Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Fast classification"”.
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Using Generative Adversarial Networks to Classify Structural Damage Caused by Earthquakes
… (DL) has become one of the most popular image classification algorithms producing results comparable to and in some cases superior to human experts. These kind of algorithms need the input images used for the training to be labeled, and even if there is a large amount of images most of them are …
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Comparison and performance enhancement of modern pattern classifiers
… Using support vector machine (SVM) as classification architectures, the thesis explores two potential enhancements to complexity reduction: (a) subset selection on the training data by some pre-processing approaches, and (b) organising the classes of a multi-class problem in a tree …
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Advances in Raman hyperspectral compressive detection instrumentation for fast label free classification, quantitation and imaging
… Ben-Amotz lab and have proven to be useful for fast, label-free chemical identification, quantitation and imaging. The CD spectrometer consists of a volume holographic grating (VHG) that linearly disperses the Raman photons into its component wavelengths and all wavelengths are focused onto a …