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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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.

Original language	English
Title of host publication	IWOBI 2015 - 2015 International Work Conference on Bio-Inspired Intelligence
Subtitle of host publication	Intelligent Systems for Biodiversity Conservation, Proceedings
Editors	Karmele Lopez de Ipina, Carlos Manuel Travieso-Gonzalez, Jesus B. Alonso-Hernandez
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	89-96
Number of pages	8
ISBN (Electronic)	9781479961740
DOIs	https://doi.org/10.1109/IWOBI.2015.7160149
State	Published - 15 Jul 2015
Event	4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015 - San Sebastian, Spain Duration: 9 Jun 2015 → 12 Jun 2015

Publication series

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

Conference

Conference	4th International Work Conference on Bio-Inspired Intelligence, IWOBI 2015
Country/Territory	Spain
City	San Sebastian
Period	9/06/15 → 12/06/15

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 15 Life on Land

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10.1109/IWOBI.2015.7160149

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Brenes, R. R., Torres-Rojas, F., & De La Ossa, A. (2015). Sensibility analysis of the Trace Transform on land coverage images. In 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). Article 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).

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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.",

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Brenes, RR, Torres-Rojas, F & De La Ossa, A 2015, Sensibility analysis of the Trace Transform on land coverage images. in 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, Spain, 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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.

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Brenes RR, Torres-Rojas F, De La Ossa A. Sensibility analysis of the Trace Transform on land coverage images. In Lopez de Ipina K, Travieso-Gonzalez CM, Alonso-Hernandez JB, editors, 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

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