| 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 | 315 | 2014 |
| 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 | 163 | 2015 |
| 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 | 135 | 2012 |
| 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 | 67 | 2018 |
| 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 | 50 | 2014 |
| PH2: A public database for the analysis of dermoscopic images TF Mendonca, ME Celebi, T Mendonca, JS Marques Dermoscopy Image Analysis, 2015 | 45 | 2015 |
| 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 | 42 | 2017 |
| 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 | 39 | 2012 |
| Melanoma detection algorithm based on feature fusion C Barata, ME Celebi, JS Marques 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 38 | 2015 |
| 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 | 38 | 2014 |
| Development of a clinically oriented system for melanoma diagnosis C Barata, ME Celebi, JS Marques Pattern Recognition 69, 270-285, 2017 | 37 | 2017 |
| 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 | 36 | 2013 |
| 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 | 30 | 2013 |
| Improving dermoscopy image analysis using color constancy C Barata, JS Marques, ME Celebi 2014 IEEE International Conference on Image Processing (ICIP), 3527-3531, 2014 | 26 | 2014 |
| 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 | 26 | 2011 |
| 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 | 23 | 2013 |
| 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 | 18 | 2013 |
| Deep Learning For Skin Cancer Diagnosis With Hierarchical Architectures C Barata, JS Marques 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 15 | 2019 |
| Clinically inspired analysis of dermoscopy images using a generative model C Barata, ME Celebi, JS Marques, J Rozeira Computer Vision and Image Understanding 151, 124-137, 2016 | 15 | 2016 |
| Explainable skin lesion diagnosis using taxonomies C Barata, ME Celebi, JS Marques Pattern Recognition 110, 107413, 2021 | 14 | 2021 |
Jorge S. MarquesInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ. LisboaVerified email at isr.tecnico.ulisboa.pt
