Jorge S. Marques

According to our database1, Jorge S. Marques authored at least 172 papers between 1986 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Detection and Delineation of Sorted Stone Circles in Antarctica.
Remote. Sens., 2020

2019
A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer.
IEEE J. Biomed. Health Informatics, 2019

Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Multiple Motion Fields for Multiple Types of Agents.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Multiple Agents Representation Using Motion Fields.
Proceedings of the IEEE International Conference on Acoustics, 2019

Description and Recognition of Activity Patterns Using Sparse Vector Fields.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Detection of Stone Circles in Periglacial Regions of Antarctica in UAV Datasets.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

What Is the Role of Annotations in the Detection of Dermoscopic Structures?
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Deep Attention Model for the Hierarchical Diagnosis of Skin Lesions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Fast segmentation of the left ventricle in cardiac MRI using dynamic programming.
Comput. Methods Programs Biomed., 2018

Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Estimation of Space-Varying Covariance Matrices.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Distributed Estimation of Vector Fields.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

Improving a Switched Vector Field Model for Pedestrian Motion Analysis.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
Development of a clinically oriented system for melanoma diagnosis.
Pattern Recognit., 2017

A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes.
Neural Comput. Appl., 2017

A system for the detection of melanomas in dermoscopy images using shape and symmetry features.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A sparse approach to pedestrian trajectory modeling using multiple motion fields.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016
Dermoscopy Image Analysis [Book review].
IEEE Trans. Medical Imaging, 2016

Clinically inspired analysis of dermoscopy images using a generative model.
Comput. Vis. Image Underst., 2016

A new robust active shape model formulation for cardiac MRI segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Automated prediction of crater degradation degree.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2015

Improving Dermoscopy Image Classification Using Color Constancy.
IEEE J. Biomed. Health Informatics, 2015

2D Segmentation Using a Robust Active Shape Model With the EM Algorithm.
IEEE Trans. Image Process., 2015

Moving horizon estimation of pedestrian interactions using multiple velocity fields.
Signal Image Video Process., 2015

Crater Delineation by Dynamic Programming.
IEEE Geosci. Remote. Sens. Lett., 2015

An information geometric framework for the optimization on a discrete probability spaces: Application to human trajectory classification.
Neurocomputing, 2015

Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Color Detection in Dermoscopy Images Based on Scarce Annotations.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A clinically oriented system for melanoma diagnosis using a color representation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Melanoma detection algorithm based on feature fusion.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Automatic Estimation of Multiple Motion Fields From Video Sequences Using a Region Matching Based Approach.
IEEE Trans. Multim., 2014

Manifold Learning for Object Tracking With Multiple Nonlinear Models.
IEEE Trans. Image Process., 2014

Information Geometric Algorithm for Estimating Switching Probabilities in Space-Varying HMM.
IEEE Trans. Image Process., 2014

Two Systems for the Detection of Melanomas in Dermoscopy Images Using Texture and Color Features.
IEEE Syst. J., 2014

A robust active shape model using an expectation-maximization framework.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Improving dermoscopy image analysis using color constancy.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Delineation of Martian Craters Based on Edge Maps and Dynamic Programming.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

Color identification in dermoscopy images using Gaussian mixture models.
Proceedings of the IEEE International Conference on Acoustics, 2014

An algorithm for the detection of vessels in aerial images.
Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Non-rigid Object Segmentation Using Robust Active Shape Models.
Proceedings of the Articulated Motion and Deformable Objects, 2014

2013
Modeling and Classifying Human Activities From Trajectories Using a Class of Space-Varying Parametric Motion Fields.
IEEE Trans. Image Process., 2013

Activity Recognition Using a Mixture of Vector Fields.
IEEE Trans. Image Process., 2013

Diagnosis of Alzheimer's disease using 3D local binary patterns.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013

Control of neuromuscular blockade with Gaussian process models.
Biomed. Signal Process. Control., 2013

A velocity field approach to the detection of pedestrian interactions.
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

What Is the Role of Color Symmetry in the Detection of Melanomas?
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

A Multiple Velocity Fields Approach to the Detection of Pedestrians Interactions Using HMM and Data Association Filters.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Moving Horizon Estimation of Pedestrian Interactions Based on Multiple Velocity Fields.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013

Efficient selection of non-redundant features for the diagnosis of Alzheimer'S disease.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Extending local binary patterns to 3D for the diagnosis of Alzheimer's Disease.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

On the role of shape in the detection of melanomas.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Delineation of Impact Craters by a Mathematical Morphology Based Approach.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

What Is the Role of Color in Dermoscopy Analysis?
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Efficient Optimization Algorithm for Space-Variant Mixture of Vector Fields.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

An Algorithm for the Delineation of Craters in Very High Resolution Images of Mars Surface.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

PH<sup>2</sup> - A dermoscopic image database for research and benchmarking.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters.
IEEE Trans. Biomed. Eng., 2012

Alignment of velocity fields for video surveillance.
Pattern Recognit. Lett., 2012

3D brain image-based diagnosis of Alzheimer's disease: Bringing medical vision into feature selection.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A system for the automatic detection of pigment network.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data.
Proceedings of the ICPRAM 2012, 2012

Automatic Estimation of Multiple Motion Fields using Object Trajectories and Optical Flow.
Proceedings of the ICPRAM 2012, 2012

A class of space-varying parametric motion fields for human activity recognition.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Alternative feature extraction methods in 3D brain image-based diagnosis of Alzheimer's Disease.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

On the role of texture and color in the classification of dermoscopy images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Automated Detection of Martian Dune Fields.
IEEE Geosci. Remote. Sens. Lett., 2011

Flexible trajectory modeling using a mixture of parametric motion fields for video surveillance.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Discriminative model selection using a modified Bayesian criterion: Application to trajectory modeling.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Image super-segmentation: Segmentation with multiple labels from shuffled observations.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Trajectory Analysis Using Switched Motion Fields: A Parametric Approach.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Detecting the pigment network in dermoscopy images: A directional approach.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Trajectory Classification Using Switched Dynamical Hidden Markov Models.
IEEE Trans. Image Process., 2010

Boosting Alzheimer Disease Diagnosis Using PET Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Discriminative model selection for object motion recognition.
Proceedings of the International Conference on Image Processing, 2010

Classification of complex pedestrian activities from trajectories.
Proceedings of the International Conference on Image Processing, 2010

Improving the robustness of gradient vector flowin cluttered images.
Proceedings of the International Conference on Image Processing, 2010

Automated Detection of Sand Dunes on Mars.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

2009
Crater Detection by a Boosting Approach.
IEEE Geosci. Remote. Sens. Lett., 2009

Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images.
IEEE J. Sel. Top. Signal Process., 2009

Trajectory analysis in natural images using mixtures of vector fields.
Proceedings of the International Conference on Image Processing, 2009

Trajectory Modeling Using Mixtures of Vector Fields.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008
Medical Image Noise Reduction Using the Sylvester-Lyapunov Equation.
IEEE Trans. Image Process., 2008

Robust Shape Tracking With Multiple Models in Ultrasound Images.
IEEE Trans. Image Process., 2008

Independent increment processes for human motion recognition.
Comput. Vis. Image Underst., 2008

Level set segmentation of dermoscopy images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Level set segmentation with outlier rejection.
Proceedings of the International Conference on Image Processing, 2008

Unsupervised learning of motion patterns using generative models.
Proceedings of the International Conference on Image Processing, 2008

2007
Semi-Supervised Learning of Switched Dynamical Models for Classification of Human Activities in Surveillance Applications.
Proceedings of the International Conference on Image Processing, 2007

Estimation of Multiple Objects at Unknown Locations with Active Contours.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Tracking the Left Ventricle in Ultrasound Images Based on Total Variation Denoising.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

On-Line Classification of Human Activities.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
Performance Evaluation of Object Detection Algorithms for Video Surveillance.
IEEE Trans. Multim., 2006

Corrections to "Adaptive Snakes Using the EM Algorithm".
IEEE Trans. Image Process., 2006

Image Reconstruction using the Benford Law.
Proceedings of the International Conference on Image Processing, 2006

Image Denoising Using the Lyapunov Equation from Non-uniform Samples.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

The Papoulis-Gerchberg Algorithm with Unknown Signal Bandwidth.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005
Adaptive snakes using the EM algorithm.
IEEE Trans. Image Process., 2005

Selecting Landmark Points for Sparse Manifold Learning.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Multiple active contour models based on the EM algorithm.
Proceedings of the 2005 International Conference on Image Processing, 2005

Minimum total variation in 3D ultrasound reconstruction.
Proceedings of the 2005 International Conference on Image Processing, 2005

Recognition of human activities using space dependent switched dynamical models.
Proceedings of the 2005 International Conference on Image Processing, 2005

Tracking with Bayesian networks: extension to arbitrary topologies.
Proceedings of the 2005 International Conference on Image Processing, 2005

Non-linear dimension reduction with tangent bundle approximation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A fast MAP algorithm using high order Gibbs priors.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Robust shape tracking in the presence of cluttered background.
IEEE Trans. Multim., 2004

Learning switching dynamic models for objects tracking.
Pattern Recognit., 2004

Estimation of the Bayesian Network Architecture for Object Tracking in Video Sequences.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

The Mean Shift Algorithm and the Unified Framework.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

MAP Signal Reconstruction with Non Regular Grids.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Joint image registration and volume reconstruction for 3D ultrasound.
Pattern Recognit. Lett., 2003

Using middle level features for robust shape tracking.
Pattern Recognit. Lett., 2003

An adaptive potential for robust shape estimation.
Image Vis. Comput., 2003

Estimation of cardiac phases in echographic images using multiple models.
Proceedings of the 2003 International Conference on Image Processing, 2003

A 3D Ultrasound System for Medical Diagnosis.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

A MAP Estimation Algorithm Using IIR Recursive Filters.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Tracking Groups of Pedestrians in Video Sequences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
A HMM approach to the estimation of random trajectories on manifolds.
Signal Process., 2002

Improving the robustness of parametric shape tracking with switched multiple models.
Pattern Recognit., 2002

A 3D Ultrasound algorithm with alignment and nonlinearity compensation.
Proceedings of the Pattern Recognition in Information Systems, 2002

A MAP IIR filter for 3D ultrasound.
Proceedings of the 2002 International Conference on Image Processing, 2002

Long term tracking using Bayesian networks.
Proceedings of the 2002 International Conference on Image Processing, 2002

Tracking the Human Body Using Multiple Predictors.
Proceedings of the Articulated Motion and Deformable Objects Second International Workshop, 2002

2001
Optimal and suboptimal shape tracking based on multiple switched dynamic models.
Image Vis. Comput., 2001

Automatic Tracking of Multiple Pedestrians with Group Formation and Occlusions.
Proceedings of the IASTED International Conference on Visualization, 2001

3D reconstruction from log-compressed Rayleigh images.
Proceedings of the 2001 International Conference on Image Processing, 2001

A Fast MAP Algorithm for 3D Ultrasound.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

Shape Tracking Using Centroid-Based Methods.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

2000
Visual inspection of a combustion process in a thermoelectric plant.
Signal Process., 2000

A Rayleigh reconstruction/interpolation algorithm for 3D ultrasound.
Pattern Recognit. Lett., 2000

Alignment-by-Reconstruction for 3D Ultrasound Imaging.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Estimation of Random Trajectories on Manifolds: Application to Object Tracking.
Proceedings of the 1999 International Conference on Image Processing, 1999

Shape Tracking Based on Switched Dynamical Models.
Proceedings of the 1999 International Conference on Image Processing, 1999

An algorithm for centroid-based tracking of moving objects.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Tracking of moving objects with multiple models using Gaussian mixtures.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
A link between image-based and feature-based active contours.
Signal Process., 1998

A fuzzy algorithm for curve and surface alignment.
Pattern Recognit. Lett., 1998

A probabilistic framework for the hough transform and least squares pose estimation.
Proceedings of the 9th European Signal Processing Conference, 1998

Pattern Recognition Methods for Object Boundary Detection.
Proceedings of the British Machine Vision Conference 1998, 1998

A Method for Dynamic Clustering of Data.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
Shape alignment -- Optimal initial point and pose estimation.
Pattern Recognit. Lett., 1997

Hidden Markov Models vs Syntactic Modeling in Object Recognition.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Probabilistic shape models: the role of the partition function.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A class of probabilistic shape models.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
A class of constrained clustering algorithms for object boundary extraction.
IEEE Trans. Image Process., 1996

1995
Exploiting the common structure of some edge linking algorithms: an experimental study.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Unified approach to snakes, elastic nets and Kohonen maps.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Hybrid harmonic coding of speech at low bit-rates.
Speech Commun., 1994

Periodicity estimation in textured images using to ML approach.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1992
A Comparison of Two Low Bit Rate Image Coders.
Eur. Trans. Telecommun., 1992

1991
Harmonic coding of speech: an experimental study.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

Hybrid sinusoidal modeling of speech without voicing decision.
Proceedings of the Second European Conference on Speech Communication and Technology, 1991

A fast algorithm for generating sinusoids with polynomial phase.
Proceedings of the 1991 International Conference on Acoustics, 1991

1990
CELP and sinusoidal coders: Two solutions for speech coding at 4.8-9.6 kbps.
Speech Commun., 1990

CELP: a candidate for GSM half-rate coding.
Proceedings of the 1990 International Conference on Acoustics, 1990

Improved pitch prediction with fractional delays in CELP coding.
Proceedings of the 1990 International Conference on Acoustics, 1990

Harmonic coding at 4.8 kb/s.
Proceedings of the 1990 International Conference on Acoustics, 1990

1989
Frequency-varying sinusoidal modeling of speech.
IEEE Trans. Acoust. Speech Signal Process., 1989

Pitch prediction with fractional delays in CELP coding.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

Sinusoidal modeling of voiced and unvoiced speech.
Proceedings of the First European Conference on Speech Communication and Technology, 1989

1988
Harmonic coding - state of the art and future trends.
Speech Commun., 1988

1986
A background for sinusoid based representation of voiced speech.
Proceedings of the IEEE International Conference on Acoustics, 1986


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