| Big data for remote sensing: Challenges and opportunities M Chi, A Plaza, JA Benediktsson, Z Sun, J Shen, Y Zhu Proceedings of the IEEE 104 (11), 2207-2219, 2016 | 727 | 2016 |
| A novel transductive SVM for semisupervised classification of remote-sensing images L Bruzzone, M Chi, M Marconcini IEEE Transactions on Geoscience and Remote Sensing 44 (11), 3363-3373, 2006 | 719 | 2006 |
| Multisource and multitemporal data fusion in remote sensing: A comprehensive review of the state of the art P Ghamisi, B Rasti, N Yokoya, Q Wang, B Hofle, L Bruzzone, F Bovolo, ... IEEE Geoscience and Remote Sensing Magazine 7 (1), 6-39, 2019 | 629 | 2019 |
| New frontiers in spectral-spatial hyperspectral image classification: The latest advances based on mathematical morphology, Markov random fields, segmentation, sparse … P Ghamisi, E Maggiori, S Li, R Souza, Y Tarablaka, G Moser, A De Giorgi, ... IEEE geoscience and remote sensing magazine 6 (3), 10-43, 2018 | 371 | 2018 |
| Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem M Chi, R Feng, L Bruzzone Advances in space research 41 (11), 1793-1799, 2008 | 268 | 2008 |
| A continuation method for semi-supervised SVMs O Chapelle, M Chi, A Zien Proceedings of the 23rd international conference on Machine learning, 185-192, 2006 | 264 | 2006 |
| Semisupervised classification of hyperspectral images by SVMs optimized in the primal M Chi, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 45 (6), 1870-1880, 2007 | 238 | 2007 |
| Relation parsing neural network for human-object interaction detection P Zhou, M Chi Proceedings of the IEEE/CVF International Conference on Computer Vision, 843-851, 2019 | 196 | 2019 |
| From web directories to ontologies: Natural language processing challenges I Zaihrayeu, L Sun, F Giunchiglia, W Pan, Q Ju, M Chi, X Huang International Semantic Web Conference, 623-636, 2007 | 91 | 2007 |
| Classifying high resolution remote sensing images by fine-tuned VGG deep networks X Liu, M Chi, Y Zhang, Y Qin IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 80 | 2018 |
| A semilabeled-sample-driven bagging technique for ill-posed classification problems M Chi, L Bruzzone IEEE Geoscience and Remote Sensing Letters 2 (1), 69-73, 2005 | 75 | 2005 |
| Ensemble classification algorithm for hyperspectral remote sensing data M Chi, Q Kun, JA Benediktsson, R Feng IEEE Geoscience and Remote Sensing Letters 6 (4), 762-766, 2009 | 68 | 2009 |
| Oil spill detection via multitemporal optical remote sensing images: A change detection perspective S Liu, M Chi, Y Zou, A Samat, JA Benediktsson, A Plaza IEEE Geoscience and Remote Sensing Letters 14 (3), 324-328, 2017 | 66 | 2017 |
| SAFFNet: Self-attention-based feature fusion network for remote sensing few-shot scene classification J Kim, M Chi Remote Sensing 13 (13), 2532, 2021 | 58 | 2021 |
| Support cluster machine B Li, M Chi, J Fan, X Xue Proceedings of the 24th international conference on Machine learning, 505-512, 2007 | 58 | 2007 |
| Learning distinctive margin toward active domain adaptation M Xie, Y Li, Y Wang, Z Luo, Z Gan, Z Sun, M Chi, C Wang, P Wang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 51 | 2022 |
| Spectral Derivative Features for Classification of Hyperspectral Remote Sensing Images: Experimental Evaluation J Bao, M Chi, JA Benediktsson Selected Topics in Applied Earth Observations and Remote Sensing, IEEE …, 2013 | 49 | 2013 |
| An ensemble-driven k-NN approach to ill-posed classification problems M Chi, L Bruzzone Pattern recognition letters 27 (4), 301-307, 2006 | 42 | 2006 |
| Long short-term memory with quadratic connections in recursive neural networks for representing compositional semantics D Wu, M Chi IEEE Access 5, 16077-16083, 2017 | 41 | 2017 |
| Transductive SVMs for semisupervised classification of hyperspectral data L Bruzzone, M Chi, M Marconcini Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium …, 2005 | 39 | 2005 |
Jón Atli BenediktssonProfessor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
