Image compression based on periodic principal components

Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

Standard

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/worksArticle in conference proceedingsResearchpeer-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.2019.8926747

APA

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.2019.8926747

Vancouver

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 -