Creating and sharing knowledge for telecommunications

Pattern and Image Analysis – Lx

Parent Group
Pattern recognition and automatic learning
Pattern and Image Analysis – Lx

Theses

Running PhD Theses: 1

Student Supervisor Co-Supervisor Title End date
Cátia Vanessa Rodrigues Tavares Paulo Fernando da Costa Antunes Hugo Humberto Plácido da Silva Fiber Optic Sensors for e-Health Architectures 9 / 2020

Running MSc Theses: 6

Student Supervisor Co-Supervisor Title End date
João Paulo Goulart Pedrosa Helena Isabel Aidos Lopes Pedro Tomás Time-dependent Prognostic models of Mild Cognitive Impairment to Alzheimer’s disease 10 / 2020
Pedro De Távora Barroco e Moreira dos Santos Helena Isabel Aidos Lopes Pedro Tomás Time Series Forecasting of Neurodegenerative Disease Progression 10 / 2020
José Carlos André Nobre Helena Isabel Aidos Lopes Pedro Tomás Exploiting machine learning techniques to predict Alzheimer's Disease Progression 10 / 2020
Mafalda Cardoso de Lemos Gomes Beleza Helena Isabel Aidos Lopes Modeling and predicting Alzheimer’s disease progression using longitudinal data 9 / 2020
Miguel Vieira Helena Isabel Aidos Lopes Unveiling progression patterns of Alzheimer's disease from medical imaging 9 / 2020
Ana Sofia de Cintra Moura Bastos Paulo Luis Serras Lobato Correia Ana Luisa Nobre Fred Face liveness detection 12 / 2019

Completed PhD Theses: 34

Student Supervisor Co-Supervisor Title End date
Afonso Morato Alface Martins Teodoro Mário Alexandre Teles de Figueiredo Patch-based Methods for Imaging Inverse Problems 9 / 2019
Milad Niknejad Mário Alexandre Teles de Figueiredo José Manuel Bioucas Dias Advances in patch-based image restoration 2 / 2019
Joshin P. Krishnan José Manuel Bioucas Dias Mário Alexandre Teles de Figueiredo Phase imaging via sparse coding in the complex domain 2 / 2019
Lina Zhuang José Manuel Bioucas Dias Mário Alexandre Teles de Figueiredo Inverse Problems in Hyperspectral Imaging: Denoising, Inpainting, Unmixing, and Compressive Sensing 12 / 2018
Marina Ljubenovic Mário Alexandre Teles de Figueiredo José Manuel Bioucas Dias Patch-Based Blind Image Deblurring: Handling Class-Specific Images and Strong Noise 12 / 2018
Zita Alexandra Magalhaes Marinho André Filipe Torres Martins Method of Moments for Natural Language Processing 2 / 2018
Miguel Antunes Dias Alfaiate Simões Luís Henrique Martins Borges de Almeida José Manuel Bioucas Dias On some aspects of inverse problems in image processing 10 / 2017
Miguel Sousa Borges de Almeida José Manuel Bioucas Dias Ricardo Nuno Vigário Source Separation of Phase-Locked Signals 6 / 2016
Filipe João Cabrita Condessa José Manuel Bioucas Dias Biomedical image classification/segmentation 4 / 2016
João Manuel Maia Duarte Ana Luisa Nobre Fred Data Clustering using Constraints 12 / 2015
Hugo Humberto Plácido da Silva Ana Luisa Nobre Fred Physiological Computing: New Methods and Biometric Applications 9 / 2015
Xiangrong Zeng Mário Alexandre Teles de Figueiredo Optimization Methods for Group-Sparsity Regularization 5 / 2015
Cláudia Silvestre Mário Alexandre Teles de Figueiredo Margarida Cardoso Model and Feature Selection for Categorical Mixture Models 5 / 2015
André Ribeiro Lourenço Ana Luisa Nobre Fred Automatic Document Organization using Semi-Structured Information 11 / 2014
Helena Isabel Aidos Lopes Ana Luisa Nobre Fred Dissimilarity Increments Statistics and Dimensionality Reduction in Unsupervised Learning 11 / 2014
Hao Hongxing José Manuel Bioucas Dias Interferometric phase estimation via sparse coding in the complex domain 8 / 2014
José David Pereira Coutinho Gomes Antão Mário Alexandre Teles de Figueiredo Classification of Sequences using Compression-Based Distances 6 / 2014
Artur Ferreira Mário Alexandre Teles de Figueiredo Feature Selection and Discretization Techniques for High-Dimensional Data 2 / 2014
Gabriel Martín Hernández José Manuel Bioucas Dias Antonio Plaza Design and implementation of new methods for spatial preprocessing prior to spectral unmixing of remotely sensed hyperspectral data 7 / 2013
Tayebeh Razmi Ana Luisa Nobre Fred ADIAR - Alzheimer's Disease: Image Analysis and Recognition 9 / 2012
André Filipe Torres Martins Mário Alexandre Teles de Figueiredo Pedro Aguiar The Geometry of Constrained Structured Prediction: Applications to Inference and Learning of Natural Language Syntax 5 / 2012
Gonçalo Valadão José Manuel Bioucas Dias Absolute Phase Estimation 6 / 2011
Jun Li José Manuel Bioucas Dias Discriminative Hyperspectral Image Segmentation 6 / 2011
Marian-Daniel Iordache José Manuel Bioucas Dias Antonio Plaza Sparse Unmixing Approach to Spectral Unmixing 6 / 2011
Marta Isabel Belchior Lopes Mário Alexandre Teles de Figueiredo José Manuel Bioucas Dias Advances in near-infrared hyperspectral image analysis for pharmaceutical anti-counterfeiting 2 / 2011
Sonia Pelizzari José Manuel Bioucas Dias Oil Slick Surveillance Using ASAR and MERIS Data 1 / 2011
Manya Vital Afonso Mário Alexandre Teles de Figueiredo Augmented Lagrangian Methods for Imaging Inverse Problems 12 / 2010
João Pedro Afonso Oliveira da Silva Mário Alexandre Teles de Figueiredo José Manuel Bioucas Dias Advances in Total Variation Image Restoration: Blur Estimation, Parameter Estimation, and Efficient Optimization 7 / 2010
Mariana S� Correia Leite de Almeida Luís Henrique Martins Borges de Almeida Separation of nonlinear mixtures of signals. Blind image deblurring 7 / 2010
Janete Borges José Manuel Bioucas Dias André Ribeiro Marçal Hyperspectral Image Classification 6 / 2009
Sandra V. B. Jardim Mário Alexandre Teles de Figueiredo Algorithms for sparse and robust signal representation 6 / 2008
Hugo Gamboa Ana Luisa Nobre Fred Multi-Modal Behavioral Biometrics based on HCI and Electrophysiology 9 / 2007
José Manuel Peixoto do Nascimento José Manuel Bioucas Dias Unsupervised Hyperspectral Unmixing 7 / 2007
Paulo Alexandre Carapinha Marques José Manuel Bioucas Dias Moving Target Detection and Estimation in Synthetic Apertura Radar 6 / 2004

Completed MSc Theses: 112

Student Supervisor Co-Supervisor Title End date
Miguel Ângelo Palma Pereira Alexandra Sofia Martins de Carvalho Sara Silva Genetic programming for survival prediction 5 / 2019
Manuel Pereira da Conceição Monteiro Anacleto Alexandra Sofia Martins de Carvalho Susana Vinga Precision medicine with electronic medical records 5 / 2019
Guilherme Reis de Moura Alexandra Sofia Martins de Carvalho Susana Vinga Mining electronic medical records for early classification of rheumatoid arthritis 5 / 2019
José Pedro de Almeida Gabriel Vieira Borges Alexandra Sofia Martins de Carvalho Susana Vinga Profiling rheumatoid arthritis disease progression through data mining techniques 5 / 2019
Xia Anbang Alexandra Sofia Martins de Carvalho Susana Vinga Feature selection for high longitudinal data using elastic net 5 / 2019
Hélio Bruno Marques Lourenço Hugo Humberto Plácido da Silva Aquisição e validação de sinais biomédicos com recurso a equipamento de baixo custo 12 / 2018
Pedro Miguel Falé Ferreira Alexandra Sofia Martins de Carvalho Susana Vinga Probabilistic Modelling of Single-cell Transcriptomics 11 / 2018
Francisco Simão Fernandes Mendes Sargo Ana Luisa Nobre Fred EpiCrisis: Prediction of Epileptic Seizures based on Biosignals 11 / 2018
Samuel David Pelaio Arcadinho Alexandra Sofia Martins de Carvalho Helena Isabel Aidos Lopes Model-based Learning in Multivariate Time Series 11 / 2018
Luís Bernardo de Brito Mendes Rei Alexandra Sofia Martins de Carvalho Susana Vinga Unveiling Interpretable Behaviour in Two-Way High-Dimensional Clinical Data 11 / 2018
Eduardo Filipe Ramos Félix Paulo Luis Serras Lobato Correia Hugo Humberto Plácido da Silva Sistema para Monitorização de Atletas durante o Treino 11 / 2018
Jorge Luís Fuzeta Serras Alexandra Sofia Martins de Carvalho Susana Vinga Outlier detection for multivariate time series 11 / 2018
Pedro Jorge Estrela Martinho Alexandra Sofia Martins de Carvalho Susana Vinga Network-based Regularisation for Survival Analysis 11 / 2018
Daria Baikova João Pedro Afonso Oliveira da Silva Real-Time tracking in commercial area 10 / 2018
José Miguel Costa Ruivo João Pedro Afonso Oliveira da Silva Estudo de aplicação de DNNs para qualidade de imagem 10 / 2018
Gonçalo Laginha Serafim San-Payo João Pedro Afonso Oliveira da Silva Person categorization using Machine Learning 10 / 2018
Hugo Filipe Paulino dos Santos João Pedro Afonso Oliveira da Silva Team Performance Analysis 10 / 2018
Pedro Miguel da Luz Cabrita de Sousa Brosque João Pedro Afonso Oliveira da Silva Alexandre Passos de Almeida PROSHOT - assistente pessoal de fotografia 10 / 2018
Jorge Guilherme Pessoa dos Santos Helena Isabel Aidos Lopes Pedro Tomás Video Compression Using (End-to-End) Deep Learning 10 / 2018
Pedro Ferreira André Filipe Torres Martins Improving Adequacy in Neural Machine Translation 9 / 2018
Daniel Bicho Artur Ferreira Deteção de conteúdos Not Suitable for Work 9 / 2018
André Manso Ana Luisa Nobre Fred Monitoring and Prevention of Cardiac Heart Failure 7 / 2018
João Araújo Delgado Vila de Brito Alexandra Sofia Martins de Carvalho Susana Vinga Unravelling breast and prostate common gene signatures by Bayesian network learning 7 / 2018
Mónica Martins Hugo Humberto Plácido da Silva Paulo Alexandre Vieira Crespo Towards an Integrated Electrocardiography System for Digital Stethoscopes 7 / 2018
João Pedro Caetano Mário Alexandre Teles de Figueiredo Hybrid Discriminative-Generative Supervised and Semi-supervised Learning 7 / 2018
Kishan Rameshchandra Rama Alexandra Sofia Martins de Carvalho Susana Vinga Temporal sequence alignment and agglomerative clustering for the analysis of medical longitudinal data 6 / 2018
Orlando Bastos Vaz Alexandra Sofia Martins de Carvalho Helena Isabel Aidos Lopes Profiling the Amyotrophic Lateral Sclerosis disease progression through data mining techniques 6 / 2018
João Pedro Carriço Beirão Alexandra Sofia Martins de Carvalho Paulo Alexandre Carreira Mateus Multivariate Correlations for Early Classification 5 / 2018
Miguel Martinho Ana Luisa Nobre Fred Continuous User Authentication by exploring Physiological Multimodality 5 / 2018
Filipe Cláudio de Sousa Nuno Calado Correia Lourenço Ricardo Miguel Ferreira Martins Applied Bayesian optimization 5 / 2018
João Pedro da Silva Rosa Nuno Calado Correia Lourenço Ricardo Miguel Ferreira Martins Deep learning in analog IC automatic sizing 5 / 2018
Frederico Borges Costa Coelho Nunes Alexandra Sofia Martins de Carvalho Sara Silva Genetic programming for time series forecasting 4 / 2018
Frederico Infante Rodrigues Luís Henrique Martins Borges de Almeida Miguel Sousa Borges de Almeida Experimental study on reject inference 12 / 2017
Hugo Daniel Paes Loureiro Santos Ambrósio Alexandra Sofia Martins de Carvalho Susana Vinga Modelling cancer progression through joint models for longitudinal and time-to-event data 12 / 2017
Margarida Nunes de Almeida Rodrigues de Sousa Alexandra Sofia Martins de Carvalho Mário Alexandre Teles de Figueiredo Advances in Probabilistic Graphical Models 12 / 2017
Cátia Sofia Tadeu Botas Alexandra Sofia Martins de Carvalho Susana Vinga Feature analysis to predict treatment outcome in rheumatoid arthritis 11 / 2017
Rui Pedro Pimentel de Almeida Guerra Alexandra Sofia Martins de Carvalho Paulo Alexandre Carreira Mateus Model Selection for Clustering of Pharmacokinetic Responses with the Minimum Description Length 11 / 2017
João Filipe Pereira Domingues Alho Hugo Humberto Plácido da Silva Grégoire Bonfait Development of Didactic Physics Experiments using a Miniaturized Wireless Acquisition Board 11 / 2017
Pedro Pontes Brito de Sá Helena Isabel Aidos Lopes Pedro Tomás Biochip Architecture for Cardiac Pathologies Detection 11 / 2017
João Henriques Oliveira Gomes João Pedro Afonso Oliveira da Silva Pulmonary Nodule Segmentation in Computed Tomography with Deep Learning 10 / 2017
Gonçalo Manuel Trindade Ribeiro João Pedro Afonso Oliveira da Silva Fake News Detection 10 / 2017
Vitor Paulino Artur Ferreira Utilização de eventos aplicacionais para análise de negócio em tempo real 9 / 2017
Cláudia Sofia Alferes Ribeiro da Silva Silveira André Ribeiro Lourenço Jaime S. Cardoso Driver’s Fatigue State Monitoring using Physiological Signals 7 / 2017
João Ribeiro Pinto André Ribeiro Lourenço Jaime S. Cardoso Continuous Biometric: Identification on the Steering Wheel 7 / 2017
Maria Margarida Dias dos Reis Carlos Manuel Ribeiro Almeida Rui Manuel Rodrigues Rocha AidDis - Embedded Systems In The Aid of People with Motor Disabilities 5 / 2017
Telmo José Pessoa Pires Mário Alexandre Teles de Figueiredo Shape-based Trajectory Clustering 12 / 2016
Ana Sofia José Manuel Bioucas Dias Sail and rig shape and from single images 12 / 2015
Diogo Alexandre Oliveira Silva Ana Luisa Nobre Fred Helena Isabel Aidos Lopes Efficient Evidence Accumulation Clustering for large datasets/big data 11 / 2015
José Carlos Lima José Manuel Bioucas Dias Analysis and Classification of Microelectrode Recordings in Deep Brain Stimulation Surgery 10 / 2015
João Rita João Pedro Afonso Oliveira da Silva Sistema de recomendação para unidades curriculares 9 / 2015
Joel Augusto Joanes D'Assunção José Manuel Bioucas Dias Extração e classificação automática de zonas verdes para fins de cartografia militar 9 / 2015
Nádia Bento José Manuel Bioucas Dias Fusão de imagem para a detecção de pessoas camufladas 9 / 2015
Jorge Pimenta José Manuel Bioucas Dias Identificação de minas terrestres em imagens no infravermelho 9 / 2015
Miguel Brito Nunes Artur Ferreira Nuno Leite Geração Automática de Calendários de Exames 9 / 2015
Pedro Neves Luís Miguel Martins Nunes André Ribeiro Lourenço Multifactor Authentication Using Smartphone as Token 7 / 2015
Jorge Miguel Silverio do Carmo Paulo Luis Serras Lobato Correia Ana Luisa Nobre Fred Sistema de Aquisição e Análise de Sinais em Ambiente Desportivo 6 / 2015
João Pinto Alexandra Sofia Martins de Carvalho Susana Vinga Outlier Detection in Survival Analysis 5 / 2015
Inês Nolasco Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Biclustering-based imputation in longitudinal data 5 / 2015
João Pedro Bento Machado Marques de Freitas Alexandra Sofia Martins de Carvalho Analysis of Electronic Medical Records of Rheumatoid Arthritis Patients on Biological Therapies 5 / 2015
João Pedro José do Rosário José Manuel Peixoto do Nascimento Mario Vestias Implementação em hardware reconfigurável de método de separação de dados hiperespetrais 12 / 2014
Diana Paiva Moreira Batista Ana Luisa Nobre Fred Automatic Arrythmia Classification: A Pattern Recognition Approach 12 / 2014
José Maria Líbano Monteiro Alexandra Sofia Martins de Carvalho Susana Vinga Learning from short multivariate time series 11 / 2014
José Jorge dos Reis Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Prognostic prediction in patients with Amyotrophic Lateral Sclerosis using graphical models 11 / 2014
Miguel Gonçalves José Manuel Bioucas Dias Classi cation of Vegetation Types in Military Region 11 / 2014
Jorge Leitão José Manuel Bioucas Dias Vehicles and Buildings Discrimination in Military Environment 11 / 2014
Ricardo Leitão Artur Ferreira Sistema de Reconhecimento de Impressões Digitais Baseado em FPGA 10 / 2014
Marco António Moura Rebelo Nuno Miguel de Figueiredo Garrido João Pedro Afonso Oliveira da Silva Sistema de monitorização de consumo de energia eléctrica 10 / 2013
Ivo Ribeiro José Manuel Bioucas Dias António Manuel Restani Graça Alves Moreira Pulse Compression in Radar 10 / 2013
Artem Umanets Artur Ferreira GuideMe - Service for Consulting, Publication and Recommendation of Touristic Locations 9 / 2013
Ivo Alexandre de Oliveira Ribeiro António Manuel Restani Graça Alves Moreira José Manuel Bioucas Dias Pulse Compression in Radar Applications 5 / 2013
Cecília Nunes Alexandra Sofia Martins de Carvalho Sara Alexandra Cordeiro Madeira Learning from imbalanced data 12 / 2012
Miguel Verdasca Paulo Alexandre Carapinha Marques Human motion analysis using ultrasounds 12 / 2012
Mário Lopes Paulo Alexandre Carapinha Marques Underwater communications using ultrasound signals 12 / 2012
Marta Susana Nunes Martins dos Santos Ana Luisa Nobre Fred Biometrical and Psychophysiological assessment through biosensors 11 / 2012
Tony Tam Artur Ferreira André Ribeiro Lourenço Etiquetagem Automática de Mensagens de Correio Electrónico 10 / 2011
Filipe André Lourenço Canento Ana Luisa Nobre Fred Affective Mouse - Electrophysiological Signal Processing for Affective Computing 7 / 2011
Ricardo Cotilho José Manuel Bioucas Dias Mário Alexandre Teles de Figueiredo Colonic polyp detection from capsule endoscopy data 6 / 2011
André Gonçalo Machado Abelha Luís Henrique Martins Borges de Almeida Mariana Sá Correia Leite de Almeida Focagem Cega de Imagens usando técnicas de Multi-Resolução 6 / 2011
Filipe João Cabrita Condessa José Manuel Bioucas Dias Mário Alexandre Teles de Figueiredo Colonic polyp detection in wireless capsule endoscopy images using a local approximation techniques 3 / 2011
Renato Costa Paulo Alexandre Carapinha Marques Traffic monitoring in free-flow environments 12 / 2010
Hugo Rebelo Paulo Alexandre Carapinha Marques Passive radar using DVB-S signals 12 / 2010
Luis Reis Paulo Alexandre Carapinha Marques Real aperture radar using spaceborne transmitters of opportunity 11 / 2010
Andre Brilhante Artur Ferreira Codificador JPEG baseado em FPGA 10 / 2010
Hugo Rebelo Artur Ferreira Paulo Alexandre Carapinha Marques Radar Passivo CW utilizando Iluminadores Geoestacion 10 / 2010
João Antunes Artur Ferreira Aplicação de gravação e edição de áudio multi-faixa colaborativa 10 / 2010
Alaney Kilson Dória Artur Ferreira GST - Guitar Solo Tracker 9 / 2010
João Luís Dias Cardoso Ana Luisa Nobre Fred Identification of Stress levels using Electrophysiological Signals 8 / 2010
João Ramalho Paulo Alexandre Carapinha Marques Traffic Monitoring with Synthetic Aperture Sonar 3 / 2010
Pedro Silva Paulo Alexandre Carapinha Marques Software Defined Radio Implementation using a PC 12 / 2009
João Paulo Gonçalves Ferreira José Manuel Bioucas Dias Bayesian Land and Sea Segmentation of SAR images 10 / 2009
Liliana Medina Ana Luisa Nobre Fred Identification of Stress States from ECG Signals using Unsupervised Learning Methods 5 / 2009
Rui Leitão Paulo Alexandre Carapinha Marques Synchronism Strategies for OFDM receivers 3 / 2009
Adérito Cardoso Paulo Alexandre Carapinha Marques Ship Traffic Monitoring using SAR 3 / 2009
Duarte Carona Paulo Alexandre Carapinha Marques Terrestrial Traffic Monitoring using SAR 3 / 2009
Inês Flores Mendes de Freitas Ana Luisa Nobre Fred Fatigue Detection in Electromyography Signals 12 / 2008
João Duarte Ana Luisa Nobre Fred Constrained Clustering 12 / 2008
Miguel Sérgio Buchinho Pontes Mário Alexandre Teles de Figueiredo Alinhamento Deformável de Imagens com Alplicação a Mapas de Dose em Radioterapia 10 / 2008
João Lobato Artur Ferreira Fernando de Sousa Compressão de Imagens em Sistemas de Videovigilância 10 / 2008
Ana Filipa Gonçalves Artur Ferreira Fernando de Sousa Detecção Automática de Bagagem Abandonada 10 / 2008
ANTÓNIO MANUEL MENDES RODRIGUES Ana Luisa Nobre Fred AGENT-BASED MODEL FOR A FISSION-FUSION BAT SOCIETY: INFORMATION BUILDING AND COLLECTIVE DECISION-MAKING 9 / 2008
Hugo Silva Ana Luisa Nobre Fred Feature Selection in Pattern Recognition Systems 7 / 2007
Sandra Coelho José Manuel Bioucas Dias Determinação da Temperatura de Superfície com Imagens Sintéticas do Sensor SEVIRI-MSG 11 / 2006
Gonçalo Matias José Manuel Bioucas Dias Radar Interferometry: 2D Phase Unwrapping Via Graph Cuts 9 / 2006
Carlos Sousa José Manuel Bioucas Dias Simulação Computacional de Sonar Ultrasónico de Abertura Sintética 5 / 2006
André Lourenço Ana Luisa Nobre Fred Unsupervised Learning Methods and Combination Strategies 7 / 2005
Maria do Céu Beirão Mário Alexandre Teles de Figueiredo Detecção Automática de Defeitos em Imagens de Têxteis 9 / 2003
Tiago Silva José Manuel Bioucas Dias Estimação de Fase Absoluta em Interferometria SAR 6 / 2003
Artur Ferreira Mário Alexandre Teles de Figueiredo Independent Component Analysis in Lossy Image Compression 2 / 2003
Sandra Jardim Mário Alexandre Teles de Figueiredo Automatic Analysis of Fetal Echographic Images 5 / 2002
Ana Falcão José Manuel Bioucas Dias Estimação Absoluta de Fase em Interferometria 12 / 2001
Elsa Fonseca José Manuel Bioucas Dias Monitorização de Aerossóis por um Sistema de Lidar 12 / 1998
José Cordeiro José Manuel Bioucas Dias Estimação de Contornos em Imagens Intravasculares de Ultrasons 12 / 1996
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