Welcome to the home page of Jose M. Bioucas Dias

Instituto de Telecomunicações
Instituto Superior Técnico
Universidade de Lisboa

Torre Norte, Piso 10
Av. Rovisco Pais
1049-001 Lisboa
PORTUGAL

Tel.: + 351 218418466
Fax.: + 351 218418472

E-mail:

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Publications: Google scholar, Scopus, ISI Web of Science, ORCID

Description: Fellowships

News

Upcoming Events

IEEE Journal on Selected Topics in geoscience and Remote Sensing Special Issue on "Quality Improvements of Remote Sensing Data". Manuscript submission due: June 1, 2017

Interests and Research Areas

Statistical Signal/Image Processing

Image Restoration (denoising, deblurring)

Image Segmentation

Optimization (nonsmooth, nonconvex, graph cuts)

Inverse Problems

Computed Imaging (SAR/SAS, ISAR/ISAS, InSAR/InSAS)

Applications in Medical Imaging and Remote Sensing

Weather Radar, Synthetic Aperture Radar/Sonar

Interferometric Radar/Sonar, Phase Unwrapping

Hyperspectral analysis (unmixing, classification, segmentation)

Ultrasound Medical Imaging

Academic Degrees (all from the Instituto Superior Técnico (IST), Technical University of Lisbon)

"Agregação" in Electrical and Computer Engineering (2007)
Ph.D. in Electrical and Computer Engineering (1995)
M.Sc. in Electrical and Computer Engineering (1991)
Electrical and Computer Engineer (1986)

Current positions

· Full Professor (with "Agregação"),
Department of Electrical and Computer Engineering, Instituto Superior Técnico

· Senior Researcher, Pattern and Image Analysis Group, Instituto de Telecomunicações

Current courses taught at IST

Current and former MSc students (themes)

José Cordeiro

Contour estimation in ultrasound imaging, 1996

Elsa Susana

Analysis and interpretation of lidar returns, 1998

Tiago Silva

Interferometric SAR, 2001

Carlos Sousa

SAS simulation, 2003

Sandra Coelho

Surface temperature estimation from Meteosat Second Generation, 2006

Gonçalo Valadão

Multifrequency multibaseline interferometric SAR, M.Sc thesis, 2006

João Ferreira

Maritime vessel monitoring using SAR data, 2009

Ricardo Cotilho

Colonic polyp detection from capsule endoscopy data, 2011

Filipe Condessa

Colonic polyp detection in wireless capsule endoscopy images using local approximation techniques, 2011

Ivo Ribeiro

Pulse Compression in Radar Applications, co-advised by Antonio Moreira, 2013

Jorge Letão

(vehicle and building detection from aerial imagery, 2014)

Miguel Goncalves

(classification of vegetation types in military regions from aerial imagery, 2014)

José Lima

(analysis and classi cation of microelectrode signals acquired during deep brain stimulation surgeries, 2015)

Ana Oliveira

sail and rig shape and from single images, 2016

Current and former PhD students (themes)

Paulo Marques

Moving target estimation in SAR and ISAR, Ph.D thesis

José Nascimento

Hyperspectral unmixing, Ph.D thesis

Gonçalo Valadão

Phase unwrapping, Ph.D thesis

Sónia Pelizzari

Oil spill segmentation/classification of SAR data, Ph.D thesis

Janete Borges

Classification/segmentation of hyperspectral images, co-supervised
by André Marçal, Ph.D thesis

João Oliveira

Blind deconvolution, co-supervised by Mário Figueiredo, Ph.D thesis

Jun Li

Hyperspectral image segmentation, co-supervised by Antonio Plaza,

Ph.D thesis

Marian Iordache

Hyperspectral unmixing of sparse sources, co-supervised by Antonio Plaza

Ph.D thesis

Marta Lopes

Hyperspectral imaging applied to quality control of contents of tablets,
co-supervised by Mário Figueiredo, Ph.D thesis

Miguel Almeida

Source Separation of Phase-Locked Signals, co-supervised by Ricardo Vigário

Ph.D thesis

Ehsan Zamanizadeh

Ocean acoustic tomography, co-supervised by João Pedro Gomes

Filipe Condessa

Biomedical image classification/segmentation, co-supervised by Jelena Kovačević
PhD. thesis

Miguel Simões

Blind image deconvolution, co-supervised by Luís Borges de Almeida

Gabriel Hernández

Design and implementation of new methods for spatial preprocessing prior to spectral unmixing of remotely sensed hyperspectral data, co-supervised by Antonio Plaza
Ph.D thesis

Hao Hongxing

Interferometric phase estimation via sparse coding in the complex domain

Lina Zhuang

Inverse problems in hyperspectral imaging

Joshin PK

Interferometric Phase Image Estimation

Ongoing Collaborations

Mário Figueiredo (IST)	optimization, imaging inverse problems
Vladimir Katkovnik (TUT)	phase imaging, wave field inference
Antonio Plaza (UEX)	hyperspectral unmixing, classification, and segmentation
Wing-Kin (Ken Ma) (CUHK)	hyperspectral unmixing, matrix factorization
Jocelyn Chanussot (GIT)	hyperspectral unmixig, hyperspectral image fusion/superresolution
Jean-Yves Tourneret (UT)	Bayesian hyperspectral unmixig, multiband image superresolution
Nicolas Dobigeon (UT)	Bayesian hyperspectral unmixig, multiband image superresolution
Yonina Eldar (TIIT)	covariance matrix estimation
Jun Li (SICAS)	hyperspectral image classification and segmentation
Daniel Iordache (VITO)	sparse regression based hyperspectral unmixing
Marcelo Pereyra (UB)	Bayesian inference
Yoann Altmann (UE)	MCMC methods in collaborative sparse regression
Qi Wei (UC)	hyperspectral unmixig, hyperspectral image fusion/superresolution
Abderrahim Halimi (HWU)	nonlienar hyperspectral unmixing