no code implementations • 30 Nov 2020 • Vinicius Pavanelli Vianna, Luiz Otavio Murta Jr
Although MI provides a robust medical image registration, it usually fails when the needed image transform is too big due to MI local maxima traps.
no code implementations • 24 Sep 2019 • 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.
no code implementations • 3 Jun 2018 • Vinicius Pavanelli Vianna
Convolutional neural networks (ConvNets) are the actual standard for image recognizement and classification.