Mutual Information Based Measure for Image Content Characterization. - Daniela Faur; Inge Gavat; Mihai Datcu (CAEPIA, 2005)

Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications. - Corina Vaduva; Daniela Faur; Anca Andreea Popescu; Inge Gavat; Mihai Datcu (ACIVS, 2008)

Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure. - Daniela Faur; Inge Gavat; Mihai Datcu (IEEE Geosci. Remote. Sens. Lett., 2009)

A remote sensing image processing framework for damage assessment in a forest fire scenario. - Anca Andreea Popescu; Corina Vaduva; Daniela Faur; Inge Gavat; Mihai Datcu (EUSIPCO, 2012)

Class evolution data analytics from sar image time series using information theory measures. - Carmen Patrascu; Daniela Faur; Anca Andreea Popescu; Mihai Datcu (ICIP, 2014)

Feature space dimensionality reduction for the optimization of visualization methods. - Andreea Griparis; Daniela Faur; Mihai Datcu (IGARSS, 2015)

A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images. - Daniela Faur; Mihai Datcu (MultiTemp, 2015)

Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images. - Corneliu Octavian Dumitru; Shiyong Cui; Daniela Faur; Mihai Datcu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation. - Andreea Griparis; Daniela Faur; Mihai Datcu (COMM, 2016)

A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation. - Andreea Griparis; Daniela Faur; Mihai Datcu (IGARSS, 2016)

Dimensionality Reduction for Visual Data Mining of Earth Observation Archives. - Andreea Griparis; Daniela Faur; Mihai Datcu (IEEE Geosci. Remote. Sens. Lett., 2016)

Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization. - Andreea Griparis; Daniela Faur; Mihai Datcu (ACIVS, 2017)

Quantitative Evaluation of the Feature Space Transformation Methods Used for Applications of Visual Semantic Clustering of EO Images. - Andreea Griparis; Daniela Faur; Mihai Datcu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Exploratory Visual Analysis of Multispectral EO Images Based on DNN. - Iulia Coca Neagoe; Daniela Faur; Corina Vaduva; Mihai Datcu (IGARSS, 2018)

An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation. - Daniela Faur; Andreea Griparis; Adrian Stoica; Philippe Mougnaud; Mihai Datcu (IGARSS, 2019)

DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures. - Iulia Calota; Daniela Faur; Mihai Datcu (IGARSS, 2020)

DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets. - Andreea Griparis; Daniela Faur; Mihai Datcu (IGARSS, 2020)

Integrated Platform for Ecosystems Monitoring Based on Remote and in Situ Measurements. - D. I. Sacaleanu; M. Adamescu; Daniela Faur; C. Cazacu; Bogdan Cristian Florea; Andreea Griparis; Tudor Racoviceanu; R. Giuca (IGARSS, 2020)

Bag-of-Words for Transfer Learning. - Iulia Calota; Daniela Faur; Mihai Datcu (IGARSS, 2021)

Estimating NDVI from SAR Images Using DNN. - Iulia Calota; Daniela Faur; Mihai Datcu (IGARSS, 2022)

Digital Twin Earth for Climate Change Adapation: An AI based Federated System. - Mihai Datcu; Daniela Faur; Eden Mamut; Ion Nedelcu; Constanin Ionescu; Liviu Miron (IGARSS, 2023)

Visual Exploration of Satellite Image Time Series. - Andreea Griparis; Anamaria Radoi; Daniela Faur; Mihai Datcu (IGARSS, 2023)

A Latent Analysis of A Super-Resolved Sentinel-2 Data Cube For Green Urban Infrastructure Health Monitoring. - Corina Vaduva; Daniela Faur; Alexandru-Cosmin Grivei; Vlad Vasilescu; Mihai Datcu (IGARSS, 2023)

Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model. - Vlad Vasilescu; Mihai Datcu; Daniela Faur (IEEE Geosci. Remote. Sens. Lett., 2023)

Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler. - Iulia Calota; Daniela Faur; Mihai Datcu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Band Reconstruction Using a Modified UNet for Sentinel-2 Images. - Iulia Coca Neagoe; Daniela Faur; Corina Vaduva; Mihai Datcu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training. - Vlad Vasilescu; Mihai Datcu; Daniela Faur (IEEE Trans. Geosci. Remote. Sens., 2023)

Sentinel 2 super-resolved data cubes - 92 scenes over 2 regions in Switzerland spanning 5 years. - Daniela Faur; Andreea Griparis; Alexandru-Cosmin Grivei; Corina Vaduva; Vlad Vasilescu; Mihai Datcu (IEEE DataPort, 2023)

Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing. - Vlad Vasilescu; Ana Neacsu; Daniela Faur (CoRR, 2025)