Instituto
de Telecomunicações
Instituto Superior
Técnico
Torre Norte, Piso 10
Av. Rovisco Pais
1049-001 Lisboa
PORTUGAL
Tel.: + 351 218418466
Fax.: + 351 218418472
| E-mail: |
 |
Interests and Research Areas
- Statistical Signal/Image Processing
- Image Restoration/Segmentation/Classification
- Optimization/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
-
Associate Professor (with "Agregação"),
Department of Electrical and Computer Engineering, Instituto Superior Técnico -
Senior Researcher, Communication Theory and Pattern Recognition Group, Instituto de Telecomunicações
Current courses taught at IST
- Remote Sensing
- Fundamentals of Telecommunications
- Inverse Problems in Imaging
- Communication Theory
| Students | Themes |
|
M.Sc. |
|
| José Cordeiro | Contour estimation in ultrasound imaging |
| Elsa Susana | Analysis and interpretation of lidar returns |
| Tiago Silva | Interferometric SAR |
| Carlos Sousa | SAS simulation |
| Sandra Coelho | Surface temperature estimation from Meteosat Second Generation |
| Gonçalo Valadão | Multifrequency multibaseline interferometric SAR, M.Sc thesis |
| João Ferreira | Maritime vessel monitoring using SAR data |
|
Ph.D. |
|
| Paulo Marques | Moving target estimation in SAR and ISAR, Ph.D thesis |
| José Nascimento | Hyperspectral unmixing, Ph.D thesis |
| Gonçalo Valadão | Phase unwrapping |
| Sónia Pelizzari | Oil spill segmentation/classification of SAR data |
| Janete Borges |
Classification/segmentation of
hyperspectral images - coadvised with André Marçal |
| João Oliveira | Blind deconvolution - coadvised with Mário Figueiredo |
| Jun Li | Hyperspectral unmixing of sparse sources - coadvised with Antonio Plaza |
| Marian Iordache | Hyperspectral unmixing of sparse sources - coadvised with Antonio Plaza |
| Marta Lopes |
Hyperspectral imaging applied to
quality control of contentsof tablets - coadvised with Mário Figueiredo |
| Miguel Almeida | Source Separation of Phase-Locked Signals |
Editorial/Reviewer Activity
-
Guest co-editor
- A. Plaza, Q. Du, J. Bioucas-Dias, X. Jia and F. A. Kruse, Guest Editors. Special Issue on Spectral Unmixing of Remotely Sensed Data. IEEE Transactions on Geoscience and Remote Sensing. Submission deadline: September 30, 2010. Call for papers.
- Associate
editor
- IEEE Transactions on Circuits and Systems II, 1997-2000
-
Co-chair for special sessions
-
A.
Plaza, Q. Du, J. Bioucas-Dias,
and C. Jutten, Recent Advances in Spectral Mixture
Analysis of Hyperspectral Data,
1st Workshop on
Hyperspectral Image and Signal Processing - WHISPERS'2009,
Grenoble, France, 2009.
-
A.
Marçal and
J. Bioucas-Dias,
Remote Sensing Image Processing,International
Conference on Image Analysis and Recognition - ICIAR'2006,
Póvoa de Varzim, Portugal, 2006.
- A. Chambolle, J. Darbon, and J. Bioucas-Dias, Energy Minimization Approaches in Image Processing and Computer Vision, 2nd International Symposium on Visual Computing - ISVC'2006, Lake Tahoe, Nevada, USA, 2006.
-
A.
Plaza, Q. Du, J. Bioucas-Dias,
and C. Jutten, Recent Advances in Spectral Mixture
Analysis of Hyperspectral Data,
1st Workshop on
Hyperspectral Image and Signal Processing - WHISPERS'2009,
Grenoble, France, 2009.
-
Recent program/scientific committees and reviewing for
international conferences
- 2010 - 20th International Conference on Pattern Recognition - ICPR'2010
- 2010 - 2nd Workshop on Hyperspectral Image and Signal Processing - WHISPERS'2010
- 2010 - IEEE International Geoscience and Remote Sensing Symposium - IGARSS'2010
- 2010 - International Conference on Image Analysis and Recognition - ICIAR'2010
- 2009 - IEEE International Geoscience and Remote Sensing Symposium - IGARSS'2009
- 2009 - 1st Workshop on Hyperspectral Image and Signal Processing - WHISPERS'2009
- 2009 - SPIE Europe Remote Sensing - SPIE RS 2009
- 2009 - IEEE International Conference on Image Processing - ICIP'2009
- 2009 - 5th International Symposium on Visual Computing - ISVC'2009
- 2009 - International Conference on Image Analysis and Recognition - ICIAR'2009
- 2008 - IEEE International Geoscience and Remote Sensing Symposium - IGARSS'2008
- 2008 - International Conference on Image Analysis and Recognition - ICIAR'2008
- 2008 - 4th International Symposium on Visual Computing - ISVC'2008
- 2008 - IEEE International Conference on Image Processing - ICIP'2008
- 2008 - 12th International Conference on Knowledge-Based and Intelligent Information
& Engineering Systems - KES'2008
-
Recent reviewing for international journals
- IEEE: TIP, TGRS, TSP, TAES, TPAMI, TCAS, TBE, JSTSP, TIT, GSRL, SPL, SPM, JEI
- Discrete Optimization - DO
- Digital Signal Processing - DSP
- Journal of Electronic Imaging - JEI
- Journal of Atmospheric and Oceanic Technology - JAOT
- Journal of the Optical Society of America A - JOSA A
- Journal of Mathematical Imaging and Vision - JMIV
- Journal of Computational Physics - JCP
- SIAM Journal on Imaging Sciences - SIIMS
- Journal of Real-Time Image Processing - JRTIP
- SPIE Optical Engineering - OE
- Pattern Recognition Letters - PRL
Professional Activities
-
National delegate for the Management Committee of the COST 75 Action (Weather Radar 1996-1999)
-
Consultant
- Instituto de Meteorologia, Portugal (weather radars)
- Porto de Sines, Portugal (maritime radars and vessel trafic systems - VTS)
Papers,
Publications, Presentations, etc.
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Last update: January, 2010.