Mihai Datcu
Orcid: 0000-0002-3477-9687Affiliations:
- University Politehnica of Bucharest, Romania
- German Aerospace Centre, Remote Sensing Technology Institute, Weßling, Germany
According to our database1,
Mihai Datcu
authored at least 377 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2013, "For contributions to information mining of high resolution synthetic aperature radar and optical earth observation images".
Timeline
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Bibliography
2024
Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
Proceedings of the IGARSS 2024, 2024
GBRAR Measurement of Vibration Frequencies: Synergy with Micro-Doppler Analysis of Spaceborne SAR Images.
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
Proceedings of the IGARSS 2024, 2024
Adaptation of Decoded Sentinel-1 SAR Raw Data for the Assessment of Novel Data Compression Methods.
Proceedings of the IGARSS 2024, 2024
2023
Sentinel 2 super-resolved data cubes - 92 scenes over 2 regions in Switzerland spanning 5 years.
Dataset, August, 2023
A novel low-cost multi-sensor solution for pavement distress segmentation and characterization at night.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023
S1SLC_CVDL: A Complex-Valued Annotated Single Look Complex Sentinel-1 SAR dataset for Complex-Valued Deep Networks.
Dataset, May, 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023
Complex-Valued End-to-End Deep Network With Coherency Preservation for Complex-Valued SAR Data Reconstruction and Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Quantum Transfer Learning for Real-World, Small, and High-Dimensional Remotely Sensed Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
A Visualization Framework for Unsupervised Analysis of Latent Structures in SAR Image Time Series.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
FPGA Accelerator for Meta-Recognition Anomaly Detection: Case of Burned Area Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
Accelerated Back-Projection SAR Processor on Arbitrary Elliptical Imaging Grid With Azimuth Spectrum Unfolding.
IEEE Geosci. Remote. Sens. Lett., 2023
Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar.
CoRR, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
A Latent Analysis of A Super-Resolved Sentinel-2 Data Cube For Green Urban Infrastructure Health Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Exploiting Inverse SAR Images and Dual-Pol Decomposition for the Estimation of Tree Scattering Properties.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Elliptical grid generation for sped-up back-projection on bistatic SAR with ground based stationary receiver.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Complex-Valued Autoencoder for Multi-Polarization SLC SAR Data Compression with Side Information.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the 15th International Conference on Digital Image Processing, 2023
Towards Complex-Valued Deep Architectures with Data Model Preservation for Sea Surface Current Estimation from SAR Data.
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023
2022
Natural Embedding of the Stokes Parameters of Polarimetric Synthetic Aperture Radar Images in a Gate-Based Quantum Computer.
IEEE Trans. Geosci. Remote. Sens., 2022
A Compressive-Sensing Approach for Opportunistic Bistatic SAR Imaging Enhancement by Harnessing Sparse Multiaperture Data.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Near-Range Multipath Mitigation Methodology for Multistatic SAR Applications Using Matched-Adaptive Filters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A Zero-Shot Sketch-Based Intermodal Object Retrieval Scheme for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
CoRR, 2022
CoRR, 2022
Proceedings of the 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2022
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Achieving Information Super-resolution for Sentinel-2 NDVI Through Gaussian Process Regression.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
On the De-Ramping of SLC-IW Tops SAR Data and Ocean Circulation Parameters Estimation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Inter-polarization Mapping via Gaussian Process Regression for Sentinel-1 EW Denoising.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Complex-Valued Vs. Real-Valued Convolutional Neural Network for Polsar Data Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
SAR Image Classification Using Mixed Spatial-Spectral Information and Pre-trained Convolutional Neural Networks.
Proceedings of the 14th International Conference on Communications, 2022
2021
HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical Scattering Properties of Single-Polarized SAR Image.
IEEE Trans. Geosci. Remote. Sens., 2021
A Quantum Annealer for Subset Feature Selection and the Classification of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Cross-Bands Information Transfer to Offset Ambiguities and Atmospheric Phenomena for Multispectral Data Visualization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Feature-Free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Semantic Labeling of Globally Distributed Urban and Nonurban Satellite Images Using High-Resolution SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Interband Retrieval and Classification Using the Multilabeled Sentinel-2 BigEarthNet Archive.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning.
IEEE Geosci. Remote. Sens. Lett., 2021
Deconvolution Method for Eliminating Reference Signal Coupling/Reflections in Bistatic SAR.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Haze and Smoke Removal for Visualization of Multispectral Images: A DNN Physics Aware Architecture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
Dataset, December, 2020
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
IEEE Trans. Big Data, 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Multiaperture Focusing for Spaceborne Transmitter/Ground-Based Receiver Bistatic SAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Multispectral Data Analysis for Semantic Assessment - A SNAP Framework for Sentinel-2 Use Case Scenarios.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Pattern Recognit. Lett., 2020
CrossATNet - a novel cross-attention based framework for sketch-based image retrieval.
Image Vis. Comput., 2020
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images.
CoRR, 2020
Sci. China Inf. Sci., 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
A Fast Search System for Remote Sensing Imagery Based on Bag of Visual Words and Latent Dirichlet Allocation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Physically Meaningful Dictionaries for EO Crowdsourcing: A ML for Blockchain Architecture.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 13th International Conference on Communications, 2020
Proceedings of the 13th International Conference on Communications, 2020
Proceedings of the 13th International Conference on Communications, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Stable Scatterer Detection in Multi-Aperture Spaceborne-TX / Ground based-RX Bistatic SAR.
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020
2019
Contrastive-Regulated CNN in the Complex Domain: A Method to Learn Physical Scattering Signatures From Flexible PolSAR Images.
IEEE Trans. Geosci. Remote. Sens., 2019
Multilabel Annotation of Multispectral Remote Sensing Images using Error-Correcting Output Codes and Most Ambiguous Examples.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Unbiased Seamless SAR Image Change Detection Based on Normalized Compression Distance.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Compact Ground-Based Interferometric Synthetic Aperture Radar: Short-range structural monitoring.
IEEE Signal Process. Mag., 2019
Pulse Radar with Field-Programmable Gate Array Range Compression for Real Time Displacement and Vibration Monitoring.
Sensors, 2019
Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm.
Pattern Recognit., 2019
Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring.
Data Min. Knowl. Discov., 2019
Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs.
Sci. China Inf. Sci., 2019
Learning Physical Scattering Patterns from PolSAR Images by Using Complex-Valued CNN.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Exploratory search methodology for sentinel 2 data: a prospect of both visual and latent characteristics.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Radargrammetric Approach for Spaceborne Transmitter-Stationary Receiver Bistatic Sar.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the Advances in Database Technology, 2019
2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Remote. Sens., 2018
Remote. Sens., 2018
Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model.
IEEE Geosci. Remote. Sens. Lett., 2018
Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition.
IEEE Geosci. Remote. Sens. Lett., 2018
Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation.
Geo spatial Inf. Sci., 2018
Entropy, 2018
IEEE Access, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Bag-of-Visual Words and Error-Correcting Output Codes for Multilabel Classification of Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Analysis of Bucharest'S Land Cover Evolution Over A Period Of 33 Years Using Multi-Sensor Data.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Statistical Analysis for Improvement of Double Persistent Scatterers Detection in SAR Tomography.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Repeat-Pass Spaceborne Transmitter-Stationary Receiver Bistatic Sar Interferometry - First Results.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
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., 2017
Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation.
IEEE Geosci. Remote. Sens. Lett., 2017
New MPEG-7 Scalable Color Descriptor Based on Polar Coordinates for Multispectral Earth Observation Image Analysis.
IEEE Geosci. Remote. Sens. Lett., 2017
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data.
CoRR, 2017
Temporal analysis of SAR imagery for permanent and evolving Earth land cover behavior assessment.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Land cover change detection in Satellite Image Time Series using an active learning method.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Land-cover evolution class analysis in Image Time Series of Landsat and Sentinel-2 based on Latent Dirichlet Allocation.
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
Investigation of displacement measurements performed with a ground-based fixed receiver bistatic SAR simulator.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Maximum entropy image reconstruction applied to C-band ground based synthetic aperture radar.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Land-cover change detection using local feature descriptors extracted from spectral indices.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Non-Linear least squares algorithm for detection of simple and double persistent scatterers.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Phase sensitivity analysis of spaceborne transmitter - Stationary ground-based receiver bistatic sar interferometry with one imaging channel.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
Application and Evaluation of a Hierarchical Patch Clustering Method for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Immersive Interactive SAR Image Representation Using Non-negative Matrix Factorization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Feature Extraction for Patch-Based Classification of Multispectral Earth Observation Images.
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Neurocomputing, 2016
Neurocomputing, 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection.
CoRR, 2016
Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Applications of SAR Tomography on Persistent Scatterers detection, based on Beam-Forming filtering.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Simplified bistatic SAR imaging with a fixed receiver and TerraSAR-X as transmitter of opportunity - first results.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Multi-scale feature extraction approaches for classification of insar and phase gradient insar images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
An Active-Learning approach to the query by example retrieval in remote sensing images.
Proceedings of the International Conference on Communications, 2016
A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation.
Proceedings of the International Conference on Communications, 2016
2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Automatic Change Analysis in Satellite Images Using Binary Descriptors and Lloyd-Max Quantization.
IEEE Geosci. Remote. Sens. Lett., 2015
FrFT-Based Scene Classification of Phase-Gradient InSAR Images and Effective Baseline Dependence.
IEEE Geosci. Remote. Sens. Lett., 2015
The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Proceedings of the SAR Image Analysis, 2015
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Semantic interpretation of multi-level change detection in multi-temporal satellite images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Feature space dimensionality reduction for the optimization of visualization methods.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
A comparison of Bag-of-Words method and normalized compression distance for satellite image retrieval.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Comparison of Kullback-Leibler divergence approximation methods between Gaussian mixture models for satellite image retrieval.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the IEEE International Conference on Industrial Technology, 2015
A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Classification of interferometric SAR images based on parametric modeling in the fractional fourier transform domain.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the International Conference on Advanced Robotics, 2015
Dictionary-Based Compact Data Representation for Very High Resolution Earth Observation Image Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
A new comprehensive approach for earth observation scene classification using joint image and text analysis.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
On the statistical similarity of synthetic aperture radar images from COSMO-SKYMED and TerraSAR-X.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Class evolution data analytics from sar image time series using information theory measures.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Multitemporal Satellite Image Time Series analysis of urban development in Bucharest and Ilfov areas.
Proceedings of the 10th International Conference on Communications, 2014
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014
Comparing the information extracted by feature descriptors from EO images using Huffman coding.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014
2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
SAR Image Categorization With Log Cumulants of the Fractional Fourier Transform Coefficients.
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters.
IEEE Trans. Geosci. Remote. Sens., 2013
Pattern Recognit. Lett., 2013
Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing.
IEEE Geosci. Remote. Sens. Lett., 2013
Expanding the Algorithmic Information Theory Frame for Applications to Earth Observation.
Entropy, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the Conference on Scientific and Statistical Database Management, 2013
Proceedings of the SAR Image Analysis, 2013
The impact of rain, frost, seasonal cycle, and wind on sequences of high resolution urban SAR images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Preperation of scenarios for the performance optimization of a content-based remote sensing image mining system.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Parametric modeling of the fractional Fourier transform coefficients for complex-valued SAR image categorization.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Assessment of dimensionality reduction based on communication channel model; application to immersive information visualization.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Immersive Interactive Information Mining with Application to Earth Observation Data Retrieval.
Proceedings of the Availability, Reliability, and Security in Information Systems and HCI, 2013
2012
Evaluation of Bayesian Despeckling and Texture Extraction Methods Based on Gauss-Markov and Auto-Binomial Gibbs Random Fields: Application to TerraSAR-X Data.
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
SAR Target Analysis Based on Multiple-Sublook Decomposition: A Visual Exploration Approach.
IEEE Geosci. Remote. Sens. Lett., 2012
IEEE Geosci. Remote. Sens. Lett., 2012
A fast compression-based similarity measure with applications to content-based image retrieval.
J. Vis. Commun. Image Represent., 2012
Proceedings of the Web Reasoning and Rule Systems - 6th International Conference, 2012
Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Identification and characterization of railway trains in high resolution TerraSAR-X images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Query by example in Earth-Observation image archive using data compression-based approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Study and assessment of selected primitive features behaviour for SAR image description.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Assessment of Earth Observation data content based on data compression - application to settlements understanding.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Dictionary based Hyperspectral Image Retrieval.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the 9th International Conference on Communications, 2012
A high resolution SAR image spectral analysis framework for multiple class image mining in urban areas.
Proceedings of the 9th International Conference on Communications, 2012
Deep learning in very high resolution remote sensing image information mining communication concept.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
A remote sensing image processing framework for damage assessment in a forest fire scenario.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Bridging the Semantic Gap for Satellite Image Annotation and Automatic Mapping Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
Scene class recognition using high resolution SAR/InSAR spectral decomposition methods.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Cascaded active learning for object retrieval using multiscale coarse to fine analysis.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Active learning using the data distribution for interactive image classification and retrieval.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
2010
Backscattering and Statistical Information Fusion for Urban Area Mapping Using TerraSAR-X Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010
A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment.
IEEE Geosci. Remote. Sens. Lett., 2010
Multiscale and Dimensionality Behavior of ICA Components for Satellite Image Indexing.
IEEE Geosci. Remote. Sens. Lett., 2010
Impact of model order and estimation window for indexing TerraSAR-X images using Gauss Markov random fields.
Proceedings of the SAR Image Analysis, 2010
SAR complex image analysis: A Gauss Markov and a multiple sub-aperture based target characterization.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Image information mining methods for exploring and understanding high resolution images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Automatic Feature Selection for Operational Scenarios of Satellite Image Understanding using Measures of Mutual Information.
Proceedings of the SSW 2010, 2010
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010
2009
Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter.
IEEE Trans. Image Process., 2009
IEEE Geosci. Remote. Sens. Lett., 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Automated Information Extraction from High Resolution SAR Images: TerraSAR-X Interpretation Applications.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Semi-supervised Learning and Discovery of unkown Structures among Data: Application to Satellite Image Annotation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009
2008
A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series.
IEEE Trans. Knowl. Data Eng., 2008
IEEE Geosci. Remote. Sens. Lett., 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008
Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008
2007
IEEE Trans. Geosci. Remote. Sens., 2007
IEEE Trans. Geosci. Remote. Sens., 2007
Introduction to the Special Section on Image Information Mining for Earth Observation Data.
IEEE Trans. Geosci. Remote. Sens., 2007
Supervised learning on graphs of spatio-temporal similarity in satellite image sequences
CoRR, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Linear versus non-linear analysis of relevant scatterers in high resolution SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007
2006
IEEE Signal Process. Lett., 2006
Categorization based Relevance Feedback Search Engine for Earth Observation Images Repositories.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
2005
IEEE Trans. Multim., 2005
Earth observation image and DEM information aggregation for realistic 3-D visualization of natural landscapes.
IEEE Trans. Geosci. Remote. Sens., 2005
Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning.
IEEE Trans. Geosci. Remote. Sens., 2005
Human-centered concepts for exploration and understanding of Earth observation images.
IEEE Trans. Geosci. Remote. Sens., 2005
IEEE Trans. Geosci. Remote. Sens., 2005
EURASIP J. Adv. Signal Process., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the Current Topics in Artificial Intelligence, 2005
Proceedings of the Current Topics in Artificial Intelligence, 2005
2004
Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution.
IEEE Trans. Geosci. Remote. Sens., 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Information theoretical approach for domain ontology exploration in large EO image archives.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
2003
Information fusion for scene understanding from interferometric SAR data in urban environments.
IEEE Trans. Geosci. Remote. Sens., 2003
IEEE Trans. Geosci. Remote. Sens., 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
2002
Road detection in dense urban areas using SAR imagery and the usefulness of multiple views.
IEEE Trans. Geosci. Remote. Sens., 2002
IEEE Trans. Geosci. Remote. Sens., 2002
Pattern Recognit. Lett., 2002
An Innovative Concept For Image Information Mining.
Proceedings of the Third International Workshop on Multimedia Data Mining, 2002
Scale Space Exploration For Mining Image Information Content.
Proceedings of the Third International Workshop on Multimedia Data Mining, 2002
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2000
IEEE Trans. Signal Process., 2000
IEEE Trans. Geosci. Remote. Sens., 2000
IEEE Trans. Geosci. Remote. Sens., 2000
1998
Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields.
IEEE Trans. Geosci. Remote. Sens., 1998
Spatial information retrieval from remote-sensing images. I. Information theoretical perspective.
IEEE Trans. Geosci. Remote. Sens., 1998
Proceedings of the SAR Image Analysis, 1998
1993
Fusion of Real and Synthetic Images for Remote Sensing Scene Understanding.
Proceedings of the Fractals in the Natural and Applied Sciences, 1993