Data Driven Synthesis of Composite-Feature Detectors
Raquel Dosil
Broschiertes Buch

Data Driven Synthesis of Composite-Feature Detectors

Application to the Analysis of Volumetric Imaging

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This work is an attempt to fill the gap between high level image analysis and low level feature detectors for volumetric imaging data. It proposes both a representation model and an extraction technique for 3D spectral features. This approach is not limited to a multiresolution decomposition, but it goes a step further, rearranging frequency bands to group correlated information together. The whole process is based on minimal assumptions, inspired in theories about the human visual system. The method is completely data-driven; no prior information is used. The performance of the method is test...