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Publications |
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International Journals ·
A. Portelo, A. P. Aguiar, J. M. Lemos, Multi-agent Detection and Labelling of Activity
Patterns, SIVIP, submetido, 2019. ·
A. Nambiar, A. Bernardino, J. Nascimento,
“Gait-based Person Re-identification: a
Survey”, ACM Computing Surveys, vol 52, 33,
2019. pdf file
·
C. Barata, M.E. Celebi, J. S.
Marques, ”A Survey of Feature Extraction in Dermoscopy Image Analysis of Skin Cancer”, IEEE
Journal of Biomedical and Health Informatics, vol. 23, 1096-1109, 2019. pdf file ·
R.
Ribeiro, G. Cruz, J. Matos, A. Bernardino, “A Dataset for Airborne
Maritime Surveillance Environments”, IEEE Transactions on Circuits and
Systems for Video Technology, 2018. pdf file ·
C.
Santiago, J. C. Nascimento, J. S. Marques,
“Fast segmentation of the left ventricle in cardiac MRI using dynamic
programming”, Computer methods and programs in biomedicine, 9-23, 2018. pdf file ·
J. Henriques, J. M. Lemos, L. Eça, L. Gato, A. Falcão, “A high-order Discontinuous Galerkin Method with Mesh Refinement for Optimal
Control”, Automatica, 70-82, Novembro 2017. pdf file ·
J. C.
Nascimento, G. Carneiro,
"Deep Learning on Sparse Manifolds for Faster Object Segmentation",
IEEE Trans. on Image Processing, 4978-4990, Outubro
2017. pdf file ·
C. Barata, M. Emre Celebi, J. S. Marques, “Development of Clinically
Oriented System for Melanoma Diagnosis”, Pattern Recognition, 270-285,
September 2017. pdf file ·
C. Barata, M. Emre Celebi, J. S. Marques, J. Rozeira,
“Clinically inspired analysis of dermoscopy
images using a generative model”, Computer Vision and Image
Understanding, 124-137, October 2016. pdf file International Conferences ·
C. Barata, M. A. T. Figueiredo, J.
S. Marques, Multiple Motion Fields for Multiple Types of Agents, IEEE International
Conference on Image Processing, Setembro 2019. pdf file ·
C. Barata, M. Emre Celebi, J. S. Marques, Deep Attention Model for the
Hierarchical Diagnosis of Skin Lesions, IEEE International Conference on
Computer Vision and Pattern Recognition, ISIC Skin Image Analysis Workshop,
2019. pdf file ·
Ana Portelo, A. Cavallaro, C. Barata, J. S. Marques, Description and Recognition of
Activity Patterns Using Sparse Vector Fields, Iberian Conference on Pattern
Recognition and Image Analysis, 2019. pdf file ·
B.
Ferreira, C. Barata, J. S. Marques, What is the
Role of Annotations in the Detection of Dermoscopic
Structures?, Iberian Conference on Pattern
Recognition and Image Analysis, 2019. pdf file ·
P. Pina, F. Pereira, J. S. Marques and S. Heleno, Detection of stone circles in periglacial regions
of Antarctica in UAV datasets, Iberian Conference on Pattern Recognition,
Image Analysis, 2019. pdf file · J. M. Lemos, J. Girão, A. S. Silva, J. S. Marques, "The Fokker-Planck Equation in Estimation and Control", 3rd IFAC Workshop on Thermodynamic Foundations for a Mathematical Systems Theory, Julho 2019. pdf file ·
C. Barata, J. C. Nascimento, J. S.
Marques, Multiple Agents Representation Using Motion Fields, IEEE Int.
Conference on Acoustics, Speech and Signal Processing, 2007-2011, May 2019. pdf file ·
C. Barata, J. S. Marques, Deep Learning for Skin Cancer
Diagnosis with Hierarchical Architectures, IEEE International Symposium on Biomedical
Imaging, April 2019. pdf file ·
C. Barata, J. M. Lemos, J. S.
Marques, Estimation of Space-Varying Covariance Matrices, IEEE Int. Conf.
Image Processing, 4003-4007, Athens, Outubro 2018. pdf file ·
C.
Santiago, J. C. Nascimento, J. 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. pdf file ·
C. Barata, J. C. Nascimento, J. S.
Marques, Improving a Switched Vector Field Model for Pedestrian Motion
Analysis Advanced Concepts for Intelligent Vision Systems. 2018. pdf file ·
A. Portêlo, J. S. Marques, C. Barata,, João M. Lemos,
Distributed estimation of vector fields, Advanced Concepts for Intelligent
Vision Systems, 2018. pdf file ·
M. Barão, J. S. Marques, Gaussian Random Vector
Fields in Trajectory Modelling, IMVIP, Maynooth, Setembro 2017. pdf file ·
J. S.
Marques, A. R. Moreira, J. M. Lemos, Computing the
Uncertainty of Motion Fields for Human Activity Analysis, IMVIP, Maynooth, Setembro 2017. pdf file ·
S.
Costa, J. M. Igreja, J. P. Mota,
J. M. Lemos, Nonlinear Control for
Infinite-Dimensional Process Systems: Fault-Tolerant Distributed Application
for Heat Exchangers, IFAC World Congress, Toulouse, Julho
2017. ·
C. Barata, J. C. Nascimento, J. S.
Marques, “A Sparse Approach to Pedestrian Trajectory Modeling using
Multiple Motion Fields”, IEEE Int. Conf. Image Processing, Beijing,
September 2017. pdf file ·
C.
Santiago, J. C. Nascimento, J. S. Marques,
“Fast and accurate segmentation of the LV in MR volumes using a
deformable model with dynamic programming”, IEEE Int. Conf. Image
Processing, Beijing, September 2017. pdf file ·
R. Brás e J. M. Lemos,
Recursive Sparse Identification for Adaptive Control. MED 2017, Int. Conf on Automation and Control, Malta, 2017. ·
C. Barata, M. A.T. Figueiredo, M. Emre Celebi, J. S. Marques,
“Local Features Applied to Dermoscopy Images:
Bag-of-Features versus Sparse Coding”, Iberian Conference on Pattern
Recognition and Image Analysis (IbPRIA), Faro 2017. pdf file ·
M. A.
T. Figueiredo, Synthesis versus Analysis in
Patch-Based Image Priors, IEEE Int. Conf. Speech, Signal Processing, New
Orleans, 2017. pdf file ·
T. J.
P. Pires, M. A. T. Figueiredo,
“Shape-based Trajectory Clustering”, International Conference on
Pattern Recognition Applications and Methods (ICPRAM), Porto 2017. pdf file ·
J.
Matos, A. Bernardino, Ricardo Ribeiro, “Robust Tracking of Vessels in
Oceanographic Airborne Images”, IEEE OCEANS, Monterey 2016. pdf file National
conferences ·
J. M.
Lemos. Optimal Control Applications for the Clean Skjy initiative. EPCO 2018, Universidade
de Coimbra, 2018. ·
M. Barão, J. S. Marques, Clustering of Gaussian
Random Vector Fields in Multiple Trajectory Modelling. Controlo
2018, Ponta Delgada, Açores. 2018. pdf file PhD thesis ·
Athira Nambiar, “Towards
automatic long term Person Re-identification System
in video surveillance”, September 2017. Supervisors: Profs. Alexandre
Bernardino, Jacinto Narcimento, José
Santos-Victor. ·
Catarina
Barata, “Automatic Detection of Melanomas
Using Dermoscopy Images”, April 2017.
Supervisors: Profs. J. S. Marques, M. Emre Celebi. APRP Best Thesis Award pdf file ·
Carlos
Santiago, Segmentation of the Left Ventricle in Cardiac MRI, April 2017.
Supervisors: Profs. J. Nascimento, J. S. Marques. pdf file MSc thesis ·
Telmo Pires, “Shape-based
Trajectory Clustering”, MSc thesis, IST, October 2016. Supervisor: Prof. M. A. T. Figueiredo, Luis Vidigal Award 2016, ex-aequo. pdf file ·
Samuel
Balula, “Nonlinear control of an inverted pendulum”,
MSc thesis, IST, October 2016. Supervisor: Prof. J. M. Lemos,
Luis Vidigal Award
2016, ex-aequo and APCA 2018 - Best MSc Thesis Award. pdf file ·
David
Carvalho, Adaptive Prediction for Target Tracking
Using Switching ARMA Models, November 2018. Supervisors: Profs. J. M. Lemos, J.S. Marques. pdf file ·
Tomás Cardoso, Skin Cancer Detection using Sparse Coding,
MSc thesis, IST, May 2019. Supervisor: Dr. C. Barata,
Prof. J.S. Marques. pdf file ·
Joana
Garcia Baleiras, Detecção
de Melanoma usando Métodos
de Aprendizagem Profunda,
MSc thesis, IST, IST, June 2019. Supervisor: Dr. C. Barata,
Prof. J.S. Marques. pdf file ·
João Girão, Predição Adaptativa
de Alvos em Imagens com Modelos Esparsos, MSc thesis, IST, June 2019. Supervisor:
Prof. J.M. Lemos, J.S. Marques. pdf file ·
José
Madureira, Agrupamento de
trajectórias de peões,
MSc thesis, IST, June 2019. Supervisor: A. Bernardino, J.S. Marques. pdf file ·
Pedro
Abreu, Augmentation of Two-stream CNN architectures with context and
attention for action detection and recognition, November 2018. Supervisor: A.
Bernardino. ·
Francisco
Lourenço, Camera Network Topology Estimation
Using Sparse Methods, November 2018, Supervisors: A. Bernardino, J. S.
Marques ·
Bárbara Ferreira,
Deteção de Estruturas Dermatoscópicas: Métodos
Supervisionados e Fracamente Supervisionados, MSc thesis, IST, November 2018.
Supervisor: Dr. C. Barata, Prof. J.S. Marques. pdf file ·
Pedro
Sousa, Pigment Network Detection in Dermoscopy
Images using Deep Learning, MSc thesis, IST, November 2018. Supervisor: Dr.
C. Barata, Prof. J.S. Marques. pdf file ·
John Batabat, Sparse Predictive Control for Vehicle Motion,
MSc thesis, IST, September 2018. Supervisor: Prof. J. M. Lemos, pdf file ·
Rui Brás, Adaptive
Control with Sparse Models, ”, MSc thesis, IST,
November, 2017. Supervisor: Prof. J. M. Lemos. pdf file ·
Isabel Silva,
“Estimação de Topologia de uma Rede de Câmaras
Usando Métodos Esparsos”, MSc thesis, IST, November, 2017.
Supervisor: Prof. A. Bernardino, J. S. Marques. pdf file ·
Jorge
Matos, “Robust Tracking of Vessels in Oceanographic Airborne
Images”, MSc thesis, IST, October 2016. Supervisor: Prof. A.
Bernardino. pdf file ·
João Fontes,
“Detecção de Fugas em Redes de Distribuição
de Água”, MSc thesis, IST, October 2016. Supervisor: Prof. J. M.
Lemos. pdf file ·
Sofia
Silva, “Prediction of Electrical Energy Consumption at IST”, MSc
thesis, IST, October 2016. Supervisor: Prof. J. M. Lemos.
pdf file ·
Tiago
Ricardo, “Distributed
Adaptive Control of a Water Delivery Canal”, MSc thesis, IST, October
2016. Supervisor: Prof. J. M. Lemos. pdf file Technical Reports ·
A. Portelo, Distributed estimation of multiple vector fields
from target trajectories, INESC-ID technical report, 2019. pdf file ·
C. Barata, M. A. T. Figueiredo, J.
S. Marques, “Hierarchical Motion Fields”, technical report,
ISR/IT, 2019. pdf file ·
C. Barata, J. M. Lemos, J. S.
Marques, “Space-varying Covariance Matrices”, technical report,
ISR/INESC-ID, 2018. pdf file |
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