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ORCIDMihai Datcu
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- affiliation: University Politehnica of Bucharest, Romania
- affiliation: German Aerospace Centre, Remote Sensing Technology Institute, Weßling, Germany
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2020 – today
- 2024
[j144]Omid Ghozatlou
, Mihai Datcu, Bertrand Chapron:
GAN-Generated Ocean SAR Vignettes Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (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) - [c218]Nicolae-Catalin Ristea, Andrei Anghel, Alexis Mouche, Frédéric Nouguier, Antoine Grouazel, Mihai Datcu:
Multi-Head Transposed Attention Transformer for Sea Ice Segmentation in Sar Imagery. IGARSS 2024: 183-187 - [c217]Ion Grujdin, Mihai Datcu:
Multimodal-Ready Sentinel Dataset for Natural Hazards Supervised Learning. IGARSS 2024: 738-742 - [c216]Giovanni Nico, Olimpia Masci, Adrian Focsa, Andrei Anghel, Jolanda Patruno, Mihai Datcu, Vito Antonio Vacca:
GBRAR Measurement of Vibration Frequencies: Synergy with Micro-Doppler Analysis of Spaceborne SAR Images. IGARSS 2024: 2349-2352 - [c215]Reza Mohammadi Asiyabi, Andrei Anghel, Adrian Focsa, Mihai Datcu, Michele Martone, Paola Rizzoli, Ernesto Imbembo:
Adaptation of Decoded Sentinel-1 SAR Raw Data for the Assessment of Novel Data Compression Methods. IGARSS 2024: 2541-2545 - [c214]Adrian Focsa, Andrei Anghel, Giovanni Nico, Jolanda Patruno, Mihai Datcu:
Large Scene Micro-Doppler Analysis on SAR Images. IGARSS 2024: 11343-11346 - 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 - [d8]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
- [d7]Daniela Faur, Andreea Griparis, Alexandru-Cosmin Grivei, Corina Vaduva, Vlad Vasilescu, Mihai Datcu:
Sentinel 2 super-resolved data cubes - 92 scenes over 2 regions in Switzerland spanning 5 years. 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]