Academic position:
Full Professor
Joining date:
01-01-2005
Role in IT: Researcher Scientific Area: Networks and Multimedia
Group: Pattern and Image Analysis – Lx
Degrees
- Agregação, Instituto Superior Técnico, 01-01-1988
Affiliations
- Instituto Superior Técnico, Full Professor, 01-10-1970
Academic Activities
Lecture courses
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Sinais e Sistemas, 1º semestre, Instituto Superior Técnico, Mestr. Engenharia Electr. e Computadores e Mestr. Engenharia Biomédicad
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Aprendizagem Automática, Instituto Superior Técnico, Mestr. Engenharia Electr. e Computadores
Supervision of theses
Undergraduate
- Super-resolution techniques for images (a), Undergraduate, Afonso Teodoro , 7-2013, Instituto Superior Técnico
- Super-resolution techniques for images (b), Undergraduate, Diogo Almeida, 7-2013, Instituto Superior Técnico
- Applications of indepandent component analysis and source separation, Undergraduate, Nicolau Augusto Barata Gonçalves, 9-2006
PhD
- Blind Image Deblurring, PhD, Miguel Antunes Dias Alfaiate Simões , 12-2015, Instituto Superior Técnico
- Separation of nonlinear mixtures of signals. Blind image deblurring, PhD, Mariana S� Correia Leite de Almeida , 7-2010, Instituto Superior Técnico
MSc
- Focagem Cega de Imagens usando técnicas de Multi-Resolução, MSc, André Gonçalo Machado Abelha , 6-2011, Instituto Superior Técnico
Publications
Books [1]
- Almeida , L.B.; Nonlinear Source Separation, Morgan and Claypool Publishers, San Rafael, 2006. | BibTex
Papers in Journals [4]
- 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
- Almeida , L.B.; "Separating a Real-Life Nonlinear Image Mixture", Journal of Machine Learning Research, Vol. 6, No. 1, pp. 1199 - 1232, July, 2005.
| BibTex
Papers in Conference Proceedings [5]
- 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 , L.B.; "PhD Thesis Jury", Aplicação de Redes Neuronais em Engenharia Sísmica", Instituto Superior Técnico - Departamento de Engenharia Civil, 01-02-2008.
- Almeida , L.B.; "PhD Thesis Jury", Advanced Source Separation Methods with Applications to Spatio-Temporal Datasets", Helsinki University of Technology, Finland, 03-11-2006.
Other Contributions
Conference Committees
- International Conf. on Independent Component Analysis and Signal Separation, Technical Programme Committee, Luís Henrique Martins Borges de Almeida , 2009.
Editorial Committees
- Neural Processing Letters
, Springer, Luís Henrique Martins Borges de Almeida , Associate Editor, 01-12-2008 to .
- Connection Science
, Taylor & Francis, Luís Henrique Martins Borges de Almeida , Member of Editorial Board, 01-01-2000 to .
Refereeing
Journals
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IEEE Trans. on Biomedical Engineering
2008, 1 review(s);
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IEEE Trans. on Circuits and Systems I
2007, 1 review(s);
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IEEE Trans. on Signal Processing
2008, 1 review(s);
2006, 2 review(s);
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IET Signal Processing
2007, 1 review(s);
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Journal of Machine Learning Research
2007, 2 review(s);
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Neural Computation
2006, 2 review(s);
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Neural Processing Letters
2008, 1 review(s);
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Statistics and Computing
2008, 1 review(s);
Conferences
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International Conf. on Independent Component Analysis and Blind Source Separation
2007;
