Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis

no code implementations • 3 Dec 2017 • Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Plínio Batista dos Santos Filho, Fernando Buarque de Lima Neto

The classification results are used to improve the usual analysis of the apparent diffusion coefficient map.

General Classification Philosophy

Avaliação do método dialético na quantização de imagens multiespectrais

no code implementations • 3 Dec 2017 • Wellington Pinheiro dos Santos, Francisco Marcos de Assis

This paper presents an evaluation of four methods based on the Dialectics: the Objective Dialectical Classifier and the Dialectical Optimization Method adapted to build a version of k-means with optimal quality indices; each of them is presented in two versions: a canonical version and another version obtained by applying the Principle of Maximum Entropy.

Philosophy Quantization

Fuzzy-Based Dialectical Non-Supervised Image Classification and Clustering

no code implementations • 3 Dec 2017 • Wellington Pinheiro dos Santos, Francisco Marcos de Assis, Ricardo Emmanuel de Souza, Priscilla B. Mendes, Henrique S. S. Monteiro, Havana Diogo Alves

In order to build a computational process based on dialectics, the interaction between poles can be modeled using fuzzy membership functions.

Classification Clustering +4