Jorge S. Marques

ORCID

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 31

Top Venues

ICIP

IbPRIA

IEEE Trans. Image Process.

EMBC

Publications

Mirko Rakovic, Nuno Ferreira Duarte, Jorge S. Marques, Aude Billard, José Santos-Victor
The Gaze Dialogue Model: Nonverbal Communication in HHI and HRI. IEEE Trans. Cybern. 54 (4) (2024)
Carlos Santiago, Daniela O. Medley, Jorge S. Marques, Jacinto C. Nascimento
Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields. IEEE Trans. Image Process. 31 (2022)
Pedro Bilro, Catarina Barata, Jorge S. Marques
Pedestrian Trajectory Prediction Using LSTM and Sparse Motion Fields. ICPR (2022)
Beatriz Alves, Catarina Barata, Jorge S. Marques
Diagnosis of Skin Cancer Using Hierarchical Neural Networks and Metadata. IbPRIA (2022)
Catarina Barata, Jacinto C. Nascimento, João Miranda Lemos, Jorge S. Marques
Sparse motion fields for trajectory prediction. Pattern Recognit. 110 (2021)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Explainable skin lesion diagnosis using taxonomies. Pattern Recognit. 110 (2021)
Francisco Pereira, Jorge S. Marques, Sandra Heleno, Pedro Pina
Detection and Delineation of Sorted Stone Circles in Antarctica. Remote. Sens. 12 (1) (2020)
Bárbara Ferreira, Catarina Barata, Jorge S. Marques
What Is the Role of Annotations in the Detection of Dermoscopic Structures? IbPRIA (2) (2019)
Catarina Barata, Jorge S. Marques
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures. ISBI (2019)
Pedro Pina, Francisco Pereira, Jorge S. Marques, Sandra Heleno
Detection of Stone Circles in Periglacial Regions of Antarctica in UAV Datasets. IbPRIA (1) (2019)
Catarina Barata, Mário A. T. Figueiredo, Jorge S. Marques
Multiple Motion Fields for Multiple Types of Agents. ICIP (2019)
Ana Portêlo, Andrea Cavallaro, Catarina Barata, Jorge S. Marques
Description and Recognition of Activity Patterns Using Sparse Vector Fields. IbPRIA (1) (2019)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions. CVPR Workshops (2019)
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
Multiple Agents Representation Using Motion Fields. ICASSP (2019)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. ICIP (2018)
Catarina Barata, João Miranda Lemos, Jorge S. Marques
Estimation of Space-Varying Covariance Matrices. ICIP (2018)
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
Improving a Switched Vector Field Model for Pedestrian Motion Analysis. ACIVS (2018)
Ana Portêlo, Jorge S. Marques, Catarina Barata, João Miranda Lemos
Distributed Estimation of Vector Fields. ACIVS (2018)
Nuno Ferreira Duarte, Mirko Rakovic, Jorge S. Marques, José Santos-Victor
Action Alignment from Gaze Cues in Human-Human and Human-Robot Interaction. ECCV Workshops (3) (2018)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Fast segmentation of the left ventricle in cardiac MRI using dynamic programming. Comput. Methods Programs Biomed. 154 (2018)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes. Neural Comput. Appl. 28 (9) (2017)
Margarida Ruela, Catarina Barata, Jorge S. Marques, Jorge Rozeira
A system for the detection of melanomas in dermoscopy images using shape and symmetry features. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (2) (2017)
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques
A sparse approach to pedestrian trajectory modeling using multiple motion fields. ICIP (2017)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Development of a clinically oriented system for melanoma diagnosis. Pattern Recognit. 69 (2017)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming. ICIP (2017)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. IbPRIA (2017)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
A new robust active shape model formulation for cardiac MRI segmentation. ICIP (2016)
Pedro Pina, Jorge S. Marques
Automated prediction of crater degradation degree. ICIP (2016)
Catarina Barata, M. Emre Celebi, Jorge S. Marques, Jorge Rozeira
Clinically inspired analysis of dermoscopy images using a generative model. Comput. Vis. Image Underst. 151 (2016)
M. Emre Celebi, Teresa Mendonça, Jorge S. Marques
Dermoscopy Image Analysis [Book review]. IEEE Trans. Medical Imaging 35 (4) (2016)
Ana Portêlo, Mário A. T. Figueiredo, João Miranda Lemos, Jorge S. Marques
Moving horizon estimation of pedestrian interactions using multiple velocity fields. Signal Image Video Process. 9 (7) (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model. EMBC (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2D Segmentation Using a Robust Active Shape Model With the EM Algorithm. IEEE Trans. Image Process. 24 (8) (2015)
Jorge S. Marques, Pedro Pina
Crater Delineation by Dynamic Programming. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Melanoma detection algorithm based on feature fusion. EMBC (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Improving Dermoscopy Image Classification Using Color Constancy. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
Color Detection in Dermoscopy Images Based on Scarce Annotations. IbPRIA (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. IbPRIA (2015)
Catarina Barata, M. Emre Celebi, Jorge S. Marques
A clinically oriented system for melanoma diagnosis using a color representation. EMBC (2015)
Jacinto C. Nascimento, Miguel Barão, Jorge S. Marques, João Miranda Lemos
An information geometric framework for the optimization on a discrete probability spaces: Application to human trajectory classification. Neurocomputing 150 (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Non-rigid Object Segmentation Using Robust Active Shape Models. AMDO (2014)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Color identification in dermoscopy images using Gaussian mixture models. ICASSP (2014)
Jacinto C. Nascimento, Miguel Barão, Jorge S. Marques, João Miranda Lemos
Information Geometric Algorithm for Estimating Switching Probabilities in Space-Varying HMM. IEEE Trans. Image Process. 23 (12) (2014)
Manya V. Afonso, Jacinto C. Nascimento, Jorge S. Marques
Automatic Estimation of Multiple Motion Fields From Video Sequences Using a Region Matching Based Approach. IEEE Trans. Multim. 16 (1) (2014)
Jorge S. Marques, Alexandre Bernardino, Gonçalo Cruz, Maria Bento
An algorithm for the detection of vessels in aerial images. AVSS (2014)
Jacinto C. Nascimento, Jorge G. Silva, Jorge S. Marques, João Miranda Lemos
Manifold Learning for Object Tracking With Multiple Nonlinear Models. IEEE Trans. Image Process. 23 (4) (2014)
Catarina Barata, Margarida Ruela, Mariana Francisco, Teresa Mendonça, Jorge S. Marques
Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features. IEEE Syst. J. 8 (3) (2014)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
A robust active shape model using an expectation-maximization framework. ICIP (2014)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Improving dermoscopy image analysis using color constancy. ICIP (2014)
Jorge S. Marques, Pedro Pina
Delineation of Martian Craters Based on Edge Maps and Dynamic Programming. ICIAR (1) (2014)
Jacinto C. Nascimento, Jorge S. Marques, João Miranda Lemos
Modeling and Classifying Human Activities From Trajectories Using a Class of Space-Varying Parametric Motion Fields. IEEE Trans. Image Process. 22 (5) (2013)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. ICIP (2013)
Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
What Is the Role of Color in Dermoscopy Analysis? IbPRIA (2013)
J. M. Lourenço, João Miranda Lemos, Jorge S. Marques
Control of neuromuscular blockade with Gaussian process models. Biomed. Signal Process. Control. 8 (3) (2013)
Pedro Miguel Morgado, Margarida Silveira, Jorge S. Marques
Diagnosis of Alzheimer's disease using 3D local binary patterns. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1 (1) (2013)
Pedro Miguel Morgado, Margarida Silveira, Jorge S. Marques
Extending local binary patterns to 3D for the diagnosis of Alzheimer's Disease. ISBI (2013)
Jacinto C. Nascimento, Miguel Barão, Jorge S. Marques, João Miranda Lemos
Efficient Optimization Algorithm for Space-Variant Mixture of Vector Fields. IbPRIA (2013)
Teresa Mendonça, Pedro M. Ferreira, Jorge S. Marques, André R. S. Marçal, Jorge Rozeira
- A dermoscopic image database for research and benchmarking. EMBC (2013)
Ricardo A. Ribeiro, Jorge S. Marques, João Miranda Lemos
A Multiple Velocity Fields Approach to the Detection of Pedestrians Interactions Using HMM and Data Association Filters. ISVC (1) (2013)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI. EMBC (2013)
Pedro Pina, Jorge S. Marques
Delineation of Impact Craters by a Mathematical Morphology Based Approach. ICIAR (2013)
Ana Portêlo, Sandra Pacheco, Mário A. T. Figueiredo, João Miranda Lemos, Jorge S. Marques
Moving Horizon Estimation of Pedestrian Interactions Based on Multiple Velocity Fields. ISVC (2) (2013)
Jorge S. Marques, Pedro Pina
An Algorithm for the Delineation of Craters in Very High Resolution Images of Mars Surface. IbPRIA (2013)
Ana Portêlo, Ricardo A. Ribeiro, Mário A. T. Figueiredo, João Miranda Lemos, Jorge S. Marques
A velocity field approach to the detection of pedestrian interactions. MED (2013)
Catarina Barata, Jorge S. Marques, Teresa Mendonça
Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors. ICIAR (2013)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model. ISVC (1) (2013)
Margarida Ruela, Catarina Barata, Jorge S. Marques
What Is the Role of Color Symmetry in the Detection of Melanomas? ISVC (1) (2013)
Catarina Barata, Jorge S. Marques, M. Emre Celebi
Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation. ISPA (2013)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features. IbPRIA (2013)
Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
Activity Recognition Using a Mixture of Vector Fields. IEEE Trans. Image Process. 22 (5) (2013)
Pedro Miguel Morgado, Margarida Silveira, Jorge S. Marques
Efficient selection of non-redundant features for the diagnosis of Alzheimer'S disease. ISBI (2013)
Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
On the role of shape in the detection of melanomas. ISPA (2013)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
A system for the automatic detection of pigment network. ISBI (2012)
Jorge S. Marques, Miguel Barão, João Miranda Lemos
Alignment of velocity fields for video surveillance. Pattern Recognit. Lett. 33 (12) (2012)
Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento
Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. ICPRAM (1) (2012)
Jorge S. Marques, Catarina Barata, Teresa Mendonça
On the role of texture and color in the classification of dermoscopy images. EMBC (2012)
Eduardo Bicacro, Margarida Silveira, Jorge S. Marques, Durval Campos Costa
3D brain image-based diagnosis of Alzheimer's disease: Bringing medical vision into feature selection. ISBI (2012)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters. IEEE Trans. Biomed. Eng. 59 (10) (2012)
Jacinto C. Nascimento, Jorge S. Marques, João Miranda Lemos
A class of space-varying parametric motion fields for human activity recognition. ICIP (2012)
Eduardo Bicacro, Margarida Silveira, Jorge S. Marques
Alternative feature extraction methods in 3D brain image-based diagnosis of Alzheimer's Disease. ICIP (2012)
Manya V. Afonso, Jorge S. Marques, Jacinto C. Nascimento
Automatic Estimation of Multiple Motion Fields using Object Trajectories and Optical Flow. ICPRAM (2) (2012)
Jacinto C. Nascimento, Jorge S. Marques, João Miranda Lemos
Flexible trajectory modeling using a mixture of parametric motion fields for video surveillance. ICIP (2011)
Jorge S. Marques, Mário A. T. Figueiredo
Image super-segmentation: Segmentation with multiple labels from shuffled observations. ICIP (2011)
Jorge S. Marques, Mário A. T. Figueiredo
Fast estimation of multiple vector fields: Application to video surveillance. ISPA (2011)
Lourenço P. C. Bandeira, Jorge S. Marques, José Saraiva, Pedro Pina
Automated Detection of Martian Dune Fields. IEEE Geosci. Remote. Sens. Lett. 8 (4) (2011)
Catarina Barata, Jorge S. Marques, Jorge Rozeira
Detecting the pigment network in dermoscopy images: A directional approach. EMBC (2011)
Jacinto C. Nascimento, Jorge S. Marques, Mário A. T. Figueiredo
Discriminative model selection using a modified Bayesian criterion: Application to trajectory modeling. ICIP (2011)
Jorge S. Marques, João Miranda Lemos, Mário A. T. Figueiredo, Jacinto C. Nascimento, Miguel Barão
Trajectory Analysis Using Switched Motion Fields: A Parametric Approach. IbPRIA (2011)
Margarida Silveira, Jorge S. Marques
Boosting Alzheimer Disease Diagnosis Using PET Images. ICPR (2010)
Jacinto C. Nascimento, Jorge S. Marques, Mário A. T. Figueiredo
Discriminative model selection for object motion recognition. ICIP (2010)
Jacinto C. Nascimento, Jorge S. Marques, Mário A. T. Figueiredo
Classification of complex pedestrian activities from trajectories. ICIP (2010)
Lourenço P. C. Bandeira, Jorge S. Marques, José Saraiva, Pedro Pina
Automated Detection of Sand Dunes on Mars. ICIAR (2) (2010)
Jacinto C. Nascimento, Jorge S. Marques
Improving the robustness of gradient vector flowin cluttered images. ICIP (2010)
Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
Trajectory Classification Using Switched Dynamical Hidden Markov Models. IEEE Trans. Image Process. 19 (5) (2010)
Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
Trajectory Modeling Using Mixtures of Vector Fields. IbPRIA (2009)
Jacinto C. Nascimento, Mário A. T. Figueiredo, Jorge S. Marques
Trajectory analysis in natural images using mixtures of vector fields. ICIP (2009)
Margarida Silveira, Jacinto C. Nascimento, Jorge S. Marques, André R. S. Marçal, Teresa Mendonça, Syogo Yamauchi, Junji Maeda, Jorge Rozeira
Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images. IEEE J. Sel. Top. Signal Process. 3 (1) (2009)
Ricardo Martins, Pedro Pina, Jorge S. Marques, Margarida Silveira
Crater Detection by a Boosting Approach. IEEE Geosci. Remote. Sens. Lett. 6 (1) (2009)

Jorge S. Marques.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Jorge S. Marques