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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.) |
. (******) most cited
papers
(mainly object tracking and robust
deformable models)
·
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, 2013.
·
Lourenço Bandeira,
Jorge S. Marques, José Saraiva, Pedro Pina, Advances in Automated Detection of Sand Dunes on
Mars, Earth Surface Processes and Landforms, 2012.
·
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. (******)
·
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.
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
Pedro 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 Processes, Biomedical
Signal Processing and Control, 244-254, May 2013.
·
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, chapter,
accepted, Springer, 2013.
·
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.
·
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. (pdf)
·
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. (pdf)
·
João
M. Sanches, Jorge S. Marques, A
Rayleigh Reconstruction/Interpolation Algorithm for 3D Ultrasound, Pattern
Recognition Letters, 21, 917-926, 2000.
· 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, 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, June
2013.
·
Pedro Morgado,
Margarida Silveira, Jorge Marques, Diagnosis of
Alzheimer’s Disease Using 3D Local Binary Patterns, IEEE International
Symposium on Biomedical Imaging, San Francisco, April 2013.
·
Pedro Morgado,
Margarida Silveira, Jorge Marques, Efficient
Selection of Non-Rdundant Features for the Diagnosis
of Alzheimer’s Disease, IEEE International Symposium on Biomedical Imaging, San
Francisco, April 2013.
·
Carlos Santiago, Jacinto Nascimento, Jorge
Marques, Performance Evaluation of Point Matching Algorithms for Left Ventricle
Motion Analysis in MRI, IEEE EMBC, Osaka, 2013.
·
Teresa Mendonça, Pedro M. Ferreira, Jorge Marques, Andre R. S. Marcal, Jorge
Rozeira PH2 - A dermoscopic image database for research and benchmarking, IEEE
EMBC, Osaka, 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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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.
·
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.
·
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, 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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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. (pdf)
·
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.