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ResearcherID: link Scholar: link DBLP: link ORCID: link
Books
Reconhecimento de Padrões: Métodos
Estatísticos e Neuronais, IST Press, 2ª edição, 2005. |
Pattern Recognition and Image
Analysis, Springer, LNCS, 3522, 3523, 2005. (Jorge S. Marques, Nicolas Perez de
la Blanca, Pedro Pina, eds.) |
Dermoscopy Image
Analysis, CRC Press, 2015. (M.
Emre Celebi, Teresa Mendonca, Jorge S. Marques, eds.) |
Publication list has to be
updated.
. ****** most cited papers
(mainly object tracking and robust deformable models).
·
Carlos Santiago, Jacinto Nascimento, Jorge S. Marques, A
new ASM framework for left ventricle segmentation exploring slice variability
in cardiac MRI volumes, Neural Computing and Applications, Springer, 2489-2500,
Setembro 2017..
·
Jacinto Nascimento, Jorge S. Marques, Carlos Santiago, A 3D active shape model for left ventricle segmentation in
MRI, in Biomedical Image Segmentation: Advances and Trends, A. El-Baz, X.
Jiang, J. S. Suri (Eds.), Chapter 4, pp. 99-115, CRC Press, 2016
·
Jorge S. Marques, Pedro Pina, Crater delineation by dynamic
programming, IEEE Geoscience and Remote Sensing Letters, Vol. 12, 1581-1585,
2015.
·
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques,
Automatic 3D segmentation of endocardial border of the left ventricle from
ultrasound images, IEEE Journal of Biomedical and Health Informatics, 339- 348,
Janeiro 2015.
·
Jacinto C. Nascimento, Miguel Barão, Jorge S. Marques, João
M. Lemos, Information
geometric algorithm for estimating switching probabilities in space-varying
HMM, IEEE Transactions Image Processing, Vol. 23, no 12, 5263-5273, 2014.
·
Jorge S. Marques, Jacinto C. Nascimento, Carlos Santiago,
Robust Deformable Models for 2D and 3D Shape Estimation, in Deformation Models,
M. González, A. Mir, J. Varona, eds., chapter, Springer, LNCVB-7, 169-185,
2013.
·
Lourenço Bandeira, Jorge S. Marques, José Saraiva, Pedro
Pina, Advances in Automated Detection of Sand
Dunes on Mars, Earth Surface Processes and Landforms, Vol. 38, 275-283, March
2013.
·
Jorge S. Marques,
Miguel Barão, João M. Lemos, Alignment of velocity fields for video
surveillance, Pattern Recognition Letters, Vol. 33, 1632-1637, September 2012.
·
Lourenço Bandeira,
Jorge S. Marques, José Saraiva, and Pedro Pina, Automated Detection of Martian
Dune Fields, IEEE Geoscience and Remote Sensing Letters, Vol. 8, no. 4,
626-630, July 2011.
·
Ricardo Martins, Pedro
Pina, Jorge S. Marques, Margarida Silveira, Crater Detection by a Boosting
Approach, IEEE Geoscience and Remote Sensing Letters, Vol. 6, no. 1, 127-131,
2009. ******
·
Jorge S. Marques,
Jacinto Nascimento, Arnaldo Abrantes, Margarida Silveira, Robust Shape
Estimation with Deformable Models, in Advances in Computational Vision and
Medical Image Processing: Methods and Applications, Springer, invited paper,
57-76, 2008.
·
Jacinto C. Nascimento,
Jorge S. Marques, Adaptive Snakes Using the EM Algorithm, IEEE Transactions on
Image Processing, Vol. 14, no. 11, 1678 – 1686, Nov. 2005.
·
Jacinto Nascimento, Jorge S.
Marques, Robust Shape Tracking in the Presence of Cluttered Background, IEEE Transactions on
Multimedia, Vol. 6, no. 6, December, 2004.
·
Gilles Celeux, Jorge S. Marques,
Jacinto Nascimento, Learning Switching Dynamic Models for Objects Tracking, Pattern Recognition, vol. 37, nº9 , 1835-1840, September 2004.
·
Jacinto Nascimento, Jorge S.
Marques, An Adaptive Potential for Robust Shape Estimation, Image and Vision Computing
Journal, 21,1107-1116, December, 2003.
·
Jacinto Nascimento, Arnaldo J.
Abrantes, Jorge S. Marques, Using middle level features for robust shape
tracking, Pattern
Recognition Letters, Vol. 24, 295-307, January 2003.
·
Jacinto Nascimento, Jorge S.
Marques, Improving the robustness of parametric shape tracking with switched
multiple models, Pattern Recognition, Vol. 35, 2711-2718, Dez. 2002.
·
Jorge S. Marques, João M. Lemos,
Optimal and Suboptimal Shape Tracking Based on Multiple Switched Dynamic
Models, Image
and Vision Computing, 539-550, June 2001.
·
Jorge S. Marques, Pedro Mendes Jorge,
Visual Inspection of a Combustion Process in a Thermoelectric Plant, Signal Processing, 80, 1577-1589, 2000.
·
Jorge S. Marques, A Link Between
Image Based and Feature Based Active Contours, Signal Processing, 67, 271-278, 1998.
·
Jorge S. Marques, A Fuzzy Algorithm for Curve and Surface Alignment, Pattern Recognition
Letters, 19, 797-803, 1998.
·
Arnaldo J. Abrantes, Jorge S. Marques, Shape
Alignment - Optimal Initial Point and Pose Estimation, Pattern Recognition Letters, February, 1997.
·
Arnaldo J. Abrantes, Jorge S. Marques, A Class of Constrained Clustering
Algorithms for Object Boundary Detection, IEEE Transactions on Image
Processing, 1507-1521, Novembro 1996. ******
·
Catarina Barata, João M.
Lemos, Jorge S. Marques, Estimation of Space-Varying Covariance Matrices, IEEE
Int. Conf. Image Processing, 4003-4007, Athens, Outubro
2018.
·
Ana Portêlo, Jorge S. Marques, Catarina Barata, and João M.
Lemos, Distributed Estimation of Vector Fields, Advanced Concepts for
Intelligent Vision Systems, 2018
·
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques,
Improving a Switched Vector Field Model for Pedestrian Motion Analysis,
Advanced Concepts for Intelligent Vision Systems, 2018.
·
Miguel Barão and Jorge S. Marques, Clustering of Gaussian
Random Vector Fields in Multiple Trajectory Modelling. Controlo 2018, Ponta
Delgada, Açores, Junho 2018
·
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, IEEE International Conference on Image Processing,
Beijing, September 2017.
·
Pedro Pina, Jorge S. Marques, Automated prediction of crater degradation
degree, IEEE International Conference on Image Processing, Phoenix, pp.
4364-4367, Setembro, 2016.
·
Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques, A new robust
active shape model formulation for cardiac MRI segmentation, IEEE International
Conference on Image Processing, Phoenix, Setembro, 2016.
·
Carlos Santiago, Jacinto Nascimento, Jorge S. Marques, Robust 3D active
shape model for the segmentation of the left ventricle in MRI, IAPR Iberian
Conference on Pattern Recognition and Image Analysis, 284-290, Santiago de
Compostela 2015. Best paper award.
·
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques, A robust active shape model using an
Expectation-Maximization framework, IEEE International Conference on Image
Processing, Paris, Outubro 2014.
·
Jorge S. Marques, Pedro Pina, Delineation of martian craters based on
edge maps and dynamic programming, International Conference on Image Analysis
and Recognition, 433-440, 2014.
·
Jorge S. Marques, Pedro Pina, An Algorithm for the Delineation of
Craters in Very High Resolution Images of Mars Surface, Iberian Conference on
Pattern Recognition and Image Analysis, June 2013.
·
Pedro Pina, Jorge S. Marques, Delineation of Impact Craters by a
Mathematical Morphology Approach, Springer, International Conference on Image
Recognition, LNCS 7950, 717-725, Póvoa do Varzim, 2013.
·
Tiago Simão, Miguel Barão, Jorge S. Marques, Recursive Bayesian
Identification of Nonlinear Autonomous Systems, IEEE Mediterranean Conference
on Control and Automation, Barcelona, Julho 2012.
·
Manya V. Afonso, Jorge S. Marques, Jacinto C. Nascimento,
Automatic Estimation of Multiple Motion Fields Using Object Trajectories and
Optical Flow, International Conference on Pattern Recognition Applications and
Methods, February 2012.
·
Jorge S. Marques, Mário A. T. Figueiredo, Image
Super-segmentation: Segmentation with Multiple Labels from Shuffled Observations,
IEEE International Conference on Image Processing, Brussels, September 2011.
·
Miguel Barão, Jorge S. Marques, Offline Bayesian
Identification of Jump Markov Nonlinear Systems, IFAC World Congress, August
2011.
·
Jorge S. Marques, Mário A. T. Figueiredo, Fast Estimation
of Multiple Vector Fields: Application to Video Surveillance, IEEE International
Symposium on Image and Signal Processing and Analysis, Dubrovnik, September
2011.
·
Lourenço Bandeira, Jorge S. Marques, José Saraiva, Pedro Pina,
Automated Detection of Sand Dunes on Mars, International Conference on Image
Analysis and Recognition, LNCS 6112, 306-315, June 2010.
·
Lourenço Bandeira, Jorge S. Marques, José Saraiva, Pedro Pina,
Martian Dune Fields Detection by Automated Approaches, Second International
Planetary Dune Workshop, paper 2021, Alamosa Colorado, May 2010.
·
Lourenço Bandeira,
Jorge S. Marques, Pedro Pina, Automatic delimitation of regions with Aeolian
features on Mars, 40th Lunar and Planetary Science Conference, paper 1288,
Houston, 2009.
·
Margarida Silveira,
Jacinto Nascimento, Jorge Marques, Level Set Segmentation with Outlier
Rejection, IEEE International
Conference on Image Processing, San Diego, Oct. 2008.
·
Ricardo Martins, Pedro
Pina, Jorge S. Marques, Margarida Silveira, A Boosting Algorithm for Crater
Detection, Visualization, Imaging, and Image Processing, September, 2008.
·
Margarida Silveira,
Jorge S. Marques, Estimation of Multiple Objects at Unknown Locations with Active
Contours, Iberian Conference on Pattern Recognition and Image Analysis, LNCS
4477, vol. 2, 372-379, June 2007.
·
Manuel Marques, Alexandre Neves,
Jorge S. Marques, João Sanches, The Papoulis-Gerchberg Algorithm with Unknown
Signal Bandwidth, Int. Conference Image Analysis and Recognition, Springer,
LNCS, September 2006.
· Margarida Silveira, Jorge S. Marques, Multiple Active Contour Models Based on the EM Algorithm, IEEE International Conference on Image Processing, 285-288, Genoa, September 2005.
·
Rui M. Jesus, Arnaldo J. Abrantes, Jorge S. Marques,
Relevance Feedback in CBIR using the RLS Classifier, EURASIP Conference focused on Speech and Image Processing, Multimedia
Communications and Services, Smolenice, June 29 – July 2, 2005
·
Arnaldo J. Abrantes, Jorge S.
Marques, The Mean Shift and the Unified Framework, ICPR, Vol. 1, 244-247,
August 2004.
·
André Lourenço, Pedro Freitas,
Isabel Ribeiro, Jorge Marques, Detection and Classification of 3D Moving
Objects, 10th
Mediterranean Conference on Control and Automation, Lisbon, July
2002.
·
Jacinto Nascimento, Jorge S.
Marques, An Adaptive Potential for Robust Shape Estimation, British Machine Vision
Conference, 343-352, Manchester, September, 2001.
·
Jacinto Nascimento, Jorge S.
Marques, Improving the Robustness of Parametric Shape Tracking with Switched
Multiple Models, Pattern Recognition in Information Systems, A. Fred, A. Jain,
eds, 50-58, Setúbal, July, 2001.
·
Arnaldo J. Abrantes, Jorge S.
Marques, Shape Tracking Using Centroid Based Methods, Third International
Workshop on Energy Minimization Methods in Computer Vision and Pattern
Recognition, 576-591, September, 2001.
·
Jacinto Nascimento, Jorge S.
Marques, Robust Shape Tracking in the Presence of Cluttered Background, IEEE International Conference
on Image Processing, vol. 3, 82-85, Vancouver, 2000.
·
Jorge S. Marques, Arnaldo J.
Abrantes, A Constrained Clustering Algorithm for Shape Analysis with Multiple
Features,
International Conference Pattern Recognition, vol. 1, 916-919,
Barcelona, September 2000.
·
Jorge S. Marques, João M. Lemos,
Shape Tracking with Switched Multiple Models, Portuguese Conference on Pattern Recognition, Porto, 213-218, May 2000.
·
José Nascimento, Jorge S. Marques,
Estimation of 3D Shapes Using 3D Active Surface Models, Portuguese Conference on
Pattern Recognition, Porto, 439-441, May 2000.
·
João Santos, Vanessa Segurado,
Jorge S. Marques, Automatic Classification of Marble Stone: Color Features and
Perceptual Evaluation, V Ibero American Symposium on Pattern Recognition, 197-205, Lisbon, September 2000.
·
José Nascimento, Jorge S. Marques,
An Algorithm for the Estimation of 3D Surfaces using Competitive Learning, V Ibero American Symposium
on Pattern Recognition, 139-146, Lisbon, September 2000.
·
Jacinto Nascimento, Arnaldo J.
Abrantes, Jorge S. Marques, The Role of Middle level features for robust shape
tracking, 12th
Portuguese Conference on Pattern Recognition, Aveiro, July 2002.
·
Catarina Barata, M.Emre Celebi, Jorge S. Marques, A Survey of Feature Extraction in Dermoscopy
Image Analysis of Skin Cancer, IEEE Journal of Biomedical and Health
Informatics, 2018.
·
Jorge S. Marques, Catarina Barata, J. Miguel Sanches, Patrícia Figueiredo,
J. Miranda Lemos, Artificial Intelligence in Radiology: From Image Processing
to Diagnosis, Acta Radiológica Portuguesa, Vol 30, nº2, 5-8, May-August 2018.
·
Carlos Santiago,
Jacinto C. Nascimento, Jorge S. Marques, Fast Segmentation of the Left
Ventricle in Cardiac MRI Using Dynamic Programming, Computer Methods and
Programs in Biomedicine, 9-23, 2018.
·
Catarina Barata, M. Emre Celebi, Jorge S. Marques, Development of
clinically oriented system for melanoma diagnosis, Pattern Recognition, 69,
270-285, 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, Computer Methods In Biomechanics And Biomedical Engineering:
Imaging & Visualization, 127-136, Janeiro 2017
·
Catarina Barata, M.
E. Celebi, Jorge S. Marques, J. Rozeira, Clinically
inspired analysis of dermoscopy Images using a generative model, Computer
Vision and Image Understanding, Vol. 151, Issue C, pp. 124-137, Outubro, 2016.
·
Catarina Barata, M.
Emre Celebi, Jorge S. Marques, Improving Dermoscopy Image Classification Using
Color Constancy, IEEE Journal of Biomedical and Health Informatics, Volume: 19,
Issue: 3, 1146 - 1152, 2015.
·
Carlos Santiago,
Jacinto Nascimento, Jorge S. Marques, 2D segmentation using a robust active
shape model with the EM Algorithm, IEEE Transactions Image Processing, Vol. 24,
2592-2601, 2015.
·
Teresa Mendonça, Pedro M. Ferreira, André R. S. Marçal, Catarina Barata,
Jorge S. Marques, Joana Rocha, Jorge Rozeira, PH2 – A public database for the
analysis of dermocopic images, in Dermoscopy Image Analysis, CRC Press, Chapter
13, pp. 419-440, 2015. ******
·
Catarina Barata, M. Emre
Celebi, Jorge S. Marques, Towards a robust analysis of
dermoscopy images acquired under different conditions, in Dermoscopy Image
Analysis, CRC Press, Chapter 1, pp. 1-22, 2015.
·
Catarina Barata,
Margarida Ruela, Mariana Francisco, Teresa Mendonça, Jorge S. Marques, Two systems for the setection of melanomas in dermoscopy
images using texture and color features, IEEE Systems Journal, 965-979, Agosto
2014. ******
·
Catarina Barata,
Margarida Ruela, Teresa Mendonça, Jorge S. Marques, A bag of features approach
for the classification of melanomas in dermoscopy images: the role of color and
texture descriptors, Computer Vision Techniques for the Diagnosis of Skin
Cancer, Springer, chapter 3, 49-70, 2014.
·
Pedro M. Morgado,
Margarida Silveira, Jorge S. Marques, Diagnosis of Alzheimer’s disease using 3D
Local Binary Patterns, Computer Methods in Biomechanics and Biomedical
Engineering Imaging & Visualization, Taylor & Francis, Vol. 1, 2-12,
2013.
·
J. M. Lourenço, J. M.
Lemos, J. S. Marques, Control of Neuromuscular blockade with Gaussian Process
Models, Biomedical Signal Processing and Control, Elsevier, Vol. 8, nº 3,
244-254, 2013.
·
Catarina Barata,
Jorge S. Marques, Jorge Rozeira, A System for the Detection of Pigment Network
in Dermoscopy Images Using Directional Filters, IEEE Transactions on Biomedical
Engineering, vol. 59, 2744 - 2754, 2012. ******
·
Margarida Silveira,
Jacinto 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 Journal of Selected Topics in
Signal Processing, special Issue on Digital Image Processing Techniques for
Oncology, Vol. 3, Number 1, pp. 25-35, 2009. ******
·
João M. Sanches,
Jacinto C. Nascimento, Jorge S. Marques, Medical Image Noise Reduction using
the Sylvester-Lyapunov Equation, IEEE Transactions on Image Processing, vol.
17, 1522-1539, September 2008. ******
·
Jacinto C.
Nascimento, Jorge S. Marques, Robust Shape Tracking with Multiple Models in Ultrasound
Images, IEEE Transactions on Image Processing, vol. 17, 392-406, March 2008. ******
·
João M. Sanches,
Jorge S. Marques, Compensation of Log-Compressed Images for 3D Ultrasound, Ultrasound
in Medicine and Biology, Vol. 29, No. 2, 247-261, February 2003.
·
João M. Sanches,
Jorge S. Marques, Joint image registration and volume reconstruction for 3D
ultrasound, Pattern Recognition Letters, Special Issue on Ultrasonic Image
Processing and Analysis, vol 24, 791-800, February 2003.
·
João M. Sanches,
Jorge S. Marques, A Multi-Scale Algorithm for Three Dimensional Free Hand
Ultrasound, Ultrasound in Medicine and Biology, Vol. 28, 1029-1040, August
2002.
·
João M. Sanches,
Jorge S. Marques, A Rayleigh Reconstruction/Interpolation Algorithm for 3D
Ultrasound, Pattern Recognition Letters, 21, 917-926, 2000.
·
Carlos Santiago,
Jacinto C. Nascimento, Jorge S. Marques, Combining an
Active Shape and Motion Models for object segmentation in Image Sequences, IEEE
Int. Conf. Image Processing, 3703-3707, Athens, Outubro 2018.
·
Catarina Barata,
Mário A.T. Figueiredo, M. Emre Celebi and Jorge S. Marques, Local features
applied to dermoscopy images: bag-of-features versus sparse coding, IAPR
Iberian Conference on Pattern Recognition and Image Analysis, 528-536, Faro
2017.
·
Catarina Barata, M.
Emre Celebi, Jorge S. Marques, Color detection in dermoscopy images based on
scarce annotations, IAPR Iberian Conference on Pattern Recognition and Image
Analysis, 309-316, Santiago de Compostela 2015.
·
Catarina Barata, M.
Emre Celebi, Jorge S. Marques, A clinically oriented
system for melanoma diagnosis using a color representation, International
Conference of the IEEE Engineering in Medicine and Biology Society, 7462-7465,
2015.
·
Catarina Barata, M.
Emre Celebi, Jorge S. Marques, Melanoma detection algorithm based on feature
fusion, International Conference of the IEEE Engineering in Medicine and
Biology Society, 2653-2656, 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,
International Conference of the IEEE Engineering in Medicine and Biology
Society, 7304-7307, 2015.
·
Catarina Barata,
Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques, Color identification
in dermoscopy images using Gaussian mixture models, IEEE International
Conference on Acoustics, Speech and Signal Processing, Florence, 2014.
·
Carlos Santiago,
Jacinto C. Nascimento, Jorge S. Marques, Non-rigid segmentation of the left
ventricle using robust active shape models, Conference on Articulated Motion
and Deformable Objects, Palma Mallorca, Julho 2014.
·
Catarina Barata, M.
Emre Celebi, Jorge S. Marques, Improving dermoscopy
image analysis using color constancy, IEEE International Conference on Image
Processing, 3527-3531, Paris, Outubro 2014.
·
Carlos Santiago,
Jorge S. Marques, Jacinto C. Nascimento, A robust deformable model for 3D Segmentation of the Left
Ventricle from Ultrasound Data, in
Mathematical Methodologies in Pattern Recognition and Machine Learning,
Springer Proceedings in Mathematics and Statistics, vol. 30, pp. 163-178, 2013.
·
Carlos Santiago,
Jacinto C. Nascimento, Jorge S. Marques, 3D Left Ventricular Segmentation in
Echocardiography using a Probabilistic Data Association Deformable Model, IEEE Int. Conf. on Image Processing (ICIP),
Melbourne, Australia, 2013.
·
Pedro M. Morgado,
Margarida Silveira, Jorge S. Marques, Extending Local Binary Patterns to 3D for
the Diagnosis of Alzheimer Disease, Internaitonal Symposium on Biomedical
Engineering, 117-120, São Francisco, April 2013.
·
Pedro M. Morgado,
Margarida Silveira, Jorge Marques, Efficient Selection of Non-Redundant
Features for the Diagnosis of Alzheimer’s Disease, IEEE International Symposium
on Biomedical Imaging, San Francisco, April 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, Iberian
Conference on Pattern Recognition and Image Analysis, 715-723, June 2013.
·
Margarida Ruela,
Catarina Barata, Teresa Mendonça, Jorge S. Marques, What is the Role of Color
in Dermoscopy Analysis?, Iberian Conference on Pattern Recognition and Image
Analysis, 819-826, June 2013.
·
Margarida Ruela,
Catarina Barata, Teresa Mendonça, Jorge S. Marques, What is the Role of Color Symmetry in the
Detection of Melanomas, International Symposium on Visual Computing,
International Symposium on Visual Computing, 1-10, Crete, July 2013.
·
Carlos Santiago,
Jacinto Nascimento, Jorge Marques, Performance Evaluation of Point Matching
Algorithms for Left Ventricle Motion Analysis in MRI, International Conference of the IEEE
Engineering in Medicine and Biology Society, Osaka, 2013.
·
Teresa Mendonça,
Pedro M. Ferreira, Jorge Marques, Andre R. S. Marcal, Jorge Rozeira PH2 - A
dermoscopic image database for research and benchmarking, International Conference of the IEEE
Engineering in Medicine and Biology Society, Osaka, 2013. (pdf)
·
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,
International Conference on Image Analysis and Recognition, Int. Conf. Image
Analysis and Recognition, 547-555, Junho 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, International Symposium on Visual Computing, 40-49, Crete, July 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, Trieste, Septemper, 2013.
·
Catarina Barata, Jorge S. Marques, Teresa Mendonça, On the Role of
Texture and Color in the Classification of Dermoscopy Images, International
Conference of the IEEE Engineering in Medicine and Biology Society, San Diego,
September 2012.
·
Catarina Barata, Jorge S. Marques, Jorge Rozeira, A System for the Automatic Detection of Pigment Network,
IEEE International Symposium
on Biomedical Imaging, Barcelona, May 2012.
·
Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento, Robust
Deformable Model for Segmenting The Left Ventricle in 3D Volumes of Ultrasound
Data, International Conference on Pattern Recognition Applications and Methods,
February 2012.
·
Eduardo Bicacro, Margarida Silveira, Jorge S. Marques, Alternative
feature selection methods in 3D brain image-based diagnosis of Alzheimer's
Disease, IEEE International Conference on Image Processing, Florida, USA, 2012.
·
Eduardo Bicacro, Margarida
Silveira, Jorge S. Marques, Durval C. Costa, 3D Brain Image-based diagnosis of
Alzheimer's Disease: Bringing medical vision into feature selection, IEEE
International Symposium on Biomedical Imaging, Barcelona, 134-137, Spain, 2012.
·
Catarina Barata, Jorge S. Marques, Jorge Rozeira, Detecting the Pigment
Network in Dermoscopy Images: a Directional Approach, International Conference
of the IEEE Engineering in Medicine and Biology Society, September 2011.
·
B. S. R. Amorim, T. Mendonca, A. R. S. Marcal, J. S.
Marques, J. Rozeira, Database implementation for clinical and computer assisted
diagnosis of dermoscopic images, Eccomas Thematic Conference on Computational
Vision and Medical Image Processing, October 2011.
·
Jacinto Nascimento, Jorge S. Marques, Improving the
Robustness of Gradient Vector Flow in Cluttered Images, IEEE International
Conference on Image Processing, Hong Kong, 2010.
·
Margarida Silveira, Jorge S. Marques, Boosting Alzheimer Disease
Diagnosis using PET images, International Conference on Pattern Recognition,
IAPR, Istambul, 2010.
·
Jacinto C. Nascimento, Jorge S. Marques, Improved Gradient Vector Flow
for Robust Shape Estimation in Medical Imaging, IEEE Engineering in Medicine
and Biology Society (EMBS), Buenos Aires, Agosto 2010.
·
João M. Lemos, Pedro S. Oliveira, Jorge S. Marques, Teresa F. Mendonça,
Clustering in Supervised Multi-Model Adaptive Control Applied to Neuromuscular
Blockade, IFAC Symposium on System Identification, Saint-Malo, Vol. 15, 2009.
·
Margarida Silveira, Jorge S. Marques, Level set segmentation of
dermoscopy images, IEEE International Symposium on Biomedical Imaging: From
Nano to Macro, May 14-17, Paris, France, 2008.
· Jacinto Nascimento, João M. Sanches, Jorge S. Marques, Tracking the left ventricle in ultrasound images based on total variation denoising, Iberian Conference on Pattern Recognition and Image Analysis, LNCS 4477, vol. 2, 628-635, June 2007.
·
João M. Sanches, Jacinto Nascimento, Jorge Marques, An Unified Framework
for Bayesian Denoising for Several Medical and Biological Imaging modalities,
29th Annual International Conference of the IEEE Engineering in Medicine and
Biology Society, Lyon, August 2007.
·
Margarida Silveira, Jacinto Nascimento, Jorge Marques, Automatic
segmentation of the lungs using robust level sets, 29th Annual International
Conference of the IEEE Engineering in Medicine and Biology Society, 4414-4417,
Lyon, August 2007.
·
Teresa Mendonça, Andre R. S. Marçal, Angela Vieira, Jacinto Nascimento,
Margarida Silveira, Jorge Marques, Jorge Rozeira, Comparison of Segmentation
Methods for Automatic Diagnosis of Dermoscopy Images, 29th Annual International
Conference of the IEEE Engineering in Medicine and Biology Society, Lyon,
August 2007.
·
João Sanches, Jorge S. Marques, Image Reconstruction using the Benford
Law, ICIP2006 - IEEE International Conference on Image Processing, Atlanta, USA
, 2006
·
João Sanches, Jorge S. Marques, Image denoising using the Lyapunov equation from
non-uniform samples, Int. Conference Image Analysis and Recognition, Springer,
LNCS, September 2006.
·
Margarida
Silveira, Jorge S. Marques, Automatic segmentation of the lungs using multiple
active contours and outlier model, IEEE EMBS Annual International Conference,
pp. 3122-3125, New York, USA, 2006.
·
Jacinto
Nascimento, João Sanches, Jorge S. Marques, A Method for the Dynamic Analysis
of the Heart Using a Lyapounov Based Denoising Algorithm, IEEE Engineering in
Medicine and Biology Society (EMBS), New York, USA, Aug., 2006.
·
João Sanches, Jorge S. Marques, Alignment by Reconstruction, 7th IEEE EMBS
International Summer School on Biomedical Imaging, Berder, France, 2006
·
João
Sanches, Jorge S. Marques, Reconstruction from Fluorescence Confocal Microscopy
Images, 7th IEEE EMBS International Summer School on Biomedical Imaging,
Berder, France, 2006
· João Sanches, José Bioucas- Dias, Jorge S. Marques, Minimum Total Variation in 3D Ultrasound Reconstruction, IEEE International Conference on Image Processing, 597-600, Genoa, September 2005.
·
João M. Sanches, Jorge S. Marques, A Fast MAP Algorithm Using High Order
Gibbs Priors, IEEE International
Conference on Acoustics, Speech and Signal Processing, Vol. 4, 453-456,
Philadelphia, March 18-23, 2005.
·
João M. Sanches and Jorge S. Marques, MAP signal reconstruction with non
regular grids, International Conference on Image Analysis
and Recognition, LNCS, vol. 3211, 204-211,
2004.
·
Jacinto Nascimento, Jorge S. Marques, João M. Sanches, Estimation of
Cardiac Phases in Echographic Images Using Multiple Models, IEEE Int. Conf.
Image Processing, Barcelona, September 2003.
·
João M. Sanches, Jorge S. Marques,
A MAP estimation algorithm using IIR recursive filters, Energy
Minimization Methods in Computer Vision and Pattern Recognition, Lecture Notes in Computer Science 2683, Springer, 436-449, July
2003.
·
João M. Sanches, Jorge S. Marques, A 3D Ultrasound System for Medical
Diagnosis, Pattern Recognition and Image Analysis, First Iberian Conference
IbPRIA 2003, 893-901, Springer Verlag LNCS 2652, June 2003.
·
João M. Sanches, Jorge S. Marques, A MAP IIR Filter for 3D Ultrasound, IEEE
International Conference on Image Processing, Rochester, 957-960, Vol. II, Set. 2002.
·
João M. Sanches, Jorge S. Marques, A 3D Ultrasound Algorithm with
Alignment and Nonlinearity Compensation, 2nd
Workshop on Pattern Recognition in Information, Systems, 156-172, Alicante, April 2002.
·
João Sanches, Jorge S. Marques, 3D Reconstruction from Log-Compressed
Rayleigh Images, IEEE International Conference on Image
Processing, Thessaloniki, 345-348,
October, 2001.
·
João Sanches, Jorge S. Marques, A Fast MAP Algorithm for 3D Ultrasound, Third
International Workshop on Energy Minimization Methods in Computer Vision and
Pattern Recognition, 63-74, September, 2001.
·
João M. Sanches, Jorge S. Marques, A Retrieval Algorithm for
Log-compressed Ultrasound Images,
Portuguese Conference on Pattern Recognition, Porto, 421-422, May 2000.
·
João M. Sanches, Jorge S. Marques, An Algorithm for 3D Ultrasound
Imaging, V Ibero American Symposium on Pattern
Recognition, Lisbon, 357-366,
September 2000.
·
João M. Sanches, Jorge S. Marques, Alignment-by-Reconstruction for
3D Ultrasound Imaging, International Conference
Pattern Recognition, vol. 3, 41-44, Barcelona, September 2000.
·
João Sanches, Jorge S. Marques, A Recursive Filter for 3D MAP
reconstruction, 12th Portuguese Conference on Pattern Recognition, Aveiro, July
2002.
·
Jacinto C. Nascimento, Miguel Barão,
Jorge S. Marques, João M. Lemos, An information geometric framework for the
optimization on a discrete probability spaces: Application to human trajectory
classification, Neurocomputing, Vol. 150, Part A, 155–162, Fevereiro 2015.
·
Ana Portêlo, Mário A. T. Figueiredo,
João M. Lemos, Jorge S. Marques, Moving horizon
estimation of pedestrian interactions using multiple velocity fields, Signal
Image and Video Processing, Springer, 1669-1677, 2015.
·
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 Transactions
on Multimedia, vol.16, no.1, pp.1-14, Jan. 2014.
·
Jacinto C. Nascimento, João M. Lemos,
Jorge S. Marques, Modeling and classifying human activities from trajectories
using a class of space-varying parametric motion fields, IEEE Transactions on
Image Processing, Vol. 22, 244-254, May 2013.
·
Jacinto C. Nascimento, Mário M. T.
Figueiredo, Jorge S. Marques, Activity Recognition Using Mixture of Vector
Fields, IEEE Transactions on Image Processing, Vol. 22, 1712-1725, May 2013.
·
Jacinto C. Nascimento, Mario A. T.
Figueiredo, Jorge S. Marques, Trajectory Classification Using Switched
Dynamical Hidden Markov Models, IEEE Transactions on Image Processing, vol. 19, no. 5,
pp. 1338-1348, 2010. ******
·
Jacinto C. Nascimento, Mario A. T.
Figueiredo, Jorge S. Marques, Independent Increment Processes for Human Motion
Recognition, Computer Vision and Image Understanding, 109, 126–138, 2008.
·
Jacinto C. Nascimento, Jorge S. Marques, Performance Evaluation of
Object Detection Algorithms for Video Surveillance, IEEE Transactions on
Multimedia, Vol. 8, No. 4, 761-774, August 2006.******
·
Pedro M. Jorge, Arnaldo J. Abrantes, J. M. Lemos, Jorge S. Marques, Long
Term Tracking of Pedestrians with Groups and Occlusions, in Bayesian Network
Technologies: Applications and Graphical Models, Chapter VIII, Ankush Mittal
and Dr. Ashraf Kassim (eds.), 2006.
·
Catarina Barata, Jacinto C. Nascimento, Jorge S. Marques, A sparse approach to pedestrian trajectory modeling using
multiple motion fields, IEEE International Conference on Image Processing,
Beijing, September 2017.
·
Miguel Barão, Jorge S. Marques, Gaussian random vector fields in
trajectory modelling, Irish Machine Vision and Image Processing Conference,
211-216, Maynooth, 2017.
·
Jorge S. Marques, António R. Moreira, João M. Lemos, Computing the
uncertainty of motion fields for human activity analysis, Irish Machine Vision
and Image Processing Conference, 155-162, Maynooth, 2017.
·
M.M. Marques, P. Dias, N. P. Santos, V. Lobo, R. Batista, D. Salgueiro,
A. Aguiar, J. Silva, A. Ferreira, J. Sousa, M. Nunes, E. Pereira, J. Morgado,
R. Ribeiro, J. Marques, A. Bernardino, M. Griné, M. Taiana, J. E. d. Silva and
A. Bernardino, Unmanned aircraft systems in maritime operations: challenges
addressed in the scope of the SEAGULL project, IEEE Oceans, Genova, 2015.
·
Jorge S. Marques, Alexandre Bernardino, Gonçalo Cruz, Maria Bento, An
algorithm for the detection of vessels in aerial images, IEEE International
Conference on Advanced Video and Signal-Based Surveillance, 295-300, Seoul,
Agosto 2014.
·
A. Portelo, R. Ribeiro, M. Figueiredo, J. M. Lemos, J. S. Marques, A
velocity field approach to the detection of pedestrian interactions,
Mediterranean Conference on Control and Automation, Creta, June 2013.
·
Jacinto C. Nascimento, Miguel Barão, João M. Lemos, Jorge S. Marques,
Efficient Optimization Algorithm for Space-Variant Switching of Vector Fields,
Iberian Conference on Pattern Recognition and Image Analysis, June 2013.
·
Ana Portelo, Sandra Pacheco, Mario A. T. Figueiredo, João M. Lemos,
Jorge S. Marques, Moving Horizon Estimation of Pedestrian Interactions Based on
Multiple Velocity Fields, International Symposium on Visual Computing, Crete,
July 2013.
·
Ricardo A. Ribeiro, João M. Lemos, Jorge S. Marques, A Multiple Velocity
Fields Approach to the Detection of Pedestrians Interactions using HMM and Data
Association Filters, International Symposium on Visual Computing, Crete, July
2013.
·
Jacinto C. Nascimento, Jorge S. Marques, João M. Lemos, A Class of Parametric Vector Fields for Human Activity
Recognition, IEEE International Conference on Image Processing, Orlando,
October 2012.
·
Jacinto C. Nascimento,
Jorge S. Marques, João M. Lemos, Flexible trajectory modeling using a mixture
of parametric motion fields for video surveillance, IEEE International
Conference on Image Processing, Brussels, September 2011.
·
Jacinto Nascimento,
Jorge S. Marques, Mário Figueiredo, Discriminative Model Selection Using a
Modified Bayesian Criterion: Application to Trajectory Modeling, IEEE
International Conference on Image Processing, Brussels, Brussels, September
2011.
·
Jorge S. Marques, João
M. Lemos, Mário A. T. Figueiredo, Jacinto C. Nascimento, Miguel Barão,
Trajectory Analysis Using Switched Motion Fields: a Parametric Approach, Iberian Conference on
Pattern Recognition and Image Analysis, Springer LNCS, June 2011.
·
Jacinto Nascimento,
Jorge S. Marques, Mário A. T. Figueiredo, Classification of
Complex Pedestrian Activities from Trajectories, IEEE International Conference
on Image Processing, Hong Kong, 2010.
·
Jacinto Nascimento,
Jorge S. Marques, Mário A. T. Figueiredo, Discriminative model
selection for object motion recognition, IEEE International Conference on Image
Processing, Hong Kong, 2010.
·
Miguel Barão, Jorge S. Marques, João M. Lemos, An Improved EM-method for
the Estimation of Transition Probabilities in Multiple Model Switching Systems,
8th IFAC Symposium on Nonlinear Control Systems, Bolonha, September 2010.
·
Jacinto C. Nascimento, Mario A. T. Figueiredo, Jorge S. Marques,
Trajectory analysis in natural images using mixtures of vector Fields, IEEE
International Conference on Image Processing, 4353-4356, Cairo, Egypt, 2009
·
Jacinto C. Nascimento, Mario A. T. Figueiredo, Jorge S. Marques,
Trajectory Modeling using Mixtures of Vector Fields Iberian Conference on
Pattern Recognition and Image Analysis, 40-47, Springer LNCS, June 2009.
·
Jacinto C. Nascimento, Mario A. T. Figueiredo, Jorge S. Marques,
Unsupervised Learning of Motion patterns using Generative Models, IEEE International Conference on Image
Processing, San Diego, Oct. 2008.
·
J. Nascimento, M. A. T. Figueiredo, J. S. Marques. Semi-supervised Learning of Switched
Dynamical Models for Classification of Human Activities in Surveillance
Applications, IEEE International Conference on Image Processing, 197-200, USA,
Sep., 2007.
·
Jacinto Nascimento, M. Figueiredo, Jorge S. Marques, On-line
Classification of Human Activities, Iberian Conference on Pattern Recognition
and Image Analysis, Pattern Recognition and Image Analysis, LNCS 4477, vol. 2,
444-451, June 2007.
·
Jacinto Nascimento, Mário Figueiredo, Jorge S. Marques, Recognition of
Human Activities Using Space Dependent Switched Dynamical Models, IEEE International Conference on Image
Processing, 852-855, Genoa, September 2005.
·
Pedro M. Jorge, Arnaldo J. Abrantes, Jorge S. Marques, Tracking with
Bayesian Networks. Extension to Arbitrary Topologies, IEEE International Conference on Image Processing, 402-405,
Genoa, September 2005.
·
Jacinto C. Nascimento, Mário A. T. Figueiredo, J. S. Marques, Segmentation and Classification of Human Activities, British
Machine Vision Conf., Int. Workshop on Human Activity Recognition and Modelling
- HAREM 2005, pp. 79-86, Oxford, UK, Sep. 2005.
·
Pedro M. Jorge, Arnaldo J. Abrantes, Jorge S. Marques, Estimation of the
Bayesian Network Architecture for Object Tracking in Video Sequences, ICPR,
vol. 2, 732-735, August 2004.
·
Pedro M. Jorge, Arnaldo J. Abrantes, Jorge S. Marques, On-line Tracking
Groups of Pedestrians with Bayesian Networks, Workshop
PETS, 65-72, Prage, May 2004.
·
Pedro M. Jorge, Arnaldo J. Abrantes, Jorge S. Marques, On-line Object
Tracking with Bayesian Networks, International
Workshop on Image Analysis for Multimedia Interactive Systems, Lisbon, April 2004.
·
R. J. Oliveira P. C. Ribeiro J. S. Marques J. M. Lemos, A Video System
for Urban Surveillance: Function Integration and Evaluation, International
Workshop on Image Analysis for Multimedia Interactive Systems, Lisbon, April 2004.
·
J. Nascimento, Jorge S. Marques, New Performance Evaluation Metrics for
Object Detection Algorithms, PETS ECCV, 6th International Workshop on Performance Evaluation for Tracking
and Surveillance, 7-14, Prage, May 2004.
·
Jorge S. Marques, Pedro M. Jorge, Arnaldo J. Abrantes, J. M. Lemos,
Tracking Groups of Pedestrians in Video Sequences, IEEE Workshop on
Multi-Object Tracking, Madison, June, 2003.
·
Rui M. Jesus, Arnaldo J. Abrantes, Jorge S. Marques, Tracking the Human
Body using Multiple Predictors, Second International Workshop on Articulated
Motion and Deformable Models, Maiorca,
Nov. 2002.
·
Pedro M. Jorge, Arnaldo J. Abrantes, Jorge S. Marques, Automatic
Tracking of Multiple Pedestrians with Group Formation and Occlusions,
International Conference on Visualization, Imaging and Image Processing,
613-618, Marbella, Spain, September, 2001.
·
Arnaldo J. Abrantes, Jorge S. Marques, João M. Lemos, Long Term Tracking
Using Bayesian Networks, IEEE International
Conference on Image Processing, Rochester, 609-612, vol. III, Set. 2002.
·
Jacinto C. Nascimento, Jorge G. Silva, Jorge S. Marques, João M. Lemos, Manifold
learning for object tracking with multiple nonlinear models, IEEE Transactions
on Image Processing, Vol. 23, 1593-1605, 2014.
·
Jorge G. Silva, Jorge S. Marques, João M. Lemos, Selecting
Landmarkpoints for Sparse manifold Learning, NIPS,
2005. ******
·
Jorge S. Marques, João M. Lemos, Arnaldo Abrantes, A HMM Approach to the
Estimation of Random Trajectories on Manifolds, Signal
Processing, Vol. 82, 1205-1214,
Set. 2002.
·
J. G. Silva, J. S. Marques, J. M. Lemos, Nonlinear Dimension Reduction
with Tangent Bundle Approximation, IEEE
International Conference on Acoustics, Speech and Signal Processing,
Philadelphia, March 18-23, 2005.
·
Jorge G. Silva, Jorge S. Marques, J. M. Lemos, Trajectory Tracking in
Manifolds with Tangent Bundle Approximation, 6th IFAC Symposium on Nonlinear
Control Systems, Stuttgart, September 2004.
·
Jorge G. Silva, Jorge S. Marques, João M. Lemos, A geometric approach to
motion tracking in manifolds, 13th IFAC Symposium on System Identification,
Rotterdam, June 2003.
·
João M. Lemos, Rui N. Silva, Jorge S. Marques, Adaptive Control of the
Ball and Beam Plant in the Presence of Sensor Measurement Outliers, American
Control Conference, 2002.
·
João M. Lemos, Rui N. Silva, Jorge S. Marques, Adaptive Control in the
Presence of Sensor Measurement Outliers, 10th
Mediterranean Conference on Control and Automation, Lisbon, July 2002.
·
J. M. Lemos, L. M. Rato and J. S. Marques (2000). Minimum variance control of time
varying systems based on hidden Markov models. Controlo’2000, Guimarães, Portugal.
·
J. G. Silva, J. S. Marques, J. M. Lemos (2000). Robust motion tracking on
one-dimensional manifolds. Controlo’2000, Guimarães, Portugal.
·
J. S. Marques, J. M. Lemos, J. G. Silva, Tracking Diffusions on
Manifolds: A Hidden Markov Model Approach, V Ibero
American Symposium on Pattern Recognition, 255-266, Lisbon, September 2000.
(only
a few representative papers on sinusoidal modelling of speech)
·
Jorge S. Marques, Arnaldo J.
Abrantes, Hybrid Harmonic Coding of Speech at Low Bit Rates, Speech
Communication, North-Holland, vol. 41, 231-247, June 1994.
·
Jorge S. Marques, Luis B. Almeida,
Frequency-Varying Sinusoidal Modeling of Speech, IEEE Transactions on
Acoustics, Speech and Signal Processing, vol. ASSP-37, 447-450, 1989.
·
Jorge S. Marques, Luis B. Almeida,
José M. Tribolet, Harmonic Coding at 4.8 Kbps, IEEE International Conference
Acoustic, Speech and Signal Processing, 17-20, Albuquerque, 1990. ******
·
Jorge S. Marques, Isabel M.
Trancoso, José M. Tribolet, Luis B. Almeida, Improved Pitch Prediction with
Fractional Delays, IEEE International Conference Acoustic, Speech and Signal
Processing, 665-668, Albuquerque, 1990. ******
·
Isabel M. Trancoso, Jorge S.
Marques, Carlos M. Ribeiro, Celp and Sinusoidal Coders: Two Solutions for
Speech Coding at 4.8-9.6 Kb/s, Speech Communication, 9, North-Holland, 9, 389-400,
1990.
·
Isabel M. Trancoso, Luis B. Almeida,
Joaquim S. Rodrigues, Jorge S. Marques, José M. Tribolet, Harmonic Coding -
State of the Art and Future Trends, Speech Communication, North-Holland, Vol.
7, 239-245, 1988.