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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
3942014
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
2062015
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
1302018
PH2: A public database for the analysis of dermoscopic images
TF Mendonca, ME Celebi, T Mendonca, JS Marques
Dermoscopy Image Analysis, 2015
642015
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
592014
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
562017
Development of a clinically oriented system for melanoma diagnosis
C Barata, ME Celebi, JS Marques
Pattern Recognition 69, 270-285, 2017
522017
Melanoma detection algorithm based on feature fusion
C Barata, ME Celebi, JS Marques
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
462015
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
Explainable skin lesion diagnosis using taxonomies
C Barata, ME Celebi, JS Marques
Pattern Recognition 110, 107413, 2021
412021
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
Improving dermoscopy image analysis using color constancy
C Barata, JS Marques, ME Celebi
2014 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2014
362014
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
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
342021
Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures
C Barata, JS Marques
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
342019
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
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
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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