IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society",
address = "United States",
url = "https://iecon2019.org/",
}
RIS
TY - CHAP
T1 - Image compression based on periodic principal components
AU - Hernandez, Wilmar
AU - Mendez, Alfredo
AU - Quezada-Sarmiento, Pablo Alejandro
AU - Jumbo-Flores, Luis Alberto
AU - Mercorelli, Paolo
AU - Tyrsa, Vera
AU - Acosta-Vargas, Patricia
AU - Camejo, Ivan Menes
AU - Muñoz Cagua, Jose Rigoberto
AU - Cevallos Cevallos, Willam Bladimir
N1 - Conference code: 45
PY - 2019/10/1
Y1 - 2019/10/1
N2 - In the present paper, the almost periodicity of the first principal components is studied, with the aim of being able to use less information in order to obtain acceptable reconstructions of compressed images. The results of this study show that by working with the periodic principal components of images under analysis, it is possible to obtain an additional reduction to that obtained by using the original principal components. Specifically, it is shown that if the principal components that are considered periodic are replaced by their period plus a trend, it can be said that the reconstruction achieved using these periodic principal components is very close to the reconstruction achieved using the original principal components.
AB - In the present paper, the almost periodicity of the first principal components is studied, with the aim of being able to use less information in order to obtain acceptable reconstructions of compressed images. The results of this study show that by working with the periodic principal components of images under analysis, it is possible to obtain an additional reduction to that obtained by using the original principal components. Specifically, it is shown that if the principal components that are considered periodic are replaced by their period plus a trend, it can be said that the reconstruction achieved using these periodic principal components is very close to the reconstruction achieved using the original principal components.
KW - Engineering
UR - http://www.scopus.com/inward/record.url?scp=85084109140&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/e3cbaaea-3c34-3042-9695-70aabf344ee7/
U2 - 10.1109/IECON.2019.8926747
DO - 10.1109/IECON.2019.8926747
M3 - Article in conference proceedings
SN - 978-1-7281-4879-3
T3 - IECON Proceedings (Industrial Electronics Conference)
SP - 5634
EP - 5641
BT - IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society
PB - IEEE - Institute of Electrical and Electronics Engineers Inc.
CY - Piscataway
T2 - 45th Annual Conference of the Institute of Electrical and Electronics Engineers' Industrial Electronics Society - 2019
Y2 - 14 October 2019 through 17 October 2019
ER -
