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Items where Subject is "Remote Sensing Technology Institute > EO Data Science"

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Number of items at this level: 342.

A

  Adam, Fathalrahman and Mönks, Milena and Esch, Thomas and Datcu, Mihai (2018) Cloud removal in high resolution multispectral satellite imagery: comparing three approaches. MDPI. The 2nd international electronic conference on remote sensing, 22.03.-05.04.2018, Online. Volltext nicht frei. file

  Andrei, Vlad and Dumitru, Corneliu Octavian and Datcu, Mihai (2019) Representation Learning for SAR Observations: A generative Model Approach. TerraSAR-X Science Team Meeting 2019, 21.-24. Okt. 2019, Oberpfaffenhofen, Germany. Volltext nicht online.

  Anghel, Andrei and Cacoveanu, Remus and Datcu, Mihai (2018) Repeat-Pass Spaceborne Transmitter-Stationary Receiver Bistatic Sar Interferometry - First Results. In: 2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. doi: 10.1109/IGARSS.2018.8517288. file

  Anghel, Andrei and Cacoveanu, Remus and Moldovan, Adrian-Septimiu and Rommen, Björn and Datcu, Mihai (2019) COBIS: Opportunistic C-Band Bistatic SAR Differential Interferometry. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12 (10), pp. 3980-3998. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/JSTARS.2019.2939194. ISSN 1939-1404. Volltext nicht online.

  Anghel, Andrei and Cacoveanu, Remus and Rommen, Bjorn and Datcu, Mihai (2019) Multi-Aperture Focusing in Spaceborne Transmitter-Stationary Receiver Bistatic SAR. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. file

  Anghel, Andrei and Cacoveanu, Remus and Rommen, Bjorn and Datcu, Mihai (2020) Time-Domain SAR Processor for Sentinel 1 TOPS Data. IGARSS 2020, 26.9.-2.10.2020, online. Volltext nicht online.

  Anghel, Andrei and Tudose, Mihai and Cacoveanu, Remus and Datcu, Mihai and Nico, Giovanni and Masci, Olimpia and Dongyang, Ao and Weiming, Tian and Hu, Cheng and Ding, Zegang and Nies, Holger and Loffeld, Otmar and Atencia, David and Huaman, Samuel G. and Medella, Aleksander and Moreira, Joao (2019) Compact Ground-Based Interferometric Synthetic Aperture Radar: Short-range structural monitoring. IEEE Signal Processing Magazine, 36 (4), pp. 42-52. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/MSP.2019.2894987. ISSN 1053-5888. Volltext nicht online.

  Ansari, Homa and De Zan, Francesco and Montazeri, Sina and Parizzi, Alessandro and Shau, Robert and Ge, Nan and Mania, Rene and Cesca, Simone and Haghshenas Haghighi, Mahmud and Motagh, Mahdi and Walter, Thomas and Zhu, Xiao Xiang and Eineder, Michael (2020) TecVolSA: The Development of an Intelligent Sentinel-1 Data Exploitation System over Tectonics and Volcanoes in South America. ESA EO Φ-WEEK 2020, 28. Sept. - 02. Oct.2020, Virtual Conference. file

  Ao, Dongyang and Datcu, Mihai (2018) Ship Azimuth Velocity Estimation in TerraSAR-X data based on Minimum-Entropy Criterion. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-4. EUSAR 2018, 7.-10. June 2018, Aachen, Germany. file

  Ao, Dongyang and Dumitru, Corneliu Octavian and Datcu, Mihai (2018) Sentinel-1 Enhanced Resolution Image by Deep Learning with TerraSAR-X. Mapping Urban Areas from Space, 30.-31. Oct. 2018, Frascati, Italy. Volltext nicht online.

  Ao, Dongyang and Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2018) Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X. Remote Sensing, 10 (10), pp. 1-24. Multidisciplinary Digital Publishing Institute (MDPI). doi: doi.org/10.3390/rs10101597. ISSN 2072-4292. file

  Ao, Dongyang and Schwarz, Gottfried and Datcu, Mihai (2018) Moving Ship Velocity Estimation Using TanDEM-X Data Based on Sub-Aperture Decomposition. IEEE Geoscience and Remote Sensing Letters, 15 (10), pp. 1560-1564. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/LGRS.2018.2846399. ISSN 1545-598X. Volltext nicht online.

B

  Bagheri, Hossein (2019) Fusion of Multi-sensor-derived Data for the 3D Reconstruction of Urban Scenes. Dissertation, Technische Universität München. Volltext nicht online.

  Bagheri, Hossein and Schmitt, Michael and Zhu, Xiao Xiang (2018) Urban TanDEM-X raw DEM fusion based on TV-L1 and Huber models. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. file

  Bagheri, Hossein and Schmitt, Michael and Zhu, Xiao Xiang (2018) Fusion of Urban Tandem-X Raw Dems Using Variational Models. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11 (12), pp. 4761-4774. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/JSTARS.2018.2878608. ISSN 1939-1404. file

  Bagheri, Hossein and Schmitt, Michael and Zhu, Xiao Xiang (2019) Fusion of multi-sensor-derived heights and OSM-derived building footprints for urban 3D reconstruction. ISPRS International Journal of Geo-Information, 8 (193), pp. 1-17. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/ijgi8040193. ISSN 2220-9964. file

  Bagheri, Hossein and Schmitt, Michael and Zhu, Xiao Xiang (2019) Towards the reconstruction of prismatic building models by SAR-optical stereogrammetry. JURSE 2019, 22.-24.5.19, Vannes/France. doi: 10.1109/JURSE.2019.8808985. file

  Bagheri, Hossein and Schmitt, Michael and d'Angelo, Pablo and Zhu, Xiao Xiang (2018) A framework for SAR-optical stereogrammetry over urban areas. ISPRS Journal of Photogrammetry and Remote Sensing, 146, 389 - 408. Elsevier. doi: 10.1016/j.isprsjprs.2018.10.003. ISSN 0924-2716. file

  Bagheri, Hossein and Schmitt, Michael and d'Angelo, Pablo and Zhu, Xiaoxiang (2018) Exploring the applicability of semi-global matching for SAR-optical stereogrammetry of urban scenes. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2, pp. 43-48. ISPRS TC II Mid-term Symposium 2018, 04.-07. Juni 2018, Riva del Garda, Italien. doi: 10.5194/isprs-archives-XLII-2-43-2018. file

  Baier, Gerald and Rossi, Cristian and Lachaise, Marie and Zhu, Xiao Xiang and Bamler, Richard (2018) A Nonlocal InSAR Filter for High-Resolution DEM Generation From TanDEM-X Interferograms. IEEE Transactions on Geoscience and Remote Sensing, 56 (11), pp. 6469-6483. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2018.2839027. ISSN 0196-2892. file

  Bamler, Richard and Eineder, Michael and Gottwald, Manfred and Haschberger, Peter and Reinartz, Peter and Trautmann, Thomas and Zhu, Xiao Xiang (2018) Remote Sensing Technology Institute - Institut für Methodik der Fernerkundung: Status Report 2013 - 2018. Other. file

  Bi, Haixia and Yao, Jing and Wei, Zhiqiang and Hong, Danfeng and Chanussot, Jocelyn (2021) PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field. IEEE Geoscience and Remote Sensing Letters. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/LGRS.2020.3034700. ISSN 1545-598X. file

  Brcic, Ramon and Rodriguez Gonzalez, Fernando and Parizzi, Alessandro and De Zan, Francesco and Eineder, Michael and Zhu, Xiao Xiang (2019) The Role of SAR Interferometry in Infrastructure Monitoring. Infrastructure 2019, 26.-27. Feb. 2019, Frascati, Italy. Volltext nicht online.

  Bărbulescu, Victor-Bogdan and Griparis, Andreea and Datcu, Mihai (2020) A Bag-of-Words framework for natural disaster evaluation on Sentinel-2 image. The 13th International Conference on Communications, 18.-20.6.2020, online. doi: 10.1109/COMM48946.2020.9141955. Volltext nicht online.

C

  Calota, Iulia and Faur, Daniela and Datcu, Mihai (2020) DNN-Based, Semantic Extraction: Fast Learning from Multispectral Signatures. IGARSS 2020, 26.9.-2.10.2020, online. Volltext nicht online.

  Camero Unzueta, Andres and Toutouh, Jamal and Alba, Enrique (2020) Random error sampling-based recurrent neural network architecture optimization. Engineering Applications of Artificial Intelligence, 96, p. 103946. Elsevier. doi: 10.1016/j.engappai.2020.103946. ISBN 0952-1976. ISSN 0952-1976. Volltext nicht online.

  Camps-Valls, Gustau and Reichstein, Markus and Zhu, Xiao Xiang and Tuia, Devis (2020) Advancing Deep Learning for Earth Sciences: From Hybrid Modeling to Interpretability. IGARSS 2020, 26.9.-2.10.20, Virtual event. Volltext nicht online.

  Cao, Yun and Wang, Yuebin and Peng, Junhuan and Qiu, Chunping and Ding, Lei and Zhu, Xiao Xiang (2021) SDFL-FC: Semi-supervised Deep Feature Learning with Feature Consistency for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. ISSN 0196-2892. (In Press) Volltext nicht online.

  Chaudhuri, Ushashi and Banerjee, Biplab and Bhattacharya, Avik and Datcu, Mihai (2020) A Deep Learning Based Model For Cross-Modal Retrieval In Remote Sensing. Pattern Recognition Letters, 131, pp. 456-462. Elsevier. ISSN 0167-8655. Volltext nicht online.

  Chaudhuri, Ushashi and Banerjee, Biplab and Bhattacharya, Avik and Datcu, Mihai (2020) CMIR-NET: A deep learning based model for cross-modal retrieval in remote sensing. Pattern Recognition Letters, 131, pp. 456-462. Elsevier. doi: 10.1016/j.patrec.2020.02.006. ISSN 0167-8655. file

  Chaudhuri, Ushasi and Banerjee, Biplab and Bhattacharya, Avik and Datcu, Mihai (2020) CrossATNet - a novel cross-attention based framework for sketch-based image retrieval. Image and Vision Computing, 104, p. 104003. Elsevier. doi: 10.1016/j.imavis.2020.104003. ISSN 0262-8856. Volltext nicht online.

  Chaudhuri, Ushasi and Banerjee, Biplab and Bhattacharya, Avik and Datcu, Mihai (2020) A Simplified Framework for Zero-shot Cross-Modal Sketch Data Retrieval. CVPR 2020, 14.-19. 6.2020, online. doi: 10.1109/CVPRW50498.2020.00099. Volltext nicht online.

  Chavhan, Ruchika and Banerjee, Biplab and Zhu, Xiao Xiang and Chaudhuri, Subhasis (2021) A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning. ICPR 2020, 10.-15.1.21, Milan, Italy. file

  Chen, Tzu-Hsin Karen and Qiu, Chunping and Schmitt, Michael and Zhu, Xiao Xiang and Sabel, Clive E. S and Prishchepov, Alexander V. (2020) Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: a semantic segmentation solution. Remote Sensing of Environment, 251, p. 112096. Elsevier. doi: 10.1016/j.rse.2020.112096. ISSN 0034-4257. file

  Ciuca, Madalina and Anghel, Andrei and Cacoveanu, Remus and Rommen, Bjorn and Datcu, Mihai (2019) A Radargrammetric Approach for Spaceborne Transmitter-Stationary Receiver Bistatic SAR. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. file

  Coca, Mihai and Anghel, Andrei and Datcu, Mihai (2018) Normalized Compression Distance for SAR Image Change Detection. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. doi: 10.1109/IGARSS.2018.8518126. file

  Coca, Mihai and Anghel, Andrei and Datcu, Mihai (2019) Unbiased Seamless SAR Image Change Detection Based on Normalized Compression Distance. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12 (7), pp. 2088-2096. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/JSTARS.2019.2909143. ISSN 1939-1404. Volltext nicht online.

  Coca, Mihai and Datcu, Mihai and Dax, Gabriel and Dumitru, Corneliu Octavian and Schwarz, Gottfried and Yao, Wei (2019) No Feature Data Analytics: Compression Pattern Recognition. Φ-week, 9. - 13. Sept. 2019, Frascati, Italy. Volltext nicht online.

  Coca, Mihai and Neagoe, Iulia and Datcu, Mihai (2020) Physically Meaningful Dictionaries for EO Crowdsourcing: A Ml for Blockchain Architecture. IGARSS 2020, Online. file

  Coltuc, Dinu and Datcu, Mihai and Coltuc, Daniela (2018) On the Use of Normalized Compression Distances for Image Similarity Detection. Entropy, 20 (2), pp. 1-15. Multidisciplinary Digital Publishing Institute (MDPI). ISSN 1099-4300. file

D

  Danisor, Cosmin and Datcu, Mihai (2018) 3-Pass D-InSAR for Estimation of Displacements Caused by October 2016 Central Italy Earthquake. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-4. EUSAR 2018, 4th-7th June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1. file

  Danisor, Cosmin and Datcu, Mihai (2018) Extension of PS-InSAR Approach for DEM and Linear Deformation Rates Estimation. Case Study of Bucharest Area. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-4. EUSAR 2018, 4th-7th June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1. file

  Danisor, Cosmin and Datcu, Mihai and Dănişor, Alin (2018) Estimation of terrain's linear deformation rates using synthetic aperture radar systems. IOP Conference Series : Materials Science and Engineering, 400, pp. 1-15. Institute of Physics (IOP) Publishing. doi: 10.1088/1757-899X/400/2/022018. ISSN 1757-8981. file

  Danisor, Cosmin and Fornaro, Gianfranco and Antonio, Pauciullo and Datcu, Mihai (2018) Statistical Analysis for Improvement of Double Persistent Scatterers Detection in SAR Tomography. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. doi: 10.1109/IGARSS.2018.8518752. file

  Datcu, Mihai (2018) Earth Observation Big Data Intelligence: the paradigm shift. Acivs 2018, 24.-27. Sept. 2018, Poitiers, Frankreich. Volltext nicht online.

  Datcu, Mihai (2018) Quantum Machine Learning: Earth Observation Challenges. Workshop on Quantum Computing for Applications in Science and Industry 2018, 01.-02. Oktober 2018, DLR, Standort Köln. Volltext nicht online.

  Datcu, Mihai (2018) Machine Learning meets Computational Imaging: Big Data Analytics for Earth Observation. ICIP 2018, 07.-10. Oktober 2018, Athen, Griechenland. Volltext nicht online.

  Datcu, Mihai (2018) Artificial Intelligence for Earth Observation. Conference of China Academy for Space Technology (CAST) 2018, 11. Okt. 2018, Peking, China. Volltext nicht online.

  Datcu, Mihai (2018) Earth Observation Data Intelligence and Knowledge Discovery. Workshop BIT 2018, 15. Okt. 2018, Peking, China. Volltext nicht online.

  Datcu, Mihai (2018) Big SAR Data Science: Physics based Machine Learning and Artificial Intelligence. IET International Radar Conference 2018, 17.-19. Okt. 2018, Nanjing, China. Volltext nicht online.

  Datcu, Mihai (2019) Quantum resources for EO technology. Quantum for Earth Observation, ESA & COST Action QTSPace (CA15220), 3 April 2019, Rome, Italy. Volltext nicht online.

  Datcu, Mihai (2019) EO Spatio-Temporal Patterns Extraction. MULTITEMP19, 6 Aug 2019, Shanghai,China. Volltext nicht online.

  Datcu, Mihai (2019) AI4SAR: Science and Technology. BIGSARDATA 2019, 5 Aug 2019, Beijing, China. Volltext nicht online.

  Datcu, Mihai (2019) Artificial Intelligence for Very High Resolution Earth Observation: Environment Monitoring. [Other] Volltext nicht online.

  Datcu, Mihai (2019) Earth Observation Data Intelligence and Knowledge Discovery. IEEE GRSS Distinguished Lecturer Program, 27 Feb 2019, Bombay, India. Volltext nicht online.

  Datcu, Mihai (2019) Satellite Image Time Series Analysis. Blaise Pascal International Chair, 19 Nov 2019, Paris, France. Volltext nicht online.

  Datcu, Mihai (2019) Space technology: the change of paradigm. The semi-centenary of the Romanian research in micro-nano electronics and prospects for the evolution of the field, 19 Sept 2019, Bucharest, Romania. Volltext nicht online.

  Datcu, Mihai (2020) Earth Observation Data Science and Beyond. Conférence de clôture de la Chaire d’excellence internationale Blaise Pascal, 23.1.2020, Paris, France. Volltext nicht online.

  Datcu, Mihai (2020) AI and Earth Observation. AI4OAC: workshop on AI for Ocean, Atmosphere and Climate Dynamics, 20.-23.1.2020, Brest, France. Volltext nicht online.

  Datcu, Mihai (2020) Earth Observation Big Data Challenges the AI change of paradigm. AI4EU Café, online. Volltext nicht online.

  Datcu, Mihai (2020) Compression Based Pattern Recognition: Data Content Communication Channels. Blaise Pascal International Chair, 23.01.2020, Paris. Volltext nicht online.

  Datcu, Mihai (2020) Artificial Intelligence for Satellite Image Time Series. Seminar on Satellite Image Time Series (in the frame of Blaise Pascal International Chair), 23.01.2020, Paris. Volltext nicht online.

  Datcu, Mihai (2020) Explainable Deep Learning: Paradigms for Earth Observation. IEEE tutorial, 28.01.2020, online. Volltext nicht online.

  Datcu, Mihai and Andrei, Vlad and Dumitru, Corneliu Octavian and Huang, Zhongling and Schwarz, Gottfried and Zhao, Juanping (2019) Explainable Deep Learning for SAR Data. Φ-week, 9. Sept. - 13. Sept. 2019, Frascati, Italy. Volltext nicht online.

  Datcu, Mihai and Dumitru, Corneliu Octavian (2019) EO Big Data Mining: AI paradigms, tools and applications. Neue Perspektiven der Erdbeobachtung Symposium, 12.-13. Nov. 2019, Cologne, Germany. Volltext nicht online.

  Datcu, Mihai and Dumitru, Corneliu Octavian and Schwarz, Gottfried and Castel, Fabian and Lorenzo, Jose (2019) Data Science Workflows for the CANDELA Project. In: Proceedings of 2019 Big Data from Space (BiDS'19), pp. 19-22. Big Data from Space 2019, 19. - 21. Feb. 2019, Munich, Germany. doi: 10.2760/848593. filefile

  Datcu, Mihai and Grivei, Alexandru Cosmin and Espinoza Molina, Daniela and Dumitru, Corneliu Octavian and Reck, Christoph and Manilici, Vlad and Schwarz, Gottfried (2020) The Digital Earth Observation Librarian: A Data Mining Approach for Large Satellite Images Archives. Big Earth Data, 4 (3), pp. 265-294. Taylor & Francis. doi: 10.1080/20964471.2020.1738196. ISSN 2096-4471. file

  Datcu, Mihai and Moigne, Jacqueline Le and Loekken, Sveinung and Soille, Pierre and Xia, Gui-Song (2020) Special Issue on Big Data From Space. IEEE Transactions on Big Data, 6 (3), pp. 427-429. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TBDATA.2020.3015536. ISBN 2332-7790. ISSN 2332-7790. Volltext nicht online.

  Datcu, Mihai and Schwarz, Gottfried and Dumitru, Corneliu Octavian (2020) Deep Learning Training and Benchmarks for Earth Observation Images: Data Sets, Features, and Procedures. In: Recent Trends in Artificial Neural Networks IntechOpen. pp. 1-12. doi: DOI: 10.5772/intechopen.90910. Volltext nicht online.

  Datcu, Mihai and Xu, Feng (2018) Earth Observation Big Data Intelligence: theory and practice of deep learning and big data mining. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spanien. Volltext nicht online.

  Datcu, Mihai and Xu, Feng and Hirose, Akira (2019) Earth Observation Big Data Intelligence: theory and practice of deep learning and big data mining. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. Volltext nicht online.

  Dax, Gabriel and Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2019) SAR Change Detection in a General Case Using Normalized Compression Distance. TerraSAR-X Science Team Meeting 2019, 21.-24. Oct. 2019, Oberpfaffenhofen, Germany. file

  Di, Hu and Mou, LiChao and Wang, Qingzhong and Gao, Junyu and Hua, Yuansheng and Dou, Dejing and Zhu, Xiao Xiang (2020) Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions. In: Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 1-4. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 14 - 19 June 2020, Virtual event. file

  Dietz, Andreas and Zhu, Xiao Xiang and Heidler, Konrad and Mou, LiChao and Nitze, Ingmar and Scheinert, Mirko and Dinter, Tilman and Frickenhaus, Stephan and Hajnsek, Irena and Parrella, Giuseppe and Baumhoer, Celia and Christmann, Julia and Roesel, Anja and Loebel, Erik and Duc Phan, Long and Humbert, Angelika and Grosse, Guido (2020) Developing artificial intelligence methods for addressing major challenges in cryosphere research: The AI-CORE project. In: Proceedings of the AGU Fall Meeting 2020. AGU Fall Meeting, 1-17 Dec 2020, Virtual event. Volltext nicht online.

  Dumitru, Corneliu Octavian and Andrei, Vlad and Schwarz, Gottfried and Datcu, Mihai (2019) Machine Learning for Sea Ice Monitoring from Satellites. Munich Remote Sensing Symposium 2019, 18.-20. Sept. 2019, Munich, Germany. file

  Dumitru, Corneliu Octavian and Dax, Gabriel and Schwarz, Gottfried and Cazacu, Constantin and Adamescu, Mihai Cristian and Datcu, Mihai (2019) Accurate Monitoring of the Danube Delta Dynamics using Copernicus Data. SPIE Remote Sensing, 9.-12. Sept. 2019, Strasbourg, France. file

  Dumitru, Corneliu Octavian and Karmakar, Chandrabali and Datcu, Mihai (2020) Meaningful Labeling of Satellite Image Details: Recent Developments in Latent Dirichlet Allocation Topics. Phi-week, 28 Sept. - 02 Oct. 2020, Frascati, Italy. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Ao, Dongyang and Dax, Gabriel and Karmakar, Chandrabali and Datcu, Mihai (2020) Selection of Reliable Machine Learning Algorithms for Geophysical Applications. EGU 2020, 3-8 May 2020, Vienna, Austria. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Castel, Fabien and Lorenzo, Jose and Datcu, Mihai (2019) Artificial Intelligence Data Science Methodology for Earth Observation. In: Advanced Analytics and Artificial Intelligence Applications pp. 1-20. doi: 10.5772/intechopen.86886. file

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2018) SAR Image Land Cover Datasets for Classification Benchmarking of Temporal Changes. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11 (5), pp. 1571-1592. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1939-1404. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2018) Monitoring of Coastal Environments Using Data Mining. IARIA 2018: The International Workshop on Knowledge Extraction and Semantic Annotation, KESA, 22.-26. Apr. 2018, Athens, Greece. file

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2018) Evaluation of Retrieved Categories from a TerraSAR-X Benchmarking Data Set. IGARSS 2018, 22.-27. Jul. 2018, Valencia, Spain. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2018) A SAR Benchmarking Tool for Generation of Image Datasets: Applications for Urban Areas. Mapping Urban Areas from Space, 30.-31. Oct. 2018, Frascati, Italy. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2018) Earth Observation Semantics and Data Analytics for Coastal Environmental Areas. International Journal on Advances in Software, 11 (3-4), pp. 390-398. IARIA. ISSN 1942-2628. file

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai (2020) Knowledge extraction from Copernicus satellite data. In: IOP Conference Series: Earth and Environmental Sciences, 509, 012014_1-012014_2. Institute of Physics (IOP) Publishing. 11th International Symposium on Digital Earth, 24.-27.9.2019, Florence/IT. doi: 10.1088/1755-1315/509/1/012014. file

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Datcu, Mihai and Everett, Alistar and Hughes, Nick and Koubarakis, Manolis (2020) Efficient Algorithms for Monitoring Polar Areas Using Satellite Images. EC ESA EO for Polar Science Workshop, 28-30 Oct 2020, Copenhagen, Denmark. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Dax, Gabriel and Vlad, Andrei and Ao, Dongyang and Datcu, Mihai (2020) Active and Machine Learning for Earth Observation Image Analysis with Traditional and Innovative Approaches. In: Principles of Data Science Transactions on Computational Science and Computational Intelligence. Springer Nature Switzerland AG. pp. 207-231. ISSN ISSN 2569-7072. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Eltoft, Torbjørn and Kræmer, Thomas and Wegner, Penelope and Hughes, Nick and Arthurs, David and Koubarakis, Manolis and Datcu, Mihai (2019) Knowledge Extracted from Copernicus Satellite Data. 11th International Symposium on Digital Earth, 24. - 27. Sept. 2019, Florence, Italy. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Grivei, Alexandru and Datcu, Mihai (2019) Artificial Intelligence for EO Sensor Fusion. ESA Living Planet Symposium 2019, 13.-17. May 2019, Milan, Italy. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Karmakar, Chandrabali and Andrei, Vlad and Huang, Zhongling (2020) Comparison of Efficient Ice Mapping Algorithms for Satellite Images. Phi-week, 28 Sept. - 02 Oct. 2020, Frascati, Italy. Volltext nicht online.

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Pulak-Siwiec, Anna and Kulawik, Bartosz and Albughdadi, Mohanad and Lorenzo, Jose and Datcu, Mihai (2020) Understanding satellite images: a data mining module for Sentinel images. Big Earth Data, pp. 1-42. Taylor & Francis. doi: 10.1080/20964471.2020.1820168. ISSN 2096-4471. file

  Dumitru, Corneliu Octavian and Schwarz, Gottfried and Pulak-Siwiec, Anna and Kulawik, Bartosz and Lorenzo, Jose and Datcu, Mihai (2019) Earth Observation Data Mining: A Use Case for Forest Monitoring. IGARSS 2019, 28. Jul. – 2. Aug. 2019, Yokohama, Japan. file

E

  Ebel, Patrick and Meraner, Andrea and Schmitt, Michael and Zhu, Xiao Xiang (2021) Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TGRS.2020.3024744. ISSN 0196-2892. (In Press) file

  Ebel, Patrick and Schmitt, Michael and Zhu, Xiao Xiang (2020) Cloud removal in unpaired Sentinel-2 imagery using a Cycle-GAN and SAR-optical data fusion. IEEE. IGARSS 2020, September 26 - October 2, 2020, Waikoloa, Hawaii, USA. Volltext nicht online.

  Everett, A. and Hughes, Nick and Kiaerbech, A. and Lillehaug Pedersen, J. and Wagner, P. and Eltoft, Torbjørn and Kræmer, Thomas and Marinoni, Andrea and Dumitru, Corneliu Octavian and Datcu, Mihai and Arthurs, David and Fleming, Andrew and Cziferszky, A. (2020) ExtremeEarth: The Polar Use Case. Phi-week, 28 Sept. - 02 Oct. 2020, Frascati, Italy. Volltext nicht online.

F

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  Hua, Yuansheng and Marcos, Diego and Mou, LiChao and Zhu, Xiao Xiang and Tuia, Devis (2021) Semantic segmentation of remote sensing images with sparse annotations. IEEE Geoscience and Remote Sensing Letters. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/LGRS.2021.3051053. ISSN 1545-598X. (In Press) Volltext nicht online.

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  Huang, Rong and Taubenböck, Hannes and Zhu, Xiao Xiang (2018) Classification of Settlement Types from Tweets Using LDA and LSTM. IGARSS 2018, 22.-27. Jul 2018, Valencia, Spain. file

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  Zhu, Xiao Xiang (2020) Webinar: Data Science in Earth Observation. IEEE SPS Computational Imaging Webinar Series Signal Processing And Computational imagE formation (SPACE), 11.8.2020, Online. Volltext nicht online.

  Zhu, Xiao Xiang (2020) AI and Data Science in Earth Observation. Space and AI online conference, the 24th European Conference on Artificial Intelligence (ECAI2020), 4.9.2020, Online. Volltext nicht online.

  Zhu, Xiao Xiang (2020) My Career in Earth Observation Data Science. Helmholtz Information & Data Science Academy (HIDA) Data Science Career Day, 23.9.2020, Online. Volltext nicht online.

  Zhu, Xiao Xiang (2020) Data Science in Earth Observation. Climate Informatics Conference 2020, 23.-25.9.2020, Oxford, UK, online. Volltext nicht online.

  Zhu, Xiao Xiang (2020) What’s Next in AI4EO? ESA PHI Week, 28.9.-2.10.20, Frascati, Italy, online. Volltext nicht online.

  Zhu, Xiao Xiang (2020) AI and Data Science in Earth Observation. Planet Explore, 13.10.2020, Online. Volltext nicht online.

  Zhu, Xiao Xiang (2020) Data Science in Earth Observation for Social Good. NeurIPS 2020 workshop on Machine Learning for the Developing World, 6.-12.12.20, Online. Volltext nicht online.

  Zhu, Xiao Xiang and Baier, Gerald and Lachaise, Marie and Shi, Yilei and Adam, Fathalrahman and Bamler, Richard (2018) Potential and Limits of Non-local Means InSAR Filtering for TanDEM-X High-resolution DEM Generation. Remote Sensing of Environment, 218, pp. 148-161. Elsevier. doi: 10.1016/j.rse.2018.09.012. ISSN 0034-4257. file

  Zhu, Xiao Xiang and Hu, Jingliang and Qiu, Chunping and Shi, Yilei and Kang, Jian and Mou, LiChao and Bagheri, Hossein and Häberle, Matthias and Hua, Yuansheng and Huang, Rong and Hughes, Lloyd and Li, Hao and Sun, Yao and Zhang, Guichen and Han, Shiyao and Schmitt, Michael and Wang, Yuanyuan (2020) So2Sat LCZ42: A benchmark data set for the classification of global local climate zones. IEEE Geoscience and Remote Sensing Magazine (GRSM), 8 (3), pp. 76-89. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/MGRS.2020.2964708. ISSN 2168-6831. Volltext nicht frei. file

  Zhu, Xiao Xiang and Montazeri, Sina and Ali, Mohsin and Hua, Yansheng and Wang, Yuanyuan and Mou, LiChao and Shi, Yilei and Feng, Xu and Bamler, Richard (2021) Deep Learning meets SAR. IEEE Geoscience and Remote Sensing Magazine (GRSM). IEEE - Institute of Electrical and Electronics Engineers. ISSN 2168-6831. (In Press) Volltext nicht online.

  Zhu, Xiao Xiang and Sun, Yao and Shi, Yilei and Wang, Yuanyuan and Ge, Nan (2018) Towards Global 3D/4D Urban Modeling Using TanDEM-X Data. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-6. VDE VERLAG GMBH. EUSAR 2018, 04.-07.Jun. 2018, Aachen, Germany. ISBN 978-3-8007-4636-1. ISSN 2197-4403. file

  Zhu, Xiao Xiang and Wang, Yuanyuan and Montazeri, Sina and Ge, Nan (2018) A Review of Ten-Year Advances of Multi-Baseline SAR Interferometry Using TerraSAR-X Data. Remote Sensing, 10 (9), pp. 1374-1405. Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/rs10091374. ISSN 2072-4292. file

  Zhu, Xiaoxiang and Montazeri, Sina and Ali, Mohsin and Hua, Yuansheng and Wang, Yuanyuan and Mou, Lichao and Shi, Yilei and Xu, Feng and Bamler, Richard (2021) Deep Learning Meets SAR: Concepts, Models, Pitfalls, and Perspectives. IEEE Geoscience and Remote Sensing Magazine (GRSM). IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/MGRS.2020.3046356. ISSN 2168-6831. (In Press) Volltext nicht frei. file

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