2025
|
Vasilevschi, Ana-Mihaela; Faur, Daniela: Exploring Image Dataset Structure through Deep Feature Extraction and Dimensionality Reduction. In: 2025 25th International Conference on Control Systems and Computer Science (CSCS), pp. 341-348, 2025. @inproceedings{11181664,
title = {Exploring Image Dataset Structure through Deep Feature Extraction and Dimensionality Reduction},
author = {Ana-Mihaela Vasilevschi and Daniela Faur},
doi = {10.1109/CSCS66924.2025.00057},
year = {2025},
date = {2025-01-01},
booktitle = {2025 25th International Conference on Control Systems and Computer Science (CSCS)},
pages = {341-348},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Costăchioiu, Teodor; Văduva, Corina; Faur, Daniela: Large Language Models with Retrieval Augmented Generation to streamline Sentinel-2 data Description. In: IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium, pp. 1022-1026, 2025. @inproceedings{11242277,
title = {Large Language Models with Retrieval Augmented Generation to streamline Sentinel-2 data Description},
author = {Teodor Costăchioiu and Corina Văduva and Daniela Faur},
doi = {10.1109/IGARSS55030.2025.11242277},
year = {2025},
date = {2025-01-01},
booktitle = {IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium},
pages = {1022-1026},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2023
|
Calota, Iulia; Faur, Daniela; Datcu, Mihai: Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler. In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 4484-4498, 2023. @article{10107974,
title = {Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler},
author = {Iulia Calota and Daniela Faur and Mihai Datcu},
doi = {10.1109/JSTARS.2023.3270384},
year = {2023},
date = {2023-01-01},
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
volume = {16},
pages = {4484-4498},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Vasilescu, Vlad; Datcu, Mihai; Faur, Daniela: Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model. In: IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1-5, 2023. @article{10185047,
title = {Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model},
author = {Vlad Vasilescu and Mihai Datcu and Daniela Faur},
doi = {10.1109/LGRS.2023.3296188},
year = {2023},
date = {2023-01-01},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {20},
pages = {1-5},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2016
|
Griparis, Andreea; Faur, Daniela; Datcu, Mihai: Dimensionality Reduction for Visual Data Mining of Earth Observation Archives. In: IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 11, pp. 1701-1705, 2016. @article{7571094,
title = {Dimensionality Reduction for Visual Data Mining of Earth Observation Archives},
author = {Andreea Griparis and Daniela Faur and Mihai Datcu},
doi = {10.1109/LGRS.2016.2604919},
year = {2016},
date = {2016-01-01},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {13},
number = {11},
pages = {1701-1705},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2009
|
Faur, Daniela; Gavat, Inge; Datcu, Mihai: Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure. In: IEEE Geoscience and Remote Sensing Letters, vol. 6, no. 4, pp. 855-859, 2009. @article{5208338,
title = {Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure},
author = {Daniela Faur and Inge Gavat and Mihai Datcu},
doi = {10.1109/LGRS.2009.2026915},
year = {2009},
date = {2009-01-01},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {6},
number = {4},
pages = {855-859},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
