CIBME - Compressão de Imagens Biomédicas de Modalidades Emergentes CIBME

PROJECT:

CIBME - Compressão de Imagens Biomédicas de Modalidades Emergentes

ACRONYM:

CIBME

MAIN OBJECTIVE:

Este projeto tem como objetivo propor novas ferramentas de codificação personalizadas especificamente para tecnologias emergentes de imagens médicas.

Reference:

Projetos internos 2019

Funding:

IT/LA

Start Date:

01-05-2020

End Date:

31-12-2023

Team:

Sérgio Manuel Maciel de Faria, Lucas Arrabal Thomaz, Luís Alberto da Silva Cruz, Fernando Jose Pimentel Lopes, Francisco Ferreira Cunha, Luís Miguel de Oliveira Pegado de Noronha e Távora, João Oliveira Parracho, Edgar da Silva Paulo

Groups:

Multimedia Signal Processing – Lr
Multimedia Signal Processing – Co

Partners:

BioImaging Austria, I3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto

Local Coordinator:

Sérgio Manuel Maciel de Faria

This project falls under the following United Nations Strategic Development Goals (SDGs):

F. Cunha, S.M.M. Faria, L. A. Thomaz, O. Parracho, P.A. Assunção, Data Compression Algorithms For Biomedical Images, Chapter in, Imaging Modalities for Biological and Preclinical Research: A Compendium, Volume 2, IOP Publishing, Bristol, United Kingdom, 2021 | Full text (PDF 74 KBs)

F. Cunha, V. B. Blüml, L. M. Z Zopf, A. W. Walter, M. W. Wagner, W. J. W. Weninger, L. A. Thomaz, L.M. Távora, L. A. S. C. Cruz, S.M.M. Faria, Lossy Image Compression in a Preclinical Multimodal Imaging Study, Journal of Digital Imaging, Vol. 36, No. 4, pp. 1826 - 1850, April, 2023,
| Abstract | BibTex

F. Lopes, L. A. S. C. Cruz, Detection of organelles in FIB-SEM microscopy images, RECPAD Portuguese Conf. on Pattern Recognition - RecPad RECPAD, Coimbra, Portugal, October, 2023,
| Abstract | BibTex
E. Paulo, L. A. Thomaz, L.M. Távora, P.A. Assunção, S.M.M. Faria, Extending the compression range of biomedical images for machine vision analysis, European Signal Processing Conference EUSIPCO, Belgrade, Serbia & Montenegro, Vol., pp. 1273 - 1277, September, 2022,
| Abstract | BibTex
O. Parracho, L. A. Thomaz, L.M. Távora, P.A. Assunção, S.M.M. Faria, Lossless Coding of Multimodal Image Pairs Based on Image-To-Image Translation, IEEE European Workshop on Visual Information Processing - EUVIP, Lisbon, Portugal, Vol., pp. 1 - 6, September, 2022,
| Abstract | BibTex
O. Parracho, S.M.M. Faria, L. A. Thomaz, L.M. Távora, P.A. Assunção, Cross-modality Lossless Compression of PET-CT Images, Conf. on Telecommunications - ConfTele, Conference online, February, 2021,
| Abstract | Full text (PDF 340 KBs) | BibTex

Joint Coding of Multimodal Biomedical Images using convolutional Neural Networks, Instituto Politécnico de Leiria, MSc Student, João Oliveira Parracho, Supervisor: P.A. Assunção, Co-supervisor: L. A. Thomaz, out-2019 - nov-2021