| Bigearthnet: A large-scale benchmark archive for remote sensing image understanding G Sumbul, M Charfuelan, B Demir, V Markl IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 503 | 2019 |
| Batch-mode active-learning methods for the interactive classification of remote sensing images B Demir, C Persello, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 49 (3), 1014-1031, 2010 | 371 | 2010 |
| Hyperspectral image classification using relevance vector machines B Demir, S Erturk IEEE Geoscience and Remote Sensing Letters 4 (4), 586-590, 2007 | 267 | 2007 |
| Updating land-cover maps by classification of image time series: A novel change-detection-driven transfer learning approach B Demir, F Bovolo, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 51 (1), 300-312, 2012 | 214 | 2012 |
| Multilabel remote sensing image retrieval using a semisupervised graph-theoretic method B Chaudhuri, B Demir, S Chaudhuri, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 56 (2), 1144-1158, 2017 | 206 | 2017 |
| A novel active learning method in relevance feedback for content-based remote sensing image retrieval B Demir, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2323-2334, 2014 | 171 | 2014 |
| Empirical mode decomposition of hyperspectral images for support vector machine classification B Demir, S Ertürk IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4071-4084, 2010 | 153 | 2010 |
| Hashing-based scalable remote sensing image search and retrieval in large archives B Demir, L Bruzzone IEEE transactions on geoscience and remote sensing 54 (2), 892-904, 2015 | 150 | 2015 |
| BigEarthNet-MM: A large-scale, multimodal, multilabel benchmark archive for remote sensing image classification and retrieval [software and data sets] G Sumbul, A De Wall, T Kreuziger, F Marcelino, H Costa, P Benevides, ... IEEE Geoscience and Remote Sensing Magazine 9 (3), 174-180, 2021 | 148 | 2021 |
| Detection of land-cover transitions in multitemporal remote sensing images with active-learning-based compound classification B Demir, F Bovolo, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 50 (5), 1930-1941, 2011 | 114 | 2011 |
| SD-RSIC: Summarization-driven deep remote sensing image captioning G Sumbul, S Nayak, B Demir IEEE Transactions on Geoscience and Remote Sensing 59 (8), 6922-6934, 2020 | 87 | 2020 |
| Metric-learning-based deep hashing network for content-based retrieval of remote sensing images S Roy, E Sangineto, B Demir, N Sebe IEEE Geoscience and Remote Sensing Letters 18 (2), 226-230, 2020 | 86 | 2020 |
| A multiple criteria active learning method for support vector regression B Demir, L Bruzzone Pattern recognition 47 (7), 2558-2567, 2014 | 86 | 2014 |
| Region-based retrieval of remote sensing images using an unsupervised graph-theoretic approach B Chaudhuri, B Demir, L Bruzzone, S Chaudhuri IEEE Geoscience and Remote Sensing Letters 13 (7), 987-991, 2016 | 81 | 2016 |
| A review of modern approaches to classification of remote sensing data L Bruzzone, B Demir Land Use and Land Cover Mapping in Europe: Practices & Trends, 127-143, 2014 | 75 | 2014 |
| A low-complexity approach for the color display of hyperspectral remote-sensing images using one-bit-transform-based band selection B Demir, A Celebi, S Erturk IEEE Transactions on Geoscience and Remote Sensing 47 (1), 97-105, 2008 | 71 | 2008 |
| Learning convolutional sparse coding on complex domain for interferometric phase restoration J Kang, D Hong, J Liu, G Baier, N Yokoya, B Demir IEEE transactions on neural networks and learning systems 32 (2), 826-840, 2020 | 69 | 2020 |
| Toward remote sensing image retrieval under a deep image captioning perspective G Hoxha, F Melgani, B Demir IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 68 | 2020 |
| Histogram-based attribute profiles for classification of very high resolution remote sensing images B Demir, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 54 (4), 2096-2107, 2015 | 67 | 2015 |
| A novel system for content-based retrieval of single and multi-label high-dimensional remote sensing images OE Dai, B Demir, B Sankur, L Bruzzone IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 62 | 2018 |
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
