Daniela Faur

According to our database, Daniela Faur authored at least 28 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Dataset, August, 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

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

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

Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model.

Vlad Vasilescu, Mihai Datcu, Daniela Faur

IEEE Geosci. Remote. Sens. Lett., 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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Visual Exploration of Satellite Image Time Series.

Andreea Griparis, Anamaria Radoi, Daniela Faur, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Digital Twin Earth for Climate Change Adapation: An AI based Federated System.

Mihai Datcu, Daniela Faur, Eden Mamut, Ion Nedelcu, Constanin Ionescu, Liviu Miron

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Estimating NDVI from SAR Images Using DNN.

Iulia Calota, Daniela Faur, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Bag-of-Words for Transfer Learning.

Iulia Calota, Daniela Faur, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets.

Andreea Griparis, Daniela Faur, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures.

Iulia Calota, Daniela Faur, Mihai Datcu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation.

Daniela Faur, Andreea Griparis, Adrian Stoica, Philippe Mougnaud, Mihai Datcu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Exploratory Visual Analysis of Multispectral EO Images Based on DNN.

Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

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

Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization.

Andreea Griparis, Daniela Faur, Mihai Datcu

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016

Dimensionality Reduction for Visual Data Mining of Earth Observation Archives.

Andreea Griparis, Daniela Faur, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2016

A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation.

Andreea Griparis, Daniela Faur, Mihai Datcu

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation.

Andreea Griparis, Daniela Faur, Mihai Datcu

Proceedings of the International Conference on Communications, 2016

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 rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images.

Daniela Faur, Mihai Datcu

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Feature space dimensionality reduction for the optimization of visualization methods.

Andreea Griparis, Daniela Faur, Mihai Datcu

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Class evolution data analytics from sar image time series using information theory measures.

Carmen Patrascu, Daniela Faur, Anca Andreea Popescu, Mihai Datcu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

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

Proceedings of the 20th European Signal Processing Conference, 2012

2009

Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure.

Daniela Faur, Inge Gavat, Mihai Datcu

IEEE Geosci. Remote. Sens. Lett., 2009

2008

Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications.

Corina Vaduva, Daniela Faur, Anca Andreea Popescu, Inge Gavat, Mihai Datcu

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2005

Mutual Information Based Measure for Image Content Characterization.

Daniela Faur, Inge Gavat, Mihai Datcu

Proceedings of the Current Topics in Artificial Intelligence, 2005