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CNN BASED RETINAL IMAGE UPSCALING USING ZERO COMPONENT ANALYSIS
Image upscaling CNN ZCA Whitening Retinal Images
2017/6/19
The aim of the paper is to obtain high quality of image upscaling for noisy images that are typical in medical image processing. A new training scenario for convolutional neural network based image up...
VALIDATION AND UPSCALING OF SOIL MOISTURE SATELLITE PRODUCTS IN ROMANIA
SMOS soil moisture validation
2016/7/8
The study presents the validation of SMOS soil moisture satellite products for Romania. The validation was performed with in-situ measurements spatially distributed over the country and with in-situ m...
Upscaling species invasion patterns from local to regional for forest ecosystem management
Upscale Invasion Chromolaena odorata,
2015/8/21
Almost all remote sensing studies model invasion of species dominating ecosystems canopies, typically in predicting their presence
or absence. However, a vast majority of invasive species do not domi...