| Towards better exploiting convolutional neural networks for remote sensing scene classification K Nogueira, OAB Penatti, JA Dos Santos Pattern Recognition 61, 539-556, 2017 | 934 | 2017 |
| Do Deep Features Generalize from Everyday Objects to Remote Sensing and Aerial Scenes Domains? OAB Penatti, K Nogueira, JA dos Santos IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015 | 818 | 2015 |
| Comparative Study of Global Color and Texture Descriptors for Web Image Retrieval OAB Penatti, E Valle, RS Torres Journal of Visual Communication and Image Representation, 2012 | 253 | 2012 |
| Nearest neighbors distance ratio open-set classifier PR Mendes Júnior, RM De Souza, RO Werneck, BV Stein, DV Pazinato, ... Machine Learning 106 (3), 359-386, 2017 | 214 | 2017 |
| Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification RST JA dos Santos, OAB Penatti VISAPP, 2010 | 116* | 2010 |
| Visual word spatial arrangement for image retrieval and classification OAB Penatti, FB Silva, E Valle, V Gouet-Brunet, RS Torres Pattern Recognition 47 (2), 705-720, 2014 | 108 | 2014 |
| Exploiting ConvNet diversity for flooding identification K Nogueira, SG Fadel, ÍC Dourado, RO Werneck, JAV Muñoz, ... IEEE Geoscience and Remote Sensing Letters 15 (9), 1446-1450, 2018 | 63 | 2018 |
| Unsupervised Manifold Learning Using Reciprocal kNN Graphs in Image Re-Ranking and Rank Aggregation Tasks DCG Pedronette, OAB Penatti, RS Torres Image and Vision Computing, 2014 | 50 | 2014 |
| Pixel-Level Tissue Classification for Ultrasound Images D Pazinato, B Stein, W Almeida, R Werneck, P Mendes Junior, O Penatti, ... IEEE Journal of Biomedical and Health Informatics 20 (1), 256-267, 2014 | 40 | 2014 |
| A visual approach for video geocoding using bag-of-scenes OAB Penatti, LT Li, J Almeida, R da S. Torres Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 1-8, 2012 | 40 | 2012 |
| Color descriptors for web image retrieval: a comparative study OAB Penatti, R da Silva Torres 2008 XXI Brazilian symposium on computer graphics and image processing, 163-170, 2008 | 40 | 2008 |
| Detection of fragmented rectangular enclosures in very high resolution remote sensing images I Zingman, D Saupe, OAB Penatti, K Lambers IEEE Transactions on Geoscience and Remote Sensing 54 (8), 4580-4593, 2016 | 39 | 2016 |
| Data-Driven Flood Detection using Neural Networks K Nogueira, SG Fadel, ÍC Dourado, RO Werneck, JAV Muñoz, ... | 21 | 2017 |
| Improving texture description in remote sensing image multi-scale classification tasks by using visual words JA dos Santos, OAB Penatti, RS Torres, PH Gosselin, S Philipp-Foliguet, ... Proceedings of the 21st International Conference on Pattern Recognition …, 2012 | 21 | 2012 |
| Eva: an evaluation tool for comparing descriptors in content-based image retrieval tasks OAB Penatti, RS Torres Proceedings of the international conference on Multimedia information …, 2010 | 21 | 2010 |
| Mid-level image representations for real-time heart view plane classification of echocardiograms OAB Penatti, RO Werneck, WR de Almeida, BV Stein, DV Pazinato, ... Computers in biology and medicine 66, 66-81, 2015 | 20 | 2015 |
| Efficient and effective hierarchical feature propagation JA dos Santos, OAB Penatti, PH Gosselin, AX Falcaão, S Philipp-Foliguet, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 20 | 2014 |
| Encoding spatial arrangement of visual words OAB Penatti, E Valle, R da S. Torres Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2011 | 19 | 2011 |
| Unsupervised distance learning by reciprocal knn distance for image retrieval DCG Pedronette, OAB Penatti, RT Calumby, R da S. Torres Proceedings of International Conference on Multimedia Retrieval, 345-352, 2014 | 17 | 2014 |
| Human activity recognition from mobile inertial sensors using recurrence plots OAB Penatti, MFS Santos arXiv preprint arXiv:1712.01429, 2017 | 16 | 2017 |
Ricardo da Silva TorresFull Professor, Wageningen University & Research and Norwegian University of Science and TechnologyVerified email at ntnu.no
