PROCEDURE AND ARTIFICIAL VISION SYSTEM FOR THE DESCRIPTION AND AUTOMATIC CLASSIFICATION OF NON-PATHOLOGICAL TISSUES OF THE HUMAN CARDIOVASCULAR SYSTEM (Machine-translation by Google Translate, not legally binding)

摘要

Procedure and artificial vision system for the description and automatic classification of non-pathological tissues of the human cardiovascular system. An automated procedure for recognizing non-pathological tissues from the human cardiovascular system is described, which is based on the analysis of cut-out regions of digital histological images of the sample to be classified. This procedure makes use of texture descriptors based on LBP and from there, using a model trained by a cascaded SVM with different kernels, the tissue present in the evaluated block is classified as a healthy tissue, indicating what type of tissue of the system human cardiovascular is, or if it is a pathological tissue in another case. (Machine-translation by Google Translate, not legally binding)