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 International Journals

·         J. Henriques, J. M. Lemos, L. Eça, L. Gato, A. Falcão, A high-order Discontinuous Galerkin Method with Mesh Refinement for Optimal Control, Automatica, 70-82, 2017. pdf file

·         C. Barata, M. Emre Celebi, J. S. Marques, “Development of Clinically Oriented System for Melanoma Diagnosis”, Pattern Recognition, aceite, 2017.

·         J. C. Nascimento, G. Carneiro, "Deep Learning on Sparse Manifolds for Faster Object Segmentation", IEEE Trans. on Image Processing, 2017. Aceite

·         C. Barata, M.Emre Celebi, J. S. Marques, J. Rozeira, “Clinically inspired analysis of dermoscopy images using a generative model”, Computer Vision and Image Understanding, 124-137, October 2016. pdf file

 

 International Conferences

·         M. Barão, J. S. Marques, Gaussian Random Vector Fields in Trajectory Modelling, IMVIP, Maynooth, 2017. pdf file

·         J. S. Marques, A. R. Moreira, J. M. Lemos, Computing the Uncertainty of Motion Fields for Human Activity Analysis, IMVIP, Maynooth, 2017. pdf file

·         S. Costa, J. M. Igreja, J. P. Mota, J. M. Lemos, Nonlinear Control for Infinite-Dimensional Process Systems: Fault-Tolerant Distributed Application for Heat Exchangers, IFAC World Congress, 2017.

·         R. Brás e J. M. Lemos, Recursive Sparse Identification for Adaptive Control. MED 2017, Int. Conf on Automation and Control, Malta, 2017.

·         M. A. T. Figueiredo, Synthesis versus Analysis in Patch-Based Image Priors, IEEE Int. Conf. Speech, Signal Processing, New Orleans, 2017. pdf file

·         C. Barata, J. C. Nascimento, J. S. Marques, “A Sparse Approach to Pedestrian Trajectory Modeling using Multiple Motion Fields”, IEEE Int. Conf. Image Processing, Beijing, September 2017. pdf file

·         C. Santiago, J. C. Nascimento, J. S. Marques, “Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming”, IEEE Int. Conf. Image Processing, Beijing, September 2017. pdf file

·         C. Barata, M. A.T. Figueiredo, M. Emre Celebi and J. S. Marques, “Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding”, Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), Faro 2017. pdf file

·         T. J. P. Pires, M. A. T. Figueiredo, “Shape-based Trajectory Clustering”, International Conference on Pattern Recognition Applications and Methods (ICPRAM), Porto 2017. pdf file

·         J. Matos, A. Bernardino, Ricardo Ribeiro, “Robust Tracking of Vessels in Oceanographic Airborne Images”, IEEE OCEANS, Monterey 2016. pdf file

 

 PhD thesis

·         C. Barata, “Automatic Detection of Melanomas Using Dermoscopy Images”, April 2017. Supervisors: Profs. J. S. Marques, M. Emre Celebi. pdf file

·         C. Santiago, Segmentation of the Left Ventricle in Cardiac MRI, April 2017. Supervisors: Profs. J. Nascimento, J. S. Marques. pdf file

 

 MSc thesis

·         T. Pires, “Shape-based Trajectory Clustering”, MSc thesis, IST, October 2016. Supervisor: Prof. M. A. T. Figueiredo, Luis Vidigal Award 2016, ex-aequo. pdf file

·         Samuel Balula,Nonlinear control of an inverted pendulum”, MSc thesis, IST, October 2016. Supervisor: Prof. J. M. Lemos, Luis Vidigal Award 2016, ex-aequo. pdf file

·         J. Matos, “Robust Tracking of Vessels in Oceanographic Airborne Images”, MSc thesis, IST, October 2016. Supervisor: Prof. A. Bernardino. pdf file

·         J. Fontes, “Detecção de Fugas em Redes de Distribuição de Água”, MSc thesis, IST, October 2016. Supervisor: Prof. J. M. Lemos. pdf file

·         Sofia Silva, “Prediction of Electrical Energy Consumption at IST”, MSc thesis, IST, October 2016. Supervisor: Prof. J. M. Lemos. pdf file

·         T. Ricardo,Distributed Adaptive Control of a Water Delivery Canal”, MSc thesis, IST, October 2016. Supervisor: Prof. J. M. Lemos. pdf file

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