Academic position:
Assistant Professor
Joining date:
10-01-2005
Role in IT: Researcher Scientific Area: Networks and Multimedia
Group: Pattern and Image Analysis – Lx
Degrees
- PhD, Instituto Superior Técnico, 01-01-2010 - Licenciatura, Instituto Superior Técnico,
Academic Activities
Co - Supervision of Theses
MSc
-
Focagem Cega de Imagens usando técnicas de Multi-Resolução, MSc, André Gonçalo Machado Abelha , 6-2011
Publications
Papers in Journals [5]
- Almeida, M.S.C.; Figueiredo, M. A. T.; "Deconvolving Images With Unknown Boundaries Using the Alternating Direction Method of Multipliers", IEEE Trans. on Image Processing, Vol. 22, No. 8, pp. 3074 - 3086, August, 2013. Abstract | Full text (PDF 1064KB) | BibTex
- Almeida, M.S.C.; Figueiredo, M. A. T.; "Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures", IEEE Trans. on Image Processing, Vol. 22, No. 7, pp. 2751 - 2763, July, 2013. Abstract | Full text (PDF 1118KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Nonlinear separation of show-through image mixtures using a physical model trained with ICA", Signal Processing, Vol. 92, No. -, pp. 872 - 884, April, 2012. Abstract | Full text (PDF 2115KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Blind and Semi-Blind Deblurring of Natural Images ", IEEE Trans. on Image Processing, Vol. 19, No. 1, pp. 36 - 52 , January, 2010. Abstract | Full text (PDF 5563KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Wavelet-based separation of nonlinear show-through and bleed-through image mixtures", Neurocomputing, Vol. 72, No. -, pp. 50 - 72, December, 2008. Abstract | Full text (PDF 4664KB) | BibTex
Papers in Conference Proceedings [9]
- Almeida, M.S.C.; Figueiredo, M. A. T.; "Blind Image Deblurring with Unknown Boundaries Using the Alternating Direction Method of Multipliers", Proc IEEE International Conf. on Image Processing - ICIP, Melbourne, Australia, Vol. -, pp. - - -, September, 2013.
| BibTex
- Almeida, M.S.C.; Figueiredo, M. A. T.; "Frame-based image deblurring with unknown boundary conditions using the Alternating Direction Method of Multipliers", Proc IEEE International Conf. on Image Processing - ICIP, Melbourne, Australia, Vol. -, pp. - - -, September, 2013.
Abstract
| BibTex
- Almeida, M.S.C.; Figueiredo, M. A. T.; "New stopping criteria for iterative blind image deblurring based on residual whiteness measures", Proc IEEE Workshop on Statistical Signal Processing - SSP, Nice, France, Vol. -, pp. 337 - 340, June, 2011. Abstract | Full text (PDF 170KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Blind deblurring of foreground-background images", Proc IEEE International Conf. on Image Processing - ICIP, Cairo, Egypt, Vol. -, pp. - - -, November, 2009. Abstract | Full text (PDF 676KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Blind deblurring of two-layer images", Proc Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol. -, pp. - - -, October, 2009. Abstract | Full text (PDF 303KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Blind deblurring of natural images", Proc IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Las Vegas, United States, Vol. -, pp. 1261 - 1264, March, 2008. Abstract | Full text (PDF 676KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Separating Nonlinear Image Mixtures Using a Physical Model Trained with ICA", Proc IEEE International Workshop on Machine Learning for Signal Processing, Maynooth, Ireland, Vol. 1, pp. 65 - 70, September, 2006. Abstract | Full text (PDF 700KB) | BibTex
- Almeida, M.S.C.; Almeida , L.B.; "Wavelet Based Nonlinear Separation of Images", Proc IEEE International Workshop on Machine Learning for Signal Processing, Maynooth, Ireland, Vol. 1, pp. 53 - 58, September, 2006. Abstract | Full text (PDF 5176KB) | BibTex
- Almeida, M.S.C.; H. Valpola; J. Särelä; "Separation of nonlinear image mixtures by denoising source separation", Proc International Conf. on Independent Component Analysis and Blind Source Separation, Charleston, United States, Vol. , pp. 8 - 15, March, 2006.
Abstract
| BibTex
Theses
- M.S.C. Almeida; "Blind Separation and Blind Deblurring of Natural Images", Instituto de Telecomunicações, October, 2010.
- M.S.C. Almeida; "EXTENSIONS TO DENOISING SOURCE SEPARATION", Neural Networks Research Center of the Helsinki University of Technology; Instituto Superior Técnico, October, 2005.
- Almeida, M.S.C.;
"Menção honrosa no Prémio Científico IBM 2010", Este Prémio foi instituído pela IBM em 1990 para distinguir trabalhos com elevado mérito científico no campo da computação teórica e aplicada, realizados por investigadores portugueses com idade inferior a 36 anos de idade. (http://www-05.ibm.com/pt/pc/premio.html), 01-01-2011.
- Almeida, M.S.C.;
"Prémio Prof. Luís Vidigal (2004/2005)", Prémio instituído pelo Departamento de Engenharia Electrotécnica e de Computadores (DEEC) do Instituto Superior Técnico (IST) que se destina a galardoar anualmente licenciados de qualquer licenciatura do IST, autores do melhor Trabalho Final de Curso (TFC) cujo tema se enquadre nas áreas científicas da Engenharia Electrotécnica, Informática e Computadores e que reúna as melhores características científicas, de inovação e de qualidade nas áreas da Engenharia Electrotécnica e de Computadores. (http://premio-vidigal.inesc.pt/), 01-03-2006.
