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Catarina Barata
Catarina Barata
Institute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ Lisboa
Verified email at tecnico.ulisboa.pt - Homepage
Title
Cited by
Cited by
Year
Two systems for the detection of melanomas in dermoscopy images using texture and color features
C Barata, M Ruela, M Francisco, T Mendonça, JS Marques
IEEE Systems Journal 8 (3), 965-979, 2014
3812014
Improving dermoscopy image classification using color constancy
C Barata, ME Celebi, JS Marques
IEEE journal of biomedical and health informatics 19 (3), 1146-1152, 2015
2012015
A System for the Detection of Pigment Network in Dermoscopy Images Using Directional Filters
C Barata, J Marques, J Rozeira
IEEE Transactions on Biomedical Imaging 59 (10), 2744-2754, 2012
1422012
A survey of feature extraction in dermoscopy image analysis of skin cancer
C Barata, ME Celebi, JS Marques
IEEE journal of biomedical and health informatics 23 (3), 1096-1109, 2018
1182018
PH2: A public database for the analysis of dermoscopic images
TF Mendonca, ME Celebi, T Mendonca, JS Marques
Dermoscopy Image Analysis, 2015
612015
A Bag-of-Features Approach for the Classification of Melanomas in Dermoscopy Images: The Role of Color and Texture Descriptors
C Barata, M Ruela, T Mendonça, JS Marques
Computer Vision Techniques for the Diagnosis of Skin Cancer, 49-69, 2014
582014
A system for the detection of melanomas in dermoscopy images using shape and symmetry features
M Ruela, C Barata, JS Marques, J Rozeira
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2017
542017
Development of a clinically oriented system for melanoma diagnosis
C Barata, ME Celebi, JS Marques
Pattern Recognition 69, 270-285, 2017
492017
Melanoma detection algorithm based on feature fusion
C Barata, ME Celebi, JS Marques
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
442015
On the role of texture and color in the classification of dermoscopy images
JS Marques, C Barata, T Mendonça
Engineering in Medicine and Biology Society (EMBC), 2012 Annual …, 2012
422012
Color identification in dermoscopy images using gaussian mixture models
C Barata, MAT Figueiredo, ME Celebi, JS Marques
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
382014
Evaluation of color based keypoints and features for the classification of melanomas using the bag-of-features model
C Barata, JS Marques, J Rozeira
International Symposium on Visual Computing, 40-49, 2013
362013
Improving dermoscopy image analysis using color constancy
C Barata, JS Marques, ME Celebi
2014 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2014
342014
Bag-of-features classification model for the diagnose of melanoma in dermoscopy images using color and texture descriptors
C Barata, JS Marques, T Mendonça
International Conference Image Analysis and Recognition, 547-555, 2013
342013
Explainable skin lesion diagnosis using taxonomies
C Barata, ME Celebi, JS Marques
Pattern Recognition 110, 107413, 2021
332021
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures
C Barata, JS Marques
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
302019
Detecting the pigment network in dermoscopy images: a directional approach
C Barata, JS Marques, J Rozeira
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
292011
Skin cancer classification via convolutional neural networks: systematic review of studies involving human experts
S Haggenmüller, RC Maron, A Hekler, JS Utikal, C Barata, RL Barnhill, ...
European Journal of Cancer 156, 202-216, 2021
252021
The role of keypoint sampling on the classification of melanomas in dermoscopy images using bag-of-features
C Barata, JS Marques, J Rozeira
Iberian Conference on Pattern Recognition and Image Analysis, 715-723, 2013
252013
On the role of shape in the detection of melanomas
M Ruela, C Barata, T Mendonça, JS Marques
2013 8th International Symposium on Image and Signal Processing and Analysis …, 2013
222013
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