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Titlebook: Optical Remote Sensing; Advances in Signal P Saurabh Prasad,Lori M. Bruce,Jocelyn Chanussot Book 2011 Springer-Verlag Berlin Heidelberg 201

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Exploring Nonlinear Manifold Learning for Classification of Hyperspectral Data,tion of nonlinear characteristics of these data. Advances in manifold learning developed within the machine learning community are now being adapted for analysis of hyperspectral data. This chapter investigates the performance of popular global (Isomap and KPCA) and local manifold nonlinear learning
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Change Detection in VHR Multispectral Images: Estimation and Reduction of Registration Noise Effectsidual misregistration (registration noise) between images acquired over the same geographical area at different times. According to an experimental analysis driven from a theoretical study, we identify the main effects of RN in VHR images and derive some important properties exploiting a polar fram
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Fusion of Optical and SAR Data for Seismic Vulnerability Mapping of Buildings,formation to policy and decision-makers in order to prevent and mitigate the loss in lives and property. Currently, the estimation of seismic vulnerability of buildings relies on accurate, complex models to be fed with large amounts of in situ data. A limited geographical scope is a natural conseque
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978-3-642-26747-5Springer-Verlag Berlin Heidelberg 2011
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Saurabh Prasad,Lori M. Bruce,Jocelyn ChanussotPresents current state-of-the-art algorithms.Addresses key challenges for an effective exploitation.Written by key scientists in the field.Includes supplementary material:
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Augmented Vision and Realityhttp://image.papertrans.cn/o/image/702663.jpg
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