| 2022 | IBPRIA | Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. | Beatriz Alves, Catarina Barata, Jorge S. Marques |
| 2022 | ICPR | Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields. | Pedro Bilro, Catarina Barata, Jorge S. Marques |
| 2019 | CVPR | Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. | Catarina Barata, Jorge S. Marques, M. Emre Celebi |
| 2019 | IBPRIA | What Is the Role of Annotations in the Detection of Dermoscopic Structures? | Brbara Ferreira, Catarina Barata, Jorge S. Marques |
| 2019 | IBPRIA | Detection of Stone Circles in Periglacial Regions of Antarctica in UAV Datasets. | Pedro Pina, Francisco Pereira, Jorge S. Marques, Sandra Heleno |
| 2019 | IBPRIA | Description and Recognition of Activity Patterns Using Sparse Vector Fields. | Ana Portlo, Andrea Cavallaro, Catarina Barata, Jorge S. Marques |
| 2019 | ICASSP | Multiple Agents Representation Using Motion Fields. | Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques |
| 2019 | ICIP | Multiple Motion Fields for Multiple Types of Agents. | Catarina Barata, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2018 | ACIVS | Improving a Switched Vector Field Model for Pedestrian Motion Analysis. | Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques |
| 2018 | ACIVS | Distributed Estimation of Vector Fields. | Ana Portlo, Jorge S. Marques, Catarina Barata, Joo Miranda Lemos |
| 2018 | ECCV | Action Alignment from Gaze Cues in Human-Human and Human-Robot Interaction. | Nuno Ferreira Duarte, Mirko Rakovic, Jorge S. Marques, Jos Santos-Victor |
| 2018 | ICIP | Estimation of Space-Varying Covariance Matrices. | Catarina Barata, Joo Miranda Lemos, Jorge S. Marques |
| 2018 | ICIP | Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2017 | IBPRIA | Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. | Catarina Barata, Mrio A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques |
| 2017 | ICIP | A sparse approach to pedestrian trajectory modeling using multiple motion fields. | Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques |
| 2017 | ICIP | Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2016 | ICIP | Automated prediction of crater degradation degree. | Pedro Pina, Jorge S. Marques |
| 2016 | ICIP | A new robust active shape model formulation for cardiac MRI segmentation. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2015 | IBPRIA | Color Detection in Dermoscopy Images Based on Scarce Annotations. | Catarina Barata, M. Emre Celebi, Jorge S. Marques |
| 2015 | IBPRIA | Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2014 | AVSS | An algorithm for the detection of vessels in aerial images. | Jorge S. Marques, Alexandre Bernardino, Gonalo Cruz, Maria Bento |
| 2014 | ICASSP | Color identification in dermoscopy images using Gaussian mixture models. | Catarina Barata, Mrio A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques |
| 2014 | ICIP | Improving dermoscopy image analysis using color constancy. | Catarina Barata, Jorge S. Marques, M. Emre Celebi |
| 2014 | ICIP | A robust active shape model using an expectation-maximization framework. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2013 | IBPRIA | The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features. | Catarina Barata, Jorge S. Marques, Jorge Rozeira |
| 2013 | IBPRIA | An Algorithm for the Delineation of Craters in Very High Resolution Images of Mars Surface. | Jorge S. Marques, Pedro Pina |
| 2013 | IBPRIA | Efficient Optimization Algorithm for Space-Variant Mixture of Vector Fields. | Jacinto C. Nascimento, Miguel Baro, Jorge S. Marques, Joo Miranda Lemos |
| 2013 | IBPRIA | What Is the Role of Color in Dermoscopy Analysis? | Margarida Ruela, Catarina Barata, Teresa Mendona, Jorge S. Marques |
| 2013 | ICIP | 3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2013 | ISVC | Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model. | Catarina Barata, Jorge S. Marques, Jorge Rozeira |
| 2013 | ISVC | Moving Horizon Estimation of Pedestrian Interactions Based on Multiple Velocity Fields. | Ana Portlo, Sandra Pacheco, Mrio A. T. Figueiredo, Joo Miranda Lemos, Jorge S. Marques |
| 2013 | ISVC | A Multiple Velocity Fields Approach to the Detection of Pedestrians Interactions Using HMM and Data Association Filters. | Ricardo A. Ribeiro, Jorge S. Marques, Joo Miranda Lemos |
| 2013 | ISVC | What Is the Role of Color Symmetry in the Detection of Melanomas? | Margarida Ruela, Catarina Barata, Jorge S. Marques |
| 2012 | ICIP | Alternative feature extraction methods in 3D brain image-based diagnosis of Alzheimer's Disease. | Eduardo Bicacro, Margarida Silveira, Jorge S. Marques |
| 2012 | ICIP | A class of space-varying parametric motion fields for human activity recognition. | Jacinto C. Nascimento, Jorge S. Marques, Joo Miranda Lemos |
| 2012 | ICPRAM | Automatic Estimation of Multiple Motion Fields using Object Trajectories and Optical Flow. | Manya V. Afonso, Jorge S. Marques, Jacinto C. Nascimento |
| 2012 | ICPRAM | Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. | Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento |
| 2011 | IBPRIA | Trajectory Analysis Using Switched Motion Fields: A Parametric Approach. | Jorge S. Marques, Joo Miranda Lemos, Mrio A. T. Figueiredo, Jacinto C. Nascimento, Miguel Baro |
| 2011 | ICIP | Image super-segmentation: Segmentation with multiple labels from shuffled observations. | Jorge S. Marques, Mrio A. T. Figueiredo |
| 2011 | ICIP | Discriminative model selection using a modified Bayesian criterion: Application to trajectory modeling. | Jacinto C. Nascimento, Jorge S. Marques, Mrio A. T. Figueiredo |
| 2011 | ICIP | Flexible trajectory modeling using a mixture of parametric motion fields for video surveillance. | Jacinto C. Nascimento, Jorge S. Marques, Joo Miranda Lemos |
| 2010 | ICIP | Improving the robustness of gradient vector flowin cluttered images. | Jacinto C. Nascimento, Jorge S. Marques |
| 2010 | ICIP | Classification of complex pedestrian activities from trajectories. | Jacinto C. Nascimento, Jorge S. Marques, Mrio A. T. Figueiredo |
| 2010 | ICIP | Discriminative model selection for object motion recognition. | Jacinto C. Nascimento, Jorge S. Marques, Mrio A. T. Figueiredo |
| 2010 | ICPR | Boosting Alzheimer Disease Diagnosis Using PET Images. | Margarida Silveira, Jorge S. Marques |
| 2009 | IBPRIA | Trajectory Modeling Using Mixtures of Vector Fields. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2009 | ICIP | Trajectory analysis in natural images using mixtures of vector fields. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2008 | ICIP | Unsupervised learning of motion patterns using generative models. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2008 | ICIP | Level set segmentation with outlier rejection. | Margarida Silveira, Jacinto C. Nascimento, Jorge S. Marques |
| 2007 | IBPRIA | On-Line Classification of Human Activities. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2007 | IBPRIA | Tracking the Left Ventricle in Ultrasound Images Based on Total Variation Denoising. | Jacinto C. Nascimento, Joo M. Sanches, Jorge S. Marques |
| 2007 | IBPRIA | Estimation of Multiple Objects at Unknown Locations with Active Contours. | Margarida Silveira, Jorge S. Marques |
| 2007 | ICIP | Semi-Supervised Learning of Switched Dynamical Models for Classification of Human Activities in Surveillance Applications. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2006 | ICIP | Image Reconstruction using the Benford Law. | Joo M. Sanches, Jorge S. Marques |
| 2005 | ICASSP | A fast MAP algorithm using high order Gibbs priors. | Joo M. Sanches, Jorge S. Marques |
| 2005 | ICASSP | Non-linear dimension reduction with tangent bundle approximation. | Jorge G. Silva, Jorge S. Marques, Joo Miranda Lemos |
| 2005 | ICIP | Tracking with Bayesian networks: extension to arbitrary topologies. | Pedro Mendes Jorge, Arnaldo J. Abrantes, Jorge S. Marques |
| 2005 | ICIP | Recognition of human activities using space dependent switched dynamical models. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2005 | ICIP | Minimum total variation in 3D ultrasound reconstruction. | Joo M. Sanches, Jos M. Bioucas-Dias, Jorge S. Marques |
| 2005 | ICIP | Multiple active contour models based on the EM algorithm. | Margarida Silveira, Jorge S. Marques |
| 2004 | ICPR | The Mean Shift Algorithm and the Unified Framework. | Arnaldo J. Abrantes, Jorge S. Marques |
| 2004 | ICPR | Estimation of the Bayesian Network Architecture for Object Tracking in Video Sequences. | Pedro Mendes Jorge, Jorge S. Marques, Arnaldo J. Abrantes |
| 2003 | CVPR | Tracking Groups of Pedestrians in Video Sequences. | Jorge S. Marques, Pedro Mendes Jorge, Arnaldo J. Abrantes, Joo Miranda Lemos |
| 2003 | IBPRIA | A 3D Ultrasound System for Medical Diagnosis. | Joo M. Sanches, Jorge S. Marques, Fausto J. Pinto, Paulo J. Ferreira |
| 2003 | ICIP | Estimation of cardiac phases in echographic images using multiple models. | Jacinto C. Nascimento, Jorge S. Marques, Joo M. Sanches |
| 2002 | ICIP | Long term tracking using Bayesian networks. | Arnaldo J. Abrantes, Jorge S. Marques, Joo Miranda Lemos |
| 2002 | ICIP | A MAP IIR filter for 3D ultrasound. | Joo M. Sanches, Jorge S. Marques |
| 2001 | BMVC | An Adaptive Potential for Robust Shape Estimation. | Jacinto C. Nascimento, Jorge S. Marques |
| 2001 | ICIP | 3D reconstruction from log-compressed Rayleigh images. | Joo M. Sanches, Jorge S. Marques |
| 2000 | ICIP | Robust Shape Tracking in the Presence of Cluttered Background. | Jacinto C. Nascimento, Jorge S. Marques |
| 2000 | ICPR | Alignment-by-Reconstruction for 3D Ultrasound Imaging. | Joo M. Sanches, Jorge S. Marques |
| 1999 | ICASSP | Tracking of moving objects with multiple models using Gaussian mixtures. | Jorge S. Marques, Joo Miranda Lemos |
| 1999 | ICASSP | An algorithm for centroid-based tracking of moving objects. | Jacinto C. Nascimento, Arnaldo J. Abrantes, Jorge S. Marques |
| 1999 | ICIP | Shape Tracking Based on Switched Dynamical Models. | Jorge S. Marques, Joo Miranda Lemos |
| 1999 | ICIP | Estimation of Random Trajectories on Manifolds: Application to Object Tracking. | Jorge S. Marques, Joo Miranda Lemos, Arnaldo J. Abrantes |
| 1998 | BMVC | A Method for Dynamic Clustering of Data. | Arnaldo J. Abrantes, Jorge S. Marques |
| 1998 | BMVC | Pattern Recognition Methods for Object Boundary Detection. | Arnaldo J. Abrantes, Jorge S. Marques |
| 1997 | CVPR | A class of probabilistic shape models. | Jorge S. Marques, Arnaldo J. Abrantes |
| 1997 | ICASSP | Probabilistic shape models: the role of the partition function. | Arnaldo J. Abrantes, Jorge S. Marques |
| 1997 | ICIP | Hidden Markov Models vs Syntactic Modeling in Object Recognition. | Ana L. N. Fred, Jorge S. Marques, Pedro Mendes Jorge |
| 1995 | ICASSP | Unified approach to snakes, elastic nets and Kohonen maps. | Arnaldo J. Abrantes, Jorge S. Marques |
| 1995 | ICIP | Exploiting the common structure of some edge linking algorithms: an experimental study. | Arnaldo J. Abrantes, Jorge S. Marques |
| 1994 | ICASSP | Periodicity estimation in textured images using to ML approach. | Jorge S. Marques |
| 1991 | ICASSP | A fast algorithm for generating sinusoids with polynomial phase. | Jorge S. Marques, Lus B. Almeida |
| 1991 | Interspeech | Hybrid sinusoidal modeling of speech without voicing decision. | Arnaldo J. Abrantes, Jorge S. Marques, Isabel Trancoso |
| 1991 | Interspeech | Harmonic coding of speech: an experimental study. | Jorge S. Marques, Isabel Trancoso, Arnaldo J. Abrantes |
| 1990 | ICASSP | Harmonic coding at 4.8 kb/s. | Jorge S. Marques, Lus B. Almeida, Jos M. Tribolet |
| 1990 | ICASSP | Improved pitch prediction with fractional delays in CELP coding. | Jorge S. Marques, Isabel Trancoso, Jos M. Tribolet, Lus B. Almeida |
| 1990 | ICASSP | CELP: a candidate for GSM half-rate coding. | Isabel Trancoso, Carlos M. Ribeiro, Lus B. Almeida, Lus C. Oliveira, Jorge S. Marques |
| 1989 | Interspeech | Sinusoidal modeling of voiced and unvoiced speech. | Jorge S. Marques, Lus B. Almeida |
| 1989 | Interspeech | Pitch prediction with fractional delays in CELP coding. | Jorge S. Marques, Jos M. Tribolet, Isabel Trancoso, Lus B. Almeida |
| 1988 | ICASSP | Quantization issues in harmonic coders [speech coding]. | Isabel Trancoso, Joaquim S. Rodrigues, Lus B. Almeida, Jorge S. Marques, Antnio Joaquim Serralheiro, Diana Santos, Jos M. Tribolet |
| 1986 | ICASSP | A background for sinusoid based representation of voiced speech. | Jorge S. Marques, Lus B. Almeida |