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ORCIDMihai Datcu
Person information
- affiliation: University Politehnica of Bucharest, Romania
- affiliation: German Aerospace Centre, Remote Sensing Technology Institute, Weßling, Germany
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2020 – today
- 2024
[j143]Yuxuan Wang
, Lanxin Zeng, Wen Yang, Jian Kang, Huai Yu, Mihai Datcu, Gui-Song Xia:
Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)- 2023
- [j142]Zhouyan Qiu, Joaquín Martínez-Sánchez, Pedro Arias, Mihai Datcu:
A novel low-cost multi-sensor solution for pavement distress segmentation and characterization at night. Int. J. Appl. Earth Obs. Geoinformation 120: 103331 (2023) - [j141]Adrian Focsa, Andrei Anghel, Mihai Datcu:
Accelerated Back-Projection SAR Processor on Arbitrary Elliptical Imaging Grid With Azimuth Spectrum Unfolding. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j140]Vlad Vasilescu, Mihai Datcu, Daniela Faur:
Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j139]Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu:
Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1197-1210 (2023) - [j138]Iulia Calota, Daniela Faur, Mihai Datcu:
Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4484-4498 (2023) - [j137]Mihai Coca, Mihai Datcu:
FPGA Accelerator for Meta-Recognition Anomaly Detection: Case of Burned Area Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5247-5259 (2023) - [j136]Chandrabali Karmakar, Corneliu Octavian Dumitru, Nick Hughes, Mihai Datcu:
A Visualization Framework for Unsupervised Analysis of Latent Structures in SAR Image Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 5355-5373 (2023) - [j135]Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu:
Band Reconstruction Using a Modified UNet for Sentinel-2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6739-6757 (2023) - [j134]Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller:
Quantum Transfer Learning for Real-World, Small, and High-Dimensional Remotely Sensed Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 9223-9230 (2023) - [j133]Reza Mohammadi Asiyabi, Mihai Datcu, Andrei Anghel, Holger Nies:
Complex-Valued End-to-End Deep Network With Coherency Preservation for Complex-Valued SAR Data Reconstruction and Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j132]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j131]Vlad Vasilescu, Mihai Datcu, Daniela Faur:
A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c213]Muhammad Amjad Iqbal, Reza Mohammadi Asiyabi, Omid Ghozatlou, Andrei Anghel, Mihai Datcu:
Towards Complex-Valued Deep Architectures with Data Model Preservation for Sea Surface Current Estimation from SAR Data. CBMI 2023: 146-152 - [c212]Chang Xu, Wen Yang, Huai Yu, Mihai Datcu, Gui-Song Xia:
Density-aware Object Detection in Aerial Images. ICDIP 2023: 42:1-42:9 - [c211]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu:
Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks. IGARSS 2023: 168-171 - [c210]Mihai Datcu, Daniela Faur, Eden Mamut, Ion Nedelcu, Constanin Ionescu, Liviu Miron:
Digital Twin Earth for Climate Change Adapation: An AI based Federated System. IGARSS 2023: 1392-1395 - [c209]Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu, Andreas Bathelt, Stefan Sieger:
Exploiting Inverse SAR Images and Dual-Pol Decomposition for the Estimation of Tree Scattering Properties. IGARSS 2023: 1622-1625 - [c208]Reza Mohammadi Asiyabi, Andrei Anghel, Paola Rizzoli, Michele Martone, Mihai Datcu:
Complex-Valued Autoencoder for Multi-Polarization SLC SAR Data Compression with Side Information. IGARSS 2023: 1787-1790 - [c207]Max Muzeau, Chengfang Ren, Sébastien Angélliaume, Mihai Datcu, Jean Philippe Ovarlez:
Self-Supervised SAR Anomaly Detection Guided with RX Detector. IGARSS 2023: 1918-1921 - [c206]Zishi Wang, Zhongling Huang, Mihai Datcu:
A new Perspective on Physics Guided Learning for SAR Image Interpretation. IGARSS 2023: 1926-1929 - [c205]Ion Grujdin, Mihai Datcu:
Self-Learning Ontology for Natural Hazards. IGARSS 2023: 2227-2230 - [c204]Omid Ghozatlou, Mihai Datcu, Bertrand Chapron:
Gan-Based Ocean Pattern SAR Image Augmentation. IGARSS 2023: 4056-4059 - [c203]Mobina Keymasi, Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu:
An Efficient Compressive Learning Method on Earth Observation Data. IGARSS 2023: 5285-5288 - [c202]Corina Vaduva, Daniela Faur, Alexandru-Cosmin Grivei, Vlad Vasilescu, Mihai Datcu:
A Latent Analysis of A Super-Resolved Sentinel-2 Data Cube For Green Urban Infrastructure Health Monitoring. IGARSS 2023: 5700-5703 - [c201]Andreea Griparis, Anamaria Radoi, Daniela Faur, Mihai Datcu:
Visual Exploration of Satellite Image Time Series. IGARSS 2023: 7175-7178 - [c200]Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Mihai Datcu:
Risce- An Explainable ML Chain for Practical Sustainable Agriculture. IGARSS 2023: 7183-7185 - [c199]Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Mihai Datcu:
Adaptation of SqueeSAR Filtering in SAR Tomography Context. IGARSS 2023: 7742-7745 - [c198]Adrian Focsa, Andrei Anghel, Mihai Datcu:
Elliptical grid generation for sped-up back-projection on bistatic SAR with ground based stationary receiver. IGARSS 2023: 7832-7835 - [d7]Reza Mohammadi Asiyabi, Mihai Datcu, Andrei Anghel, Holger Nies:
S1SLC_CVDL: A Complex-Valued Annotated Single Look Complex Sentinel-1 SAR dataset for Complex-Valued Deep Networks. IEEE DataPort, 2023
- [i24]Mihai Datcu, Zhongling Huang, Andrei Anghel, Juanping Zhao, Remus Cacoveanu:
Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar. CoRR abs/2301.03589 (2023) - [i23]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:
Artificial intelligence to advance Earth observation: a perspective. CoRR abs/2305.08413 (2023) - [i22]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu:
Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks. CoRR abs/2306.07649 (2023) - 2022
- [j130]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
A Zero-Shot Sketch-Based Intermodal Object Retrieval Scheme for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j129]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j128]Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu:
Coastline Extraction From SAR Data Using Doppler Centroid Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j127]Chandrabali Karmakar, Mihai Datcu:
A Framework for Interactive Visual Interpretation of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j126]Soronzonbold Otgonbaatar, Mihai Datcu:
Classification of Remote Sensing Images With Parameterized Quantum Gates. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j125]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:
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7778-7796 (2022) - [j124]Reza Mohammadi Asiyabi, Mihai Datcu:
Earth Observation Semantic Data Mining: Latent Dirichlet Allocation-Based Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2607-2620 (2022) - [j123]Filip Rosu, Andrei Anghel, Silviu Ciochina, Remus Cacoveanu, Mihai Datcu:
Near-Range Multipath Mitigation Methodology for Multistatic SAR Applications Using Matched-Adaptive Filters. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3204-3214 (2022) - [j122]Ushasi Chaudhuri, Rupak Bose, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Zero-Shot Cross-Modal Retrieval for Remote Sensing Images With Minimal Supervision. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j121]Mihai Coca, Iulia Coca Neagoe, Mihai Datcu:
Hybrid DNN-Dirichlet Anomaly Detection and Ranking: Case of Burned Areas Discovery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j120]Adrian Focsa, Andrei Anghel, Mihai Datcu:
A Compressive-Sensing Approach for Opportunistic Bistatic SAR Imaging Enhancement by Harnessing Sparse Multiaperture Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j119]Soronzonbold Otgonbaatar, Mihai Datcu:
Natural Embedding of the Stokes Parameters of Polarimetric Synthetic Aperture Radar Images in a Gate-Based Quantum Computer. IEEE Trans. Geosci. Remote. Sens. 60: 1-8 (2022) - [c197]Melisa Unsalan, Anamaria Radoi, Mihai Datcu:
SAR Image Classification Using Mixed Spatial-Spectral Information and Pre-trained Convolutional Neural Networks. COMM 2022: 1-6 - [c196]Sanhita Guha, Mihai Datcu, Joachim Ender:
Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing. IGARSS 2022: 52-55 - [c195]Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir:
Causality for Remote Sensing: An Exploratory Study. IGARSS 2022: 259-262 - [c194]Chandrabali Karmakar, Ana Antunes, Mihai Datcu:
Achieving Information Super-resolution for Sentinel-2 NDVI Through Gaussian Process Regression. IGARSS 2022: 338-341 - [c193]Reza Mohammadi Asiyabi, Mihai Datcu, Holger Nies, Andrei Anghel:
Complex-Valued Vs. Real-Valued Convolutional Neural Network for Polsar Data Classification. IGARSS 2022: 421-424 - [c192]Adrian Focsa, Andrei Anghel, Mihai Datcu:
Inter-polarization Mapping via Gaussian Process Regression for Sentinel-1 EW Denoising. IGARSS 2022: 2063-2066 - [c191]Wei Yao, Gottfried Schwarz, Mihai Datcu:
A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks. IGARSS 2022: 3999-4002 - [c190]Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir:
Coreset of Hyperspectral Images on a Small Quantum Computer. IGARSS 2022: 4923-4926 - [c189]Iulia Calota, Daniela Faur, Mihai Datcu:
Estimating NDVI from SAR Images Using DNN. IGARSS 2022: 5232-5235 - [c188]Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu:
On the De-Ramping of SLC-IW Tops SAR Data and Ocean Circulation Parameters Estimation. IGARSS 2022: 6817-6820 - [c187]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery. IGARSS 2022: 6825-6828 - [c186]Omid Ghozatlou, Mihai Datcu:
Comparative Studies on Similarity Distances for Remote Sensing Image Classification. IPAS 2022: 1-6 - [c185]Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu:
Wavelet-Guided Deep Neural Network For Robust One-Class Classification. WHISPERS 2022: 1-5 - [d6]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Earth on Canvas. IEEE DataPort, 2022 - [d5]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Earth on Canvas. IEEE DataPort, 2022 - [d4]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Earth on Canvas. IEEE DataPort, 2022 - [d3]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Earth on Canvas. IEEE DataPort, 2022 - [i21]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery. CoRR abs/2204.04438 (2022) - [i20]Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir:
Coreset of Hyperspectral Images on Small Quantum Computer. CoRR abs/2204.04691 (2022) - [i19]Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller:
Quantum Transfer Learning for Real-World, Small, and Large-Scale Datasets. CoRR abs/2209.07799 (2022) - [i18]Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron:
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. CoRR abs/2209.15034 (2022) - [i17]Max Muzeau, Chengfang Ren, Sébastien Angélliaume, Mihai Datcu, Jean Philippe Ovarlez:
Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging. CoRR abs/2210.16038 (2022) - 2021
- [j118]Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu:
Classification of Large-Scale High-Resolution SAR Images With Deep Transfer Learning. IEEE Geosci. Remote. Sens. Lett. 18(1): 107-111 (2021) - [j117]Chandrabali Karmakar, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Feature-Free Explainable Data Mining in SAR Images Using Latent Dirichlet Allocation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 676-689 (2021) - [j116]Adrian Focsa, Andrei Anghel, Mihai Datcu, Stefan-Adrian Toma:
Mixed Compressive Sensing Back-Projection for SAR Focusing on Geocoded Grid. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4298-4309 (2021) - [j115]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Semantic Labeling of Globally Distributed Urban and Nonurban Satellite Images Using High-Resolution SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 6009-6068 (2021) - [j114]Soronzonbold Otgonbaatar, Mihai Datcu:
A Quantum Annealer for Subset Feature Selection and the Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7057-7065 (2021) - [j113]Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Juanping Zhao, Wenxian Yu:
Analyzing the Separability of SAR Classification Dataset in Open Set Conditions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 7895-7910 (2021) - [j112]Ushasi Chaudhuri, Subhadip Dey, Mihai Datcu, Biplab Banerjee, Avik Bhattacharya:
Interband Retrieval and Classification Using the Multilabeled Sentinel-2 BigEarthNet Archive. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9884-9898 (2021) - [j111]Iulia Coca Neagoe, Mihai Coca, Corina Vaduva, Mihai Datcu:
Cross-Bands Information Transfer to Offset Ambiguities and Atmospheric Phenomena for Multispectral Data Visualization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 11297-11310 (2021) - [j110]Zhongling Huang, Mihai Datcu, Zongxu Pan, Xiaolan Qiu, Bin Lei:
HDEC-TFA: An Unsupervised Learning Approach for Discovering Physical Scattering Properties of Single-Polarized SAR Image. IEEE Trans. Geosci. Remote. Sens. 59(4): 3054-3071 (2021) - [c184]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:
LUAI Challenge 2021 on Learning to Understand Aerial Images. ICCVW 2021: 762-768 - [c183]Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Wenxian Yu:
Can We Evaluate the Distinguishability of the Opensarurban Dataset? IGARSS 2021: 391-394 - [c182]Iulia Calota, Daniela Faur, Mihai Datcu:
Bag-of-Words for Transfer Learning. IGARSS 2021: 808-811 - [c181]Iulia Coca Neagoe, Corina Vaduva, Mihai Datcu:
Haze and Smoke Removal for Visualization of Multispectral Images: A DNN Physics Aware Architecture. IGARSS 2021: 2102-2105 - [c180]Reza Mohammadi Asiyabi, Mihai Datcu:
Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery. IGARSS 2021: 2620-2623 - [c179]Omid Ghozatlou, Mihai Datcu:
Hybrid Gan and Spectral Angular Distance for Cloud Removal. IGARSS 2021: 2695-2698 - [c178]Filip Rosu, Andrei Anghel, Remus Cacoveanu, Silviu Ciochina, Mihai Datcu:
Deconvolution Method for Eliminating Reference Signal Coupling/Reflections in Bistatic SAR. IGARSS 2021: 2715-2718 - [c177]Corneliu Octavian Dumitru, Gottfried Schwarz, Chandrabali Karmakar, Mihai Datcu:
Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images. IGARSS 2021: 4268-4271 - [c176]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Attention-Driven Cross-Modal Remote Sensing Image Retrieval. IGARSS 2021: 4783-4786 - [c175]Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu:
An Active Learning Tool for the Generation of Earth Observation Image Benchmarks. IGARSS 2021: 5720-5723 - [c174]Mihai Coca, Mihai Datcu:
Anomaly Detection in Post Fire Assessment. IGARSS 2021: 8620-8623 - [d2]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
Earth on Canvas. IEEE DataPort, 2021 - [i16]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:
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR abs/2102.12219 (2021) - [i15]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval. CoRR abs/2104.09918 (2021) - [i14]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:
LUAI Challenge 2021 on Learning to Understand Aerial Images. CoRR abs/2108.13246 (2021) - [i13]Zhongling Huang, Xiwen Yao, Corneliu Octavian Dumitru, Mihai Datcu, Junwei Han:
Physically Explainable CNN for SAR Image Classification. CoRR abs/2110.14144 (2021) - 2020
- [j109]Feng Xu, Cheng Hu, Jun Li, Antonio Plaza, Mihai Datcu:
Special focus on deep learning in remote sensing image processing. Sci. China Inf. Sci. 63(4) (2020) - [j108]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
CrossATNet - a novel cross-attention based framework for sketch-based image retrieval. Image Vis. Comput. 104: 104003 (2020) - [j107]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
CMIR-NET : A deep learning based model for cross-modal retrieval in remote sensing. Pattern Recognit. Lett. 131: 456-462 (2020) - [j106]Juanping Zhao, Zenghui Zhang, Wei Yao, Mihai Datcu, Huilin Xiong, Wenxian Yu:
OpenSARUrban: A Sentinel-1 SAR Image Dataset for Urban Interpretation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 187-203 (2020) - [j105]Alexandru-Cosmin Grivei, Iulia Coca Neagoe, Florin-Andrei Georgescu, Andreea Griparis, Corina Vaduva, Zoltan Bartalis, Mihai Datcu:
Multispectral Data Analysis for Semantic Assessment - A SNAP Framework for Sentinel-2 Use Case Scenarios. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 4429-4442 (2020) - [j104]Filip Rosu, Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu:
Multiaperture Focusing for Spaceborne Transmitter/Ground-Based Receiver Bistatic SAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5823-5832 (2020) - [j103]Mihai Datcu, Jacqueline Le Moigne, Sveinung Loekken, Pierre Soille, Gui-Song Xia:
Special Issue on Big Data From Space. IEEE Trans. Big Data 6(3): 427-429 (2020) - [j102]Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang:
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. IEEE Trans. Big Data 6(3): 507-521 (2020) - [c173]Filip Rosu, Andrei Anghel, Remus Cacoveanu, Mihai Datcu:
Stable Scatterer Detection in Multi-Aperture Spaceborne-TX / Ground based-RX Bistatic SAR. CENTERIS/ProjMAN/HCist 2020: 255-260 - [c172]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
A Simplified Framework for Zero-shot Cross-Modal Sketch Data Retrieval. CVPR Workshops 2020: 699-706 - [c171]Alexandru-Cosmin Grivei, Corina Vaduva, Mihai Datcu:
Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data. COMM 2020: 189-192 - [c170]Victor-Bogdan Barbulescu, Andreea Griparis, Mihai Datcu:
A Bag-of-Words framework for natural disaster evaluation on Sentinel-2 image. COMM 2020: 193-196 - [c169]Adrian Focsa, Mihai Datcu, Stefan-Adrian Toma, Andrei Anghel, Remus Cacoveanu:
Opportunistic Bistatic SAR Image Classification Using Sub-aperture Decomposition. COMM 2020: 203-207 - [c168]Wei Yao, Anastasia Moumtzidou, Corneliu Octavian Dumitru, Stelios Andreadis, Ilias Gialampoukidis, Stefanos Vrochidis, Mihai Datcu, Ioannis Kompatsiaris:
Early and Late Fusion of Multiple Modalities in Sentinel Imagery and Social Media Retrieval. ICPR Workshops (7) 2020: 591-606 - [c167]Zhongling Huang, Mihai Datcu, Zongxu Pan, Bin Lei:
A Hybrid and Explainable Deep Learning Framework for SAR Images. IGARSS 2020: 1727-1730 - [c166]Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu:
Time-Domain SAR Processor for Sentinel-1 TOPS Data. IGARSS 2020: 1913-1916 - [c165]Adrian Focsa, Andrei Anghel, Stefan-Adrian Toma, Mihai Datcu:
Synthetic Aperture Radar Focusing Based on Back-Projection and Compressive Sensing. IGARSS 2020: 2376-2379 - [c164]Andreea Griparis, Daniela Faur, Mihai Datcu:
DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets. IGARSS 2020: 2719-2722 - [c163]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:
Candela: A Cloud Platform for Copernicus Earth Observation Data Analytics. IGARSS 2020: 3104-3107 - [c162]Iulia Calota, Daniela Faur, Mihai Datcu:
DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures. IGARSS 2020: 3672-3675 - [c161]Mihai Coca, Iulia Coca Neagoe, Mihai Datcu:
Physically Meaningful Dictionaries for EO Crowdsourcing: A ML for Blockchain Architecture. IGARSS 2020: 3688-3691 - [c160]Soronzonbold Otgonbaatar, Mihai Datcu:
Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image. IGARSS 2020: 3692-3695 - [c159]Chandrabali Karmakar, Mihai Datcu:
A Fast Search System for Remote Sensing Imagery Based on Bag of Visual Words and Latent Dirichlet Allocation. IGARSS 2020: 6918-6921 - [c158]Wei Yao, Corneliu Octavian Dumitru, Jose Lorenzo, Mihai Datcu:
Data Mining on the Candela Cloud Platform. IGARSS 2020: 6945-6948 - [d1]Clément Rambour, Nicolas Audebert, Elise Colin Koeniguer, Bertrand Le Saux, Michel Crucianu, Mihai Datcu:
SEN12-FLOOD : a SAR and Multispectral Dataset for Flood Detection. IEEE DataPort, 2020 - [i12]Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu:
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning. CoRR abs/2001.01425 (2020) - [i11]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images. CoRR abs/2008.05225 (2020)
2010 – 2019
- 2019
- [j101]Yuanhao Li, Dongyang Ao, Corneliu Octavian Dumitru, Cheng Hu, Mihai Datcu:
Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs. Sci. China Inf. Sci. 62(10): 209302:1-209302:3 (2019) - [j100]Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu:
Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Min. Knowl. Discov. 33(1): 131-167 (2019) - [j99]Chi Liu, Heng-Chao Li, Kun Fu, Fan Zhang, Mihai Datcu, William J. Emery:
Bayesian estimation of generalized Gamma mixture model based on variational EM algorithm. Pattern Recognit. 87: 269-284 (2019) - [j98]Mihai-Liviu Tudose, Andrei Anghel, Remus Cacoveanu, Mihai Datcu:
Pulse Radar with Field-Programmable Gate Array Range Compression for Real Time Displacement and Vibration Monitoring. Sensors 19(1): 82 (2019) - [j97]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:
Compact Ground-Based Interferometric Synthetic Aperture Radar: Short-range structural monitoring. IEEE Signal Process. Mag. 36(4): 42-52 (2019) - [j96]Mihai Coca, Andrei Anghel, Mihai Datcu:
Unbiased Seamless SAR Image Change Detection Based on Normalized Compression Distance. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2088-2096 (2019) - [j95]Anamaria Radoi, Mihai Datcu:
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. 12(7): 2121-2134 (2019) - [j94]Andrei Anghel, Remus Cacoveanu, Adrian-Septimiu Moldovan, Björn Rommen, Mihai Datcu:
COBIS: Opportunistic C-Band Bistatic SAR Differential Interferometry. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(10): 3980-3998 (2019) - [j93]Juanping Zhao, Mihai Datcu, Zenghui Zhang, Huilin Xiong, Wenxian Yu:
Contrastive-Regulated CNN in the Complex Domain: A Method to Learn Physical Scattering Signatures From Flexible PolSAR Images. IEEE Trans. Geosci. Remote. Sens. 57(12): 10116-10135 (2019) - [c157]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:
From Copernicus Big Data to Extreme Earth Analytics. EDBT 2019: 690-693 - [c156]Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu:
Multi-Aperture Focusing in Spaceborne Transmitter-Stationary Receiver Bistatic SAR. IGARSS 2019: 1120-1123 - [c155]Madalina Ciuca, Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu:
A Radargrammetric Approach for Spaceborne Transmitter-Stationary Receiver Bistatic Sar. IGARSS 2019: 3511-3514 - [c154]Corneliu Octavian Dumitru, Gottfried Schwarz, Anna Pulak-Siwiec, Bartosz Kulawik, Jose Lorenzo, Mihai Datcu:
Earth Observation Data Mining: A Use Case for Forest Monitoring. IGARSS 2019: 5359-5362 - [c153]Alexandru-Cosmin Grivei, Corina Vaduva, Mihai Datcu:
Improved Earth Observation Data Retrieval through Hashing Algorithms. IGARSS 2019: 5909-5912 - [c152]Daniela Faur, Andreea Griparis, Adrian Stoica, Philippe Mougnaud, Mihai Datcu:
An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation. IGARSS 2019: 9518-9521 - [c151]Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu:
Can a Deep Network Understand the Land Cover Across Sensors? IGARSS 2019: 9847-9850 - [c150]Juanping Zhao, Mihai Datcu, Zenghui Zhang, Huilin Xiong, Wenxian Yu:
Learning Physical Scattering Patterns from PolSAR Images by Using Complex-Valued CNN. IGARSS 2019: 10019-10022 - [c149]Corina Vaduva, Florin-Andrei Georgescu, Andreea Griparis, Iulia Coca Neagoe, Alexandru-Cosmin Grivei, Mihai Datcu:
Exploratory search methodology for sentinel 2 data: a prospect of both visual and latent characteristics. IGARSS 2019: 10067-10070 - [i10]Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu:
CMIR-NET : A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing. CoRR abs/1904.04794 (2019) - 2018
- [j92]Corina Vaduva, Florin-Andrei Georgescu, Mihai Datcu:
Understanding Heterogeneous EO Datasets: A Framework for Semantic Representations. IEEE Access 6: 11184-11202 (2018) - [j91]Dinu Coltuc, Mihai Datcu, Daniela Coltuc:
On the Use of Normalized Compression Distances for Image Similarity Detection. Entropy 20(2): 99 (2018) - [j90]Gui-Song Xia, Mihai Datcu, Wen Yang, Xiang Bai:
Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation. Geo spatial Inf. Sci. 21(1): 1 (2018) - [j89]Reza Bahmanyar, Daniela Espinoza-Molina, Mihai Datcu:
Multisensor Earth Observation Image Classification Based on a Multimodal Latent Dirichlet Allocation Model. IEEE Geosci. Remote. Sens. Lett. 15(3): 459-463 (2018) - [j88]Dongyang Ao, Mihai Datcu, Gottfried Schwarz, Cheng Hu:
Moving Ship Velocity Estimation Using TanDEM-X Data Based on Subaperture Decomposition. IEEE Geosci. Remote. Sens. Lett. 15(10): 1560-1564 (2018) - [j87]Corina Vaduva, Cosmin Danisor, Mihai Datcu:
Joint SAR Image Time Series and PSInSAR Data Analytics: An LDA Based Approach. Remote. Sens. 10(9): 1436 (2018) - [j86]Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. Remote. Sens. 10(10): 1597 (2018) - [j85]Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Diego Reale, Mihai Datcu:
Super-Resolution Multi-Look Detection in SAR Tomography. Remote. Sens. 10(12): 1894 (2018) - [j84]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1571-1592 (2018) - [c148]Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. CVPR 2018: 3974-3983 - [c147]Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). ICPR 2018: 1-6 - [c146]Alexandru-Cosmin Grivei, Mihai Datcu:
Analysis of Bucharest'S Land Cover Evolution Over A Period Of 33 Years Using Multi-Sensor Data. IGARSS 2018: 1680-1683 - [c145]Iulia Coca Neagoe, Daniela Faur, Corina Vaduva, Mihai Datcu:
Exploratory Visual Analysis of Multispectral EO Images Based on DNN. IGARSS 2018: 2079-2082 - [c144]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Evaluation of Retrieved Categories from a Terrasar-X Benchmarking Data Set. IGARSS 2018: 2400-2403 - [c143]Andrei Anghel, Remus Cacoveanu, Mihai Datcu:
Repeat-Pass Spaceborne Transmitter-Stationary Receiver Bistatic Sar Interferometry - First Results. IGARSS 2018: 3651-3654 - [c142]Wei Yao, Mihai Datcu:
Deep Neural Networks Based Semantic Segmentation for Optical Time Series. IGARSS 2018: 4403-4406 - [c141]Mihai Coca, Andrei Anghel, Mihai Datcu:
Normalized Compression Distance for SAR Image Change Detection. IGARSS 2018: 5784-5787 - [c140]Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Mihai Datcu:
Statistical Analysis for Improvement of Double Persistent Scatterers Detection in SAR Tomography. IGARSS 2018: 6746-6749 - [c139]Anamaria Radoi, Mihai Datcu:
Bag-of-Visual Words and Error-Correcting Output Codes for Multilabel Classification of Remote Sensing Images. IGARSS 2018: 6955-6958 - [i9]Dongyang Ao, Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. CoRR abs/1807.07778 (2018) - 2017
- [j83]Radu Tanase, Reza Bahmanyar, Gottfried Schwarz, Mihai Datcu:
Discovery of Semantic Relationships in PolSAR Images Using Latent Dirichlet Allocation. IEEE Geosci. Remote. Sens. Lett. 14(2): 237-241 (2017) - [j82]Florin-Andrei Georgescu, Dan Raducanu, Mihai Datcu:
New MPEG-7 Scalable Color Descriptor Based on Polar Coordinates for Multispectral Earth Observation Image Analysis. IEEE Geosci. Remote. Sens. Lett. 14(7): 987-991 (2017) - [j81]Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu:
Multilayer Architecture for Heterogeneous Geospatial Data Analytics: Querying and Understanding EO Archives. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 791-801 (2017) - [j80]Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu:
Mining Multitemporal In Situ Heterogeneous Monitoring Information for the Assurance of Recorded Land Cover Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(3): 877-887 (2017) - [j79]Ambar Murillo Montes de Oca, Reza Bahmanyar, Nicolae Nistor, Mihai Datcu:
Earth Observation Image Semantic Bias: A Collaborative User Annotation Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2462-2477 (2017) - [j78]Andreea Griparis, Daniela Faur, Mihai Datcu:
Quantitative Evaluation of the Feature Space Transformation Methods Used for Applications of Visual Semantic Clustering of EO Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(6): 2902-2909 (2017) - [c138]Andreea Griparis, Daniela Faur, Mihai Datcu:
Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization. ACIVS 2017: 203-211 - [c137]Andreea Griparis, Florin-Andrei Georgescu, Mihai Datcu:
Visual data mining applied on earth observation datasets. IGARSS 2017: 566-569 - [c136]Andrei Anghel, Remus Cacoveanu, Mihai Datcu:
Phase sensitivity analysis of spaceborne transmitter - Stationary ground-based receiver bistatic sar interferometry with one imaging channel. IGARSS 2017: 1051-1054 - [c135]Daniela Espinoza-Molina, Reza Bahmanyar, Ricardo Díaz-Delgado, Javier Bustamante, Mihai Datcu:
Land-cover change detection using local feature descriptors extracted from spectral indices. IGARSS 2017: 1938-1941 - [c134]Adrian Focsa, Stefan Adrian Toma, Mihai Datcu:
Maximum entropy image reconstruction applied to C-band ground based synthetic aperture radar. IGARSS 2017: 3437-3440 - [c133]Ovidiu-Marius Moaca, Andrei Anghel, Mihai Datcu:
Investigation of displacement measurements performed with a ground-based fixed receiver bistatic SAR simulator. IGARSS 2017: 3814-3817 - [c132]Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Mihai Datcu, Uwe Stilla:
Semantic segmentation of aerial images with explicit class-boundary modeling. IGARSS 2017: 5165-5168 - [c131]Cosmin Danisor, Gianfranco Fornaro, Mihai Datcu:
Non-Linear least squares algorithm for detection of simple and double persistent scatterers. IGARSS 2017: 6020-6023 - [c130]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Image representation alternatives for the analysis of satellite image time series. MultiTemp 2017: 1-4 - [c129]Daniela Espinoza-Molina, Reza Bahmanyar, Mihai Datcu, Ricardo Díaz-Delgado, Javier Bustamante:
Land-cover evolution class analysis in Image Time Series of Landsat and Sentinel-2 based on Latent Dirichlet Allocation. MultiTemp 2017: 1-4 - [c128]Alexandru-Cosmin Grivei, Anamaria Radoi, Mihai Datcu:
Land cover change detection in Satellite Image Time Series using an active learning method. MultiTemp 2017: 1-4 - [c127]Corina Vaduva, Cosmin Danisor, Mihai Datcu:
Temporal analysis of SAR imagery for permanent and evolving Earth land cover behavior assessment. MultiTemp 2017: 1-4 - [i8]Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang:
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. CoRR abs/1707.07321 (2017) - [i7]Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla:
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data. CoRR abs/1711.02010 (2017) - [i6]Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang:
DOTA: A Large-scale Dataset for Object Detection in Aerial Images. CoRR abs/1711.10398 (2017) - 2016
- [j77]Mohammadreza Babaee, Stefanos Tsoukalas, Maryam Babaee, Gerhard Rigoll, Mihai Datcu:
Discriminative Nonnegative Matrix Factorization for dimensionality reduction. Neurocomputing 173: 212-223 (2016) - [j76]Mohammadreza Babaee, Stefanos Tsoukalas, Gerhard Rigoll, Mihai Datcu:
Immersive visualization of visual data using nonnegative matrix factorization. Neurocomputing 173: 245-255 (2016) - [j75]Dimitrios Marmanis, Mihai Datcu, Thomas Esch, Uwe Stilla:
Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks. IEEE Geosci. Remote. Sens. Lett. 13(1): 105-109 (2016) - [j74]Florin-Andrei Georgescu, Corina Vaduva, Dan Raducanu, Mihai Datcu:
Feature Extraction for Patch-Based Classification of Multispectral Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. 13(6): 865-869 (2016) - [j73]Daniela Espinoza-Molina, Mihai Datcu:
The Earth-Observation Epitome: A New Interactive Value-Added Product. IEEE Geosci. Remote. Sens. Lett. 13(10): 1438-1442 (2016) - [j72]Andreea Griparis, Daniela Faur, Mihai Datcu:
Dimensionality Reduction for Visual Data Mining of Earth Observation Archives. IEEE Geosci. Remote. Sens. Lett. 13(11): 1701-1705 (2016) - [j71]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
A Benchmark Evaluation of Similarity Measures for Multitemporal SAR Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(3): 1101-1118 (2016) - [j70]Wei Yao, Corneliu Octavian Dumitru, Otmar Loffeld, Mihai Datcu:
Semi-supervised Hierarchical Clustering for Semantic SAR Image Annotation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(5): 1993-2008 (2016) - [j69]Corneliu Octavian Dumitru, Gottfried Schwarz, Mihai Datcu:
Land Cover Semantic Annotation Derived from High-Resolution SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2215-2232 (2016) - [j68]Wei Yao, Otmar Loffeld, Mihai Datcu:
Application and Evaluation of a Hierarchical Patch Clustering Method for Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(6): 2279-2289 (2016) - [j67]Mohammadreza Babaee, Xuejie Yu, Gerhard Rigoll, Mihai Datcu:
Immersive Interactive SAR Image Representation Using Non-negative Matrix Factorization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 2844-2853 (2016) - [c126]Alexandru-Cosmin Grivei, Anamaria Radoi, Corina Vaduva, Mihai Datcu:
An Active-Learning approach to the query by example retrieval in remote sensing images. COMM 2016: 377-380 - [c125]Andreea Griparis, Daniela Faur, Mihai Datcu:
A dimensionality reduction approach to support visual data mining: Co-ranking-based evaluation. COMM 2016: 391-394 - [c124]Nazli Deniz Cagatay, Mihai Datcu:
Multi-scale feature extraction approaches for classification of insar and phase gradient insar images. ICIP 2016: 1359-1363 - [c123]Cosmin Danisor, Gianfranco Fornaro, Mihai Datcu:
Applications of SAR Tomography on Persistent Scatterers detection, based on Beam-Forming filtering. IGARSS 2016: 1428-1431 - [c122]Andrei Anghel, Remus Cacoveanu, Adrian-Septimiu Moldovan, Anca Andreea Popescu, Mihai Datcu, Florin Serban:
Simplified bistatic SAR imaging with a fixed receiver and TerraSAR-X as transmitter of opportunity - first results. IGARSS 2016: 2094-2097 - [c121]Andreea Griparis, Daniela Faur, Mihai Datcu:
A dimensionality reduction approach for the visualization of the cluster space: A trustworthiness evaluation. IGARSS 2016: 2917-2920 - [c120]Corina Vaduva, Florin-Andrei Georgescu, Mihai Datcu:
Compound and configurable framework for exploratory earth observation data analysis. IGARSS 2016: 5492-5495 - [c119]Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu:
Visual data mining for feature space exploration using in-situ data. IGARSS 2016: 5905-5908 - [c118]Ovidiu-Marius Moaca, Anca Andreea Popescu, Andrei Anghel, Mihai Datcu:
A bistatic SAR simulator for ground-based fixed-receiver geometry. IGARSS 2016: 6098-6101 - [c117]Radu Tanase, Mihai Datcu, Dan Raducanu:
A convolutional deep belief network for polarimetric SAR data feature extraction. IGARSS 2016: 7545-7548 - [c116]Corneliu Octavian Dumitru, Gottfried Schwarz, Shiyong Cui, Mihai Datcu:
Improved image classification by proper patch size selection: TerraSAR-X vs. Sentinel-1A. IWSSIP 2016: 1-4 - [i5]Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla:
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection. CoRR abs/1612.01337 (2016) - 2015
- [j66]Nazli Deniz Cagatay, Mihai Datcu:
FrFT-Based Scene Classification of Phase-Gradient InSAR Images and Effective Baseline Dependence. IEEE Geosci. Remote. Sens. Lett. 12(5): 1131-1135 (2015) - [j65]Anamaria Radoi, Mihai Datcu:
Automatic Change Analysis in Satellite Images Using Binary Descriptors and Lloyd-Max Quantization. IEEE Geosci. Remote. Sens. Lett. 12(6): 1223-1227 (2015) - [j64]Reza Bahmanyar, Shiyong Cui, Mihai Datcu:
A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches. IEEE Geosci. Remote. Sens. Lett. 12(6): 1357-1361 (2015) - [j63]Reza Bahmanyar, Ambar Murillo Montes de Oca, Mihai Datcu:
The Semantic Gap: An Exploration of User and Computer Perspectives in Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. 12(10): 2046-2050 (2015) - [j62]Corneliu Octavian Dumitru, Shiyong Cui, Daniela Faur, Mihai Datcu:
Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(1): 114-129 (2015) - [j61]Corneliu Octavian Dumitru, Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Information Content of Very-High-Resolution SAR Images: Semantics, Geospatial Context, and Ontologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1635-1650 (2015) - [j60]Daniela Espinoza-Molina, Charalampos Nikolaou, Corneliu Octavian Dumitru, Konstantina Bereta, Manolis Koubarakis, Gottfried Schwarz, Mihai Datcu:
Very-High-Resolution SAR Images and Linked Open Data Analytics Based on Ontologies. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(4): 1696-1708 (2015) - [j59]Kevin Alonso, Mihai Datcu:
Accelerated Probabilistic Learning Concept for Mining Heterogeneous Earth Observation Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3356-3371 (2015) - [j58]Mohammadreza Babaee, Stefanos Tsoukalas, Gerhard Rigoll, Mihai Datcu:
Visualization-Based Active Learning for the Annotation of SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(10): 4687-4698 (2015) - [j57]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Remote Sensing Image Classification: No Features, No Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(11): 5158-5170 (2015) - [c115]Corina Vaduva, Florin-Andrei Georgescu, Mihai Datcu:
Dictionary-Based Compact Data Representation for Very High Resolution Earth Observation Image Classification. ACIVS 2015: 816-825 - [c114]Bogdan-Florin Florea, Ovidiu Grigore, Mihai Datcu:
Pheromone averaging exploration algorithm. ICAR 2015: 617-622 - [c113]Nazli Deniz Cagatay, Mihai Datcu:
Classification of interferometric SAR images based on parametric modeling in the fractional fourier transform domain. ICIP 2015: 1364-1368 - [c112]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Image classification: No features, no clustering. ICIP 2015: 1960-1964 - [c111]Radu Tanase, Corina Vaduva, Mihai Datcu, Dan Raducanu:
A validation of ICA decomposition for PolSAR images by using measures of normalized compression distance. ICIP 2015: 2369-2373 - [c110]Mihai-Alexandru Petrovici, Daniela Coltuc, Mihai Datcu, Tiberius Vasile:
Rate-distortion performance of compressive sensing in single pixel camera. ICIT 2015: 1747-1751 - [c109]Mihaela Stan, Anca Andreea Popescu, Mihai Datcu, Dan Alexandru Stoichescu:
An assessment of feature extraction methods for SENTINEL-1 images on urban areas. IGARSS 2015: 369-372 - [c108]Mohammadreza Babaee, Xuejie Yu, Daniel Merget, Amir Babaeian, Gerhard Rigoll, Mihai Datcu:
Interactive feature learning from SAR image patches. IGARSS 2015: 541-544 - [c107]Andreea Griparis, Daniela Faur, Mihai Datcu:
Feature space dimensionality reduction for the optimization of visualization methods. IGARSS 2015: 1120-1123 - [c106]Radu Tanase, Anamaria Radoi, Mihai Datcu, Dan Raducanu:
Polarimetric SAR data feature selection using measures of mutual information. IGARSS 2015: 1140-1143 - [c105]Niko Lukac, Borut Zalik, Shiyong Cui, Mihai Datcu:
GPU-based kernelized locality-sensitive hashing for satellite image retrieval. IGARSS 2015: 1468-1471 - [c104]Kevin Alonso, Daniela Espinoza-Molina, Mihai Datcu:
LUCAS Visual Browser: A tool for land cover visual analytics. IGARSS 2015: 1484-1487 - [c103]Wei Yao, Otmar Loffeld, Mihai Datcu:
A hierarchical patch clustering method for high-resolution TerraSAR-X images. IGARSS 2015: 2370-2373 - [c102]Shiyong Cui, Mihai Datcu:
Comparison of Kullback-Leibler divergence approximation methods between Gaussian mixture models for satellite image retrieval. IGARSS 2015: 3719-3722 - [c101]Anamaria Radoi, Radu Tanase, Mihai Datcu:
Semantic interpretation of multi-level change detection in multi-temporal satellite images. IGARSS 2015: 4157-4160 - [c100]Shiyong Cui, Mihai Datcu:
A comparison of Bag-of-Words method and normalized compression distance for satellite image retrieval. IGARSS 2015: 4392-4395 - [c99]Corneliu Octavian Dumitru, Shiyong Cui, Mihai Datcu:
A study of multi-sensor satellite image indexing. JURSE 2015: 1-4 - [c98]Daniela Faur, Mihai Datcu:
A rapid mapping approach to quantify damages caused by the 2003 bam earthquake using high resolution multitemporal optical images. MultiTemp 2015: 1-4 - [c97]Anamaria Radoi, Mihai Datcu:
Spatio-temporal characterization in satellite image time series. MultiTemp 2015: 1-4 - [c96]Daniela Espinoza-Molina, Kevin Alonso, Mihai Datcu:
Visual analytics for semantic queries of TerraSAR-X image content. SAR 2015: 96420E - 2014
- [j56]Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
A Comparative Study of Statistical Models for Multilook SAR Images. IEEE Geosci. Remote. Sens. Lett. 11(10): 1752-1756 (2014) - [j55]Daniele Cerra, Mihai Datcu, Peter Reinartz:
Authorship analysis based on data compression. Pattern Recognit. Lett. 42: 79-84 (2014) - [j54]Pierre Blanchart, Marin Ferecatu, Shiyong Cui, Mihai Datcu:
Pattern Retrieval in Large Image Databases Using Multiscale Coarse-to-Fine Cascaded Active Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1127-1141 (2014) - [j53]Dusan Gleich, Mihai Datcu:
Despeckling and Information Extraction From SLC SAR Images. IEEE Trans. Geosci. Remote. Sens. 52(8): 4633-4649 (2014) - [c95]Mohammadreza Babaee, Gerhard Rigoll, Reza Bahmanyar, Mihai Datcu:
Locally Linear Salient Coding for image classification. CBMI 2014: 1-4 - [c94]Reza Bahmanyar, Mihai Datcu, Gerhard Rigoll:
Comparing the information extracted by feature descriptors from EO images using Huffman coding. CBMI 2014: 1-6 - [c93]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:
Big, Linked and Open Data: Applications in the German Aerospace Center. ESWC (Satellite Events) 2014: 444-449 - [c92]Teodor Costachioiu, Rodica Constantinescu, Mihai Datcu:
Multitemporal Satellite Image Time Series analysis of urban development in Bucharest and Ilfov areas. COMM 2014: 1-4 - [c91]Carmen Patrascu, Daniela Faur, Anca Andreea Popescu, Mihai Datcu:
Class evolution data analytics from sar image time series using information theory measures. ICIP 2014: 91-95 - [c90]Mohammadreza Babaee, Reza Bahmanyar, Gerhard Rigoll, Mihai Datcu:
Farness preserving Non-negative matrix factorization. ICIP 2014: 3023-3027 - [c89]Nazli Deniz Cagatay, Mihai Datcu:
Scene recognition based on phase gradient InSAR images. ICIP 2014: 5162-5166 - [c88]Corina Vaduva, Mihai Datcu:
A new comprehensive approach for earth observation scene classification using joint image and text analysis. IGARSS 2014: 1658-1661 - [c87]Corneliu Octavian Dumitru, Shiyong Cui, Mihai Datcu:
Quantitative flood assessment: Case study of floods in Germany. IGARSS 2014: 3506-3509 - [c86]Kevin Alonso, Mihai Datcu:
Knowledge-driven image mining system for Big Earth Observation data fusion: GIS maps inclusion in active learning stage. IGARSS 2014: 3538-3541 - [c85]Jagmal Singh, Daniela Espinoza-Molina, Gottfried Schwarz, Mihai Datcu:
On the statistical similarity of synthetic aperture radar images from COSMO-SKYMED and TerraSAR-X. IGARSS 2014: 4726-4729 - [i4]Daniele Cerra, Mihai Datcu, Peter Reinartz:
Authorship Analysis based on Data Compression. CoRR abs/1402.3405 (2014) - 2013
- [j52]Daniele Cerra, Mihai Datcu:
Expanding the Algorithmic Information Theory Frame for Applications to Earth Observation. Entropy 15(1): 407-415 (2013) - [j51]Shiyong Cui, Corneliu Octavian Dumitru, Mihai Datcu:
Ratio-Detector-Based Feature Extraction for Very High Resolution SAR Image Patch Indexing. IEEE Geosci. Remote. Sens. Lett. 10(5): 1175-1179 (2013) - [j50]Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Further results on dissimilarity spaces for hyperspectral images RF-CBIR. Pattern Recognit. Lett. 34(14): 1659-1668 (2013) - [j49]Corina Vaduva, Teodor Costachioiu, Carmen Patrascu, Inge Gavat, Vasile Lazarescu, Mihai Datcu:
A Latent Analysis of Earth Surface Dynamic Evolution Using Change Map Time Series. IEEE Trans. Geosci. Remote. Sens. 51(4-1): 2105-2118 (2013) - [j48]Corina Vaduva, Inge Gavat, Mihai Datcu:
Latent Dirichlet Allocation for Spatial Analysis of Satellite Images. IEEE Trans. Geosci. Remote. Sens. 51(5-1): 2770-2786 (2013) - [j47]Corneliu Octavian Dumitru, Mihai Datcu:
Information Content of Very High Resolution SAR Images: Study of Feature Extraction and Imaging Parameters. IEEE Trans. Geosci. Remote. Sens. 51(8): 4591-4610 (2013) - [j46]Daniela Espinoza-Molina, Mihai Datcu:
Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata. IEEE Trans. Geosci. Remote. Sens. 51(11): 5145-5159 (2013) - [j45]Jagmal Singh, Mihai Datcu:
SAR Image Categorization With Log Cumulants of the Fractional Fourier Transform Coefficients. IEEE Trans. Geosci. Remote. Sens. 51(12): 5273-5282 (2013) - [c84]Mohammadreza Babaee, Gerhard Rigoll, Mihai Datcu:
Immersive Interactive Information Mining with Application to Earth Observation Data Retrieval. CD-ARES 2013: 376-386 - [c83]Mohammadreza Babaee, Mihai Datcu, Gerhard Rigoll:
Assessment of dimensionality reduction based on communication channel model; application to immersive information visualization. IEEE BigData 2013: 1-6 - [c82]Jagmal Singh, Mihai Datcu:
Parametric modeling of the fractional Fourier transform coefficients for complex-valued SAR image categorization. ICIP 2013: 2882-2886 - [c81]Reza Bahmanyar, Mihai Datcu:
Measuring the semantic gap based on a communication channel model. ICIP 2013: 4377-4381 - [c80]Daniela Espinoza-Molina, Mihai Datcu:
Architecture concept for Earth Observation data mining system. IGARSS 2013: 1729-1732 - [c79]Corneliu Octavian Dumitru, Mihai Datcu:
How many categories are in very high resolution SAR images? IGARSS 2013: 4257-4260 - [c78]Gottfried Schwarz, Mihai Datcu:
Preperation of scenarios for the performance optimization of a content-based remote sensing image mining system. IGARSS 2013: 4352-4355 - [c77]Gottfried Schwarz, Mihai Datcu:
The impact of rain, frost, seasonal cycle, and wind on sequences of high resolution urban SAR images. IGARSS 2013: 4367-4370 - [c76]Nazli Deniz Cagatay, Mihai Datcu:
2D phase unwrapping using Markov random field based phase locked loops. SAR 2013: 889107 - [c75]Milena Ivanova, Yagiz Kargin, Martin L. Kersten, Stefan Manegold, Ying Zhang, Mihai Datcu, Daniela Espinoza-Molina:
Data vaults: a database welcome to scientific file repositories. SSDBM 2013: 48:1-48:4 - [c74]Teodor Costachioiu, Rodica Constantinescu, Vasile Lazarescu, Mihai Datcu:
Semantic analysis of EO-1 hyperion hyperspectral data. WHISPERS 2013: 1-4 - [i3]Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Further results on dissimilarity spaces for hyperspectral images RF-CBIR. CoRR abs/1307.1289 (2013) - 2012
- [j44]Daniele Cerra, Mihai Datcu:
A fast compression-based similarity measure with applications to content-based image retrieval. J. Vis. Commun. Image Represent. 23(2): 293-302 (2012) - [j43]Anca Andreea Popescu, Inge Gavat, Mihai Datcu:
Contextual Descriptors for Scene Classes in Very High Resolution SAR Images. IEEE Geosci. Remote. Sens. Lett. 9(1): 80-84 (2012) - [j42]Jagmal Singh, Mihai Datcu:
SAR Target Analysis Based on Multiple-Sublook Decomposition: A Visual Exploration Approach. IEEE Geosci. Remote. Sens. Lett. 9(2): 247-251 (2012) - [j41]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:
TELEIOS: A Database-Powered Virtual Earth Observatory. Proc. VLDB Endow. 5(12): 2010-2013 (2012) - [j40]Dragos Bratasanu, Ion Nedelcu, Mihai Datcu:
Interactive Spectral Band Discovery for Exploratory Visual Analysis of Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(1): 207-224 (2012) - [j39]Shiyong Cui, Mihai Datcu:
Statistical Wavelet Subband Modeling for Multi-Temporal SAR Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(4): 1095-1109 (2012) - [j38]Daniela Espinoza-Molina, Dusan Gleich, Mihai Datcu:
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. 50(5-2): 2001-2025 (2012) - [c73]Leoaor Lostacnioiu, Koaica Lonstantinescu, Basnar AlZenk, Mihai Datcu:
Semantic analysis of satellite image time series. EUSIPCO 2012: 2492-2495 - [c72]Anca Andreea Popescu, Corina Vaduva, Daniela Faur, Inge Gavat, Mihai Datcu:
A remote sensing image processing framework for damage assessment in a forest fire scenario. EUSIPCO 2012: 2496-2500 - [c71]Corina Vaduva, Inge Gavat, Mihai Datcu:
Deep learning in very high resolution remote sensing image information mining communication concept. EUSIPCO 2012: 2506-2510 - [c70]Jagmal Singh, Shiyong Cui, Mihai Datcu, Dusan Gleich:
A survey of density estimation for sar images. EUSIPCO 2012: 2526-2530 - [c69]Jagmal Singh, Mihai Datcu:
Use of the second-kind statistics for VHR SAR image retrieval. COMM 2012: 367-370 - [c68]Anca Andreea Popescu, Inge Gavat, Mihai Datcu:
A high resolution SAR image spectral analysis framework for multiple class image mining in urban areas. COMM 2012: 379-382 - [c67]Miguel Angel Veganzones, Mihai Datcu, Manuel Graña:
Dictionary based Hyperspectral Image Retrieval. ICPRAM (1) 2012: 426-432 - [c66]Gottfried Schwarz, Mihai Datcu:
Identification and characterization of railway trains in high resolution TerraSAR-X images. IGARSS 2012: 1793-1796 - [c65]Shiyong Cui, Mihai Datcu, Pierre Blanchart:
Cascade active learning for SAR image annotation. IGARSS 2012: 2000-2003 - [c64]Corneliu Octavian Dumitru, Mihai Datcu:
Study and assessment of selected primitive features behaviour for SAR image description. IGARSS 2012: 3596-3599 - [c63]Jagmal Singh, Mihai Datcu:
Automated interpretation of very-high resolution SAR images. IGARSS 2012: 3724-3727 - [c62]Carmen Patrascu, Anca Andreea Popescu, Mihai Datcu:
SBAS and PS measurement fusion for enhancing displacement measurements. IGARSS 2012: 3947-3950 - [c61]Radu Radescu, Andreea Honciuc, Mihai Datcu:
Optimized lossless compression of remote sensing image files using splay trees. IGARSS 2012: 4399-4402 - [c60]Teodor Costachioiu, Iulian Nita, Vasile Lazarescu, Mihai Datcu:
A semantic framework for data retrieval in large remote sensing databases. IGARSS 2012: 5285-5288 - [c59]Daniela Espinoza-Molina, Marco Quartulli, Mihai Datcu:
Query by example in Earth-Observation image archive using data compression-based approach. IGARSS 2012: 6035-6038 - [c58]Jayashree Chadalawada, Daniela Espinoza-Molina, Mihai Datcu:
Assessment of Earth Observation data content based on data compression - application to settlements understanding. IGARSS 2012: 6130-6133 - [c57]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:
Building Virtual Earth Observatories Using Ontologies, Linked Geospatial Data and Knowledge Discovery Algorithms. OTM Conferences (2) 2012: 932-949 - [c56]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:
Building Virtual Earth Observatories Using Ontologies and Linked Geospatial Data. RR 2012: 229-233 - [i2]Daniele Cerra, Mihai Datcu:
A fast compression-based similarity measure with applications to content-based image retrieval. CoRR abs/1210.0758 (2012) - 2011
- [j37]Daniele Cerra, Mihai Datcu:
Algorithmic Relative Complexity. Entropy 13(4): 902-914 (2011) - [j36]Dragos Bratasanu, Ion Nedelcu, Mihai Datcu:
Bridging the Semantic Gap for Satellite Image Annotation and Automatic Mapping Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 193-204 (2011) - [c55]Pierre Blanchart, Marin Ferecatu, Mihai Datcu:
Active learning using the data distribution for interactive image classification and retrieval. CIDM 2011: 7-14 - [c54]Pierre Blanchart, Marin Ferecatu, Mihai Datcu:
Cascaded active learning for object retrieval using multiscale coarse to fine analysis. ICIP 2011: 2793-2796 - [c53]Avid Roman-Gonzalez, Mihai Datcu:
Satellite image artifacts detection based on complexity distortion theory. IGARSS 2011: 1437-1440 - [c52]Pierre Blanchart, Marin Ferecatu, Mihai Datcu:
Mining large satellite image repositories using semi-supervised methods. IGARSS 2011: 1585-1588 - [c51]Anca Andreea Popescu, Inge Gavat, Mihai Datcu:
Scene class recognition using high resolution SAR/InSAR spectral decomposition methods. IGARSS 2011: 2704-2707 - [c50]Shiyong Cui, Mihai Datcu, Lionel Gueguen:
Information theoretical similarity measure for change detection. JURSE 2011: 69-72 - 2010
- [j35]Daniele Cerra, Alexandre Mallet, Lionel Gueguen, Mihai Datcu:
Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment. IEEE Geosci. Remote. Sens. Lett. 7(1): 8-12 (2010) - [j34]Inés María Gómez Muñoz, Mihai Datcu:
System Design Considerations for Image Information Mining in Large Archives. IEEE Geosci. Remote. Sens. Lett. 7(1): 13-17 (2010) - [j33]Marie Liénou, Henri Maître, Mihai Datcu:
Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation. IEEE Geosci. Remote. Sens. Lett. 7(1): 28-32 (2010) - [j32]Matteo Soccorsi, Dusan Gleich, Mihai Datcu:
Huber-Markov Model for Complex SAR Image Restoration. IEEE Geosci. Remote. Sens. Lett. 7(1): 63-67 (2010) - [j31]Dusan Gleich, Matej Kseneman, Mihai Datcu:
Despeckling of TerraSAR-X Data Using Second-Generation Wavelets. IEEE Geosci. Remote. Sens. Lett. 7(1): 68-72 (2010) - [j30]Daniela Espinoza-Molina, Dusan Gleich, Mihai Datcu:
Gibbs Random Field Models for Model-Based Despeckling of SAR Images. IEEE Geosci. Remote. Sens. Lett. 7(1): 73-77 (2010) - [j29]Houda Chaabouni-Chouayakh, Mihai Datcu:
Coarse-to-Fine Approach for Urban Area Interpretation Using TerraSAR-X Data. IEEE Geosci. Remote. Sens. Lett. 7(1): 78-82 (2010) - [j28]Payam Birjandi, Mihai Datcu:
Multiscale and Dimensionality Behavior of ICA Components for Satellite Image Indexing. IEEE Geosci. Remote. Sens. Lett. 7(1): 103-107 (2010) - [j27]Pierre Blanchart, Mihai Datcu:
A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3(4-2): 698-717 (2010) - [j26]Houda Chaabouni-Chouayakh, Mihai Datcu:
Backscattering and Statistical Information Fusion for Urban Area Mapping Using TerraSAR-X Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 3(4-2): 718-730 (2010) - [c49]Daniele Cerra, Mihai Datcu:
A Similarity Measure Using Smallest Context-Free Grammars. DCC 2010: 346-355 - [c48]Dragos Bratasanu, Ion Nedelcu, Mihai Datcu:
Automatic Feature Selection for Operational Scenarios of Satellite Image Understanding using Measures of Mutual Information. SSW 2010: 109-117 - [c47]Mihai Datcu, Gottfried Schwarz:
Image information mining methods for exploring and understanding high resolution images. IGARSS 2010: 33-35 - [c46]Jagmal Singh, Matteo Soccorsi, Mihai Datcu:
SAR complex image analysis: A Gauss Markov and a multiple sub-aperture based target characterization. IGARSS 2010: 1585-1588 - [c45]Anca Andreea Popescu, Mihai Costache, Jagmal Singh, Mihai Datcu, Gottfried Schwarz:
Generic object recognition in high resolution SAR images. IGARSS 2010: 1629-1632 - [c44]Lionel Gueguen, Shiyong Cui, Gottfried Schwarz, Mihai Datcu:
Multitemporal analysis of multisensor data: Information theoretical approaches. IGARSS 2010: 2559-2562 - [c43]Mihai Datcu, Daniela Espinoza-Molina, Amaia de Miguel, Gottfried Schwarz:
Texture estimation in sar images: The impact of scale and model order. IGARSS 2010: 2844-2847 - [c42]Daniela Espinoza-Molina, Mihai Datcu:
Impact of model order and estimation window for indexing TerraSAR-X images using Gauss Markov random fields. SAR 2010: 782907
2000 – 2009
- 2009
- [j25]Daniela Faur, Inge Gavat, Mihai Datcu:
Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure. IEEE Geosci. Remote. Sens. Lett. 6(4): 855-859 (2009) - [j24]Dusan Gleich, Mihai Datcu:
Wavelet-Based SAR Image Despeckling and Information Extraction, Using Particle Filter. IEEE Trans. Image Process. 18(10): 2167-2184 (2009) - [c41]Daniele Cerra, Mihai Datcu:
Algorithmic Cross-Complexity and Relative Complexity. DCC 2009: 342-351 - [c40]Jagmal Singh, Matteo Soccorsi, Mihai Datcu:
Parametric Versus Non-parametric Complex Image Analysis. IGARSS (3) 2009: 9-12 - [c39]Fernando Rodríguez González, Mihai Datcu:
Bayesian Restoration of Interferometric Phase through Biased Anisotropic Diffusion. IGARSS (5) 2009: 17-20 - [c38]Daniele Cerra, Martin Israel, Mihai Datcu:
Parameter-free Clustering: Application to Fawns Detection. IGARSS (3) 2009: 467-469 - [c37]Fernando Rodríguez González, Mihai Datcu:
Enhancing Complex Interferograms by Anisotropic Diffusion. IGARSS (4) 2009: 546-549 - [c36]Gottfried Schwarz, Matteo Soccorsi, Houda Chaabouni, Daniela Espinoza-Molina, Daniele Cerra, Fernando Rodríguez González, Mihai Datcu:
Automated Information Extraction from High Resolution SAR Images: TerraSAR-X Interpretation Applications. IGARSS (4) 2009: 677-680 - [c35]Pierre Blanchart, Mihai Datcu:
Semi-supervised Learning and Discovery of unkown Structures among Data: Application to Satellite Image Annotation. IGARSS (3) 2009: 777-780 - 2008
- [j23]Alexandre Mallet, Mihai Datcu:
Rate Distortion Based Detection of Artifacts in Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. 5(3): 354-358 (2008) - [j22]Lionel Gueguen, Mihai Datcu:
A Similarity Metric for Retrieval of Compressed Objects: Application for Mining Satellite Image Time Series. IEEE Trans. Knowl. Data Eng. 20(4): 562-575 (2008) - [c34]Corina Vaduva, Daniela Faur, Anca Andreea Popescu, Inge Gavat, Mihai Datcu:
Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications. ACIVS 2008: 808-817 - [c33]Daniele Cerra, Mihai Datcu:
A Model Conditioned Data Compression Based Similarity Measure. DCC 2008: 509 - [c32]Alexandre Mallet, Lionel Gueguen, Mihai Datcu:
Complexity Based Image Artifact Detection. DCC 2008: 534 - [c31]Mihai Datcu, Daniele Cerra, Houda Chaabouni, Amaia de Miguel, Daniela Espinoza-Molina, Gottfried Schwarz, Matteo Soccorsi:
Automated Information Extraction from TerraSAR-X Data: The Content Map. IGARSS (1) 2008: 82-85 - [c30]Gottfried Schwarz, Daniela Espinoza-Molina, Helko Breit, Mihai Datcu:
Optimized Multilooking for Robust SAR Image Indexing. IGARSS (1) 2008: 86-89 - [c29]Matteo Soccorsi, Mihai Datcu, Dusan Gleich:
TerraSAR-X: Complex Image Inversion for Feature Extraction. IGARSS (3) 2008: 99-102 - [c28]Houda Chaabouni, Mihai Datcu:
Geometrical and Topological Urban Areas Characterization using TerraSAR-X Data. IGARSS (4) 2008: 157-160 - [c27]Daniele Cerra, Mihai Datcu:
Image Classification and Indexing Using Data Compression Based Techniques. IGARSS (1) 2008: 237-240 - [c26]Alexandre Mallet, Mihai Datcu:
Model Free Earth Observation Image Artifact Detection. IGARSS (4) 2008: 549-552 - 2007
- [j21]Mihai Datcu, Sergio d'Elia, Roger L. King, Lorenzo Bruzzone:
Introduction to the Special Section on Image Information Mining for Earth Observation Data. IEEE Trans. Geosci. Remote. Sens. 45(4): 795-798 (2007) - [j20]Lionel Gueguen, Mihai Datcu:
Image Time-Series Data Mining Based on the Information-Bottleneck Principle. IEEE Trans. Geosci. Remote. Sens. 45(4): 827-838 (2007) - [j19]Dusan Gleich, Mihai Datcu:
Wavelet-Based Despeckling of SAR Images Using Gauss-Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 45(12-2): 4127-4143 (2007) - [c25]Lionel Gueguen, Mihai Datcu:
The Model based Similarity Metric. DCC 2007: 382 - [c24]Inés María Gómez Muñoz, Mihai Datcu:
A Bayesian multi-class image content retrieval. IGARSS 2007: 326-329 - [c23]Amaia de Miguel, Gottfried Schwarz, Mihai Datcu, Andrea Colapicchioni:
Knowledge centred Earth Observation: Feature Extraction. IGARSS 2007: 417-420 - [c22]Matteo Soccorsi, Mihai Datcu:
Stochastic models of SLC HR SAR images. IGARSS 2007: 3887-3890 - [c21]Houda Chaabouni-Chouayakh, Mihai Datcu:
Linear versus non-linear analysis of relevant scatterers in high resolution SAR images. IGARSS 2007: 3895-3898 - [c20]Mihai Costache, Mihai Datcu:
Learning - unlearning for mining high resolution EO images. IGARSS 2007: 4761-4764 - [i1]Patrick Héas, Mihai Datcu:
Supervised learning on graphs of spatio-temporal similarity in satellite image sequences. CoRR abs/0709.3013 (2007) - 2006
- [j18]Dusan Gleich, Mihai Datcu:
Gauss-Markov Model for Wavelet-Based SAR Image Despeckling. IEEE Signal Process. Lett. 13(6): 365-368 (2006) - [c19]Mihai Costache, Henri Maître, Mihai Datcu:
Categorization based Relevance Feedback Search Engine for Earth Observation Images Repositories. IGARSS 2006: 13-16 - 2005
- [j17]Herbert Daschiel, Mihai Datcu:
Image Information Mining System Evaluation Using Information-Theoretic Measures. EURASIP J. Adv. Signal Process. 2005(14): 2153-2163 (2005) - [j16]Herbert Daschiel, Mihai Datcu:
Information mining in remote sensing image archives: system evaluation. IEEE Trans. Geosci. Remote. Sens. 43(1): 188-199 (2005) - [j15]Mihai Datcu, Klaus Seidel:
Human-centered concepts for exploration and understanding of Earth observation images. IEEE Trans. Geosci. Remote. Sens. 43(3): 601-609 (2005) - [j14]Patrick Héas, Mihai Datcu:
Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning. IEEE Trans. Geosci. Remote. Sens. 43(7): 1635-1647 (2005) - [j13]Cyrille Maire, Mihai Datcu:
Earth observation image and DEM information aggregation for realistic 3-D visualization of natural landscapes. IEEE Trans. Geosci. Remote. Sens. 43(11): 2676-2683 (2005) - [j12]Herbert Daschiel, Mihai Datcu:
Design and evaluation of human-machine communication for image information mining. IEEE Trans. Multim. 7(6): 1036-1046 (2005) - [c18]Claudia Iancu, Inge Gavat, Mihai Datcu:
Image Disorder Characterization Based on Rate Distortion. CAEPIA 2005: 261-268 - [c17]Daniela Faur, Inge Gavat, Mihai Datcu:
Mutual Information Based Measure for Image Content Characterization. CAEPIA 2005: 342-349 - [c16]Cyrille Maire, Mihai Datcu:
Object and topology extraction from remote sensing images. ICIP (2) 2005: 193-196 - [c15]Dusan Gleich, Mihai Datcu, Zarko Cucej:
Model based SAR data compression. IGARSS 2005: 4 - 2004
- [j11]Marco Quartulli, Mihai Datcu:
Stochastic geometrical modeling for built-up area understanding from a single SAR intensity image with meter resolution. IEEE Trans. Geosci. Remote. Sens. 42(9): 1996-2003 (2004) - [c14]Mariana Ciucu, Mihai Datcu:
Information theoretical approach for domain ontology exploration in large EO image archives. IGARSS 2004: 54 - [c13]Patrick Héas, Philippe Marthon, Mihai Datcu, Alain Giros:
Image time-series mining. IGARSS 2004: 2420-2423 - 2003
- [j10]Marco Quartulli, Mihai Datcu:
Information fusion for scene understanding from interferometric SAR data in urban environments. IEEE Trans. Geosci. Remote. Sens. 41(9): 1976-1985 (2003) - [j9]Mihai Datcu, Herbert Daschiel, Andrea Pelizzari, Marco Quartulli, Annalisa Galoppo, Andrea Colapicchioni, Marco Pastori, Klaus Seidel, Pier Giorgio Marchetti, Sergio d'Elia:
Information mining in remote sensing image archives: system concepts. IEEE Trans. Geosci. Remote. Sens. 41(12): 2923-2936 (2003) - [c12]Patrick Héas, Mihai Datcu, Malika Abdellani, Alain Giros, Philippe Marthon:
Image time series mining for dynamic scene understanding. IGARSS 2003: 1380-1382 - [c11]Cyrille Maire, Mihai Datcu, P. Audenino:
SAR DEM filtering by mean of Bayesian and multi-scale, nonstationary methods. IGARSS 2003: 3916-3918 - [c10]Marco Quartulli, Mihai Datcu:
Stochastic modelling for structure reconstruction from high-resolution SAR data. IGARSS 2003: 4080-4082 - 2002
- [j8]S. Stan, Gintautas Palubinskas, Mihai Datcu:
Bayesian selection of the neighbourhood order for Gauss-Markov texture models. Pattern Recognit. Lett. 23(10): 1229-1238 (2002) - [j7]Mihai Datcu, Farid Melgani, Andrea Piardi, Sebastiano B. Serpico:
Multisource data classification with dependence trees. IEEE Trans. Geosci. Remote. Sens. 40(3): 609-617 (2002) - [j6]Florence Tupin, Bijan Houshmand, Mihai Datcu:
Road detection in dense urban areas using SAR imagery and the usefulness of multiple views. IEEE Trans. Geosci. Remote. Sens. 40(11): 2405-2414 (2002) - [c9]Frédéric Adragna, Mihai Datcu, Irena Hajnsek, Jordi Inglada, Kostas Papathanassiou, David Petit, Marco Quartulli, Jean-Claude Souyris:
Information extraction from high resolution SAR data. EUSIPCO 2002: 1-4 - [c8]Mihai Datcu, Alain Giros:
New concepts for earth observation data catalogues. EUSIPCO 2002: 1-4 - [c7]James C. Tilton, Giovanni Marchisio, Krzysztof Koperski, Mihai Datcu:
Image information mining utilizing hierarchical segmentation. IGARSS 2002: 1029-1031 - [c6]Mihai Datcu, Klaus Seidel:
An Innovative Concept For Image Information Mining. MDM/KDD 2002: 11-18 - [c5]Mariana Ciucu, Patrick Héas, Mihai Datcu, James C. Tilton:
Scale Space Exploration For Mining Image Information Content. MDM/KDD 2002: 30-38 - [c4]Mihai Datcu, Klaus Seidel:
An Innovative Concept for Image Information Mining. Revised Papers from MDM/KDD and PAKDD/KDMCD 2002: 84-99 - [c3]Mariana Ciucu, Patrick Héas, Mihai Datcu, James C. Tilton:
Scale Space Exploration for Mining Image Information Content. Revised Papers from MDM/KDD and PAKDD/KDMCD 2002: 118-133 - 2000
- [j5]Marc Walessa, Mihai Datcu:
Model-based despeckling and information extraction from SAR images. IEEE Trans. Geosci. Remote. Sens. 38(5): 2258-2269 (2000) - [j4]Michael Schröder, Hubert Rehrauer, Klaus Seidel, Mihai Datcu:
Interactive learning and probabilistic retrieval in remote sensing image archives. IEEE Trans. Geosci. Remote. Sens. 38(5): 2288-2298 (2000) - [j3]Giovanni Nico, Gintautas Palubinskas, Mihai Datcu:
Bayesian approaches to phase unwrapping: theoretical study. IEEE Trans. Signal Process. 48(9): 2545-2556 (2000)
1990 – 1999
- 1998
- [j2]Mihai Datcu, Klaus Seidel, Marc Walessa:
Spatial information retrieval from remote-sensing images. I. Information theoretical perspective. IEEE Trans. Geosci. Remote. Sens. 36(5): 1431-1445 (1998) - [j1]Michael Schröder, Hubert Rehrauer, Klaus Seidel, Mihai Datcu:
Spatial information retrieval from remote-sensing images. II. Gibbs-Markov random fields. IEEE Trans. Geosci. Remote. Sens. 36(5): 1446-1455 (1998) - [c2]Mihai Datcu, Gintautas Palubinskas:
Multiscale Bayesian height estimation from InSAR using a fractal prior. SAR 1998: 0000 - 1993
- [c1]Klaus Seidel, Mihai Datcu:
Fusion of Real and Synthetic Images for Remote Sensing Scene Understanding. Fractals in the Natural and Applied Sciences 1993: 359-370
Coauthor Index
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