Mihai Datcu

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 195

Top Venues

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

CoRR

IEEE Geosci. Remote. Sens. Lett.

Publications

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 (2024)
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 (2023)
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 (2023)
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 (2023)
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)
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 (2023)
Mihai Datcu, Zhongling Huang, Andrei Anghel, Juanping Zhao, Remus Cacoveanu
Explainable, Physics Aware, Trustworthy AI Paradigm Shift for Synthetic Aperture Radar. CoRR (2023)
Zishi Wang, Zhongling Huang, Mihai Datcu
A new Perspective on Physics Guided Learning for SAR Image Interpretation. IGARSS (2023)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
Sea Ice Segmentation from SAR Data by Convolutional Transformer Networks. IGARSS (2023)
Cosmin Danisor, Gianfranco Fornaro, Antonio Pauciullo, Mihai Datcu
Adaptation of SqueeSAR Filtering in SAR Tomography Context. IGARSS (2023)
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 (2023)
Max Muzeau, Chengfang Ren, Sébastien Angélliaume, Mihai Datcu, Jean Philippe Ovarlez
Self-Supervised SAR Anomaly Detection Guided with RX Detector. IGARSS (2023)
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 (2023)
Omid Ghozatlou, Mihai Datcu, Bertrand Chapron
Gan-Based Ocean Pattern SAR Image Augmentation. IGARSS (2023)
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)
Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Mihai Datcu
Risce- An Explainable ML Chain for Practical Sustainable Agriculture. IGARSS (2023)
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)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu
Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks. CoRR (2023)
Mobina Keymasi, Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
An Efficient Compressive Learning Method on Earth Observation Data. IGARSS (2023)
Vlad Vasilescu, Mihai Datcu, Daniela Faur
A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ion Grujdin, Mihai Datcu
Self-Learning Ontology for Natural Hazards. IGARSS (2023)
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 (2023)
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)
Andreea Griparis, Anamaria Radoi, Daniela Faur, Mihai Datcu
Visual Exploration of Satellite Image Time Series. IGARSS (2023)
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 (2023)
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 (2023)
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 (2023)
Adrian Focsa, Andrei Anghel, Mihai Datcu
Elliptical grid generation for sped-up back-projection on bistatic SAR with ground based stationary receiver. IGARSS (2023)
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)
Chang Xu, Wen Yang, Huai Yu, Mihai Datcu, Gui-Song Xia
Density-aware Object Detection in Aerial Images. ICDIP (2023)
Vlad Vasilescu, Mihai Datcu, Daniela Faur
Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
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 (2023)
Iulia Calota, Daniela Faur, Mihai Datcu
Estimating NDVI from SAR Images Using DNN. IGARSS (2022)
Chandrabali Karmakar, Ana Antunes, Mihai Datcu
Achieving Information Super-resolution for Sentinel-2 NDVI Through Gaussian Process Regression. IGARSS (2022)
Adrian Focsa, Andrei Anghel, Mihai Datcu
Inter-polarization Mapping via Gaussian Process Regression for Sentinel-1 EW Denoising. IGARSS (2022)
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 (2022)
Omid Ghozatlou, Mihai Datcu
Comparative Studies on Similarity Distances for Remote Sensing Image Classification. IPAS (2022)
Soronzonbold Otgonbaatar, Gottfried Schwarz, Mihai Datcu, Dieter Kranzlmüller
Quantum Transfer Learning for Real-World, Small, and Large-Scale Datasets. CoRR (2022)
Wei Yao, Gottfried Schwarz, Mihai Datcu
A Pattern Analysis Image Validation Tool for the Generation of Reliable Earth Observation Image Benchmarks. IGARSS (2022)
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
Attention-Driven Graph Convolution Network for Remote Sensing Image Retrieval. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sanhita Guha, Mihai Datcu, Joachim Ender
Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing. IGARSS (2022)
Chandrabali Karmakar, Mihai Datcu
A Framework for Interactive Visual Interpretation of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
On the De-Ramping of SLC-IW Tops SAR Data and Ocean Circulation Parameters Estimation. IGARSS (2022)
Max Muzeau, Chengfang Ren, Sébastien Angélliaume, Mihai Datcu, Jean Philippe Ovarlez
Deep Learning-Based Anomaly Detection in Synthetic Aperture Radar Imaging. CoRR (2022)
Soronzonbold Otgonbaatar, Mihai Datcu
Classification of Remote Sensing Images With Parameterized Quantum Gates. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
Coastline Extraction From SAR Data Using Doppler Centroid Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval. CoRR (2022)
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 (2022)
Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir
Coreset of Hyperspectral Images on Small Quantum Computer. CoRR (2022)
Reza Mohammadi Asiyabi, Mihai Datcu, Holger Nies, Andrei Anghel
Complex-Valued Vs. Real-Valued Convolutional Neural Network for Polsar Data Classification. IGARSS (2022)
Melisa Unsalan, Anamaria Radoi, Mihai Datcu
SAR Image Classification Using Mixed Spatial-Spectral Information and Pre-trained Convolutional Neural Networks. COMM (2022)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
Guided Deep Learning by Subaperture Decomposition: Ocean Patterns from SAR Imagery. IGARSS (2022)
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) (2022)
Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
Wavelet-Guided Deep Neural Network For Robust One-Class Classification. WHISPERS (2022)
Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir
Coreset of Hyperspectral Images on a Small Quantum Computer. IGARSS (2022)
Nicolae-Catalin Ristea, Andrei Anghel, Mihai Datcu, Bertrand Chapron
Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery. CoRR (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir
Causality for Remote Sensing: An Exploratory Study. IGARSS (2022)
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 (2021)
Reza Mohammadi Asiyabi, Mihai Datcu
Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery. IGARSS (2021)
Mihai Coca, Mihai Datcu
Anomaly Detection in Post Fire Assessment. IGARSS (2021)
Zhongling Huang, Xiwen Yao, Corneliu Octavian Dumitru, Mihai Datcu, Junwei Han
Physically Explainable CNN for SAR Image Classification. CoRR (2021)
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 (2021)
Corneliu Octavian Dumitru, Gottfried Schwarz, Chandrabali Karmakar, Mihai Datcu
Machine Learning-Based Paradigm for Boosting the Semantic Annotation of EO Images. IGARSS (2021)
Omid Ghozatlou, Mihai Datcu
Hybrid Gan and Spectral Angular Distance for Cloud Removal. IGARSS (2021)
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 (2021)
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 (2021)
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 (2021)
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 (2021)
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
CrossATNet - A Novel Cross-Attention Based Framework for Sketch-Based Image Retrieval. CoRR (2021)
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 (2021)
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)
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) (2021)
Wei Yao, Corneliu Octavian Dumitru, Mihai Datcu
An Active Learning Tool for the Generation of Earth Observation Image Benchmarks. IGARSS (2021)
Iulia Coca Neagoe, Corina Vaduva, Mihai Datcu
Haze and Smoke Removal for Visualization of Multispectral Images: A DNN Physics Aware Architecture. IGARSS (2021)
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
Attention-Driven Cross-Modal Remote Sensing Image Retrieval. IGARSS (2021)
Iulia Calota, Daniela Faur, Mihai Datcu
Bag-of-Words for Transfer Learning. IGARSS (2021)
Filip Rosu, Andrei Anghel, Remus Cacoveanu, Silviu Ciochina, Mihai Datcu
Deconvolution Method for Eliminating Reference Signal Coupling/Reflections in Bistatic SAR. IGARSS (2021)
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 (2021)
Ning Liao, Mihai Datcu, Zenghui Zhang, Weiwei Guo, Wenxian Yu
Can We Evaluate the Distinguishability of the Opensarurban Dataset? IGARSS (2021)
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 (2021)
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) (2021)
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)
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images. CoRR (2020)
Zhongling Huang, Mihai Datcu, Zongxu Pan, Bin Lei
A Hybrid and Explainable Deep Learning Framework for SAR Images. IGARSS (2020)
Adrian Focsa, Mihai Datcu, Stefan-Adrian Toma, Andrei Anghel, Remus Cacoveanu
Opportunistic Bistatic SAR Image Classification Using Sub-aperture Decomposition. COMM (2020)
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) (2020)
Ushasi Chaudhuri, Biplab Banerjee, Avik Bhattacharya, Mihai Datcu
CrossATNet - a novel cross-attention based framework for sketch-based image retrieval. Image Vis. Comput. 104 (2020)
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)
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 (2020)
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)
Andreea Griparis, Daniela Faur, Mihai Datcu
DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets. IGARSS (2020)
Soronzonbold Otgonbaatar, Mihai Datcu
Quantum Annealing Approach: Feature Extraction and Segmentation of Synthetic Aperture Radar Image. IGARSS (2020)
Zhongling Huang, Corneliu Octavian Dumitru, Zongxu Pan, Bin Lei, Mihai Datcu
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning. CoRR (2020)
Alexandru-Cosmin Grivei, Corina Vaduva, Mihai Datcu
Assessment of Burned Area Mapping Methods for Smoke Covered Sentinel-2 Data. COMM (2020)
Mihai Coca, Iulia Coca Neagoe, Mihai Datcu
Physically Meaningful Dictionaries for EO Crowdsourcing: A ML for Blockchain Architecture. IGARSS (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mihai Datcu