Mihai P. Datcu
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(Suggest an Edit or Addition)Mihai P. Datcu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- DOTA: A Large-Scale Dataset for Object Detection in Aerial Images (2017) (1184)
- Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection (2016) (488)
- Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks (2016) (471)
- Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation (2010) (268)
- SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS (2016) (266)
- Information mining in remote sensing image archives: system concepts (2003) (248)
- Model-based despeckling and information extraction from SAR images (2000) (221)
- Spatial information retrieval from remote-sensing images. I. Information theoretical perspective (1998) (159)
- Interactive learning and probabilistic retrieval in remote sensing image archives (2000) (151)
- Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields (1998) (141)
- Road detection in dense urban areas using SAR imagery and the usefulness of multiple views (2002) (129)
- Bayesian approaches to phase unwrapping: theoretical study (2000) (108)
- Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges (2021) (105)
- Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution (2004) (103)
- Bridging the Semantic Gap for Satellite Image Annotation and Automatic Mapping Applications (2011) (96)
- Human-centered concepts for exploration and understanding of Earth observation images (2005) (90)
- Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation (2017) (83)
- A fast compression-based similarity measure with applications to content-based image retrieval (2012) (76)
- Latent Dirichlet Allocation for Spatial Analysis of Satellite Images (2013) (74)
- Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters (2013) (74)
- Information mining in remote sensing image archives: system evaluation (2005) (73)
- Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning (2005) (70)
- Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata (2013) (67)
- Wavelet-Based Despeckling of SAR Images Using Gauss–Markov Random Fields (2007) (65)
- Contextual Descriptors for Scene Classes in Very High Resolution SAR Images (2012) (63)
- Discriminative Nonnegative Matrix Factorization for dimensionality reduction (2016) (55)
- Image information mining: exploration of image content in large archives (2000) (51)
- A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches (2015) (51)
- SAR Image Categorization With Log Cumulants of the Fractional Fourier Transform Coefficients (2013) (48)
- Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning (2020) (47)
- Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing (2013) (46)
- Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies (2015) (46)
- Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter (2009) (45)
- Statistical Wavelet Subband Modeling for Multi-Temporal SAR Change Detection (2012) (43)
- Information Mining in Remote Sensing Image Archives — Part A : System Concepts (2003) (43)
- Image Time-Series Data Mining Based on the Information-Bottleneck Principle (2007) (42)
- Gauss-Markov Model for Wavelet-Based SAR Image Despeckling (2006) (42)
- Deep SAR-Net: Learning objects from signals (2020) (42)
- Knowledge-driven Information-Mining in Remote Sensing Image Archives (2002) (40)
- Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images (2015) (39)
- Information Mining in Remote Sensing Image Archives (1999) (38)
- Despeckling of TerraSAR-X Data Using Second-Generation Wavelets (2010) (38)
- CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing (2019) (37)
- Evaluation of Bayesian Despeckling and Texture Extraction Methods Based on Gauss–Markov and Auto-Binomial Gibbs Random Fields: Application to TerraSAR-X Data (2012) (36)
- Land Cover Semantic Annotation Derived from High-Resolution SAR Images (2016) (36)
- A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series (2008) (35)
- Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning (2014) (34)
- Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment (2010) (33)
- Information fusion for scene understanding from interferometric SAR data in urban environments (2003) (33)
- Multisource data classification with dependence trees (2002) (33)
- Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X (2018) (33)
- A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases (2010) (32)
- A Comparative Study of Statistical Models for Multilook SAR Images (2014) (32)
- Remote Sensing Image Classification: No Features, No Clustering (2015) (31)
- Generalisation of inverse synthetic aperture radar autofocusing methods based on the minimisation of the Renyi entropy (2010) (30)
- Deep learning in very high resolution remote sensing image information mining communication concept (2012) (30)
- Categorization based Relevance Feedback Search Engine for Earth Observation Images Repositories (2006) (30)
- A Latent Analysis of Earth Surface Dynamic Evolution Using Change Map Time Series (2013) (29)
- Coarse-to-Fine Approach for Urban Area Interpretation Using TerraSAR-X Data (2010) (29)
- A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection (2016) (28)
- Query by image content from remote sensing archives (1998) (28)
- Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm (2019) (28)
- Semantic annotation in earth observation based on active learning (2014) (28)
- SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes (2018) (28)
- Comparison of Kullback-Leibler divergence approximation methods between Gaussian mixture models for satellite image retrieval (2015) (27)
- Huber–Markov Model for Complex SAR Image Restoration (2010) (26)
- Contrastive-Regulated CNN in the Complex Domain: A Method to Learn Physical Scattering Signatures From Flexible PolSAR Images (2019) (23)
- Visualization-Based Active Learning for the Annotation of SAR Images (2015) (23)
- Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data (2017) (23)
- Image information mining utilizing hierarchical segmentation (2002) (23)
- OpenSARUrban: A Sentinel-1 SAR Image Dataset for Urban Interpretation (2020) (23)
- Gibbs random field models: a toolbox for spatial information extraction (2000) (22)
- New architectures for remote sensing image archives (1997) (22)
- Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure (2009) (22)
- FLOOD DETECTION IN TIME SERIES OF OPTICAL AND SAR IMAGES (2020) (22)
- Design and evaluation of human-machine communication for image information mining (2005) (21)
- Algorithmic Relative Complexity (2011) (21)
- TELEIOS: A Database-Powered Virtual Earth Observatory (2012) (21)
- Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model (2018) (21)
- Query by image content and information mining (1999) (21)
- Gibbs Random Field Models for Model-Based Despeckling of SAR Images (2010) (21)
- A Model Conditioned Data Compression Based Similarity Measure (2008) (21)
- Feature Extraction for Patch-Based Classification of Multispectral Earth Observation Images (2016) (20)
- The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images (2015) (20)
- DEEP NEURAL NETWORKS FOR ABOVE-GROUND DETECTION IN VERY HIGH SPATIAL RESOLUTION DIGITAL ELEVATION MODELS (2015) (20)
- Authorship analysis based on data compression (2014) (19)
- Automatic Change Analysis in Satellite Images Using Binary Descriptors and Lloyd–Max Quantization (2015) (19)
- Introduction to the Special Section on Image Information Mining for Earth Observation Data (2007) (19)
- Gibbs random field models for image content characterization (1997) (19)
- Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms (2012) (19)
- Selection of relevant features and TerraSAR-X products for classification of high resolution SAR images (2012) (19)
- Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images (2012) (18)
- CrossATNet - a novel cross-attention based framework for sketch-based image retrieval (2020) (18)
- Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies (2015) (18)
- On the Use of Normalized Compression Distances for Image Similarity Detection (2018) (18)
- Bayesian model based city reconstruction from high resolution ISAR data (2001) (18)
- Measuring the semantic gap based on a communication channel model (2013) (17)
- Multiresolution Analysis of SAR Images. (1996) (17)
- Quality evaluation of compressed optical and SAR images: JPEG vs. wavelets (1995) (16)
- Special focus on deep learning in remote sensing image processing (2020) (16)
- FEATURE SELECTION FOR SATELLITE IMAGE INDEXING (2005) (16)
- Image Information Mining System Evaluation Using Information-Theoretic Measures (2005) (16)
- Semantic segmentation using deep neural networks for SAR and optical image pairs (2017) (16)
- Information fusion approach for the data classification: an example for ERS‐1/2 InSAR data (2008) (16)
- Super-Resolution Multi-Look Detection in SAR Tomography (2018) (16)
- Image retrieval using compression-based techniques (2010) (15)
- Multiscale Markov random fields for large image datasets representation (1997) (15)
- Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation (2017) (15)
- Wavelet analysis for audio signals with music classification applications (2009) (15)
- Data vaults: a database welcome to scientific file repositories (2013) (15)
- A Quantum Annealer for Subset Feature Selection and the Classification of Hyperspectral Images (2021) (15)
- Backscattering and Statistical Information Fusion for Urban Area Mapping Using TerraSAR-X Data (2010) (15)
- Assessment of dimensionality reduction based on communication channel model; application to immersive information visualization (2013) (14)
- Farness preserving Non-negative matrix factorization (2014) (14)
- BAYESIAN METHODS : APPLICATIONS IN INFORMATION AGGREGATION AND IMAGE DATA MINING (1999) (14)
- Immersive Interactive Information Mining with Application to Earth Observation Data Retrieval (2013) (14)
- Classification of Remote Sensing Images With Parameterized Quantum Gates (2022) (14)
- Bayesian selection of the neighbourhood order for Gauss-Markov texture models (2002) (14)
- Semi-supervised Hierarchical Clustering for Semantic SAR Image Annotation (2016) (14)
- SAR DEM filtering by mean of Bayesian and multi-scale, nonstationary methods (2003) (14)
- Bayesian modeling of remote sensing image content (1999) (14)
- User-oriented content labeling in remote sensing image archives (1998) (13)
- Complex SAR image characterization using space variant spectral analysis (2008) (13)
- Cascaded active learning for object retrieval using multiscale coarse to fine analysis (2011) (13)
- Multiscale and Dimensionality Behavior of ICA Components for Satellite Image Indexing (2010) (13)
- Algorithmic Cross-Complexity and Relative Complexity (2009) (12)
- GPU-based kernelized locality-sensitive hashing for satellite image retrieval (2015) (12)
- Scene Understanding from SAR Images. (1996) (12)
- Compact Ground-Based Interferometric Synthetic Aperture Radar: Short-range structural monitoring (2019) (12)
- Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation (2018) (12)
- COBIS: Opportunistic C-Band Bistatic SAR Differential Interferometry (2019) (12)
- Maximum-entropy methods for despeckling and resampling synthetic aperture radar images of rough terrain (1997) (12)
- Application and Evaluation of a Hierarchical Patch Clustering Method for Remote Sensing Images (2016) (12)
- Multitemporal analysis of multisensor data: Information theoretical approaches (2010) (12)
- Expanding the Algorithmic Information Theory Frame for Applications to Earth Observation (2013) (12)
- Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images (2015) (12)
- Multiscale image segmentation with a dynamic label tree (1998) (11)
- Scale Space Exploration For Mining Image Information Content (2002) (11)
- Dimensionality Reduction for Visual Data Mining of Earth Observation Archives (2016) (11)
- Land cover dynamics classification using multi-temporal spectral indices from satellite image time series (2010) (11)
- An Innovative Concept for Image Information Mining (2002) (11)
- Bistatic SAR imaging with Sentinel-1 operating in TOPSAR mode (2017) (11)
- Simplified bistatic SAR imaging with a fixed receiver and TerraSAR-X as transmitter of opportunity - first results (2016) (11)
- FrFT-Based Scene Classification of Phase-Gradient InSAR Images and Effective Baseline Dependence (2015) (11)
- Meta features for remote sensing image content indexing (1998) (10)
- Use of the second-kind statistics for VHR SAR image retrieval (2012) (10)
- Image information mining and remote sensing data interpretation (2000) (10)
- From Copernicus Big Data to Extreme Earth Analytics (2019) (10)
- Information extraction from high resolution SAR data for urban scene understanding (2003) (10)
- System Design Considerations for Image Information Mining in Large Archives (2010) (10)
- HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical Scattering Properties of Single-Polarized SAR Image (2020) (10)
- Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs (2019) (10)
- A convolutional deep belief network for polarimetric SAR data feature extraction (2016) (10)
- Immersive visualization of visual data using nonnegative matrix factorization (2016) (9)
- Mining large satellite image repositories using semi-supervised methods (2011) (9)
- SAR Target Analysis Based on Multiple-Sublook Decomposition: A Visual Exploration Approach (2012) (9)
- Earth Observation Image Semantic Bias: A Collaborative User Annotation Approach (2017) (9)
- New MPEG-7 Scalable Color Descriptor Based on Polar Coordinates for Multispectral Earth Observation Image Analysis (2017) (9)
- Parameter-free clustering: Application to fawns detection (2009) (9)
- Learning - unlearning for mining high resolution EO images (2007) (9)
- Earth observation image and DEM information aggregation for realistic 3-D visualization of natural landscapes (2005) (9)
- Information Content of Very High Resolution SAR Images: Study of Dependency of SAR Image Structure Descriptors with Incidence Angle (2012) (9)
- Model for SAR images (1992) (9)
- Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data (2012) (9)
- Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition (2018) (9)
- Interferometric SAR topographic mapping, a Bayesian model-based approach (1997) (9)
- Image Classification and Indexing Using Data Compression Based Techniques (2008) (9)
- A Zero-Shot Sketch-Based Intermodal Object Retrieval Scheme for Remote Sensing Images (2020) (9)
- An Active-Learning approach to the query by example retrieval in remote sensing images (2016) (8)
- Analysis of Satellite Image Time Series Based on Information Bottleneck (2006) (8)
- A Simplified Framework for Zero-shot Cross-Modal Sketch Data Retrieval (2020) (8)
- Land-cover change detection using local feature descriptors extracted from spectral indices (2017) (8)
- Fusion of Real and Synthetic Images for Remote Sensing Scene Understanding (1993) (8)
- Multilabel Annotation of Multispectral Remote Sensing Images using Error-Correcting Output Codes and Most Ambiguous Examples (2019) (8)
- Model Fitting and Model Evidence for Multiscale Image Texture Analysis (2004) (8)
- Human centered concepts for exploration and understanding of satellite images (2003) (8)
- Semantic analysis of satellite image time series (2012) (8)
- The Application of Forward Modelling as a Data Analysis Tool (1999) (8)
- Physically Explainable CNN for SAR Image Classification (2021) (8)
- Phase information contained in meter-scale SAR images (2007) (8)
- Clustering algorithms for large sets of heterogeneous remote sensing data (1999) (8)
- A comparison of multispectral satellite sequence compression approaches (2005) (8)
- Radiometric evolution classification in a High Resolution Satellite Image Time Series (SITS) (2008) (8)
- Speckle reduction in SAR images-techniques and prospects (1997) (8)
- Advanced remote sensing information system at ETH Zürich and DLR (1999) (8)
- Complexity Based Image Artifact Detection (2008) (8)
- Dictionary based Hyperspectral Image Retrieval (2016) (8)
- Multi-scale indices for content-based image retrieval (1999) (8)
- Gauss–Markov Model for Wavelet-Based SAR Image Despeckling (2006) (8)
- Land-cover evolution class analysis in Image Time Series of Landsat and Sentinel-2 based on Latent Dirichlet Allocation (2017) (8)
- Despeckling and Information Extraction From SLC SAR Images (2014) (7)
- Query by example in Earth-Observation image archive using data compression-based approach (2012) (7)
- Automated information extraction from high resolution SAR images: TerraSAR-X interpretation applications (2009) (7)
- How many categories are in very high resolution SAR images? (2013) (7)
- Information theoretical similarity measure for change detection (2011) (7)
- Stochastic modelling for structure reconstruction from high-resolution SAR data (2003) (7)
- Object and topology extraction from remote sensing images (2005) (7)
- Cramer-Rao Bound-Based Evaluation of Texture Extraction from SAR Images (2009) (7)
- Feature space dimensionality reduction for the optimization of visualization methods (2015) (7)
- A Taxonomy for High Resolution SAR Images (2014) (7)
- Artificial Intelligence Data Science Methodology for Earth Observation (2019) (7)
- Multitemporal Satellite Image Time Series analysis of urban development in Bucharest and Ilfov areas (2014) (7)
- Bayesian approach to SAR image reconstruction (1997) (7)
- Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives (2017) (7)
- Semantic segmentation using the fully convolutional networks for SAR and optical image pairs (2017) (7)
- Feature-Free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation (2021) (7)
- Wavelet-Based Digital Elevation Model Analysis (1996) (7)
- Natural Embedding of the Stokes Parameters of Polarimetric Synthetic Aperture Radar Images in a Gate-Based Quantum Computer (2021) (7)
- Rate Distortion Based Detection of Artifacts in Earth Observation Images (2008) (7)
- Coarse to fine patches-based multitemporal analysis of very high resolution satellite images (2011) (7)
- Application of Visual Data Mining for Earth Observation Use Cases (2014) (6)
- Interband Retrieval and Classification Using the Multilabeled Sentinel-2 BigEarthNet Archive (2021) (6)
- Relevant Scatterers Characterization in SAR Images (2006) (6)
- ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18) (2018) (6)
- Generation of synthetic images for the alleviation of radiometric influences induced by the topography (1993) (6)
- A Similarity Measure Using Smallest Context-Free Grammars (2010) (6)
- Parameter free image artifacts detection: a compression based approach (2010) (6)
- Cluster structure evaluation of dyadic k-means for mining large image archives (2003) (6)
- Data cleaning: Approaches for earth observation image information mining (2011) (6)
- Scene understanding from SAR images. An overview (1996) (6)
- On Bayesian Inference, Maximum Entropy and Support Vector Machines Methods (2006) (6)
- Advanced remote sensing information system program at ETH Zurich and DLR/DFD Oberpfaffenhofen (1999) (6)
- Topographic mapping: a new approach (1998) (6)
- Semi-supervised learning and discovery of unkown structures among data: Application to satellite image annotation (2009) (6)
- Automated interpretation of very-high resolution SAR images (2012) (6)
- Multiscale Bayesian height estimation from InSAR using a fractal prior (1998) (6)
- Spotlight TerraSAR-X Data Modeling using Spectral Space-Variant Measures, for scene Targets and Structure Indexing (2010) (6)
- Characteristic scale detection in remote-sensing data (1999) (6)
- Study and assessment of selected primitive features behaviour for SAR image description (2012) (6)
- Interactive feature learning from SAR image patches (2015) (6)
- Wavelets: a universal tool for the processing of remote sensing data? (1997) (6)
- German Aerospace Center DLR, German Remote Sensing Data Center DFD, Oberpfaffenhofen D-82234 WejJling§ (1999) (6)
- Adapting Multilooking for Joint Radiometrical and Geometrical SAR Image Enhancement (2008) (6)
- Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A (2016) (6)
- Complexity based Analysis of Earth Observation Imagery: an Assessment (2008) (5)
- An information theory based image processing chain for change detection in Earth Observation (2008) (5)
- Coastline detection with time series of SAR images (2017) (5)
- SAR image content retrieval by speckle robust compression based methods (2014) (5)
- Further results on dissimilarity spaces for hyperspectral images RF-CBIR (2013) (5)
- Enhanced classification of land cover through joint analysis of Sentinel 1 and Sentinel 2 data (2016) (5)
- Polarimetric SAR data feature selection using measures of mutual information (2015) (5)
- Mutual Information Based Measure for Image Content Characterization (2005) (5)
- Fractal and Multiresolution Techniques for the Understanding of GEO-Information. (1994) (5)
- Mining very high resolution complex-valued SAR images using the fractional Fourier transform (2012) (5)
- Satellite image artifacts detection based on complexity distortion theory (2011) (5)
- Immersive Interactive SAR Image Representation Using Non-negative Matrix Factorization (2016) (5)
- Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring (2018) (5)
- A multiresolution approach for texture classification in high resolution satellite imagery (2010) (5)
- Human Centered Concepts for Exploration and Understanding of Images (2005) (5)
- Comparative study of SAR tomographic reconstruction algorithms (2015) (5)
- Multi-Aperture Focusing in Spaceborne Transmitter-Stationary Receiver Bistatic SAR (2019) (5)
- Multiaperture Focusing for Spaceborne Transmitter/Ground-Based Receiver Bistatic SAR (2020) (5)
- Wavelet feature coding for quicklook synthetic aperture radar images: an image epitome (1997) (5)
- Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data (2020) (5)
- A remote sensing image processing framework for damage assessment in a forest fire scenario (2012) (5)
- Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications (2008) (5)
- Big, Linked and Open Data: Applications in the German Aerospace Center (2014) (5)
- Creating a Reference Data Set for Satellite Image Content Based Retrieval (2014) (5)
- Interactive clustering for SAR image understanding (2014) (5)
- Image Information Mining: an Accelerated Bayesian Algorithm for Data Fusion of SAR Big Data (2014) (5)
- Assessment of Earth Observation data content based on data compression - application to settlements understanding (2012) (5)
- Image communication: New features of a Remote Sensing Data Ground Segment (1998) (5)
- Image Disorder Characterization Based on Rate Distortion (2005) (5)
- Stochastic models of SLC HR SAR images (2007) (4)
- Special Issue on Big Data From Space (2020) (4)
- LUCAS Visual Browser: A tool for land cover visual analytics (2015) (4)
- Data Mining and Knowledge Discovery tools for exploiting big Earth-Observation data (2015) (4)
- Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval (2022) (4)
- A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images (2015) (4)
- Classification of scene evolution patterns from Satellite Image Time Series based on spectro-temporal signatures (2011) (4)
- A Bayesian multi-class image content retrieval (2007) (4)
- Introduction to the Special Issue on Image Information Mining: Pursuing Automation of Geospatial Intelligence for Environment and Security (2010) (4)
- Bag-of-Visual-Words Model for Classification of Interferometric SAR Images (2016) (4)
- Maximum entropy and minimum cross-entropy methods in image processing (1993) (4)
- An inverse problem approach for the segmentation of snow cover in satellite images (1997) (4)
- PCA vs. ICA decomposition of high resolution SAR images: application to urban structures recognition (2007) (4)
- The Model based Similarity Metric (2007) (4)
- Data Mining and Knowledge Discovery for the TerraSAR-X Payload Ground Segment (2015) (4)
- Multiscale Bayesian terrain height estimation from SAR interferometry (1998) (4)
- Locally Linear Salient Coding for image classification (2014) (4)
- A survey of density estimation for sar images (2012) (4)
- Maximum Entropy Solution for InSAR Phase Unwrapping. (1996) (4)
- Zero-Shot Cross-Modal Retrieval for Remote Sensing Images With Minimal Supervision (2022) (4)
- MACHINE LEARNING FOR SEA ICE MONITORING FROM SATELLITES (2019) (4)
- Direct Ocean Surface Velocity Measurement for Chinese Gaofen-3 SAR Satellite (2021) (4)
- Image classification: No features, no clustering (2015) (4)
- A study of multi-sensor satellite image indexing (2015) (4)
- IMAGE CLASSIFICATION USING DATA COMPRESSION BASED TECHNIQUES (2008) (4)
- Phase-Scale Analysis of Complex-Valued SAR Images (2014) (4)
- Electronic Target for Ground Based SAR Displacement Measurements (2018) (4)
- Persistent scatterers detection on synthetic aperture radar images acquired by Sentinel-1 satellite (2016) (4)
- Scene recognition based on phase gradient InSAR images (2014) (4)
- Understanding satellite images: a data mining module for Sentinel images (2020) (4)
- Pulse Radar with Field-Programmable Gate Array Range Compression for Real Time Displacement and Vibration Monitoring (2018) (4)
- A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation (2016) (4)
- Cascade active learning for SAR image annotation (2012) (4)
- Understanding Heterogeneous EO Datasets: A Framework for Semantic Representations (2018) (4)
- Data Science Workflows for the CANDELA Project (2019) (4)
- Experience gained with texture modeling and classification of 1 meter resolution SAR images (2009) (4)
- Classification of dynamic evolutions from satellitar image time series based on similarity measures (2011) (3)
- Unsupervised classification of EO-1 hyperion hyperspectral data using Latent Dirichlet Allocation (2013) (3)
- Multiresolution Analysis of DEMs: Error and Artifact characterization (1997) (3)
- Inversion algorithms and PS detection in SAR tomography, case study of Bucharest city (2016) (3)
- A neural network approach for land-cover change detection in multi-temporal multispectral remote-sensing imagery (2011) (3)
- Image information mining methods for exploring and understanding high resolution images (2010) (3)
- Candela: A Cloud Platform for Copernicus Earth Observation Data Analytics (2020) (3)
- Analyzing the Separability of SAR Classification Dataset in Open Set Conditions (2021) (3)
- SAR complex image analysis: A Gauss Markov and a multiple sub-aperture based target characterization (2010) (3)
- Joint SAR Image Time Series and PSInSAR Data Analytics: An LDA Based Approach (2018) (3)
- Repeat-Pass Spaceborne Transmitter-Stationary Receiver Bistatic Sar Interferometry - First Results (2018) (3)
- Optimized Multilooking for Robust SAR Image Indexing (2008) (3)
- Phase characterization of polarimetric SAR images (2007) (3)
- Rate-distortion performance of compressive sensing in single pixel camera (2015) (3)
- Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image (2020) (3)
- Active learning using a low-rank classifier (2015) (3)
- Building remote sensing applications using scientific database and semantic web technologies (2012) (3)
- Cascade Active Learning for Evolution Pattern Extraction from SAR Image Time Series (2013) (3)
- A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation (2016) (3)
- Linear versus non-linear analysis of relevant scatterers in high resolution SAR images (2007) (3)
- OPTIMAL MULTILOOKING FOR ROBUST SAR IMAGE INDEXING (2008) (3)
- On the beat signal synchronisation of interferometric FMCW radars (2017) (3)
- Knowledge Based Image Information Mining System -KIM used for flooding and other risk assessments (2007) (3)
- A new image formation model for the segmentation of the snow cover in mountainous areas. (1997) (3)
- Study of information content of SAR images (2008) (3)
- TEXTURE RECONSTRUCTION IN NOISY IMAGES (1999) (3)
- Exploratory Visual Analysis of Multispectral EO Images Based on DNN (2018) (3)
- Diversity of settlement categories in very high resolution SAR images (2013) (3)
- Improving knowledge discovery from synthetic aperture radar images using the linked open data cloud and Sextant (2014) (3)
- TerraSAR-X a Complex Image Approach for Feature Extraction and Modeling (2008) (3)
- Phase Characterization of PolSAR Images (2007) (3)
- Hybrid Gan and Spectral Angular Distance for Cloud Removal (2021) (3)
- Normalized Compression Distance for SAR Image Change Detection (2018) (3)
- Assembly of a Coreset of Earth Observation Images on a Small Quantum Computer (2021) (3)
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- Image semantics: gaining meaning by spatial reasoning (2008) (0)
- Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery (2021) (0)
- Mining Satellite Image Time Series: Statistical Modeling and Evolution Analysis (2011) (0)
- Analysis of Multiresolution Stochastic Processes (1994) (0)
- Understanding and Interpretation of High Resolution SAR Images (2010) (0)
- Searching domain ontologies (2004) (0)
- The Use of Cascaded Learning for TerraSAR-X Image Classification (2016) (0)
- Perspectives of SAR Imaging (2013) (0)
- Data and Tools : the Thematic Exploitation Platform Concept (2016) (0)
- High Resolution Earth Observation Image Understanding (2008) (0)
- PCA vs. ICA Decomposition of HR SAR Images: Application to Urban Structures Recognition (2007) (0)
- Mining Earth Observation Big Data: methods and applications (2014) (0)
- Bayesian texture extraction from metric resolution SAR images (2002) (0)
- The information content of meter resolution SAR images (2004) (0)
- Earth Observation archives (2003) (0)
- Gibbs Random Field Models for Despeckling of SAR Images (2008) (0)
- SAR image understanding for students (2008) (0)
- Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing (2022) (0)
- 2D phase unwrapping using Markov random field based phase locked loops (2013) (0)
- Exploring high Resolution Satellite Image Collections Using their High-Level Features (2014) (0)
- Sentinel-1 Potential for Land Cover Classification (2017) (0)
- FPGA Accelerator for Meta-Recognition Anomaly Detection: Case of Burned Area Detection (2023) (0)
- Optimal Processing for Geometric and Topological Features Extraction from TerraSAR-X Data (2008) (0)
- Classification of Danube Delta boundaries by using machine learning algorithms on co-registered Sentinel-1 and Sentinel-2 data (2023) (0)
- An analysis on the contribution of the phase componentfor scene class recognition in TerraSAR-X scenes (2013) (0)
- Earth Observation Semantics and Data Analytics for Coastal Environmental Areas (2018) (0)
- Keynote Big SAR Data: from computational sensing to computational intelligence (2017) (0)
- Multiresolution Algorithms for the Enhancement of SAR Images. (1995) (0)
- Improvement of submillimeter spectrometric measurement via deconvolution (2017) (0)
- Optimal Processing for Geometric Feature Extraction from TerraSAR-X Data (2007) (0)
- Hierarchical concept for reasoning on segmentations of Satellite Image Time Series: first results (2006) (0)
- Minimum Description Length principle applied to the segmentation of High Resolution Satellite Image Time Series (2008) (0)
- A Mulitresolution Mulitlevel Approach to Atmospheric Retrieval (1997) (0)
- EO Big Data Mining: AI paradigms, tools and applications (2019) (0)
- Comparison and Synergism of ERS-1 SAR Data and Landsat-5 TM Imagery for Snowcover Determination in Regions with High Relief. (1994) (0)
- CNES-DLR Activities in Information Extraction for High-Resolution Image Understanding (2004) (0)
- Analysis of Protected Areas: The Use of Satellite Images for Data Mining within ECOPOTENTIAL (2017) (0)
- Position-Aware Non-negative Matrix Factorization for Satellite Image Representation (2016) (0)
- SAR Information Extraction in the Era of Big Data (2015) (0)
- Land Cover Change Detection Using a Relevance Feedback System (2017) (0)
- 1 Image Information Mining : Perspectives seen by DLR (2008) (0)
- A data mining approach to post disaster assessment of 2008 floods in Romania (2013) (0)
- On the accuracy of snow cover segmentation in optical satellite images (1997) (0)
- Semantic Content Extraction from High Resolution EO Images (2008) (0)
- A new comprehensive approach for earth observation scene classification using joint image and text analysis (2014) (0)
- Discriminative Feature Learning from SAR Images for Data Clustering (2014) (0)
- A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance (2015) (0)
- Complexity Based Joint Image Coding and Semantic Recognition (2008) (0)
- Overview and Bayesian Perspective of Phase Unwrappin (1999) (0)
- Temporal analysis of SAR imagery for permanent and evolving Earth land cover behavior assessment (2017) (0)
- Knowledge based image information functions for the TerraSAR-X / TanDEM-X payload ground segment: Validation results (2011) (0)
- Wavelets: Potential Application in Remote Sensing. (1996) (0)
- Improved Classification and Labeling of High Resolution SAR Images by Time Series Data (2015) (0)
- The Competence Centre on Information Extraction and Image Understanding for Earth Observation: Synergy of Academia and Aerospace Centers (2008) (0)
- Persistent Scatterers Interferometry for Estimation of Linear Deformation Rates. Case Study of Buzău and Focșani Cities, Romania (2017) (0)
- High resolution SAR classification using Ränyi Entropy constrained spectrum estimates (2012) (0)
- A Complex GMRF for SAR Image Analysis: a Bayesian Appoach (2007) (0)
- Digital global modeling of coherent images (1992) (0)
- New Paradigms Offering New Earth Observation Opportunities (2017) (0)
- Multimedia Data Mining in Conjunction with Acm Sigkdd Eighth International Conference on Knowledge Discovery and Data Mining Table of Contents Multimedia Data Mining Using P-trees Scale Space Exploration for Mining Image Information Content Object Boundary Detection for Ontology-based Image Classifi (2002) (0)
- Trends in Earth Observation (2008) (0)
- SEMANTIC INDEXING OF TERRASAR-X AND IN SITU DATA FOR URBAN ANALYTICS (2015) (0)
- Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images (2021) (0)
- High resolution coherent SAR product indexing for data mining applications (2011) (0)
- Correction of fixed pattern background and restoration of JPEG compressed CCD images (1995) (0)
- Comparative Studies on Similarity Distances for Remote Sensing Image Classification (2022) (0)
- Information theoretical assessment of methods for segmentation of high resolution remote sensing images (2000) (0)
- EFFECTIVE TECHNIQUES TO ENHANCE IMAGES AND VIDEOS (2014) (0)
- Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar (2023) (0)
- Image Information Mining Systems (2010) (0)
- CLC: how much information comes from a satellite image (2006) (0)
- Optimization of NLLS algorithm using matrix Algebra: Application on SAR tomography (2017) (0)
- Image information mining : tools for interactive value adding on large remote sensing data sets (1999) (0)
- Regularization of Complex SAR Images Using Markov Random Fields (2009) (0)
- Classification and Monitoring of Coastal Areas using Sentinel‐1 Data (2016) (0)
- DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets (2020) (0)
- Estimating NDVI from SAR Images Using DNN (2022) (0)
- Active and Machine Learning for Earth Observation Image Analysis with Traditional and Innovative Approaches (2020) (0)
- Opportunities for Using Wavenumber Shift Based Classifier Analysis (2009) (0)
- A Radargrammetric Approach for Spaceborne Transmitter-Stationary Receiver Bistatic Sar (2019) (0)
- Knowledge Discovery Architecture Concept for the Payload Ground Segments (2013) (0)
- 2 D phase unwrapping using Markov random field based phase locked loops (2013) (0)
- TerraSAR-X Big Data: The DLR Solutions for Data Mining (2013) (0)
- Cramer-Rao Bound for Evaluation Despeckling and Texture Extraction from SAR images (2009) (0)
- Earth Observation images information mining for humanitarian crisis management related applications (2007) (0)
- Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging (2022) (0)
- A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks (2022) (0)
- Big Data: Methods and Technology for Content Access (2013) (0)
- Sentinel 1 and 2: Searching for Physical Image Content (2013) (0)
- Scene Understanding for High Resolution SAR (2005) (0)
- Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes (2017) (0)
- Near-Range Multipath Mitigation Methodology for Multistatic SAR Applications Using Matched-Adaptive Filters (2022) (0)
- Information Extraction for Satellite-Based Disaster Monitoring - Current Issues and Expected Progress (2006) (0)
- Big SAR Data Science: Physics based Machine Learning and Artificial Intelligence (2018) (0)
- GFS-pattern extraction in satellite image time series: application to the monitoring of Mount Etna (2013) (0)
- The case of PIMS: image information mining in an SAR data ground segment (2007) (0)
- New Perspectives for Satellite Image Data Analysis (2009) (0)
- Big Data Analytics: Algorithms, Methods and Tools for Erath Observation (2016) (0)
- 1 Dialectical GAN for SAR Image Translation : From 2 Sentinel-1 to TerraSAR-X 3 (2018) (0)
- Evaluation of the 3-dimensional behaviour of multi channel remote sensing images (1996) (0)
- Optimized lossless compression of remote sensing image files using splay trees (2012) (0)
- TEXTURE ESTIMATION IN SAR IMAGES : THE IMPACT OF SCALE AND MODEL PARAMETERS (2010) (0)
- A Framework for Interactive Visual Interpretation of Remote Sensing Data (2022) (0)
- Semantic analysis of EO-1 hyperion hyperspectral data (2013) (0)
- Bistatic SAR imagery with Sentinel-1A/B for repeat-pass interferometry (2017) (0)
- Status and the challenges of multitemporal EO data analysis: the potential of information mining (2011) (0)
- Modeling and Parameter Estimation of TerraSAR-X Images for Scene Classification and Recognition (2008) (0)
- DLR Activities in Image Information Mining: Results and Perspectives (2015) (0)
- Pulse radar with FPGA range compression for real time displacement and vibration monitoring (2018) (0)
- FRACTALS FOR MODELLING AND ANALYSING GEO-INFORMATION (2005) (0)
- Visualization of image collections in 3D: Application to immersive information mining (2014) (0)
- Mining image time series (2004) (0)
- Object extraction from Remote Sensing images and Image / Elevation data aggregation for Realistic 3 D Rendering (2005) (0)
- New concepts for earth observation data catalogues (2002) (0)
- High Resolution Imaging from Space: Status and Current Trends of Image Understanding (2008) (0)
- Urban Mapping using Satellite Time Series (2015) (0)
- KEO demonstrator with models for land use management (KLAUS) (2011) (0)
- Facilitating the use of high-resolution EO data to support the development of mapping products for natural disasters (2015) (0)
- Coastal Land Cover Classification Using Sentinel-1 Images (2017) (0)
- PolSAR Data Indexing Using Biquarternions Algebra and Joint Time-Frequency Analysis (2014) (0)
- EOLib: An Image Information Mining Project (2016) (0)
- Mixed Compressive Sensing Back-Projection for SAR Focusing on Geocoded Grid (2021) (0)
- Artificial Intelligence for Earth Observation (2018) (0)
- Bag of words model using ICA components for high resolution satellite image characterization (2009) (0)
- Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description (2023) (0)
- Automatic Feature Extraction for Spotlight TerraSAR-X Data using Spectral Space-Variant Measures (2009) (0)
- Knowledge extraction from Copernicus satellite data (2020) (0)
- Methods and Algorithms for Understanding of High Resolution SAR Images: Towards a SARINT Concept (2013) (0)
- Earth Observation Data Intelligence and Knowledge Discovery (2018) (0)
- Earth Observation Image Analysis Using Data Compression-based Techniques (2008) (0)
- 3-D Signal Analysis of Remotely Sensed Data. (1994) (0)
- Self-Supervised Learning Based Anomaly Detection in Synthetic Aperture Radar Imaging (2022) (0)
- MACHINE LEARNING TECHNIQUES FOR KNOWLEDGE EXTRACTION FROM SATELLITE IMAGES: APPLICATION TO SPECIFIC AREA TYPES (2021) (0)
- Quasi full spatial resolution quicklook SAR images: A demonstration of the potential of integrated image restoration and compression in the wavelet domihm (1997) (0)
- On the Use of TanDEM-X Bistatic InSAR Images for Scene Recognition (2017) (0)
- Modified Binary Robust Independent Elementary Features for fast Earth Observation Data Analysis (2015) (0)
- Multi-scale feature extraction approaches for classification of insar and phase gradient insar images (2016) (0)
- Big Data from Space: The prospect of Data Mining (2013) (0)
- Statistical Analysis for Improvement of Double Persistent Scatterers Detection in SAR Tomography (2018) (0)
- Detection and Analysis of Anomalous Permanent Scatterersin TerraSAR-X Data (2013) (0)
- BAYESIAN METHOD FOR SEGMENTATION OF SAR IMAGES IN ROUGH TERRAIN (2000) (0)
- Land Cover Classification using Sentinel-2 Data (2017) (0)
- Automatic Feature Selection for Operational Scenarios of Satellite Image Understanding using Measures of Mutual Information (2010) (0)
- IIM Future and Opportunities (2004) (0)
- Earth Observation Big Data Intelligence: the paradigm shift (2018) (0)
- Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring (2018) (0)
- Relevance feedback by dissimilarity spaces for hyperspectral CBIR (2012) (0)
- Can We Evaluate the Distinguishability of the Opensarurban Dataset? (2021) (0)
- Conference Closure - Directions from ESA-EUSC 2004 (2004) (0)
- Particularities of High Resolution SAR Image Understanding (2009) (0)
- Land Cover Monitoring by Automated Image Content Extraction (2010) (0)
- Validation and Evaluation Scenario for the TerraSAR-X Ground Segment (2007) (0)
- The Coastal Thematic Exploitation Platform: a virtual research center for coastal environments (2016) (0)
- Design and Use of Earth Observation Image Content Tools (2009) (0)
- Mining Big EO Data (2015) (0)
- Knowledge based Image Information Mining for Security and Risk Applications (2008) (0)
- 3-Pass D-InSAR for Estimation of Displacements Caused by October 2016 Central Italy Earthquake (2018) (0)
- The Earth Observation Image Librarian EOLib: Automated Data Mining Using TerraSAR-X Images (2016) (0)
- A Comparative Study of Sample Selection Strategies Based on Optimum Experimental Design for SAR Image Classification (2014) (0)
- Maximum Entropy Methods for SAR Image Processing. (1994) (0)
- Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization (2017) (0)
- Inter-polarization Mapping via Gaussian Process Regression for Sentinel-1 EW Denoising (2022) (0)
- Acknowledgement to Reviewers of the International Journal of Image and Data Fusion in 2021 (2021) (0)
- Image Information Mining for Earth Observation: A New Era of Technology (2008) (0)
- Image Information Mining: Perspectives seen by DLR (2008) (0)
- Selection of Reliable Machine Learning Algorithms for Geophysical Applications (2020) (0)
- Information Mining for Satellite Image Time Series: Methods and Perspectives (2015) (0)
- Visual mining of large DEM and image data bases (2004) (0)
- Automated Information Extraction from TerraSAR-X Data: The Content Map (2008) (0)
- An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation (2019) (0)
- Deconvolution Method for Eliminating Reference Signal Coupling/Reflections in Bistatic SAR (2021) (0)
- Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval (2022) (0)
- Operational Mapping Technology For Generating High-Level Semantic Geo-Information From New Satellite Sensors (2011) (0)
- Identification and characterization of railway trains in high resolution TerraSAR-X images (2012) (0)
- Comparison of Multigrade and Wavelet Techniques for InSAR Phase Unwrapping. (1996) (0)
- Space Variant Spectral Analysis for SAR Complex Image Analysis (2008) (0)
- SAR Information Extraction -Primitive Features for Radar Data Mining (2004) (0)
- Satellite Image Information Extraction and Understanding: Semantic and Contextual Understanding (2008) (0)
- Management and Interpretation of Remotely Sensed Data (1993) (0)
- SAR Image Classification Using Mixed Spatial-Spectral Information and Pre-trained Convolutional Neural Networks (2022) (0)
- Three-dimensional signal analysis of remotely sensed data (1994) (0)
- IN INFORMATION AGGREGATION AND IMAGE DATA MINING (0)
- Machine Learning meets Computational Imaging: Big Data Analytics for Earth Observation (2018) (0)
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