Mihai Datcu - RankMe

393 papers A* 1B 21C 132Journal 174Unranked 65

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CoastXplain: Explainable, Unsupervised Time-Series Modeling of Coastline Changes. IEEE Access Chandrabali Karmakar, Arnab Bhowmik, Andrés Camero, Mihai Datcu
2026	J	`jnl`	Quantum Circuit-Based Learning Models: Bridging Quantum Computing and Machine Learning. CoRR Fan Fan, Yilei Shi, Mihai Datcu, Bertrand Le Saux, Luigi Iapichino, Francesca Bovolo, Silvia Liberata Ullo, Xiao Xiang Zhu
2025	—	`conf`	Coherent Processing of Multi-Sensors Data for Detection of Stable Scatterers in SAR Images: A Comparative Analysis. SDF Cosmin Danisor, Diego Reale, Gianfranco Fornaro, Antonio Pauciullo, Mihai Datcu
2025	J	`jnl`	Complex-Valued Autoencoder-Based Neural Data Compression for SAR Raw Data. IEEE J. Sel. Top. Signal Process. Reza Mohammadi Asiyabi, Mihai Datcu, Andrei Anghel, Adrian Focsa, Michele Martone, Paola Rizzoli, Ernesto Imbembo
2025	J	`jnl`	Ontology-Driven Pipeline for the Automated Generation of Multimodal Datasets for Supervised Learning in Natural Hazard Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ion Grujdin, Mihai Datcu
2024	C	`conf`	Adaptation of Decoded Sentinel-1 SAR Raw Data for the Assessment of Novel Data Compression Methods. IGARSS Reza Mohammadi Asiyabi, Andrei Anghel, Adrian Focsa, Mihai Datcu, Michele Martone, Paola Rizzoli, Ernesto Imbembo
2024	J	`jnl`	Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images. IEEE Trans. Geosci. Remote. Sens. Yuxuan Wang, Lanxin Zeng, Wen Yang, Jian Kang, Huai Yu, Mihai Datcu, Gui-Song Xia
2024	J	`jnl`	GAN-Generated Ocean SAR Vignettes Classification. IEEE Geosci. Remote. Sens. Lett. Omid Ghozatlou, Mihai Datcu, Bertrand Chapron
2024	C	`conf`	GBRAR Measurement of Vibration Frequencies: Synergy with Micro-Doppler Analysis of Spaceborne SAR Images. IGARSS Giovanni Nico, Olimpia Masci, Adrian Focsa, Andrei Anghel, Jolanda Patruno, Mihai Datcu, Vito Antonio Vacca
2024	J	`jnl`	Generative Artificial Intelligence Meets Synthetic Aperture Radar: A Survey. CoRR Zhongling Huang, Xidan Zhang, Zuqian Tang, Feng Xu, Mihai Datcu, Junwei Han
2024	C	`conf`	Large Scene Micro-Doppler Analysis on SAR Images. IGARSS Adrian Focsa, Andrei Anghel, Giovanni Nico, Jolanda Patruno, Mihai Datcu
2024	C	`conf`	Multi-Head Transposed Attention Transformer for Sea Ice Segmentation in Sar Imagery. IGARSS Nicolae-Catalin Ristea, Andrei Anghel, Alexis Mouche, Frédéric Nouguier, Antoine Grouazel, Mihai Datcu
2024	C	`conf`	Multimodal-Ready Sentinel Dataset for Natural Hazards Supervised Learning. IGARSS Ion Grujdin, Mihai Datcu
2024	J	`jnl`	Repeat-pass space-surface bistatic SAR tomography: accurate imaging and first experiment. Sci. China Inf. Sci. Zhiyang Chen, Yuanhao Li, Cheng Hu, Shenglei Wang, Xinpeng Chen, Mihai Datcu, Andrea Virgilio Monti-Guarnieri
2023	J	`jnl`	A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training. IEEE Trans. Geosci. Remote. Sens. Vlad Vasilescu, Mihai Datcu, Daniela Faur
2023	C	`conf`	A Latent Analysis of A Super-Resolved Sentinel-2 Data Cube For Green Urban Infrastructure Health Monitoring. IGARSS Corina Vaduva, Daniela Faur, Alexandru-Cosmin Grivei, Vlad Vasilescu, Mihai Datcu
2023	J	`jnl`	A Visualization Framework for Unsupervised Analysis of Latent Structures in SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chandrabali Karmakar, Corneliu Octavian Dumitru, Nick Hughes, Mihai Datcu
2023	C	`conf`	A new Perspective on Physics Guided Learning for SAR Image Interpretation. IGARSS Zishi Wang, Zhongling Huang, Mihai Datcu
2023	J	`jnl`	A novel low-cost multi-sensor solution for pavement distress segmentation and characterization at night. Int. J. Appl. Earth Obs. Geoinformation Zhouyan Qiu, Joaquín Martínez-Sánchez, Pedro Arias, Mihai Datcu
2023	J	`jnl`	Accelerated Back-Projection SAR Processor on Arbitrary Elliptical Imaging Grid With Azimuth Spectrum Unfolding. IEEE Geosci. Remote. Sens. Lett. Adrian Focsa, Andrei Anghel, Mihai Datcu
2023	C	`conf`	Adaptation of SqueeSAR Filtering in SAR Tomography Context. IGARSS Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Mihai Datcu
2023	C	`conf`	An Efficient Compressive Learning Method on Earth Observation Data. IGARSS Mobina Keymasi, Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
2023	J	`jnl`	Artificial intelligence to advance Earth observation: a perspective. CoRR Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider
2023	J	`jnl`	Band Reconstruction Using a Modified UNet for Sentinel-2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu
2023	C	`conf`	Complex-Valued Autoencoder for Multi-Polarization SLC SAR Data Compression with Side Information. IGARSS Reza Mohammadi Asiyabi, Andrei Anghel, Paola Rizzoli, Michele Martone, Mihai Datcu
2023	J	`jnl`	Complex-Valued End-to-End Deep Network With Coherency Preservation for Complex-Valued SAR Data Reconstruction and Classification. IEEE Trans. Geosci. Remote. Sens. Reza Mohammadi Asiyabi, Mihai Datcu, Andrei Anghel, Holger Nies
2023	—	`conf`	Density-aware Object Detection in Aerial Images. ICDIP Chang Xu, Wen Yang, Huai Yu, Mihai Datcu, Gui-Song Xia
2023	C	`conf`	Digital Twin Earth for Climate Change Adapation: An AI based Federated System. IGARSS Mihai Datcu, Daniela Faur, Eden Mamut, Ion Nedelcu, Constanin Ionescu, Liviu Miron
2023	J	`jnl`	Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Iulia Calota, Daniela Faur, Mihai Datcu
2023	C	`conf`	Elliptical grid generation for sped-up back-projection on bistatic SAR with ground based stationary receiver. IGARSS Adrian Focsa, Andrei Anghel, Mihai Datcu
2023	J	`jnl`	Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar. CoRR Mihai Datcu, Zhongling Huang, Andrei Anghel, Juanping Zhao, Remus Cacoveanu
2023	C	`conf`	Exploiting Inverse SAR Images and Dual-Pol Decomposition for the Estimation of Tree Scattering Properties. IGARSS Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu, Andreas Bathelt, Stefan Sieger
2023	J	`jnl`	FPGA Accelerator for Meta-Recognition Anomaly Detection: Case of Burned Area Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mihai Coca, Mihai Datcu
2023	C	`conf`	Gan-Based Ocean Pattern SAR Image Augmentation. IGARSS Omid Ghozatlou, Mihai Datcu, Bertrand Chapron
2023	J	`jnl`	Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2023	J	`jnl`	Quantum Transfer Learning for Real-World, Small, and High-Dimensional Remotely Sensed Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller
2023	J	`jnl`	Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
2023	C	`conf`	Risce- An Explainable ML Chain for Practical Sustainable Agriculture. IGARSS Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Mihai Datcu
2023	J	`jnl`	Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
2023	C	`conf`	Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks. IGARSS Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
2023	C	`conf`	Self-Learning Ontology for Natural Hazards. IGARSS Ion Grujdin, Mihai Datcu
2023	C	`conf`	Self-Supervised SAR Anomaly Detection Guided with RX Detector. IGARSS Max Muzeau, Chengfang Ren, Sébastien Angélliaume, Mihai Datcu, Jean Philippe Ovarlez
2023	J	`jnl`	Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model. IEEE Geosci. Remote. Sens. Lett. Vlad Vasilescu, Mihai Datcu, Daniela Faur
2023	C	`conf`	Towards Complex-Valued Deep Architectures with Data Model Preservation for Sea Surface Current Estimation from SAR Data. CBMI Muhammad Amjad Iqbal, Reza Mohammadi Asiyabi, Omid Ghozatlou, Andrei Anghel, Mihai Datcu
2023	C	`conf`	Visual Exploration of Satellite Image Time Series. IGARSS Andreea Griparis, Anamaria Radoi, Daniela Faur, Mihai Datcu
2022	J	`jnl`	A Compressive-Sensing Approach for Opportunistic Bistatic SAR Imaging Enhancement by Harnessing Sparse Multiaperture Data. IEEE Trans. Geosci. Remote. Sens. Adrian Focsa, Andrei Anghel, Mihai Datcu
2022	J	`jnl`	A Framework for Interactive Visual Interpretation of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. Chandrabali Karmakar, Mihai Datcu
2022	C	`conf`	A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks. IGARSS Wei Yao, Gottfried Schwarz, Mihai Datcu
2022	J	`jnl`	A Zero-Shot Sketch-Based Intermodal Object Retrieval Scheme for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2022	C	`conf`	Achieving Information Super-resolution for Sentinel-2 NDVI Through Gaussian Process Regression. IGARSS Chandrabali Karmakar, Ana Antunes, Mihai Datcu
2022	J	`jnl`	Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2022	C	`conf`	Causality for Remote Sensing: An Exploratory Study. IGARSS Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir
2022	J	`jnl`	Classification of Remote Sensing Images With Parameterized Quantum Gates. IEEE Geosci. Remote. Sens. Lett. Soronzonbold Otgonbaatar, Mihai Datcu
2022	J	`jnl`	Coastline Extraction From SAR Data Using Doppler Centroid Images. IEEE Geosci. Remote. Sens. Lett. Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
2022	C	`conf`	Comparative Studies on Similarity Distances for Remote Sensing Image Classification. IPAS Omid Ghozatlou, Mihai Datcu
2022	C	`conf`	Complex-Valued Vs. Real-Valued Convolutional Neural Network for Polsar Data Classification. IGARSS Reza Mohammadi Asiyabi, Mihai Datcu, Holger Nies, Andrei Anghel
2022	J	`jnl`	Coreset of Hyperspectral Images on Small Quantum Computer. CoRR Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir
2022	C	`conf`	Coreset of Hyperspectral Images on a Small Quantum Computer. IGARSS Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir
2022	J	`jnl`	Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging. CoRR Max Muzeau, Chengfang Ren, Sébastien Angélliaume, Mihai Datcu, Jean Philippe Ovarlez
2022	J	`jnl`	Earth Observation Semantic Data Mining: Latent Dirichlet Allocation-Based Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Reza Mohammadi Asiyabi, Mihai Datcu
2022	C	`conf`	Estimating NDVI from SAR Images Using DNN. IGARSS Iulia Calota, Daniela Faur, Mihai Datcu
2022	C	`conf`	Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery. IGARSS Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2022	J	`jnl`	Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2022	J	`jnl`	Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery. CoRR Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
2022	J	`jnl`	Hybrid DNN-Dirichlet Anomaly Detection and Ranking: Case of Burned Areas Discovery. IEEE Trans. Geosci. Remote. Sens. Mihai Coca, Iulia Coca Neagoe, Mihai Datcu
2022	C	`conf`	Inter-polarization Mapping via Gaussian Process Regression for Sentinel-1 EW Denoising. IGARSS Adrian Focsa, Andrei Anghel, Mihai Datcu
2022	J	`jnl`	Natural Embedding of the Stokes Parameters of Polarimetric Synthetic Aperture Radar Images in a Gate-Based Quantum Computer. IEEE Trans. Geosci. Remote. Sens. Soronzonbold Otgonbaatar, Mihai Datcu
2022	J	`jnl`	Near-Range Multipath Mitigation Methodology for Multistatic SAR Applications Using Matched-Adaptive Filters. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Filip Rosu, Andrei Anghel, Silviu Ciochina, Remus Cacoveanu, Mihai Datcu
2022	J	`jnl`	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2022	C	`conf`	On the De-Ramping of SLC-IW Tops SAR Data and Ocean Circulation Parameters Estimation. IGARSS Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
2022	J	`jnl`	Quantum Transfer Learning for Real-World, Small, and Large-Scale Datasets. CoRR Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller
2022	—	`conf`	SAR Image Classification Using Mixed Spatial-Spectral Information and Pre-trained Convolutional Neural Networks. COMM Melisa Unsalan, Anamaria Radoi, Mihai Datcu
2022	C	`conf`	Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing. IGARSS Sanhita Guha, Mihai Datcu, Joachim Ender
2022	—	`conf`	Wavelet-Guided Deep Neural Network For Robust One-Class Classification. WHISPERS Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
2022	J	`jnl`	Zero-Shot Cross-Modal Retrieval for Remote Sensing Images With Minimal Supervision. IEEE Trans. Geosci. Remote. Sens. Ushasi Chaudhuri, Rupak Bose, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2021	J	`jnl`	A Quantum Annealer for Subset Feature Selection and the Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Soronzonbold Otgonbaatar, Mihai Datcu
2021	C	`conf`	An Active Learning Tool for the Generation of Earth Observation Image Benchmarks. IGARSS Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu
2021	J	`jnl`	Analyzing the Separability of SAR Classification Dataset in Open Set Conditions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Juanping Zhao, Wenxian Yu
2021	C	`conf`	Anomaly Detection in Post Fire Assessment. IGARSS Mihai Coca, Mihai Datcu
2021	C	`conf`	Attention-Driven Cross-Modal Remote Sensing Image Retrieval. IGARSS Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2021	C	`conf`	Bag-of-Words for Transfer Learning. IGARSS Iulia Calota, Daniela Faur, Mihai Datcu
2021	C	`conf`	Can We Evaluate the Distinguishability of the Opensarurban Dataset? IGARSS Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Wenxian Yu
2021	J	`jnl`	Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning. IEEE Geosci. Remote. Sens. Lett. Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu
2021	J	`jnl`	Cross-Bands Information Transfer to Offset Ambiguities and Atmospheric Phenomena for Multispectral Data Visualization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Iulia Coca Neagoe, Mihai Coca, Corina Vaduva, Mihai Datcu
2021	J	`jnl`	CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval. CoRR Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2021	C	`conf`	Deconvolution Method for Eliminating Reference Signal Coupling/Reflections in Bistatic SAR. IGARSS Filip Rosu, Andrei Anghel, Remus Cacoveanu, Silviu Ciochina, Mihai Datcu
2021	C	`conf`	Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery. IGARSS Reza Mohammadi Asiyabi, Mihai Datcu
2021	J	`jnl`	Feature-Free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chandrabali Karmakar, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2021	J	`jnl`	HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical Scattering Properties of Single-Polarized SAR Image. IEEE Trans. Geosci. Remote. Sens. Zhongling Huang, Mihai Datcu, Zongxu Pan, Xiaolan Qiu, Bin Lei
2021	C	`conf`	Haze and Smoke Removal for Visualization of Multispectral Images: A DNN Physics Aware Architecture. IGARSS Iulia Coca Neagoe, Corina Vaduva, Mihai Datcu
2021	C	`conf`	Hybrid Gan and Spectral Angular Distance for Cloud Removal. IGARSS Omid Ghozatlou, Mihai Datcu
2021	J	`jnl`	Interband Retrieval and Classification Using the Multilabeled Sentinel-2 BigEarthNet Archive. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ushasi Chaudhuri, Subhadip Dey, Mihai Datcu, Biplab Banerjee, Avik Bhattacharya
2021	—	`conf`	LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021	J	`jnl`	LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021	C	`conf`	Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images. IGARSS Corneliu Octavian Dumitru, Gottfried Schwarz, Chandrabali Karmakar, Mihai Datcu
2021	J	`jnl`	Mixed Compressive Sensing Back-Projection for SAR Focusing on Geocoded Grid. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Adrian Focsa, Andrei Anghel, Mihai Datcu, Stefan-Adrian Toma
2021	J	`jnl`	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2021	J	`jnl`	Physically Explainable CNN for SAR Image Classification. CoRR Zhongling Huang, Xiwen Yao, Corneliu Octavian Dumitru, Mihai Datcu, Junwei Han
2021	J	`jnl`	Semantic Labeling of Globally Distributed Urban and Nonurban Satellite Images Using High-Resolution SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2020	—	`conf`	A Bag-of-Words framework for natural disaster evaluation on Sentinel-2 image. COMM Victor-Bogdan Barbulescu, Andreea Griparis, Mihai Datcu
2020	C	`conf`	A Fast Search System for Remote Sensing Imagery Based on Bag of Visual Words and Latent Dirichlet Allocation. IGARSS Chandrabali Karmakar, Mihai Datcu
2020	C	`conf`	A Hybrid and Explainable Deep Learning Framework for SAR Images. IGARSS Zhongling Huang, Mihai Datcu, Zongxu Pan, Bin Lei
2020	—	`conf`	A Simplified Framework for Zero-shot Cross-Modal Sketch Data Retrieval. CVPR Workshops Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2020	J	`jnl`	A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images. CoRR Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2020	—	`conf`	Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data. COMM Alexandru-Cosmin Grivei, Corina Vaduva, Mihai Datcu
2020	J	`jnl`	CMIR-NET : A deep learning based model for cross-modal retrieval in remote sensing. Pattern Recognit. Lett. Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2020	C	`conf`	Candela: A Cloud Platform for Copernicus Earth Observation Data Analytics. IGARSS Jean-Franç ois Rolland, Fabien Castel, Anne Haugommard, Michelle Aubrun, Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu, Michal Bylicki, Ba-Huy Tran, Nathalie Aussenac-Gilles, Catherine Comparot, Cássia Trojahn
2020	J	`jnl`	Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning. CoRR Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu
2020	J	`jnl`	CrossATNet - a novel cross-attention based framework for sketch-based image retrieval. Image Vis. Comput. Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2020	C	`conf`	DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures. IGARSS Iulia Calota, Daniela Faur, Mihai Datcu
2020	C	`conf`	DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets. IGARSS Andreea Griparis, Daniela Faur, Mihai Datcu
2020	C	`conf`	Data Mining on the Candela Cloud Platform. IGARSS Wei Yao, Corneliu Octavian Dumitru, Jose Lorenzo, Mihai Datcu
2020	—	`conf`	Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval. ICPR Workshops (7) Wei Yao, Anastasia Moumtzidou, Corneliu Octavian Dumitru, Stelios Andreadis, Ilias Gialampoukidis, Stefanos Vrochidis, Mihai Datcu, Ioannis Kompatsiaris
2020	J	`jnl`	Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. IEEE Trans. Big Data Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang
2020	J	`jnl`	Multiaperture Focusing for Spaceborne Transmitter/Ground-Based Receiver Bistatic SAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Filip Rosu, Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu
2020	J	`jnl`	Multispectral Data Analysis for Semantic Assessment - A SNAP Framework for Sentinel-2 Use Case Scenarios. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alexandru-Cosmin Grivei, Iulia Coca Neagoe, Florin-Andrei Georgescu, Andreea Griparis, Corina Vaduva, Zoltan Bartalis, Mihai Datcu
2020	J	`jnl`	OpenSARUrban: A Sentinel-1 SAR Image Dataset for Urban Interpretation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Juanping Zhao, Zenghui Zhang, Wei Yao, Mihai Datcu, Huilin Xiong, Wenxian Yu
2020	—	`conf`	Opportunistic Bistatic SAR Image Classification Using Sub-aperture Decomposition. COMM Adrian Focsa, Mihai Datcu, Stefan-Adrian Toma, Andrei Anghel, Remus Cacoveanu
2020	C	`conf`	Physically Meaningful Dictionaries for EO Crowdsourcing: A ML for Blockchain Architecture. IGARSS Mihai Coca, Iulia Coca Neagoe, Mihai Datcu
2020	C	`conf`	Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image. IGARSS Soronzonbold Otgonbaatar, Mihai Datcu
2020	J	`jnl`	Special Issue on Big Data From Space. IEEE Trans. Big Data Mihai Datcu, Jacqueline Le Moigne, Sveinung Loekken, Pierre Soille, Gui-Song Xia
2020	J	`jnl`	Special focus on deep learning in remote sensing image processing. Sci. China Inf. Sci. Feng Xu, Cheng Hu, Jun Li, Antonio Plaza, Mihai Datcu
2020	—	`conf`	Stable Scatterer Detection in Multi-Aperture Spaceborne-TX / Ground based-RX Bistatic SAR. CENTERIS/ProjMAN/HCist Filip Rosu, Andrei Anghel, Remus Cacoveanu, Mihai Datcu
2020	C	`conf`	Synthetic Aperture Radar Focusing Based on Back-Projection and Compressive Sensing. IGARSS Adrian Focsa, Andrei Anghel, Stefan-Adrian Toma, Mihai Datcu
2020	C	`conf`	Time-Domain SAR Processor for Sentinel-1 TOPS Data. IGARSS Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu
2019	C	`conf`	A Radargrammetric Approach for Spaceborne Transmitter-Stationary Receiver Bistatic Sar. IGARSS Madalina Ciuca, Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu
2019	C	`conf`	An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation. IGARSS Daniela Faur, Andreea Griparis, Adrian Stoica, Philippe Mougnaud, Mihai Datcu
2019	J	`jnl`	Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm. Pattern Recognit. Chi Liu, Heng-Chao Li, Kun Fu, Fan Zhang, Mihai Datcu, William J. Emery
2019	J	`jnl`	CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing. CoRR Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
2019	J	`jnl`	COBIS: Opportunistic C-Band Bistatic SAR Differential Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Andrei Anghel, Remus Cacoveanu, Adrian-Septimiu Moldovan, Björn Rommen, Mihai Datcu
2019	C	`conf`	Can a Deep Network Understand the Land Cover Across Sensors? IGARSS Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu
2019	J	`jnl`	Compact Ground-Based Interferometric Synthetic Aperture Radar: Short-range structural monitoring. IEEE Signal Process. Mag. Andrei Anghel, Mihai-Liviu Tudose, Remus Cacoveanu, Mihai Datcu, Giovanni Nico, Olimpia Masci, Dongyang Ao, Weiming Tian, Cheng Hu, Zegang Ding, Holger Nies, Otmar Loffeld, David Atencia, Samuel G. Huamán, Aleksander Medella, João Moreira
2019	J	`jnl`	Contrastive-Regulated CNN in the Complex Domain: A Method to Learn Physical Scattering Signatures From Flexible PolSAR Images. IEEE Trans. Geosci. Remote. Sens. Juanping Zhao, Mihai Datcu, Zenghui Zhang, Huilin Xiong, Wenxian Yu
2019	C	`conf`	Earth Observation Data Mining: A Use Case for Forest Monitoring. IGARSS Corneliu Octavian Dumitru, Gottfried Schwarz, Anna Pulak-Siwiec, Bartosz Kulawik, Jose Lorenzo, Mihai Datcu
2019	C	`conf`	Exploratory search methodology for sentinel 2 data: a prospect of both visual and latent characteristics. IGARSS Corina Vaduva, Florin-Andrei Georgescu, Andreea Griparis, Iulia Coca Neagoe, Alexandru-Cosmin Grivei, Mihai Datcu
2019	B	`conf`	From Copernicus Big Data to Extreme Earth Analytics. EDBT Manolis Koubarakis, Konstantina Bereta, Dimitris Bilidas, Konstantinos Giannousis, Theofilos Ioannidis, Despina-Athanasia Pantazi, George Stamoulis, Jim Dowling, Seif Haridi, Vladimir Vlassov, Lorenzo Bruzzone, Claudia Paris, Torbjørn Eltoft, Thomas Krämer, Angelos Charalambidis, Vangelis Karkaletsis, Stasinos Konstantopoulos, Theofilos Kakantousis, Mihai Datcu, Corneliu Octavian Dumitru, Florian Appel, Heike Bach, Silke Migdall, Nick Hughes, David Arthurs, Andrew Fleming
2019	C	`conf`	Improved Earth Observation Data Retrieval through Hashing Algorithms. IGARSS Alexandru-Cosmin Grivei, Corina Vaduva, Mihai Datcu
2019	C	`conf`	Learning Physical Scattering Patterns from PolSAR Images by Using Complex-Valued CNN. IGARSS Juanping Zhao, Mihai Datcu, Zenghui Zhang, Huilin Xiong, Wenxian Yu
2019	C	`conf`	Multi-Aperture Focusing in Spaceborne Transmitter-Stationary Receiver Bistatic SAR. IGARSS Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu
2019	J	`jnl`	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. Anamaria Radoi, Mihai Datcu
2019	J	`jnl`	Pulse Radar with Field-Programmable Gate Array Range Compression for Real Time Displacement and Vibration Monitoring. Sensors Mihai-Liviu Tudose, Andrei Anghel, Remus Cacoveanu, Mihai Datcu
2019	J	`jnl`	Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Min. Knowl. Discov. Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu
2019	J	`jnl`	Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs. Sci. China Inf. Sci. Yuanhao Li, Dongyang Ao, Corneliu Octavian Dumitru, Cheng Hu, Mihai Datcu
2019	J	`jnl`	Unbiased Seamless SAR Image Change Detection Based on Normalized Compression Distance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mihai Coca, Andrei Anghel, Mihai Datcu
2018	C	`conf`	Analysis of Bucharest'S Land Cover Evolution Over A Period Of 33 Years Using Multi-Sensor Data. IGARSS Alexandru-Cosmin Grivei, Mihai Datcu
2018	C	`conf`	Bag-of-Visual Words and Error-Correcting Output Codes for Multilabel Classification of Remote Sensing Images. IGARSS Anamaria Radoi, Mihai Datcu
2018	A*	`conf`	DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. CVPR Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018	C	`conf`	Deep Neural Networks Based Semantic Segmentation for Optical Time Series. IGARSS Wei Yao, Mihai Datcu
2018	J	`jnl`	Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. CoRR Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2018	J	`jnl`	Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. Remote. Sens. Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2018	C	`conf`	Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set. IGARSS Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2018	C	`conf`	Exploratory Visual Analysis of Multispectral EO Images Based on DNN. IGARSS Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu
2018	B	`conf`	ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). ICPR Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018	J	`jnl`	Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation. Geo spatial Inf. Sci. Gui-Song Xia, Mihai Datcu, Wen Yang, Xiang Bai
2018	J	`jnl`	Joint SAR Image Time Series and PSInSAR Data Analytics: An LDA Based Approach. Remote. Sens. Corina Vaduva, Cosmin Danisor, Mihai Datcu
2018	J	`jnl`	Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition. IEEE Geosci. Remote. Sens. Lett. Dongyang Ao, Mihai Datcu, Gottfried Schwarz, Cheng Hu
2018	J	`jnl`	Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model. IEEE Geosci. Remote. Sens. Lett. Reza Bahmanyar, Daniela Espinoza-Molina, Mihai Datcu
2018	C	`conf`	Normalized Compression Distance for SAR Image Change Detection. IGARSS Mihai Coca, Andrei Anghel, Mihai Datcu
2018	J	`jnl`	On the Use of Normalized Compression Distances for Image Similarity Detection. Entropy Dinu Coltuc, Mihai Datcu, Daniela Coltuc
2018	C	`conf`	Repeat-Pass Spaceborne Transmitter-Stationary Receiver Bistatic Sar Interferometry - First Results. IGARSS Andrei Anghel, Remus Cacoveanu, Mihai Datcu
2018	J	`jnl`	SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2018	C	`conf`	Statistical Analysis for Improvement of Double Persistent Scatterers Detection in SAR Tomography. IGARSS Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Mihai Datcu
2018	J	`jnl`	Super-Resolution Multi-Look Detection in SAR Tomography. Remote. Sens. Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Diego Reale, Mihai Datcu
2018	J	`jnl`	Understanding Heterogeneous EO Datasets: A Framework for Semantic Representations. IEEE Access Corina Vaduva, Florin-Andrei Georgescu, Mihai Datcu
2017	J	`jnl`	Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data. CoRR Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla
2017	J	`jnl`	DOTA: A Large-scale Dataset for Object Detection in Aerial Images. CoRR Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2017	J	`jnl`	Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation. IEEE Geosci. Remote. Sens. Lett. Radu Tanase, Reza Bahmanyar, Gottfried Schwarz, Mihai Datcu
2017	J	`jnl`	Earth Observation Image Semantic Bias: A Collaborative User Annotation Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ambar Murillo Montes de Oca, Reza Bahmanyar, Nicolae Nistor, Mihai Datcu
2017	B	`conf`	Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization. ACIVS Andreea Griparis, Daniela Faur, Mihai Datcu
2017	J	`jnl`	Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. CoRR Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang
2017	—	`conf`	Image representation alternatives for the analysis of satellite image time series. MultiTemp Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2017	C	`conf`	Investigation of displacement measurements performed with a ground-based fixed receiver bistatic SAR simulator. IGARSS Ovidiu-Marius Moaca, Andrei Anghel, Mihai Datcu
2017	—	`conf`	Land cover change detection in Satellite Image Time Series using an active learning method. MultiTemp Alexandru-Cosmin Grivei, Anamaria Radoi, Mihai Datcu
2017	C	`conf`	Land-cover change detection using local feature descriptors extracted from spectral indices. IGARSS Daniela Espinoza-Molina, Reza Bahmanyar, Ricardo Díaz-Delgado, Javier Bustamante, Mihai Datcu
2017	—	`conf`	Land-cover evolution class analysis in Image Time Series of Landsat and Sentinel-2 based on Latent Dirichlet Allocation. MultiTemp Daniela Espinoza-Molina, Reza Bahmanyar, Mihai Datcu, Ricardo Díaz-Delgado, Javier Bustamante
2017	C	`conf`	Maximum entropy image reconstruction applied to C-band ground based synthetic aperture radar. IGARSS Adrian Focsa, Stefan Adrian Toma, Mihai Datcu
2017	J	`jnl`	Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu
2017	J	`jnl`	Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu
2017	J	`jnl`	New MPEG-7 Scalable Color Descriptor Based on Polar Coordinates for Multispectral Earth Observation Image Analysis. IEEE Geosci. Remote. Sens. Lett. Florin-Andrei Georgescu, Dan Raducanu, Mihai Datcu
2017	C	`conf`	Non-Linear least squares algorithm for detection of simple and double persistent scatterers. IGARSS Cosmin Danisor, Gianfranco Fornaro, Mihai Datcu
2017	C	`conf`	Phase sensitivity analysis of spaceborne transmitter - Stationary ground-based receiver bistatic sar interferometry with one imaging channel. IGARSS Andrei Anghel, Remus Cacoveanu, Mihai Datcu
2017	J	`jnl`	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. Andreea Griparis, Daniela Faur, Mihai Datcu
2017	C	`conf`	Semantic segmentation of aerial images with explicit class-boundary modeling. IGARSS Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Mihai Datcu, Uwe Stilla
2017	—	`conf`	Temporal analysis of SAR imagery for permanent and evolving Earth land cover behavior assessment. MultiTemp Corina Vaduva, Cosmin Danisor, Mihai Datcu
2017	C	`conf`	Visual data mining applied on earth observation datasets. IGARSS Andreea Griparis, Florin-Andrei Georgescu, Mihai Datcu
2016	J	`jnl`	A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Shiyong Cui, Gottfried Schwarz, Mihai Datcu
2016	C	`conf`	A bistatic SAR simulator for ground-based fixed-receiver geometry. IGARSS Ovidiu-Marius Moaca, Anca Andreea Popescu, Andrei Anghel, Mihai Datcu
2016	C	`conf`	A convolutional deep belief network for polarimetric SAR data feature extraction. IGARSS Radu Tanase, Mihai Datcu, Dan Raducanu
2016	C	`conf`	A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation. IGARSS Andreea Griparis, Daniela Faur, Mihai Datcu
2016	—	`conf`	A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation. COMM Andreea Griparis, Daniela Faur, Mihai Datcu
2016	—	`conf`	An Active-Learning approach to the query by example retrieval in remote sensing images. COMM Alexandru-Cosmin Grivei, Anamaria Radoi, Corina Vaduva, Mihai Datcu
2016	J	`jnl`	Application and Evaluation of a Hierarchical Patch Clustering Method for Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wei Yao, Otmar Loffeld, Mihai Datcu
2016	C	`conf`	Applications of SAR Tomography on Persistent Scatterers detection, based on Beam-Forming filtering. IGARSS Cosmin Danisor, Gianfranco Fornaro, Mihai Datcu
2016	J	`jnl`	Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection. CoRR Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla
2016	C	`conf`	Compound and configurable framework for exploratory earth observation data analysis. IGARSS Corina Vaduva, Florin-Andrei Georgescu, Mihai Datcu
2016	J	`jnl`	Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks. IEEE Geosci. Remote. Sens. Lett. Dimitrios Marmanis, Mihai Datcu, Thomas Esch, Uwe Stilla
2016	J	`jnl`	Dimensionality Reduction for Visual Data Mining of Earth Observation Archives. IEEE Geosci. Remote. Sens. Lett. Andreea Griparis, Daniela Faur, Mihai Datcu
2016	J	`jnl`	Discriminative Nonnegative Matrix Factorization for dimensionality reduction. Neurocomputing Mohammadreza Babaee, Stefanos Tsoukalas, Maryam Babaee, Gerhard Rigoll, Mihai Datcu
2016	J	`jnl`	Feature Extraction for Patch-Based Classification of Multispectral Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. Florin-Andrei Georgescu, Corina Vaduva, Dan Raducanu, Mihai Datcu
2016	J	`jnl`	Immersive Interactive SAR Image Representation Using Non-negative Matrix Factorization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohammadreza Babaee, Xuejie Yu, Gerhard Rigoll, Mihai Datcu
2016	J	`jnl`	Immersive visualization of visual data using nonnegative matrix factorization. Neurocomputing Mohammadreza Babaee, Stefanos Tsoukalas, Gerhard Rigoll, Mihai Datcu
2016	—	`conf`	Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A. IWSSIP Corneliu Octavian Dumitru, Gottfried Schwarz, Shiyong Cui, Mihai Datcu
2016	J	`jnl`	Land Cover Semantic Annotation Derived from High-Resolution SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2016	B	`conf`	Multi-scale feature extraction approaches for classification of insar and phase gradient insar images. ICIP Nazli Deniz Cagatay, Mihai Datcu
2016	J	`jnl`	Semi-supervised Hierarchical Clustering for Semantic SAR Image Annotation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wei Yao, Corneliu Octavian Dumitru, Otmar Loffeld, Mihai Datcu
2016	C	`conf`	Simplified bistatic SAR imaging with a fixed receiver and TerraSAR-X as transmitter of opportunity - first results. IGARSS Andrei Anghel, Remus Cacoveanu, Adrian-Septimiu Moldovan, Anca Andreea Popescu, Mihai Datcu, Florin Serban
2016	J	`jnl`	The Earth-Observation Epitome: A New Interactive Value-Added Product. IEEE Geosci. Remote. Sens. Lett. Daniela Espinoza-Molina, Mihai Datcu
2016	C	`conf`	Visual data mining for feature space exploration using in-situ data. IGARSS Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu
2015	J	`jnl`	A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches. IEEE Geosci. Remote. Sens. Lett. Reza Bahmanyar, Shiyong Cui, Mihai Datcu
2015	C	`conf`	A comparison of Bag-of-Words method and normalized compression distance for satellite image retrieval. IGARSS Shiyong Cui, Mihai Datcu
2015	C	`conf`	A hierarchical patch clustering method for high-resolution TerraSAR-X images. IGARSS Wei Yao, Otmar Loffeld, Mihai Datcu
2015	—	`conf`	A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images. MultiTemp Daniela Faur, Mihai Datcu
2015	—	`conf`	A study of multi-sensor satellite image indexing. JURSE Corneliu Octavian Dumitru, Shiyong Cui, Mihai Datcu
2015	B	`conf`	A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance. ICIP Radu Tanase, Corina Vaduva, Mihai Datcu, Dan Raducanu
2015	J	`jnl`	Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kevin Alonso, Mihai Datcu
2015	C	`conf`	An assessment of feature extraction methods for SENTINEL-1 images on urban areas. IGARSS Mihaela Stan, Anca Andreea Popescu, Mihai Datcu, Dan Alexandru Stoichescu
2015	J	`jnl`	Automatic Change Analysis in Satellite Images Using Binary Descriptors and Lloyd-Max Quantization. IEEE Geosci. Remote. Sens. Lett. Anamaria Radoi, Mihai Datcu
2015	B	`conf`	Classification of interferometric SAR images based on parametric modeling in the fractional fourier transform domain. ICIP Nazli Deniz Cagatay, Mihai Datcu
2015	C	`conf`	Comparison of Kullback-Leibler divergence approximation methods between Gaussian mixture models for satellite image retrieval. IGARSS Shiyong Cui, Mihai Datcu
2015	J	`jnl`	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. Corneliu Octavian Dumitru, Shiyong Cui, Daniela Faur, Mihai Datcu
2015	B	`conf`	Dictionary-Based Compact Data Representation for Very High Resolution Earth Observation Image Classification. ACIVS Corina Vaduva, Florin-Andrei Georgescu, Mihai Datcu
2015	C	`conf`	Feature space dimensionality reduction for the optimization of visualization methods. IGARSS Andreea Griparis, Daniela Faur, Mihai Datcu
2015	J	`jnl`	FrFT-Based Scene Classification of Phase-Gradient InSAR Images and Effective Baseline Dependence. IEEE Geosci. Remote. Sens. Lett. Nazli Deniz Cagatay, Mihai Datcu
2015	C	`conf`	GPU-based kernelized locality-sensitive hashing for satellite image retrieval. IGARSS Niko Lukac, Borut Zalik, Shiyong Cui, Mihai Datcu
2015	B	`conf`	Image classification: No features, no clustering. ICIP Shiyong Cui, Gottfried Schwarz, Mihai Datcu
2015	J	`jnl`	Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Corneliu Octavian Dumitru, Shiyong Cui, Gottfried Schwarz, Mihai Datcu
2015	C	`conf`	Interactive feature learning from SAR image patches. IGARSS Mohammadreza Babaee, Xuejie Yu, Daniel Merget, Amir Babaeian, Gerhard Rigoll, Mihai Datcu
2015	C	`conf`	LUCAS Visual Browser: A tool for land cover visual analytics. IGARSS Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu
2015	—	`conf`	Pheromone averaging exploration algorithm. ICAR Bogdan-Florin Florea, Ovidiu Grigore, Mihai Datcu
2015	C	`conf`	Polarimetric SAR data feature selection using measures of mutual information. IGARSS Radu Tanase, Anamaria Radoi, Mihai Datcu, Dan Raducanu
2015	—	`conf`	Rate-distortion performance of compressive sensing in single pixel camera. ICIT Mihai-Alexandru Petrovici, Daniela Coltuc, Mihai Datcu, Tiberius Vasile
2015	J	`jnl`	Remote Sensing Image Classification: No Features, No Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Shiyong Cui, Gottfried Schwarz, Mihai Datcu
2015	C	`conf`	Semantic interpretation of multi-level change detection in multi-temporal satellite images. IGARSS Anamaria Radoi, Radu Tanase, Mihai Datcu
2015	—	`conf`	Spatio-temporal characterization in satellite image time series. MultiTemp Anamaria Radoi, Mihai Datcu
2015	J	`jnl`	The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. Reza Bahmanyar, Ambar Murillo Montes de Oca, Mihai Datcu
2015	J	`jnl`	Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Daniela Espinoza-Molina, Charalampos Nikolaou, Corneliu Octavian Dumitru, Konstantina Bereta, Manolis Koubarakis, Gottfried Schwarz, Mihai Datcu
2015	—	`conf`	Visual analytics for semantic queries of TerraSAR-X image content. SAR Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu
2015	J	`jnl`	Visualization-Based Active Learning for the Annotation of SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohammadreza Babaee, Stefanos Tsoukalas, Gerhard Rigoll, Mihai Datcu
2014	J	`jnl`	A Comparative Study of Statistical Models for Multilook SAR Images. IEEE Geosci. Remote. Sens. Lett. Shiyong Cui, Gottfried Schwarz, Mihai Datcu
2014	C	`conf`	A new comprehensive approach for earth observation scene classification using joint image and text analysis. IGARSS Corina Vaduva, Mihai Datcu
2014	J	`jnl`	Authorship Analysis based on Data Compression. CoRR Daniele Cerra, Mihai Datcu, Peter Reinartz
2014	J	`jnl`	Authorship analysis based on data compression. Pattern Recognit. Lett. Daniele Cerra, Mihai Datcu, Peter Reinartz
2014	—	`conf`	Big, Linked and Open Data: Applications in the German Aerospace Center. ESWC (Satellite Events) Charalampos Nikolaou, Kostis Kyzirakos, Konstantina Bereta, Kallirroi Dogani, Stella Giannakopoulou, Panayiotis Smeros, George Garbis, Manolis Koubarakis, Daniela Espinoza-Molina, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu
2014	B	`conf`	Class evolution data analytics from sar image time series using information theory measures. ICIP Carmen Patrascu, Daniela Faur, Anca Andreea Popescu, Mihai Datcu
2014	C	`conf`	Comparing the information extracted by feature descriptors from EO images using Huffman coding. CBMI Reza Bahmanyar, Mihai Datcu, Gerhard Rigoll
2014	J	`jnl`	Despeckling and Information Extraction From SLC SAR Images. IEEE Trans. Geosci. Remote. Sens. Dusan Gleich, Mihai Datcu
2014	B	`conf`	Farness preserving Non-negative matrix factorization. ICIP Mohammadreza Babaee, Reza Bahmanyar, Gerhard Rigoll, Mihai Datcu
2014	C	`conf`	Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage. IGARSS Kevin Alonso, Mihai Datcu
2014	C	`conf`	Locally Linear Salient Coding for image classification. CBMI Mohammadreza Babaee, Gerhard Rigoll, Reza Bahmanyar, Mihai Datcu
2014	—	`conf`	Multitemporal Satellite Image Time Series analysis of urban development in Bucharest and Ilfov areas. COMM Teodor Costachioiu, Rodica Constantinescu, Mihai Datcu
2014	C	`conf`	On the statistical similarity of synthetic aperture radar images from COSMO-SKYMED and TerraSAR-X. IGARSS Jagmal Singh, Daniela Espinoza-Molina, Gottfried Schwarz, Mihai Datcu
2014	J	`jnl`	Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pierre Blanchart, Marin Ferecatu, Shiyong Cui, Mihai Datcu
2014	C	`conf`	Quantitative flood assessment: Case study of floods in Germany. IGARSS Corneliu Octavian Dumitru, Shiyong Cui, Mihai Datcu
2014	B	`conf`	Scene recognition based on phase gradient InSAR images. ICIP Nazli Deniz Cagatay, Mihai Datcu
2013	—	`conf`	2D phase unwrapping using Markov random field based phase locked loops. SAR Nazli Deniz Cagatay, Mihai Datcu
2013	J	`jnl`	A Latent Analysis of Earth Surface Dynamic Evolution Using Change Map Time Series. IEEE Trans. Geosci. Remote. Sens. Corina Vaduva, Teodor Costachioiu, Carmen Patrascu, Inge Gavat, Vasile Lazarescu, Mihai Datcu
2013	C	`conf`	Architecture concept for Earth Observation data mining system. IGARSS Daniela Espinoza-Molina, Mihai Datcu
2013	—	`conf`	Assessment of dimensionality reduction based on communication channel model; application to immersive information visualization. IEEE BigData Mohammadreza Babaee, Mihai Datcu, Gerhard Rigoll
2013	B	`conf`	Data vaults: a database welcome to scientific file repositories. SSDBM Milena Ivanova, Yagiz Kargin, Martin L. Kersten, Stefan Manegold, Ying Zhang, Mihai Datcu, Daniela Espinoza-Molina
2013	J	`jnl`	Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata. IEEE Trans. Geosci. Remote. Sens. Daniela Espinoza-Molina, Mihai Datcu
2013	J	`jnl`	Expanding the Algorithmic Information Theory Frame for Applications to Earth Observation. Entropy Daniele Cerra, Mihai Datcu
2013	J	`jnl`	Further results on dissimilarity spaces for hyperspectral images RF-CBIR. CoRR Miguel Angel Veganzones, Mihai Datcu, Manuel Graña
2013	J	`jnl`	Further results on dissimilarity spaces for hyperspectral images RF-CBIR. Pattern Recognit. Lett. Miguel Angel Veganzones, Mihai Datcu, Manuel Graña
2013	C	`conf`	How many categories are in very high resolution SAR images? IGARSS Corneliu Octavian Dumitru, Mihai Datcu
2013	—	`conf`	Immersive Interactive Information Mining with Application to Earth Observation Data Retrieval. CD-ARES Mohammadreza Babaee, Gerhard Rigoll, Mihai Datcu
2013	J	`jnl`	Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters. IEEE Trans. Geosci. Remote. Sens. Corneliu Octavian Dumitru, Mihai Datcu
2013	J	`jnl`	Latent Dirichlet Allocation for Spatial Analysis of Satellite Images. IEEE Trans. Geosci. Remote. Sens. Corina Vaduva, Inge Gavat, Mihai Datcu
2013	B	`conf`	Measuring the semantic gap based on a communication channel model. ICIP Reza Bahmanyar, Mihai Datcu
2013	B	`conf`	Parametric modeling of the fractional Fourier transform coefficients for complex-valued SAR image categorization. ICIP Jagmal Singh, Mihai Datcu
2013	C	`conf`	Preperation of scenarios for the performance optimization of a content-based remote sensing image mining system. IGARSS Gottfried Schwarz, Mihai Datcu
2013	J	`jnl`	Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing. IEEE Geosci. Remote. Sens. Lett. Shiyong Cui, Corneliu Octavian Dumitru, Mihai Datcu
2013	J	`jnl`	SAR Image Categorization With Log Cumulants of the Fractional Fourier Transform Coefficients. IEEE Trans. Geosci. Remote. Sens. Jagmal Singh, Mihai Datcu
2013	—	`conf`	Semantic analysis of EO-1 hyperion hyperspectral data. WHISPERS Teodor Costachioiu, Rodica Constantinescu, Vasile Lazarescu, Mihai Datcu
2013	C	`conf`	The impact of rain, frost, seasonal cycle, and wind on sequences of high resolution urban SAR images. IGARSS Gottfried Schwarz, Mihai Datcu
2012	J	`jnl`	A fast compression-based similarity measure with applications to content-based image retrieval CoRR Daniele Cerra, Mihai Datcu
2012	J	`jnl`	A fast compression-based similarity measure with applications to content-based image retrieval. J. Vis. Commun. Image Represent. Daniele Cerra, Mihai Datcu
2012	—	`conf`	A high resolution SAR image spectral analysis framework for multiple class image mining in urban areas. COMM Anca Andreea Popescu, Inge Gavat, Mihai Datcu
2012	—	`conf`	A remote sensing image processing framework for damage assessment in a forest fire scenario. EUSIPCO Anca Andreea Popescu, Corina Vaduva, Daniela Faur, Inge Gavat, Mihai Datcu
2012	C	`conf`	A semantic framework for data retrieval in large remote sensing databases. IGARSS Teodor Costachioiu, Iulian Nita, Vasile Lazarescu, Mihai Datcu
2012	—	`conf`	A survey of density estimation for sar images. EUSIPCO Jagmal Singh, Shiyong Cui, Mihai Datcu, Dusan Gleich
2012	C	`conf`	Assessment of Earth Observation data content based on data compression - application to settlements understanding. IGARSS Jayashree Chadalawada, Daniela Espinoza-Molina, Mihai Datcu
2012	C	`conf`	Automated interpretation of very-high resolution SAR images. IGARSS Jagmal Singh, Mihai Datcu
2012	—	`conf`	Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data. RR Manolis Koubarakis, Manos Karpathiotakis, Kostis Kyzirakos, Charalampos Nikolaou, Stavros Vassos, George Garbis, Michael Sioutis, Konstantina Bereta, Stefan Manegold, Martin L. Kersten, Milena Ivanova, Holger Pirk, Ying Zhang, Charalambos Kontoes, Ioannis Papoutsis, Themistoklis Herekakis, Dimitrios Michail, Mihai Datcu, Gottfried Schwarz, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Ugo Di Giammatteo, Manuela Sagona, Sergio Perelli, Eva Klien, Thorsten Reitz, Robert Gregor
2012	—	`conf`	Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms. OTM Conferences (2) Manolis Koubarakis, Michael Sioutis, George Garbis, Manos Karpathiotakis, Kostis Kyzirakos, Charalampos Nikolaou, Konstantina Bereta, Stavros Vassos, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Gottfried Schwarz, Mihai Datcu
2012	C	`conf`	Cascade active learning for SAR image annotation. IGARSS Shiyong Cui, Mihai Datcu, Pierre Blanchart
2012	J	`jnl`	Contextual Descriptors for Scene Classes in Very High Resolution SAR Images. IEEE Geosci. Remote. Sens. Lett. Anca Andreea Popescu, Inge Gavat, Mihai Datcu
2012	—	`conf`	Deep learning in very high resolution remote sensing image information mining communication concept. EUSIPCO Corina Vaduva, Inge Gavat, Mihai Datcu
2012	—	`conf`	Dictionary based Hyperspectral Image Retrieval. ICPRAM (1) Miguel Angel Veganzones, Mihai Datcu, Manuel Graña
2012	J	`jnl`	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. Daniela Espinoza-Molina, Dusan Gleich, Mihai Datcu
2012	C	`conf`	Identification and characterization of railway trains in high resolution TerraSAR-X images. IGARSS Gottfried Schwarz, Mihai Datcu
2012	J	`jnl`	Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dragos Bratasanu, Ion Nedelcu, Mihai Datcu
2012	C	`conf`	Optimized lossless compression of remote sensing image files using splay trees. IGARSS Radu Radescu, Andreea Honciuc, Mihai Datcu
2012	C	`conf`	Query by example in Earth-Observation image archive using data compression-based approach. IGARSS Daniela Espinoza-Molina, Marco Quartulli, Mihai Datcu
2012	J	`jnl`	SAR Target Analysis Based on Multiple-Sublook Decomposition: A Visual Exploration Approach. IEEE Geosci. Remote. Sens. Lett. Jagmal Singh, Mihai Datcu
2012	C	`conf`	SBAS and PS measurement fusion for enhancing displacement measurements. IGARSS Carmen Patrascu, Anca Andreea Popescu, Mihai Datcu
2012	—	`conf`	Semantic analysis of satellite image time series. EUSIPCO Leoaor Lostacnioiu, Koaica Lonstantinescu, Basnar AlZenk, Mihai Datcu
2012	J	`jnl`	Statistical Wavelet Subband Modeling for Multi-Temporal SAR Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Shiyong Cui, Mihai Datcu
2012	C	`conf`	Study and assessment of selected primitive features behaviour for SAR image description. IGARSS Corneliu Octavian Dumitru, Mihai Datcu
2012	J	`jnl`	TELEIOS: A Database-Powered Virtual Earth Observatory. Proc. VLDB Endow. Manolis Koubarakis, Kostis Kyzirakos, Manos Karpathiotakis, Charalampos Nikolaou, Stavros Vassos, George Garbis, Michael Sioutis, Konstantina Bereta, Dimitrios Michail, Charalambos Kontoes, Ioannis Papoutsis, Themos Herekakis, Stefan Manegold, Martin L. Kersten, Milena Ivanova, Holger Pirk, Ying Zhang, Mihai Datcu, Gottfried Schwarz, Corneliu Octavian Dumitru, Daniela Espinoza-Molina, Katrin Molch, Ugo Di Giammatteo, Manuela Sagona, Sergio Perelli, Thorsten Reitz, Eva Klien, Robert Gregor
2012	—	`conf`	Use of the second-kind statistics for VHR SAR image retrieval. COMM Jagmal Singh, Mihai Datcu
2011	C	`conf`	Active learning using the data distribution for interactive image classification and retrieval. CIDM Pierre Blanchart, Marin Ferecatu, Mihai Datcu
2011	J	`jnl`	Algorithmic Relative Complexity. Entropy Daniele Cerra, Mihai Datcu
2011	J	`jnl`	Bridging the Semantic Gap for Satellite Image Annotation and Automatic Mapping Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dragos Bratasanu, Ion Nedelcu, Mihai Datcu
2011	B	`conf`	Cascaded active learning for object retrieval using multiscale coarse to fine analysis. ICIP Pierre Blanchart, Marin Ferecatu, Mihai Datcu
2011	—	`conf`	Information theoretical similarity measure for change detection. JURSE Shiyong Cui, Mihai Datcu, Lionel Gueguen
2011	C	`conf`	Mining large satellite image repositories using semi-supervised methods. IGARSS Pierre Blanchart, Marin Ferecatu, Mihai Datcu
2011	C	`conf`	Satellite image artifacts detection based on complexity distortion theory. IGARSS Avid Roman-Gonzalez, Mihai Datcu
2011	C	`conf`	Scene class recognition using high resolution SAR/InSAR spectral decomposition methods. IGARSS Anca Andreea Popescu, Inge Gavat, Mihai Datcu
2010	J	`jnl`	A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Pierre Blanchart, Mihai Datcu
2010	B	`conf`	A Similarity Measure Using Smallest Context-Free Grammars. DCC Daniele Cerra, Mihai Datcu
2010	J	`jnl`	Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment. IEEE Geosci. Remote. Sens. Lett. Daniele Cerra, Alexandre Mallet, Lionel Gueguen, Mihai Datcu
2010	—	`conf`	Automatic Feature Selection for Operational Scenarios of Satellite Image Understanding using Measures of Mutual Information. SSW Dragos Bratasanu, Ion Nedelcu, Mihai Datcu
2010	J	`jnl`	Backscattering and Statistical Information Fusion for Urban Area Mapping Using TerraSAR-X Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Houda Chaabouni-Chouayakh, Mihai Datcu
2010	J	`jnl`	Coarse-to-Fine Approach for Urban Area Interpretation Using TerraSAR-X Data. IEEE Geosci. Remote. Sens. Lett. Houda Chaabouni-Chouayakh, Mihai Datcu
2010	J	`jnl`	Despeckling of TerraSAR-X Data Using Second-Generation Wavelets. IEEE Geosci. Remote. Sens. Lett. Dusan Gleich, Matej Kseneman, Mihai Datcu
2010	C	`conf`	Generic object recognition in high resolution SAR images. IGARSS Anca Andreea Popescu, Mihai Costache, Jagmal Singh, Mihai Datcu, Gottfried Schwarz
2010	J	`jnl`	Gibbs Random Field Models for Model-Based Despeckling of SAR Images. IEEE Geosci. Remote. Sens. Lett. Daniela Espinoza-Molina, Dusan Gleich, Mihai Datcu
2010	J	`jnl`	Huber-Markov Model for Complex SAR Image Restoration. IEEE Geosci. Remote. Sens. Lett. Matteo Soccorsi, Dusan Gleich, Mihai Datcu
2010	C	`conf`	Image information mining methods for exploring and understanding high resolution images. IGARSS Mihai Datcu, Gottfried Schwarz
2010	—	`conf`	Impact of model order and estimation window for indexing TerraSAR-X images using Gauss Markov random fields. SAR Daniela Espinoza-Molina, Mihai Datcu
2010	J	`jnl`	Multiscale and Dimensionality Behavior of ICA Components for Satellite Image Indexing. IEEE Geosci. Remote. Sens. Lett. Payam Birjandi, Mihai Datcu
2010	C	`conf`	Multitemporal analysis of multisensor data: Information theoretical approaches. IGARSS Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu
2010	C	`conf`	SAR complex image analysis: A Gauss Markov and a multiple sub-aperture based target characterization. IGARSS Jagmal Singh, Matteo Soccorsi, Mihai Datcu
2010	J	`jnl`	Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation. IEEE Geosci. Remote. Sens. Lett. Marie Liénou, Henri Maître, Mihai Datcu
2010	J	`jnl`	System Design Considerations for Image Information Mining in Large Archives. IEEE Geosci. Remote. Sens. Lett. Inés María Gómez Muñoz, Mihai Datcu
2010	C	`conf`	Texture estimation in sar images: The impact of scale and model order. IGARSS Mihai Datcu, Daniela Espinoza-Molina, Amaia de Miguel, Gottfried Schwarz
2009	B	`conf`	Algorithmic Cross-Complexity and Relative Complexity. DCC Daniele Cerra, Mihai Datcu
2009	—	`conf`	Automated Information Extraction from High Resolution SAR Images: TerraSAR-X Interpretation Applications. IGARSS (4) Gottfried Schwarz, Matteo Soccorsi, Houda Chaabouni, Daniela Espinoza-Molina, Daniele Cerra, Fernando Rodríguez González, Mihai Datcu
2009	—	`conf`	Bayesian Restoration of Interferometric Phase through Biased Anisotropic Diffusion. IGARSS (5) Fernando Rodríguez González, Mihai Datcu
2009	—	`conf`	Enhancing Complex Interferograms by Anisotropic Diffusion. IGARSS (4) Fernando Rodríguez González, Mihai Datcu
2009	—	`conf`	Parameter-free Clustering: Application to Fawns Detection. IGARSS (3) Daniele Cerra, Martin Israel, Mihai Datcu
2009	—	`conf`	Parametric Versus Non-parametric Complex Image Analysis. IGARSS (3) Jagmal Singh, Matteo Soccorsi, Mihai Datcu
2009	J	`jnl`	Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure. IEEE Geosci. Remote. Sens. Lett. Daniela Faur, Inge Gavat, Mihai Datcu
2009	—	`conf`	Semi-supervised Learning and Discovery of unkown Structures among Data: Application to Satellite Image Annotation. IGARSS (3) Pierre Blanchart, Mihai Datcu
2009	J	`jnl`	Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter. IEEE Trans. Image Process. Dusan Gleich, Mihai Datcu
2008	B	`conf`	A Model Conditioned Data Compression Based Similarity Measure. DCC Daniele Cerra, Mihai Datcu
2008	J	`jnl`	A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series. IEEE Trans. Knowl. Data Eng. Lionel Gueguen, Mihai Datcu
2008	—	`conf`	Automated Information Extraction from TerraSAR-X Data: The Content Map. IGARSS (1) Mihai Datcu, Daniele Cerra, Houda Chaabouni, Amaia de Miguel, Daniela Espinoza-Molina, Gottfried Schwarz, Matteo Soccorsi
2008	B	`conf`	Complexity Based Image Artifact Detection. DCC Alexandre Mallet, Lionel Gueguen, Mihai Datcu
2008	—	`conf`	Geometrical and Topological Urban Areas Characterization using TerraSAR-X Data. IGARSS (4) Houda Chaabouni, Mihai Datcu
2008	—	`conf`	Image Classification and Indexing Using Data Compression Based Techniques. IGARSS (1) Daniele Cerra, Mihai Datcu
2008	—	`conf`	Model Free Earth Observation Image Artifact Detection. IGARSS (4) Alexandre Mallet, Mihai Datcu
2008	—	`conf`	Optimized Multilooking for Robust SAR Image Indexing. IGARSS (1) Gottfried Schwarz, Daniela Espinoza-Molina, Helko Breit, Mihai Datcu
2008	J	`jnl`	Rate Distortion Based Detection of Artifacts in Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. Alexandre Mallet, Mihai Datcu
2008	B	`conf`	Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications. ACIVS Corina Vaduva, Daniela Faur, Anca Andreea Popescu, Inge Gavat, Mihai Datcu
2008	—	`conf`	TerraSAR-X: Complex Image Inversion for Feature Extraction. IGARSS (3) Matteo Soccorsi, Mihai Datcu, Dusan Gleich
2007	C	`conf`	A Bayesian multi-class image content retrieval. IGARSS Inés María Gómez Muñoz, Mihai Datcu
2007	J	`jnl`	Image Time-Series Data Mining Based on the Information-Bottleneck Principle. IEEE Trans. Geosci. Remote. Sens. Lionel Gueguen, Mihai Datcu
2007	J	`jnl`	Introduction to the Special Section on Image Information Mining for Earth Observation Data. IEEE Trans. Geosci. Remote. Sens. Mihai Datcu, Sergio d'Elia, Roger L. King, Lorenzo Bruzzone
2007	C	`conf`	Knowledge centred Earth Observation: Feature Extraction. IGARSS Amaia de Miguel, Gottfried Schwarz, Mihai Datcu, Andrea Colapicchioni
2007	C	`conf`	Learning - unlearning for mining high resolution EO images. IGARSS Mihai Costache, Mihai Datcu
2007	C	`conf`	Linear versus non-linear analysis of relevant scatterers in high resolution SAR images. IGARSS Houda Chaabouni-Chouayakh, Mihai Datcu
2007	C	`conf`	Stochastic models of SLC HR SAR images. IGARSS Matteo Soccorsi, Mihai Datcu
2007	J	`jnl`	Supervised learning on graphs of spatio-temporal similarity in satellite image sequences CoRR Patrick Héas, Mihai Datcu
2007	B	`conf`	The Model based Similarity Metric. DCC Lionel Gueguen, Mihai Datcu
2007	J	`jnl`	Wavelet-Based Despeckling of SAR Images Using Gauss-Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. Dusan Gleich, Mihai Datcu
2006	C	`conf`	Categorization based Relevance Feedback Search Engine for Earth Observation Images Repositories. IGARSS Mihai Costache, Henri Maître, Mihai Datcu
2006	J	`jnl`	Gauss-Markov Model for Wavelet-Based SAR Image Despeckling. IEEE Signal Process. Lett. Dusan Gleich, Mihai Datcu
2005	J	`jnl`	Design and evaluation of human-machine communication for image information mining. IEEE Trans. Multim. Herbert Daschiel, Mihai Datcu
2005	J	`jnl`	Earth observation image and DEM information aggregation for realistic 3-D visualization of natural landscapes. IEEE Trans. Geosci. Remote. Sens. Cyrille Maire, Mihai Datcu
2005	J	`jnl`	Human-centered concepts for exploration and understanding of Earth observation images. IEEE Trans. Geosci. Remote. Sens. Mihai Datcu, Klaus Seidel
2005	—	`conf`	Image Disorder Characterization Based on Rate Distortion. CAEPIA Claudia Iancu, Inge Gavat, Mihai Datcu
2005	J	`jnl`	Image Information Mining System Evaluation Using Information-Theoretic Measures. EURASIP J. Adv. Signal Process. Herbert Daschiel, Mihai Datcu
2005	J	`jnl`	Information mining in remote sensing image archives: system evaluation. IEEE Trans. Geosci. Remote. Sens. Herbert Daschiel, Mihai Datcu
2005	C	`conf`	Model based SAR data compression. IGARSS Dusan Gleich, Mihai Datcu, Zarko Cucej
2005	J	`jnl`	Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning. IEEE Trans. Geosci. Remote. Sens. Patrick Héas, Mihai Datcu
2005	—	`conf`	Mutual Information Based Measure for Image Content Characterization. CAEPIA Daniela Faur, Inge Gavat, Mihai Datcu
2005	—	`conf`	Object and topology extraction from remote sensing images. ICIP (2) Cyrille Maire, Mihai Datcu
2004	C	`conf`	Image time-series mining. IGARSS Patrick Héas, Philippe Marthon, Mihai Datcu, Alain Giros
2004	C	`conf`	Information theoretical approach for domain ontology exploration in large EO image archives. IGARSS Mariana Ciucu, Mihai Datcu
2004	J	`jnl`	Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution. IEEE Trans. Geosci. Remote. Sens. Marco Quartulli, Mihai Datcu
2003	C	`conf`	Image time series mining for dynamic scene understanding. IGARSS Patrick Héas, Mihai Datcu, Malika Abdellani, Alain Giros, Philippe Marthon
2003	J	`jnl`	Information fusion for scene understanding from interferometric SAR data in urban environments. IEEE Trans. Geosci. Remote. Sens. Marco Quartulli, Mihai Datcu
2003	J	`jnl`	Information mining in remote sensing image archives: system concepts. IEEE Trans. Geosci. Remote. Sens. Mihai Datcu, Herbert Daschiel, Andrea Pelizzari, Marco Quartulli, Annalisa Galoppo, Andrea Colapicchioni, Marco Pastori, Klaus Seidel, Pier Giorgio Marchetti, Sergio d'Elia
2003	C	`conf`	SAR DEM filtering by mean of Bayesian and multi-scale, nonstationary methods. IGARSS Cyrille Maire, Mihai Datcu, P. Audenino
2003	C	`conf`	Stochastic modelling for structure reconstruction from high-resolution SAR data. IGARSS Marco Quartulli, Mihai Datcu
2002	—	`conf`	An Innovative Concept For Image Information Mining. MDM/KDD Mihai Datcu, Klaus Seidel
2002	—	`conf`	An Innovative Concept for Image Information Mining. MDM/KDD-PAKDD/KDMCD (Revised Papers) Mihai Datcu, Klaus Seidel
2002	J	`jnl`	Bayesian selection of the neighbourhood order for Gauss-Markov texture models. Pattern Recognit. Lett. S. Stan, Gintautas Palubinskas, Mihai Datcu
2002	C	`conf`	Image information mining utilizing hierarchical segmentation. IGARSS James C. Tilton, Giovanni Marchisio, Krzysztof Koperski, Mihai Datcu
2002	—	`conf`	Information extraction from high resolution SAR data. EUSIPCO Frédéric Adragna, Mihai Datcu, Irena Hajnsek, Jordi Inglada, Kostas Papathanassiou, David Petit, Marco Quartulli, Jean-Claude Souyris
2002	J	`jnl`	Multisource data classification with dependence trees. IEEE Trans. Geosci. Remote. Sens. Mihai Datcu, Farid Melgani, Andrea Piardi, Sebastiano B. Serpico
2002	—	`conf`	New concepts for earth observation data catalogues. EUSIPCO Mihai Datcu, Alain Giros
2002	J	`jnl`	Road detection in dense urban areas using SAR imagery and the usefulness of multiple views. IEEE Trans. Geosci. Remote. Sens. Florence Tupin, Bijan Houshmand, Mihai Datcu
2002	—	`conf`	Scale Space Exploration For Mining Image Information Content. MDM/KDD Mariana Ciucu, Patrick Héas, Mihai Datcu, James C. Tilton
2002	—	`conf`	Scale Space Exploration for Mining Image Information Content. MDM/KDD-PAKDD/KDMCD (Revised Papers) Mariana Ciucu, Patrick Héas, Mihai Datcu, James C. Tilton
2000	J	`jnl`	Bayesian approaches to phase unwrapping: theoretical study. IEEE Trans. Signal Process. Giovanni Nico, Gintautas Palubinskas, Mihai Datcu
2000	J	`jnl`	Interactive learning and probabilistic retrieval in remote sensing image archives. IEEE Trans. Geosci. Remote. Sens. Michael Schröder, Hubert Rehrauer, Klaus Seidel, Mihai Datcu
2000	J	`jnl`	Model-based despeckling and information extraction from SAR images. IEEE Trans. Geosci. Remote. Sens. Marc Walessa, Mihai Datcu
1998	—	`conf`	Multiscale Bayesian height estimation from InSAR using a fractal prior. SAR Mihai Datcu, Gintautas Palubinskas
1998	J	`jnl`	Spatial information retrieval from remote-sensing images. I. Information theoretical perspective. IEEE Trans. Geosci. Remote. Sens. Mihai Datcu, Klaus Seidel, Marc Walessa
1998	J	`jnl`	Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields. IEEE Trans. Geosci. Remote. Sens. Michael Schröder, Hubert Rehrauer, Klaus Seidel, Mihai Datcu
1993	—	`conf`	Fusion of Real and Synthetic Images for Remote Sensing Scene Understanding. Fractals in the Natural and Applied Sciences Klaus Seidel, Mihai Datcu