Medical image classification via sparse representations

• Main Author: Ελευθερία, Κολοκυθά
• Other Authors: Eleftheria, Kolokitha
• Language: English
• Published: 2022
• Subjects: Classification; Medical images; Sparse represantation theory; Ταξινόμηση; Ιατρικές εικόνες; Θεωρία αραιών αναπαραστάσεων

In this thesis, we study the problem of recognizing/classifying different body parts from Magnetic Resonance Images (MRI). We follow an approach that utilizes the compressed sensing/sparse representations theory. Our work is based upon a recently proposed image classification method that utilizes...