PORTALE DELLA DIDATTICA

Ricerca CERCA
  KEYWORD

GR-09 - GRAphics and INtelligent Systems - GRAINS

Similarity in medical images

azienda Tesi esterna in azienda    


Riferimenti FABRIZIO LAMBERTI

Riferimenti esterni Lia Morra

Gruppi di ricerca GR-09 - GRAphics and INtelligent Systems - GRAINS

Tipo tesi TESI IN COLLAB. CON AZIENDA

Descrizione Content-based inage retrieval entails finding similar images in a collection of existing images, without resorting to image labels or tags. The purpose of this thesis is to investigate applications of this technology in the field of medical imaging. The candidate is expected to investigate the state of the art, based on deep learning and/or image processing techniques, and propose solution for similarity searching tailored to medical images. The proposed solution should be as general-purpose as possible, starting from 2D medical images. The applicability to different types of medical images, database sizes and clinical labels will be investigated. The capability to explain to the human user the most similar parts of the images will be further investigated. The solution will be trained and tested on a set of open access datasets as well as some proprietary ones, if available. Strong programming skills are required. Previous knowledge of machine learning and deep learning is preferred.

Vedi anche  http://grains.polito.it/work.php


Scadenza validita proposta 18/02/2021      PROPONI LA TUA CANDIDATURA




© Politecnico di Torino
Corso Duca degli Abruzzi, 24 - 10129 Torino, ITALY
Contatti