Search Results - "KANELLOPOULOS, I"

Strategies and best practice for neural network image classification by Kanellopoulos, I., Wilkinson, G. G.

“…This paper examines a number of experimental investigations of neural networks used for the classification of remotely sensed satellite imagery at the Joint…”
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Classification of multisource and hyperspectral data based on decision fusion by Benediktsson, J.A., Kanellopoulos, I.

“…Multisource classification methods based on neural networks and statistical modeling are considered. For these methods, the individual data sources are at…”
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The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion by Petrakos, M., Atli Benediktsson, J., Kanellopoulos, I.

“…Decision level fusion has shown great potential to increase classification accuracy beyond the level reached by individual classifiers. A considerable body of…”
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Postoperative analgesia after total hip arthroplasty: The role of periarticular infiltration: 14AP11–7 by Kanellopoulos, I I, Pandazi, A, Kalimeris, K, Nikolakopoulos, N, Kostopanagiotou, G

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Correction to "The effect of classifier agreement on the accuracy of the combined classifier in decision level fusion" by Petrakos, M., Benediktsson, J.A., Kanellopoulos, I.

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The European geoportal––one step towards the establishment of a European Spatial Data Infrastructure by BERNARD, L, KANELLOPOULOS, I, ANNONI, A, SMITS, P

“…Experts consider the European Union (EU) Geoportal to be one of the essential first steps toward development of a European Spatial Data Infrastructure (ESDI)…”
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Training strategies for neural network soft classification of remotely-sensed imagery by Bernard, A. C., Wilkinson, G. G., Kanellopoulos, I.

“…Recently the 'soft' classification approach has gained in popularity against the discrete (hard) classification of land cover from remotely-sensed imagery. An…”
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The European geoportal––one step towards the establishment of a European Spatial Data Infrastructure by Bernard, Lars, Kanellopoulos, Ioannis, Annoni, Alessandro, Smits, Paul

“…The European Geoportal has been identified as one of the building blocks of a European Spatial Data Infrastructure (ESDI). The vision of the EU Geoportal is to…”
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Harmonization and Interoperability of EU Environmental Information and Services by Perego, A., Fugazza, C., Vaccari, L., Lutz, M., Smits, P., Kanellopoulos, I., Schade, S.

“…Sharing resources across multiple information communities requires new technologies. This article highlights activities and best practices of some EU projects…”
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Classification of multisource and hyperspectral data based on decision fusion : Special Issue on Data Fusion by BENEDIKTSSON, J. A, KANELLOPOULOS, I

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Strategies and best practice for neural network image classification: Neural networks in remote sensing by KANELLOPOULOS, I, WILKINSON, G. G

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Coastal basin area monitoring using multi-sensor imagery and GIS data by Cardarelli, U., Jemma, F., Folving, S., Wilkinson, G.G., Kanellopoulos, I.

“…Describes an experiment which has been conducted in southern Italy to predict water pollution risk arising from human activity in an environmentally-threatened…”
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On the Inverse Gaussian modeling of rainfall rate and slant path and terrestrial links rain attenuation by Kourogiorgas, C. I., Panagopoulos, A. D., Kanellopoulos, I. D., Karagiannidis, G. K.

“…The Inverse Gaussian (IG) distribution is examined for modeling the rainfall rate and slant path and terrestrial link rain attenuation. The long-term…”
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Projection pursuit and a VR environment for visualization of remotely sensed data by Petrakos, M., Dicarlo, W., Kanellopoulos, I.

“…Humans have an exceptional capacity to identify patterns, clusters and a variety of characteristics in 1- and 2-dimensional spaces. In recent years immersive…”
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Urban land use mapping with multi-spectral and SAR satellite data using neural networks by Heikkonen, J., Kanellopoulos, I., Varfis, A., Steel, A., Fullerton, K.

“…Statistical, textural and Gabor features were extracted from integrated multitemporal multispectral TM data and ERS-1 SAR imagery for urban land use mapping…”
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Comparison and visualization of feature space behaviour of statistical and neural classifiers of satellite imagery by Fierens, F., Kanellopoulos, I., Wilkinson, G.G., Megier, J.

“…Currently both statistical and neural classifiers are being used for the classification of multispectral satellite imagery. Because both classifier types are…”
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Neural Network Classification Of Multi-date Satellite Imagery by Kanellopoulos, I., Varfis, A., Wilkinson, G.G., Megier, J.

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Neural network classification of multi-date satellite imagery by KANELLOPOULOS, I, VARFIS, A, WILKINSON, G. G, MEGIER, J

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Integration of neural network and statistical image classification for land cover mapping by Kanellopoulos, I., Wilkinson, G.G., Megier, J.

“…Artificial neural networks and statistical classifiers both give good performance in image classification. Since the two methods are based on significantly…”
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Processing of AVHRR imagery using the T.Node parallel computer by Silber, C., Heidrich, D., Bierlaire, P., Kanellopoulos, I.

“…The processing time needed by some applications can be reduced if the work is shared between a network of processors rather than being implemented on a single…”
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