Daniela Faur

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Dimensionality Reduction

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Vlad Vasilescu, Mihai Datcu, Daniela Faur
A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Corina Vaduva, Daniela Faur, Alexandru-Cosmin Grivei, Vlad Vasilescu, Mihai Datcu
A Latent Analysis of A Super-Resolved Sentinel-2 Data Cube For Green Urban Infrastructure Health Monitoring. IGARSS (2023)
Andreea Griparis, Anamaria Radoi, Daniela Faur, Mihai Datcu
Visual Exploration of Satellite Image Time Series. IGARSS (2023)
Iulia Calota, Daniela Faur, Mihai Datcu
Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu
Band Reconstruction Using a Modified UNet for Sentinel-2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Mihai Datcu, Daniela Faur, Eden Mamut, Ion Nedelcu, Constanin Ionescu, Liviu Miron
Digital Twin Earth for Climate Change Adapation: An AI based Federated System. IGARSS (2023)
Vlad Vasilescu, Mihai Datcu, Daniela Faur
Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Iulia Calota, Daniela Faur, Mihai Datcu
Estimating NDVI from SAR Images Using DNN. IGARSS (2022)
Iulia Calota, Daniela Faur, Mihai Datcu
Bag-of-Words for Transfer Learning. IGARSS (2021)
D. I. Sacaleanu, M. Adamescu, Daniela Faur, C. Cazacu, Bogdan Cristian Florea, Andreea Griparis, T. Racoviceanu, R. Giuca
Integrated Platform for Ecosystems Monitoring Based on Remote and in Situ Measurements. IGARSS (2020)
Andreea Griparis, Daniela Faur, Mihai Datcu
DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets. IGARSS (2020)
Iulia Calota, Daniela Faur, Mihai Datcu
DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures. IGARSS (2020)
Daniela Faur, Andreea Griparis, Adrian Stoica, Philippe Mougnaud, Mihai Datcu
An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation. IGARSS (2019)
Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu
Exploratory Visual Analysis of Multispectral EO Images Based on DNN. IGARSS (2018)
Andreea Griparis, Daniela Faur, Mihai Datcu
Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization. ACIVS (2017)
Andreea Griparis, Daniela Faur, Mihai Datcu
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. 10 (6) (2017)
Andreea Griparis, Daniela Faur, Mihai Datcu
A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation. COMM (2016)
Andreea Griparis, Daniela Faur, Mihai Datcu
Dimensionality Reduction for Visual Data Mining of Earth Observation Archives. IEEE Geosci. Remote. Sens. Lett. 13 (11) (2016)
Andreea Griparis, Daniela Faur, Mihai Datcu
A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation. IGARSS (2016)
Daniela Faur, Mihai Datcu
A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images. MultiTemp (2015)
Corneliu Octavian Dumitru, Shiyong Cui, Daniela Faur, Mihai Datcu
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. 8 (1) (2015)
Andreea Griparis, Daniela Faur, Mihai Datcu
Feature space dimensionality reduction for the optimization of visualization methods. IGARSS (2015)
Carmen Patrascu, Daniela Faur, Anca Andreea Popescu, Mihai Datcu
Class evolution data analytics from sar image time series using information theory measures. ICIP (2014)
Anca Andreea Popescu, Corina Vaduva, Daniela Faur, Inge Gavat, Mihai Datcu
A remote sensing image processing framework for damage assessment in a forest fire scenario. EUSIPCO (2012)
Daniela Faur, Inge Gavat, Mihai Datcu
Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Corina Vaduva, Daniela Faur, Anca Andreea Popescu, Inge Gavat, Mihai Datcu
Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications. ACIVS (2008)
Daniela Faur, Inge Gavat, Mihai Datcu
Mutual Information Based Measure for Image Content Characterization. CAEPIA (2005)