Toward Multi-Scale Object-Based Data Fusion

Lillo Saavedra, Mario Fernando and Gonzalo Martín, Consuelo (2011). Toward Multi-Scale Object-Based Data Fusion. In: "31st EARSeL Symposium 2011", 30/05/2011 - 02/06/2011, Praga, Republica Checa. pp. 401-406.


Title: Toward Multi-Scale Object-Based Data Fusion
  • Lillo Saavedra, Mario Fernando
  • Gonzalo Martín, Consuelo
Item Type: Presentation at Congress or Conference (Article)
Event Title: 31st EARSeL Symposium 2011
Event Dates: 30/05/2011 - 02/06/2011
Event Location: Praga, Republica Checa
Title of Book: Proceedings of the 31st EARSeL Symposium 2011
Date: 2011
Freetext Keywords: data fusion, multi-scale analysis, decision trees, fusion rules.
Faculty: Facultad de Informática (UPM)
Department: Arquitectura y Tecnología de Sistemas Informáticos
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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This paper proposes a new methodology for object based 2-D data fu- sion, with a multiscale character. This methodology is intended to be use in agriculture, specifically in the characterization of the water status of different crops, so as to have an appropriate water management at a farm-holding scale. As a first approach to its evaluation, vegetation cover vigor data has been integrated with texture data. For this purpose, NDVI maps have been calculated using a multispectral image and Lacunarity maps from the panchromatic image. Preliminary results show this methodology is viable in the integration and management of large volumes of data, which characterize the behavior of agricultural covers at farm-holding scale.

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Item ID: 12640
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Deposited by: Memoria Investigacion
Deposited on: 01 Aug 2012 10:59
Last Modified: 21 Apr 2016 11:54
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