3 papers
eess.IV2020
Long-range medical image registration through generalized mutual information (GMI): toward a fully automatic volumetric alignment
Vinicius Pavanelli Vianna, Luiz Otavio Murta
Image registration is a key operation in medical image processing, allowing a plethora of applications. Mutual information (MI) is consolidated as a robust similarity metric often…
eess.IV2019
Analysis of Generalized Entropies in Mutual Information Medical Image Registration
Vinicius Pavanelli Vianna, Luiz Otavio Murta Junior
Mutual information (MI) is the standard method used in image registration and the most studied one but can diverge and produce wrong results when used in an automated manner. In th…
cs.CV2018
Study and development of a Computer-Aided Diagnosis system for classification of chest x-ray images using convolutional neural networks pre-trained for ImageNet and data augmentation
Vinicius Pavanelli Vianna
Convolutional neural networks (ConvNets) are the actual standard for image recognizement and classification. On the present work we develop a Computer Aided-Diagnosis (CAD) system…