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Comparison of early stopping criteria for neural-network-based subpixel classification
ArticleAbstract: A neural-network-based subpixel classification is one of the most commonly used approaches to addresPalabras claves:Early stopping criterion, neural network, subpixel classificationAutores:Shao Y., Stephen J. Walsh, Taff G.Fuentes:scopusAssessing deep convolutional neural networks and assisted machine perception for urban mapping
ArticleAbstract: High-spatial-resolution satellite imagery has been widely applied for detailed urban mapping. RecentPalabras claves:Deep convolutional neural networks, U-net, Urban mapping, VGG16Autores:Cooner A.J., Shao Y., Stephen J. WalshFuentes:scopusIntegration of hyperion satellite data and a household social survey to characterize the causes and consequences of reforestation patterns in the northern Ecuadorian Amazon
ArticleAbstract: The integration of Hyperion and Ikonos imagery are used to differentiate the subtle spectral differePalabras claves:Autores:Carlos Mena, McCleary A.L., Shao Y., Stephen J. WalshFuentes:googlescopusShadow detection and building-height estimation using IKONOS data
ArticleAbstract: The spectral confusion between shadow and water (or other dark surfaces) often results in suboptimalPalabras claves:Autores:Shao Y., Stephen J. Walsh, Taff G.Fuentes:scopusQuickBird and Hyperion data analysis of an invasive plant species in the Galapagos Islands of Ecuador: Implications for control and land use management
ArticleAbstract: In the Galapagos Islands of Ecuador, one of the greatest threats to the terrestrial ecosystem is thePalabras claves:GALAPAGOS, guava, Hyperion and QuickBird data, Invasive species management, Mixture modeling, Object-Based Image Analysis (OBIA), Pattern metricsAutores:Atkinson R., Carlos Mena, González A., McCleary A.L., Shao Y., Stephen J. Walsh, Tuttle J.P.Fuentes:googlescopusSpatial clustering and urban settings of rural migrants in Bangkok, Thailand
ArticleAbstract: In 2000, a demographic survey of households in selected nuclear villages was conducted in the ruralPalabras claves:Bangkok, Nearest neighbour analysis, Neighbourhood environment, Percent impervious, remote sensing, Rural-urban migration, ThailandAutores:Entwisle B., Rindfuss R.R., Shao Y., Stephen J. WalshFuentes:scopus