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Titlebook: Image and Signal Processing; 6th International Co Abderrahim Elmoataz,Olivier Lezoray,Driss Mammass Conference proceedings 2014 Springer Na

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Hybrid-Resolution Spectral Imaging System Using Adaptive Regression-Based Reconstructiongression and locally weighted regression. In the experiment, we developed a hybridresolution spectral imaging system, and it was confirmed that the regressionbased methods can estimate spectra in high accuracy.
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Multispectral Endoscopy to Identify Precancerous Lesions in Gastric Mucosa, SVM with a Gaussian kernel and K-nn. The performance is compared based on their ability to identify precancerous lesions, using as quantitative index the accuracy, specificity and sensitivity. SVM presents the best performance, showing the effectiveness of the method.
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