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2013 papers |
Two Systems for the Detection of Melanomas in Dermoscopy Images using Texture and Color Features
IEEE Systems Journal, vol.PP, no. 99, pp. 1-15, 2013
Catarina Barata, Margarida Ruela, Mariana Francisco, Teresa Mendonça, Jorge S. Marques
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BibtexTowards 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, M. Emre Celebi
Evaluation of Color Based Keypoints and Features for the Classification of Melanomas Using the Bag-of-Features Model
Int. Symposium on Visual Computing, Crete, July, 2013
Catarina Barata, Jorge S. Marques, Jorge Rozeira
What is the Role of Color Symmetry in the Detection of Melanomas?
Int. Symposium on Visual Computing, Crete, July, 2013
Margarida Ruela, Catarina Barata, 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, Springer, 2013
Catarina Barata, Margarida Ruela, Teresa Mendonça, Jorge S. Marques
(accepted)
Color-based Dermoscopy Classification of Cutaneous Lesions: an alternative Approach
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2013
Cátia S. P. Silva, André R. S. Marcal
(accepted)
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, Springer, pp 547-555, 2013
Catarina Barata, Jorge S. Marques, Teresa Mendonça
PH² - A dermoscopic image database for research and benchmarking
IEEE EMBC, Osaka, 2013
Teresa Mendonça, Pedro M. Ferreira, Jorge Marques, Andre R. S. Marcal, Jorge Rozeira
The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features
Pattern Recognition and Image Analysis, Lecture Notes in Computer Science, vol. 7887, pp. 715-723, 2013
Catarina Barata, Jorge S. Marques, Jorge Rozeira
A Wide Spread of Algorithms for Automatic Segmentation of Dermoscopic Images
Pattern Recognition and Image Analysis, Lecture Notes in Computer Science, vol. 7887, pp. 592-599, 2013
Pedro M. Ferreira, Teresa Mendonça, Paula Rocha
What Is the Role of Color in Dermoscopy Analysis?
Pattern Recognition and Image Analysis, Lecture Notes in Computer Science, vol. 7887, pp. 819-826 , 2013
Margarida Ruela, Catarina Barata, Teresa Mendonça, Jorge S. Marques
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2012 papers |
A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters
IEEE Transactions on Biomedical Engineering, 2012
Catarina Barata, Jorge S. Marques, Jorge Rozeira
Evaluation of the Menzies method potential for automatic dermoscopic image analysis
CompIMAGE, 2012
André R. S. Marcal, Teresa Mendonca, Cátia S. P. Silva, Marta A. Pereira, Jorge Rozeira
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
Jorge S. Marques, Catarina Barata, Teresa Mendonça
Hair detection in dermoscopic images using Percolation
34th IEEE EMBS Annual International Conference, San Diego, USA, 2012
Ana Afonso, Margarida Silveira
Separability analysis of color classes on dermoscopic images
ICIAR, 2012
Cátia S. P. Silva, André R. S. Marcal, Marta Pereira, Teresa Mendonça, and Jorge Rozeira
An annotation tool for dermoscopic image segmentation
Proc. of the First International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications: VIGTA, Maio, 2012
Pedro M. Ferreira, T. Mendonça, P. Rocha, J. Rozeira
A System for the Automatic Detection of Pigment Network
IEEE International Symposium on Biomedical Imaging, Maio, 2012
Catarina Barata, Jorge S. Marques, Jorge Rozeira
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2011 papers |
Detecting the pigmented network in dermoscopy images: a directional approach
RecPad, Porto, Portugal, 2011
C. Barata, J.S. Marques, J. Rozeira
An interactive Matlab® interface for manual dermoscopic image analysis
RecPad, Porto, Portugal, 2011
P.M. Ferreira, T. Mendonça, P. Rocha, J. Rozeira
Detecting the Pigment Network in Dermoscopy Images: A directional approach
IEEE EMBC, 2011
C. Barata, J. S. Marques, J. Rozeira
A new interface for manual segmentation of dermoscopic images
VipImage, Olhão, Portugal, 2011
P.M. Ferreira , T. Mendonça , P. Rocha , J. Rozeira
Database implementation for clinical and computer assisted diagnosis of dermoscopic images
VipImage, Olhão, Portugal, 2011
Bárbara Amorim, André Marçal, Teresa Mendonça, Jorge S. Marques, Jorge Rozeira
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2009 papers |
Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images
IEEE Journal of Selected Topics in Signal Processing, vol. 3, no. 1, pp. 35-45, 2009
Margarida Silveira, Jacinto C. Nascimento, Jorge S. Marques, André R. S. Marçal, Teresa Mendonça, Syogo Yamauchi, Junji Maeda, Jorge Rozeira
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2008 papers |
Level Set Segmentation of Dermoscopy Images
IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Paris, France, 2008
Margarida Silveira, Jorge S. Marques
Perceptual Image Segmentation Using Fuzzy-Based Hierarchical Algorithm and Its Application to Dermoscopy Images
Proceedings of the IEEE Conference on Soft Computing in Industrial Applications, pp. 66-71, Japan, 2008
J. Maeda, A. Kawano, S. Yamauchi, Y. Suzuki, A.R.S. Marçal, T. Mendonça
Level Set Segmentation with Outlier Rejection
IEEE International Conference on Image Processing, San Diego, 2008
Margarida Silveira, Jacinto Nascimento, Jorge Marques
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2007 papers |
Comparison of Segmentation Methods for Automatic Diagnosis of Dermoscopy Images
Proceedings of the 29th Annual International Conference of the IEEE EMBS, pp. 6572-6575, 2007
Teresa Mendonça, André R.S. Marçal, Angela Vieira, Jacinto C. Nascimento, Margarida Silveira, Jorge S. Marques, Jorge Rozeira
Automatic analysis of dermoscopy images A review
Computational Modelling of Objects Represented in Images, edited by Joao Manuel R.S. Tavares & R.M. Natal Jorge, Taylor & Francis, pp. 281-287, 2007
T. Mendonça, A.R.S. Marçal, A. Vieira, L. Lacerda, C. Caridade, J. Rozeira
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2003 papers |
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