Catarina Barata

Catarina Barata

Ph.D. Students

Position: Ph.D. Student

Computer and Robot Vision Lab (VisLab)

tp.aobsilu.ocincet@atarab.ogladif.c.ana

Phone :+351-218418270

Office: 6.14

Current Projects

Acronym Name Funding Dates
SPARSIS Sparse Modeling and Estimation of Motion Fields FCT 2016-07|2019-06

Closed Projects

Acronym Name Funding Dates
ADDI Automatic Computer-based Diagnosis System for Dermoscopy Images FCT 2010-01|2013-09

Journal Papers

[1] Catarina Barata, M. E. Celebi, Jorge S. Marques, Development of Clinically Oriented System for Melanoma Diagnosis, Pattern Recognition, Vol. 69, pp. 270-285, September, 2017
[2] M. Ruela, Catarina Barata, Jorge S. Marques, J. 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, Vol. 5, Issue 2, pp. 127-137, May, 2017
[3] 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 (CVIU), Vol. 151, Issue C, pp. 124–137, October, 2016
[4] Catarina Barata, M. Celebi, Jorge S. Marques, Improving Dermoscopy Image Classification Using Color Constancy, IEEE Journal of Biomedical and Health Informatics, Vol. 19, Issue 3, pp. 1146 - 1152, May, 2015
[5] Catarina Barata, M. Ruela, M. Francisco, T. Mendonca, Jorge S. Marques, Two Systems for the Detection of Melanomas in Dermoscopy Images using Texture and Color Features, IEEE Systems Journal, Vol. 8, Issue 3, July 2013, pp. 965 - 979 , 2013 - PDF
[6] Catarina Barata, Jorge S. Marques, J. 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

Book Chapters

[7] T. Mendonca, P. M. Ferreira, A. R. Marcal, Catarina Barata, Jorge S. Marques, J. Rocha, J. Rozeira, PH2 – A Public Database for the Analysis of Dermocopic Images, in Dermoscopy Image Analysis, M. Celebi, T. Mendonca & Jorge S. Marques (Eds.), CRC Press, 2015
[8] Catarina Barata, M. Celebi, Jorge S. Marques, Towards a Robust Analysis of Dermoscopy Images Acquired under Different Conditions, in Dermoscopy Image Analysis, M. Celebi, T. Mendonca & Jorge S. Marques (Eds.), CRC Press, 2015
[9] Catarina Barata, M. Ruela, T. Mendonca, 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 - PDF

Conference Papers

[10] Catarina Barata, Jacinto Nascimento, Jorge S. Marques, A Sparse Approach to Pedestrian Trajectory Modeling using Multiple Motion Fields, Proc. of ICIP 2017 - IEEE International Conference on Image Processing, Beijing, China, 2017
[11] Catarina Barata, M. A. T. Figueiredo, M. E. Celebi, Jorge S. Marques, Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding, Proc. of IbPRIA 2017 - 8th Iberian Conference on Pattern Recognition and Image Analysis Faro, Portugal, 2017
[12] Catarina Barata, M. E. Celebi, Jorge S. Marques, A System for the Analysis of Dermoscopy Images Using Weak Annotations, Proc. of RecPad 2016 - 22nd edition of the Portuguese Conference on Pattern Recognition, Aveiro, Portugal, 2016 - PDF
[13] Catarina Barata, M. E. Celebi, Jorge S. Marques, A Clinically Oriented System for Melanoma Diagnosis Using a Color Representation, Proc. of EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015
[14] Catarina Barata, M. Celebi, Jorge S. Marques, Melanoma detection algorithm based on feature fusion, Proc. of EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015
[15] Catarina Barata, M. Celebi, Jorge S. Marques, Improving Dermoscopy Image Analysis Using Color Constancy, Proc. of ICIP 2014 - IEEE International Conference on Image Processing, Paris, France, 2014 - PDF
[16] Catarina Barata, M. Figueiredo, M. Celebi, Jorge S. Marques, Color Identification in Dermoscopy Images using Gaussian Mixture Models, Proc. of ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, 2014 - PDF
[17] M. Ruela, Catarina Barata, T. Mendonca, Jorge S. Marques, On the role of shape in the detection of melanomas, Proc. of ISPA 2013 - IEEE International Symposium on Image and Signal Processing and Analysis, Trieste, Italy, 2013 - PDF
[18] Ana Ruela, M. Ruela, Catarina Barata, T. Mendonca, Jorge S. Marques, What is the Role of Color in Dermoscopy Analysis?, Proc. of IbPRIA 2013 - 6th Iberian Conference on Pattern Recognition and Image Analysis, Madeira, Portugal, pp. 819-826, 2013
[19] Catarina Barata, Jorge S. Marques, T. Mendonca, Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images using Color and Texture Descriptors, Proc. of ICIAR 2013 - 11th International Conference on Image Analysis and Recognition, Povoa de Varzim, Portugal, pp. 547-555, 2013
[20] Catarina Barata, Jorge S. Marques, J. Rozeira, Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model, Proc. of ISVC 2013 - 9th International Symposium on Visual Computing, Crete, Greece, pp. 40-49, 2013
[21] M. Ruela, Catarina Barata, Jorge S. Marques, What is the Role of Color Symmetry in the Detection of Melanomas?, Proc. of ISVC 2013 - 9th International Symposium on Visual Computing, Crete, Greece, pp. 1-10, 2013
[22] Catarina Barata, Jorge S. Marques, M. E. Celebi, Towards an Automatic Bag-of-Features Model for the Classification of Dermoscopy Images: The Influence of Segmentation, Proc. of ISPA 2013 - 8th International Symposium on Image and Signal Processing and Analysis, Trieste, Italy, pp. 274-279, 2013
[23] Catarina Barata, Jorge S. Marques, J. Rozeira, The Role of Keypoint Sampling on the Classication of Melanomas in Dermoscopy Images Using Bag-of-Features, Proc. of IbPRIA 2013 - 6th Iberian Conference on Pattern Recognition and Image Analysis, Madeira, Portugal, pp. 715-723, 2013
[24] Jorge S. Marques, Catarina Barata, T. Mendonca, On the role of texture and color in the classification of dermoscopy images, Proc. of EMBC 2012 - 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, CA, USA, pp. 44024405, 2012
[25] Catarina Barata, Jorge S. Marques, J. Rozeira, A system for the automatic detection of pigment network, Proc. of ISBI 2012 - IEEE International Symposium on Biomedical Imaging, Barcelona, Spain, pp. 16511654, 2012

PhD Theses

[26] Catarina Barata, Automatic Detection of Melanomas Using Dermoscopy Images, Ph.D. Thesis, Instituto Superior Tecnico, Universidade de Lisboa, April, 2017
[1] Catarina Barata, M. E. Celebi, Jorge S. Marques, Development of Clinically Oriented System for Melanoma Diagnosis, Pattern Recognition, Vol. 69, pp. 270-285, September, 2017
[2] M. Ruela, Catarina Barata, Jorge S. Marques, J. 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, Vol. 5, Issue 2, pp. 127-137, May, 2017
[3] 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 (CVIU), Vol. 151, Issue C, pp. 124–137, October, 2016
[4] Catarina Barata, M. Celebi, Jorge S. Marques, Improving Dermoscopy Image Classification Using Color Constancy, IEEE Journal of Biomedical and Health Informatics, Vol. 19, Issue 3, pp. 1146 - 1152, May, 2015
[5] Catarina Barata, M. Ruela, M. Francisco, T. Mendonca, Jorge S. Marques, Two Systems for the Detection of Melanomas in Dermoscopy Images using Texture and Color Features, IEEE Systems Journal, Vol. 8, Issue 3, July 2013, pp. 965 - 979 , 2013 - PDF
[6] Catarina Barata, Jorge S. Marques, J. 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
[1] T. Mendonca, P. M. Ferreira, A. R. Marcal, Catarina Barata, Jorge S. Marques, J. Rocha, J. Rozeira, PH2 – A Public Database for the Analysis of Dermocopic Images, in Dermoscopy Image Analysis, M. Celebi, T. Mendonca & Jorge S. Marques (Eds.), CRC Press, 2015
[2] Catarina Barata, M. Celebi, Jorge S. Marques, Towards a Robust Analysis of Dermoscopy Images Acquired under Different Conditions, in Dermoscopy Image Analysis, M. Celebi, T. Mendonca & Jorge S. Marques (Eds.), CRC Press, 2015
[3] Catarina Barata, M. Ruela, T. Mendonca, 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 - PDF
[1] Catarina Barata, Jacinto Nascimento, Jorge S. Marques, A Sparse Approach to Pedestrian Trajectory Modeling using Multiple Motion Fields, Proc. of ICIP 2017 - IEEE International Conference on Image Processing, Beijing, China, 2017
[2] Catarina Barata, M. A. T. Figueiredo, M. E. Celebi, Jorge S. Marques, Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding, Proc. of IbPRIA 2017 - 8th Iberian Conference on Pattern Recognition and Image Analysis Faro, Portugal, 2017
[3] Catarina Barata, M. E. Celebi, Jorge S. Marques, A System for the Analysis of Dermoscopy Images Using Weak Annotations, Proc. of RecPad 2016 - 22nd edition of the Portuguese Conference on Pattern Recognition, Aveiro, Portugal, 2016 - PDF
[4] Catarina Barata, M. E. Celebi, Jorge S. Marques, A Clinically Oriented System for Melanoma Diagnosis Using a Color Representation, Proc. of EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015
[5] Catarina Barata, M. Celebi, Jorge S. Marques, Melanoma detection algorithm based on feature fusion, Proc. of EMBC 2015 - 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milano, Italy, 2015
[6] Catarina Barata, M. Celebi, Jorge S. Marques, Improving Dermoscopy Image Analysis Using Color Constancy, Proc. of ICIP 2014 - IEEE International Conference on Image Processing, Paris, France, 2014 - PDF
[7] Catarina Barata, M. Figueiredo, M. Celebi, Jorge S. Marques, Color Identification in Dermoscopy Images using Gaussian Mixture Models, Proc. of ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, 2014 - PDF
[8] M. Ruela, Catarina Barata, T. Mendonca, Jorge S. Marques, On the role of shape in the detection of melanomas, Proc. of ISPA 2013 - IEEE International Symposium on Image and Signal Processing and Analysis, Trieste, Italy, 2013 - PDF
[9] Ana Ruela, M. Ruela, Catarina Barata, T. Mendonca, Jorge S. Marques, What is the Role of Color in Dermoscopy Analysis?, Proc. of IbPRIA 2013 - 6th Iberian Conference on Pattern Recognition and Image Analysis, Madeira, Portugal, pp. 819-826, 2013
[10] Catarina Barata, Jorge S. Marques, T. Mendonca, Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images using Color and Texture Descriptors, Proc. of ICIAR 2013 - 11th International Conference on Image Analysis and Recognition, Povoa de Varzim, Portugal, pp. 547-555, 2013
[11] Catarina Barata, Jorge S. Marques, J. Rozeira, Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model, Proc. of ISVC 2013 - 9th International Symposium on Visual Computing, Crete, Greece, pp. 40-49, 2013
[12] M. Ruela, Catarina Barata, Jorge S. Marques, What is the Role of Color Symmetry in the Detection of Melanomas?, Proc. of ISVC 2013 - 9th International Symposium on Visual Computing, Crete, Greece, pp. 1-10, 2013
[13] Catarina Barata, Jorge S. Marques, M. E. Celebi, Towards an Automatic Bag-of-Features Model for the Classification of Dermoscopy Images: The Influence of Segmentation, Proc. of ISPA 2013 - 8th International Symposium on Image and Signal Processing and Analysis, Trieste, Italy, pp. 274-279, 2013
[14] Catarina Barata, Jorge S. Marques, J. Rozeira, The Role of Keypoint Sampling on the Classication of Melanomas in Dermoscopy Images Using Bag-of-Features, Proc. of IbPRIA 2013 - 6th Iberian Conference on Pattern Recognition and Image Analysis, Madeira, Portugal, pp. 715-723, 2013
[15] Jorge S. Marques, Catarina Barata, T. Mendonca, On the role of texture and color in the classification of dermoscopy images, Proc. of EMBC 2012 - 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, San Diego, CA, USA, pp. 44024405, 2012
[16] Catarina Barata, Jorge S. Marques, J. Rozeira, A system for the automatic detection of pigment network, Proc. of ISBI 2012 - IEEE International Symposium on Biomedical Imaging, Barcelona, Spain, pp. 16511654, 2012
[1] Catarina Barata, Automatic Detection of Melanomas Using Dermoscopy Images, Ph.D. Thesis, Instituto Superior Tecnico, Universidade de Lisboa, April, 2017

In the same group

João Abrantes
João Avelino
Catarina Barata
Alexandre Bernardino
Heitor Cardoso
Nino Cauli
Bruno Damas
Atabak Dehban
Rui Figueiredo
José Gaspar
Lorenzo Jamone
Manuel Lopes
Plinio Moreno
Luka Lukić
Jorge S. Marques
João Martins
Nuno Barroso Monteiro
Luis Montesano
Nuno Moutinho
Mehmet Mutlu
Athira Nambiar
Ricardo Nunes
Mirko Rakovic
Ricardo Ribeiro
David Ribeiro
Giampiero Salvi
José Santos-Victor
Giovanni Saponaro
Sofija Spasojevic
Pedro Vicente