A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and ChallengesIEEE Geoscience and Remote Sensing Magazine (GRSM), 2025 |
Artificial intelligence to advance Earth observation: a perspectiveIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023 D. Tuia Konrad Schindler Begüm Demir Gustau Camps-Valls Xiao Xiang Zhu ...Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider |
Guided Depth Super-Resolution by Deep Anisotropic DiffusionComputer Vision and Pattern Recognition (CVPR), 2022 |
Fully Convolutional Change Detection Framework with Generative
Adversarial Network for Unsupervised, Weakly Supervised and Regional
Supervised Change DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
Weakly-supervised continual learning for class-incremental segmentationIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022 |