| 2025 | MICCAI | Multi-scale Attention-Based Multiple Instance Learning for Breast Cancer Diagnosis. | Mariana Mouro, Jacinto C. Nascimento, Carlos Santiago, Margarida Silveira |
| 2025 | MICCAI | Exploring Synergies Between Convolutional Neural Networks and Transformers for Breast Cancer Segmentation. | Carlos Santiago, Jacinto C. Nascimento |
| 2024 | CVPR | Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. | D. J. Arajo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata |
| 2024 | CVPR | Using Counterfactual Information for Breast Classification Diagnosis. | Miguel Cardoso, Carlos Santiago, Jacinto C. Nascimento |
| 2023 | CHI | Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis. | Francisco Maria Calisto, Joo Gabriel de Matos Fernandes, Margarida Morais, Carlos Santiago, Joo Maria Veigas Abrantes, Nuno Jardim Nunes, Jacinto C. Nascimento |
| 2022 | MICCAI | Censor-Aware Semi-supervised Learning for Survival Time Prediction from Medical Images. | Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro |
| 2020 | AVI | BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis. | Francisco Maria Calisto, Nuno Nunes, Jacinto C. Nascimento |
| 2020 | CVPR | 3DRegNet: A Deep Neural Network for 3D Point Registration. | Gonalo Dias Pais, Srikumar Ramalingam, Venu Madhav Govindu, Jacinto C. Nascimento, Rama Chellappa, Pedro Miraldo |
| 2020 | MICCAI | Region Proposals for Saliency Map Refinement for Weakly-Supervised Disease Localisation and Classification. | Renato Hermoza, Gabriel Maicas, Jacinto C. Nascimento, Gustavo Carneiro |
| 2019 | ICASSP | Multiple Agents Representation Using Motion Fields. | Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques |
| 2019 | ICRA | OmniDRL: Robust Pedestrian Detection using Deep Reinforcement Learning on Omnidirectional Cameras. | Gonalo Dias Pais, Tiago J. Dias, Jacinto C. Nascimento, Pedro Miraldo |
| 2018 | ACIVS | Improving a Switched Vector Field Model for Pedestrian Motion Analysis. | Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques |
| 2018 | ACIVS | Robust Feature Descriptors for Object Segmentation Using Active Shape Models. | Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento |
| 2018 | ICIP | Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2018 | MICCAI | Training Medical Image Analysis Systems like Radiologists. | Gabriel Maicas, Andrew P. Bradley, Jacinto C. Nascimento, Ian D. Reid, Gustavo Carneiro |
| 2017 | IBPRIA | Multi-channel Convolutional Neural Network Ensemble for Pedestrian Detection. | David Ribeiro, Gustavo Carneiro, Jacinto C. Nascimento, Alexandre Bernardino |
| 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 |
| 2017 | MICCAI | Deep Reinforcement Learning for Active Breast Lesion Detection from DCE-MRI. | Gabriel Maicas, Gustavo Carneiro, Andrew P. Bradley, Jacinto C. Nascimento, Ian D. Reid |
| 2016 | ACIVS | Person Re-identification in Frontal Gait Sequences via Histogram of Optic Flow Energy Image. | Athira M. Nambiar, Jacinto C. Nascimento, Alexandre Bernardino, Jos Santos-Victor |
| 2016 | ICIP | A new robust active shape model formulation for cardiac MRI segmentation. | Carlos Santiago, Jacinto C. Nascimento, 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 |
| 2015 | ICIP | Predictive multiple motion fields for trajectory completion: Application to surveillance systems. | Manya V. Afonso, Jacinto C. Nascimento |
| 2015 | ICIP | Towards reduction of the training and search running time complexities for non-rigid object segmentation. | Jacinto C. Nascimento, Gustavo Carneiro |
| 2015 | MICCAI | Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models. | Gustavo Carneiro, Jacinto C. Nascimento, Andrew P. Bradley |
| 2014 | CVPR | Non-rigid Segmentation Using Sparse Low Dimensional Manifolds and Deep Belief Networks. | Jacinto C. Nascimento, Gustavo Carneiro |
| 2014 | ECCV | The HDA+ Data Set for Research on Fully Automated Re-identification Systems. | Dario Figueira, Matteo Taiana, Athira M. Nambiar, Jacinto C. Nascimento, Alexandre Bernardino |
| 2014 | ICIP | A robust active shape model using an expectation-maximization framework. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2013 | CVPR | Top-Down Segmentation of Non-rigid Visual Objects Using Derivative-Based Search on Sparse Manifolds. | Jacinto C. Nascimento, Gustavo Carneiro |
| 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 | An Improved Labelling for the INRIA Person Data Set for Pedestrian Detection. | Matteo Taiana, Jacinto C. Nascimento, Alexandre Bernardino |
| 2013 | ICIP | Combining a bottom up and top down classifiers for the segmentation of the left ventricle from cardiac imagery. | Jacinto C. Nascimento, Gustavo Carneiro |
| 2013 | ICIP | 3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2012 | CVPR | The use of on-line co-training to reduce the training set size in pattern recognition methods: Application to left ventricle segmentation in ultrasound. | Gustavo Carneiro, Jacinto C. Nascimento |
| 2012 | ICIP | On-line re-training and segmentation with reduction of the training set: Application to the left ventricle detection in ultrasound imaging. | Jacinto C. Nascimento, Gustavo Carneiro |
| 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 | ICCV | Incremental on-line semi-supervised learning for segmenting the left ventricle of the heart from ultrasound data. | Gustavo Carneiro, Jacinto C. Nascimento |
| 2011 | ICIP | Reducing the training set using semi-supervised self-training algorithm for segmenting the left ventricle in ultrasound images. | Jacinto C. Nascimento, Gustavo Carneiro |
| 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 |
| 2011 | ICIP | Lip contour tracking using multiple dynamic models on a manifold. | Jacinto C. Nascimento, Jorge S. Silva |
| 2010 | CVPR | Multiple dynamic models for tracking the left ventricle of the heart from ultrasound data using particle filters and deep learning architectures. | Gustavo Carneiro, Jacinto C. Nascimento |
| 2010 | ECCV | Manifold Learning for Object Tracking with Multiple Motion Dynamics. | Jacinto C. Nascimento, Jorge G. Silva |
| 2010 | ICIP | Efficient search methods and deep belief networks with particle filtering for non-rigid tracking: Application to lip tracking. | Jacinto C. Nascimento, Gustavo Carneiro |
| 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 | The Fusion of Deep Learning Architectures and Particle Filtering Applied to Lip Tracking. | Gustavo Carneiro, Jacinto C. Nascimento |
| 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 | BMVC | Sample-Based 3D Tracking of Colored Objects : A Flexible Architecture. | Matteo Taiana, Jacinto C. Nascimento, Jos Antnio Gaspar, Alexandre Bernardino |
| 2008 | ICIP | Unsupervised learning of motion patterns using generative models. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2008 | ICIP | Ultrasound imaging LV tracking with adaptive window size and automatic hyper-parameter estimation. | Jacinto C. Nascimento, Joo M. Sanches |
| 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 | 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 |
| 2007 | IROS | On the use of perspective catadioptric sensors for 3D model-based tracking with particle filters. | Matteo Tajana, Jos Antnio Gaspar, Jacinto C. Nascimento, Alexandre Bernardino, Pedro U. Lima |
| 2007 | RoboCup | 3D Tracking by Catadioptric Vision Based on Particle Filters. | Matteo Taiana, Jos Antnio Gaspar, Jacinto C. Nascimento, Alexandre Bernardino, Pedro U. Lima |
| 2005 | ICIP | Recognition of human activities using space dependent switched dynamical models. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2003 | ICIP | Estimation of cardiac phases in echographic images using multiple models. | Jacinto C. Nascimento, Jorge S. Marques, Joo M. Sanches |
| 2001 | BMVC | An Adaptive Potential for Robust Shape Estimation. | Jacinto C. Nascimento, Jorge S. Marques |
| 2000 | ICIP | Robust Shape Tracking in the Presence of Cluttered Background. | Jacinto C. Nascimento, Jorge S. Marques |
| 1999 | ICASSP | An algorithm for centroid-based tracking of moving objects. | Jacinto C. Nascimento, Arnaldo J. Abrantes, Jorge S. Marques |