Mihai Datcu

According to our database1, Mihai Datcu authored at least 248 papers between 1993 and 2019.

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

2019
Multilabel Annotation of Multispectral Remote Sensing Images using Error-Correcting Output Codes and Most Ambiguous Examples.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2019

Unbiased Seamless SAR Image Change Detection Based on Normalized Compression Distance.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 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 Recognition, 2019

Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring.
Data Min. Knowl. Discov., 2019

CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing.
CoRR, 2019

Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs.
SCIENCE CHINA Information Sciences, 2019


2018
SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Joint SAR Image Time Series and PSInSAR Data Analytics: An LDA Based Approach.
Remote Sensing, 2018

Super-Resolution Multi-Look Detection in SAR Tomography.
Remote Sensing, 2018

Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X.
Remote Sensing, 2018

Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model.
IEEE Geosci. Remote Sensing Lett., 2018

Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition.
IEEE Geosci. Remote Sensing Lett., 2018

Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation.
Geo-spatial Information Science, 2018

On the Use of Normalized Compression Distances for Image Similarity Detection.
Entropy, 2018

Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X.
CoRR, 2018

Understanding Heterogeneous EO Datasets: A Framework for Semantic Representations.
IEEE Access, 2018

Deep Neural Networks Based Semantic Segmentation for Optical Time Series.
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

Exploratory Visual Analysis of Multispectral EO Images Based on DNN.
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

Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set.
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

Normalized Compression Distance for SAR Image Change Detection.
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

ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).
Proceedings of the 24th International Conference on Pattern Recognition, 2018

DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Earth Observation Image Semantic Bias: A Collaborative User Annotation Approach.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Quantitative Evaluation of the Feature Space Transformation Methods Used for Applications of Visual Semantic Clustering of EO Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation.
IEEE Geosci. Remote Sensing Lett., 2017

New MPEG-7 Scalable Color Descriptor Based on Polar Coordinates for Multispectral Earth Observation Image Analysis.
IEEE Geosci. Remote Sensing Lett., 2017

DOTA: A Large-scale Dataset for Object Detection in Aerial Images.
CoRR, 2017

Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data.
CoRR, 2017

Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
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

Image representation alternatives for the analysis of satellite image time series.
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

Semantic segmentation of aerial images with explicit class-boundary modeling.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Visual data mining applied on earth observation datasets.
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. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Semi-supervised Hierarchical Clustering for Semantic SAR Image Annotation.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Land Cover Semantic Annotation Derived from High-Resolution SAR Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Immersive Interactive SAR Image Representation Using Non-negative Matrix Factorization.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks.
IEEE Geosci. Remote Sensing Lett., 2016

Dimensionality Reduction for Visual Data Mining of Earth Observation Archives.
IEEE Geosci. Remote Sensing Lett., 2016

Feature Extraction for Patch-Based Classification of Multispectral Earth Observation Images.
IEEE Geosci. Remote Sensing Lett., 2016

The Earth-Observation Epitome: A New Interactive Value-Added Product.
IEEE Geosci. Remote Sensing Lett., 2016

Immersive visualization of visual data using nonnegative matrix factorization.
Neurocomputing, 2016

Discriminative Nonnegative Matrix Factorization for dimensionality reduction.
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

Compound and configurable framework for exploratory earth observation data analysis.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A convolutional deep belief network for polarimetric SAR data feature extraction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A bistatic SAR simulator for ground-based fixed-receiver geometry.
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

Visual data mining for feature space exploration using in-situ data.
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

2015
Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 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. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Remote Sensing Image Classification: No Features, No Clustering.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Visualization-Based Active Learning for the Annotation of SAR Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Automatic Change Analysis in Satellite Images Using Binary Descriptors and Lloyd-Max Quantization.
IEEE Geosci. Remote Sensing Lett., 2015

FrFT-Based Scene Classification of Phase-Gradient InSAR Images and Effective Baseline Dependence.
IEEE Geosci. Remote Sensing Lett., 2015

The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images.
IEEE Geosci. Remote Sensing Lett., 2015

A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches.
IEEE Geosci. Remote Sensing Lett., 2015

Visual analytics for semantic queries of TerraSAR-X image content.
Proceedings of the SAR Image Analysis, 2015

Spatio-temporal characterization in satellite image time series.
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

A study of multi-sensor satellite image indexing.
Proceedings of the Joint Urban Remote Sensing Event, 2015

A hierarchical patch clustering method for high-resolution TerraSAR-X images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Polarimetric SAR data feature selection using measures of mutual information.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

An assessment of feature extraction methods for SENTINEL-1 images on urban areas.
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

GPU-based kernelized locality-sensitive hashing for satellite image retrieval.
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

Interactive feature learning from SAR image patches.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

LUCAS Visual Browser: A tool for land cover visual analytics.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Rate-distortion performance of compressive sensing in single pixel camera.
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

Image classification: No features, no clustering.
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

Pheromone averaging exploration algorithm.
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
Despeckling and Information Extraction From SLC SAR Images.
IEEE Trans. Geoscience and Remote Sensing, 2014

Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Authorship analysis based on data compression.
Pattern Recognition Letters, 2014

A Comparative Study of Statistical Models for Multilook SAR Images.
IEEE Geosci. Remote Sensing Lett., 2014

Authorship Analysis based on Data Compression.
CoRR, 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

Quantitative flood assessment: Case study of floods in Germany.
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

Scene recognition based on phase gradient InSAR images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Farness preserving Non-negative matrix factorization.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Big, Linked and Open Data: Applications in the German Aerospace Center.
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

Locally Linear Salient Coding for image classification.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
Latent Dirichlet Allocation for Spatial Analysis of Satellite Images.
IEEE Trans. Geoscience and Remote Sensing, 2013

A Latent Analysis of Earth Surface Dynamic Evolution Using Change Map Time Series.
IEEE Trans. Geoscience and Remote Sensing, 2013

SAR Image Categorization With Log Cumulants of the Fractional Fourier Transform Coefficients.
IEEE Trans. Geoscience and Remote Sensing, 2013

Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata.
IEEE Trans. Geoscience and Remote Sensing, 2013

Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters.
IEEE Trans. Geoscience and Remote Sensing, 2013

Further results on dissimilarity spaces for hyperspectral images RF-CBIR.
Pattern Recognition Letters, 2013

Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing.
IEEE Geosci. Remote Sensing Lett., 2013

Expanding the Algorithmic Information Theory Frame for Applications to Earth Observation.
Entropy, 2013

Further results on dissimilarity spaces for hyperspectral images RF-CBIR.
CoRR, 2013

Semantic analysis of EO-1 hyperion hyperspectral data.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Data vaults: a database welcome to scientific file repositories.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

2D phase unwrapping using Markov random field based phase locked loops.
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

Architecture concept for Earth Observation data mining system.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

How many categories are in very high resolution SAR images?
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

Measuring the semantic gap based on a communication channel model.
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, 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. Geoscience and Remote Sensing, 2012

Statistical Wavelet Subband Modeling for Multi-Temporal SAR Change Detection.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

TELEIOS: A Database-Powered Virtual Earth Observatory.
PVLDB, 2012

SAR Target Analysis Based on Multiple-Sublook Decomposition: A Visual Exploration Approach.
IEEE Geosci. Remote Sensing Lett., 2012

Contextual Descriptors for Scene Classes in Very High Resolution SAR Images.
IEEE Geosci. Remote Sensing Lett., 2012

A fast compression-based similarity measure with applications to content-based image retrieval.
J. Visual Communication and Image Representation, 2012

A fast compression-based similarity measure with applications to content-based image retrieval
CoRR, 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

Automated interpretation of very-high resolution SAR images.
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

Optimized lossless compression of remote sensing image files using splay trees.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

SBAS and PS measurement fusion for enhancing displacement measurements.
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

Cascade active learning for SAR image annotation.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A semantic framework for data retrieval in large remote sensing databases.
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

Deep learning in very high resolution remote sensing image information mining communication concept.
Proceedings of the 20th European Signal Processing Conference, 2012

A survey of density estimation for sar images.
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

Semantic analysis of satellite image time series.
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. Topics in Appl. Earth Observ. and Remote Sensing, 2011

Algorithmic Relative Complexity.
Entropy, 2011

Information theoretical similarity measure for change detection.
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

Satellite image artifacts detection based on complexity distortion theory.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Mining large satellite image repositories using semi-supervised methods.
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. Topics in Appl. Earth Observ. and Remote Sensing, 2010

A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2010

Huber-Markov Model for Complex SAR Image Restoration.
IEEE Geosci. Remote Sensing Lett., 2010

System Design Considerations for Image Information Mining in Large Archives.
IEEE Geosci. Remote Sensing Lett., 2010

Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation.
IEEE Geosci. Remote Sensing Lett., 2010

Despeckling of TerraSAR-X Data Using Second-Generation Wavelets.
IEEE Geosci. Remote Sensing Lett., 2010

Gibbs Random Field Models for Model-Based Despeckling of SAR Images.
IEEE Geosci. Remote Sensing Lett., 2010

Coarse-to-Fine Approach for Urban Area Interpretation Using TerraSAR-X Data.
IEEE Geosci. Remote Sensing Lett., 2010

Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment.
IEEE Geosci. Remote Sensing Lett., 2010

Multiscale and Dimensionality Behavior of ICA Components for Satellite Image Indexing.
IEEE Geosci. Remote Sensing 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

Generic object recognition in high resolution SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Multitemporal analysis of multisensor data: Information theoretical approaches.
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

Texture estimation in sar images: The impact of scale and model order.
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

A Similarity Measure Using Smallest Context-Free Grammars.
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 Processing, 2009

Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure.
IEEE Geosci. Remote Sensing Lett., 2009

Parametric Versus Non-parametric Complex Image Analysis.
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

Bayesian Restoration of Interferometric Phase through Biased Anisotropic Diffusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Enhancing Complex Interferograms by Anisotropic Diffusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Parameter-free Clustering: Application to Fawns Detection.
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

Algorithmic Cross-Complexity and Relative Complexity.
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

Rate Distortion Based Detection of Artifacts in Earth Observation Images.
IEEE Geosci. Remote Sensing Lett., 2008

TerraSAR-X: Complex Image Inversion for Feature Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Optimized Multilooking for Robust SAR Image Indexing.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Model Free Earth Observation Image Artifact Detection.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Automated Information Extraction from TerraSAR-X Data: The Content Map.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Geometrical and Topological Urban Areas Characterization using TerraSAR-X Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Image Classification and Indexing Using Data Compression Based Techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Complexity Based Image Artifact Detection.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

A Model Conditioned Data Compression Based Similarity Measure.
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
Image Time-Series Data Mining Based on the Information-Bottleneck Principle.
IEEE Trans. Geoscience and Remote Sensing, 2007

Wavelet-Based Despeckling of SAR Images Using Gauss-Markov Random Fields.
IEEE Trans. Geoscience and Remote Sensing, 2007

Introduction to the Special Section on Image Information Mining for Earth Observation Data.
IEEE Trans. Geoscience and Remote Sensing, 2007

Supervised learning on graphs of spatio-temporal similarity in satellite image sequences
CoRR, 2007

Stochastic models of SLC HR SAR images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

A Bayesian multi-class image content retrieval.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Knowledge centred Earth Observation: Feature Extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Learning - unlearning for mining high resolution EO images.
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

The Model based Similarity Metric.
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

2006
Gauss-Markov Model for Wavelet-Based SAR Image Despeckling.
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
Design and evaluation of human-machine communication for image information mining.
IEEE Trans. Multimedia, 2005

Earth observation image and DEM information aggregation for realistic 3-D visualization of natural landscapes.
IEEE Trans. Geoscience and Remote Sensing, 2005

Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning.
IEEE Trans. Geoscience and Remote Sensing, 2005

Human-centered concepts for exploration and understanding of Earth observation images.
IEEE Trans. Geoscience and Remote Sensing, 2005

Information mining in remote sensing image archives: system evaluation.
IEEE Trans. Geoscience and Remote Sensing, 2005

Image Information Mining System Evaluation Using Information-Theoretic Measures.
EURASIP J. Adv. Sig. Proc., 2005

Model based SAR data compression.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Object and topology extraction from remote sensing images.
Proceedings of the 2005 International Conference on Image Processing, 2005

Image Disorder Characterization Based on Rate Distortion.
Proceedings of the Current Topics in Artificial Intelligence, 2005

Mutual Information Based Measure for Image Content Characterization.
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. Geoscience and Remote Sensing, 2004

Image time-series mining.
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. Geoscience and Remote Sensing, 2003

Information mining in remote sensing image archives: system concepts.
IEEE Trans. Geoscience and Remote Sensing, 2003

2002
Road detection in dense urban areas using SAR imagery and the usefulness of multiple views.
IEEE Trans. Geoscience and Remote Sensing, 2002

Multisource data classification with dependence trees.
IEEE Trans. Geoscience and Remote Sensing, 2002

Bayesian selection of the neighbourhood order for Gauss-Markov texture models.
Pattern Recognition Letters, 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 Mining Multimedia and Complex Data, 2002

Image information mining utilizing hierarchical segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

New concepts for earth observation data catalogues.
Proceedings of the 11th European Signal Processing Conference, 2002

Information extraction from high resolution SAR data.
Proceedings of the 11th European Signal Processing Conference, 2002

2000
Bayesian approaches to phase unwrapping: theoretical study.
IEEE Trans. Signal Processing, 2000

Model-based despeckling and information extraction from SAR images.
IEEE Trans. Geoscience and Remote Sensing, 2000

Interactive learning and probabilistic retrieval in remote sensing image archives.
IEEE Trans. Geoscience and Remote Sensing, 2000

1998
Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields.
IEEE Trans. Geoscience and Remote Sensing, 1998

Spatial information retrieval from remote-sensing images. I. Information theoretical perspective.
IEEE Trans. Geoscience and Remote Sensing, 1998

Multiscale Bayesian height estimation from InSAR using a fractal prior.
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


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