Sensibility analysis of the Trace Transform on land coverage images

Ricardo Roman Brenes; Francisco Torres-Rojas; Alvaro De La Ossa

doi:10.1109/IWOBI.2015.7160149

Sensibility analysis of the Trace Transform on land coverage images

Ricardo Roman Brenes, Francisco Torres-Rojas, Alvaro De La Ossa

Costa Rica Institute of Technology

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

Resumen

Aerial or satellital images may be used to produce terrain coverage maps, which in time are a very useful and important tool for decision-making in several fields including biodiversity, telecommunications and natural disaster management. The Trace Transform method can be used to process these images. This method extracts features from the images by applying a series of functionals to produce a numeric representation that will be used for classification later on. This model depends on several factors in order to have an efficient operation, among them, the frequency parameters of the traces, classifier type and land coverage. Experimentation on feature extraction time and precision rate revealed that the frequency parameters, specially Δυ, and the classifier type can affect both of them.

Idioma original	Inglés
Título de la publicación alojada	IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence
Subtítulo de la publicación alojada	Intelligent Systems for Biodiversity Conservation, Proceedings
Editores	Karmele Lopez de Ipina, Carlos Manuel Travieso-Gonzalez, Jesus B. Alonso-Hernandez
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	89-96
Número de páginas	8
ISBN (versión digital)	9781479961740
DOI	https://doi.org/10.1109/IWOBI.2015.7160149
Estado	Publicada - 15 jul 2015
Evento	4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015 - San Sebastian, Espana Duración: 9 jun 2015 → 12 jun 2015

Serie de la publicación

Nombre	IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings

Conferencia

Conferencia	4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015
País/Territorio	Espana
Ciudad	San Sebastian
Período	9/06/15 → 12/06/15

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Acceder al documento

10.1109/IWOBI.2015.7160149

Otros archivos y enlaces

Enlace a la publicación en Scopus

Citar esto

Brenes, R. R., Torres-Rojas, F., & De La Ossa, A. (2015). Sensibility analysis of the Trace Transform on land coverage images. En K. Lopez de Ipina, C. M. Travieso-Gonzalez, & J. B. Alonso-Hernandez (Eds.), IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings (pp. 89-96). Artículo 7160149 (IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWOBI.2015.7160149

Brenes, Ricardo Roman ; Torres-Rojas, Francisco ; De La Ossa, Alvaro. / Sensibility analysis of the Trace Transform on land coverage images. IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings. editor / Karmele Lopez de Ipina ; Carlos Manuel Travieso-Gonzalez ; Jesus B. Alonso-Hernandez. Institute of Electrical and Electronics Engineers Inc., 2015. pp. 89-96 (IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings).

@inproceedings{a94cfb5df29c47bb9452e3e059b4b376,

title = "Sensibility analysis of the Trace Transform on land coverage images",

abstract = "Aerial or satellital images may be used to produce terrain coverage maps, which in time are a very useful and important tool for decision-making in several fields including biodiversity, telecommunications and natural disaster management. The Trace Transform method can be used to process these images. This method extracts features from the images by applying a series of functionals to produce a numeric representation that will be used for classification later on. This model depends on several factors in order to have an efficient operation, among them, the frequency parameters of the traces, classifier type and land coverage. Experimentation on feature extraction time and precision rate revealed that the frequency parameters, specially Δυ, and the classifier type can affect both of them.",

author = "Brenes, {Ricardo Roman} and Francisco Torres-Rojas and {De La Ossa}, Alvaro",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015 ; Conference date: 09-06-2015 Through 12-06-2015",

year = "2015",

month = jul,

day = "15",

doi = "10.1109/IWOBI.2015.7160149",

language = "Ingl{\'e}s",

series = "IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "89--96",

editor = "{Lopez de Ipina}, Karmele and Travieso-Gonzalez, {Carlos Manuel} and Alonso-Hernandez, {Jesus B.}",

booktitle = "IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence",

}

Brenes, RR, Torres-Rojas, F & De La Ossa, A 2015, Sensibility analysis of the Trace Transform on land coverage images. En K Lopez de Ipina, CM Travieso-Gonzalez & JB Alonso-Hernandez (eds.), IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings., 7160149, IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 89-96, 4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015, San Sebastian, Espana, 9/06/15. https://doi.org/10.1109/IWOBI.2015.7160149

Sensibility analysis of the Trace Transform on land coverage images. / Brenes, Ricardo Roman; Torres-Rojas, Francisco; De La Ossa, Alvaro.
IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings. ed. / Karmele Lopez de Ipina; Carlos Manuel Travieso-Gonzalez; Jesus B. Alonso-Hernandez. Institute of Electrical and Electronics Engineers Inc., 2015. p. 89-96 7160149 (IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Sensibility analysis of the Trace Transform on land coverage images

AU - Brenes, Ricardo Roman

AU - Torres-Rojas, Francisco

AU - De La Ossa, Alvaro

PY - 2015/7/15

Y1 - 2015/7/15

N2 - Aerial or satellital images may be used to produce terrain coverage maps, which in time are a very useful and important tool for decision-making in several fields including biodiversity, telecommunications and natural disaster management. The Trace Transform method can be used to process these images. This method extracts features from the images by applying a series of functionals to produce a numeric representation that will be used for classification later on. This model depends on several factors in order to have an efficient operation, among them, the frequency parameters of the traces, classifier type and land coverage. Experimentation on feature extraction time and precision rate revealed that the frequency parameters, specially Δυ, and the classifier type can affect both of them.

AB - Aerial or satellital images may be used to produce terrain coverage maps, which in time are a very useful and important tool for decision-making in several fields including biodiversity, telecommunications and natural disaster management. The Trace Transform method can be used to process these images. This method extracts features from the images by applying a series of functionals to produce a numeric representation that will be used for classification later on. This model depends on several factors in order to have an efficient operation, among them, the frequency parameters of the traces, classifier type and land coverage. Experimentation on feature extraction time and precision rate revealed that the frequency parameters, specially Δυ, and the classifier type can affect both of them.

UR - http://www.scopus.com/inward/record.url?scp=84943180376&partnerID=8YFLogxK

U2 - 10.1109/IWOBI.2015.7160149

DO - 10.1109/IWOBI.2015.7160149

M3 - Contribución a la conferencia

AN - SCOPUS:84943180376

T3 - IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings

SP - 89

EP - 96

BT - IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence

A2 - Lopez de Ipina, Karmele

A2 - Travieso-Gonzalez, Carlos Manuel

A2 - Alonso-Hernandez, Jesus B.

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015

Y2 - 9 June 2015 through 12 June 2015

ER -

Brenes RR, Torres-Rojas F, De La Ossa A. Sensibility analysis of the Trace Transform on land coverage images. En Lopez de Ipina K, Travieso-Gonzalez CM, Alonso-Hernandez JB, editores, IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2015. p. 89-96. 7160149. (IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence: Intelligent Systems for Biodiversity Conservation, Proceedings). doi: 10.1109/IWOBI.2015.7160149

Sensibility analysis of the Trace Transform on land coverage images

Resumen

Serie de la publicación

Conferencia

ODS de las Naciones Unidas

Acceder al documento

Otros archivos y enlaces

Huella

Citar esto