Daniela Faur

30 papers B 3C 13Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 C conf
A Layered LSTM Architecture for Precipitation Prediction and Regression in Urban Areas.
DeSE
Stefan-Marius Nicolae, Alexandru Dandocsi, Daniela Faur
2025 — conf
Exploring Image Dataset Structure through Deep Feature Extraction and Dimensionality Reduction.
CSCS
Ana-Mihaela Vasilevschi, Daniela Faur
2025 J jnl
Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing.
CoRR
Vlad Vasilescu, Ana Neacsu, Daniela Faur
2023 J jnl
A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training.
IEEE Trans. Geosci. Remote. Sens.
Vlad Vasilescu, Mihai Datcu, Daniela Faur
2023 C conf
A Latent Analysis of A Super-Resolved Sentinel-2 Data Cube For Green Urban Infrastructure Health Monitoring.
IGARSS
Corina Vaduva, Daniela Faur, Alexandru-Cosmin Grivei, Vlad Vasilescu, Mihai Datcu
2023 J jnl
Band Reconstruction Using a Modified UNet for Sentinel-2 Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu
2023 C conf
Digital Twin Earth for Climate Change Adapation: An AI based Federated System.
IGARSS
Mihai Datcu, Daniela Faur, Eden Mamut, Ion Nedelcu, Constanin Ionescu, Liviu Miron
2023 J jnl
Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iulia Calota, Daniela Faur, Mihai Datcu
2023 J jnl
Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model.
IEEE Geosci. Remote. Sens. Lett.
Vlad Vasilescu, Mihai Datcu, Daniela Faur
2023 C conf
Visual Exploration of Satellite Image Time Series.
IGARSS
Andreea Griparis, Anamaria Radoi, Daniela Faur, Mihai Datcu
2022 C conf
Estimating NDVI from SAR Images Using DNN.
IGARSS
Iulia Calota, Daniela Faur, Mihai Datcu
2021 C conf
Bag-of-Words for Transfer Learning.
IGARSS
Iulia Calota, Daniela Faur, Mihai Datcu
2020 C conf
DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures.
IGARSS
Iulia Calota, Daniela Faur, Mihai Datcu
2020 C conf
DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets.
IGARSS
Andreea Griparis, Daniela Faur, Mihai Datcu
2020 C conf
Integrated Platform for Ecosystems Monitoring Based on Remote and in Situ Measurements.
IGARSS
D. I. Sacaleanu, M. Adamescu, Daniela Faur, C. Cazacu, Bogdan Cristian Florea, Andreea Griparis, Tudor Racoviceanu, R. Giuca
2019 C conf
An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation.
IGARSS
Daniela Faur, Andreea Griparis, Adrian Stoica, Philippe Mougnaud, Mihai Datcu
2018 C conf
Exploratory Visual Analysis of Multispectral EO Images Based on DNN.
IGARSS
Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu
2017 B conf
Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization.
ACIVS
Andreea Griparis, Daniela Faur, Mihai Datcu
2017 J jnl
Quantitative Evaluation of the Feature Space Transformation Methods Used for Applications of Visual Semantic Clustering of EO Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andreea Griparis, Daniela Faur, Mihai Datcu
2016 C conf
A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation.
IGARSS
Andreea Griparis, Daniela Faur, Mihai Datcu
2016 — conf
A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation.
COMM
Andreea Griparis, Daniela Faur, Mihai Datcu
2016 J jnl
Dimensionality Reduction for Visual Data Mining of Earth Observation Archives.
IEEE Geosci. Remote. Sens. Lett.
Andreea Griparis, Daniela Faur, Mihai Datcu
2015 — conf
A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images.
MultiTemp
Daniela Faur, Mihai Datcu
2015 J jnl
Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Corneliu Octavian Dumitru, Shiyong Cui, Daniela Faur, Mihai Datcu
2015 C conf
Feature space dimensionality reduction for the optimization of visualization methods.
IGARSS
Andreea Griparis, Daniela Faur, Mihai Datcu
2014 B conf
Class evolution data analytics from sar image time series using information theory measures.
ICIP
Carmen Patrascu, Daniela Faur, Anca Andreea Popescu, Mihai Datcu
2012 — conf
A remote sensing image processing framework for damage assessment in a forest fire scenario.
EUSIPCO
Anca Andreea Popescu, Corina Vaduva, Daniela Faur, Inge Gavat, Mihai Datcu
2009 J jnl
Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure.
IEEE Geosci. Remote. Sens. Lett.
Daniela Faur, Inge Gavat, Mihai Datcu
2008 B conf
Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications.
ACIVS
Corina Vaduva, Daniela Faur, Anca Andreea Popescu, Inge Gavat, Mihai Datcu
2005 — conf
Mutual Information Based Measure for Image Content Characterization.
CAEPIA
Daniela Faur, Inge Gavat, Mihai Datcu