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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: 183.

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 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.

  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 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 Volltext nicht frei. 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

  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.

C

  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.

  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 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 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

  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 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. Volltext nicht frei. 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. IOP Conference Series : Materials Science and Engineering, pp. 1-2. Institute of Physics (IOP) Publishing. ISSN 1757-8981 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 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

F

  Faur, Daniela and Griparis, Andreea and Stoica, Adrian and Mougnaud, Philippe and Datcu, Mihai (2019) An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. file

G

  Ge, Nan and Rodriguez Gonzalez, Fernando and Wang, Yuanyuan and Shi, Yilei and Zhu, Xiao Xiang (2018) Spaceborne Staring Spotlight SAR Tomography-A First Demonstration with TerraSAR-X. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11 (10), pp. 3743-3756. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/JSTARS.2018.2851752 ISSN 1939-1404 file

  Ge, Nan and Zhu, Xiao Xiang (2019) Bistatic-like Differential SAR Tomography. IEEE Transactions on Geoscience and Remote Sensing, 57 (8), pp. 5883-5893. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2019.2902814 ISSN 0196-2892 Volltext nicht frei. file

  Geiß, Christian and Leichtle, Tobias and Wurm, Michael and Aravena Pelizari, Patrick and Standfuß, Ines and Zhu, Xiao Xiang and So, Emily and Siedentop, Stefan and Esch, Thomas and Taubenböck, Hannes (2019) Large-Area Characterization of Urban Morphology: Mapping Built-Up Height and Density with the TanDEM-X Mission and Sentinel-2. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12 (8), pp. 2912-2927. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/JSTARS.2019.2917755 ISSN 1939-1404 Volltext nicht online.

  Grivei, Alexandru-Cosmin and Datcu, Mihai (2018) Analysis of Bucharest's Land Cover Evolution Over a Period of 33 Years Using Multi-Sensor Data. 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.2018.8518615 file

  Grivei, Alexandru-Cosmin and Vaduva, Corina and Datcu, Mihai (2019) Improved Earth Observation Data Retrieval through Hashing Algorithms. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. file

  Grohnfeldt, Claas and Schmitt, Michael and Zhu, Xiao Xiang (2018) A conditional generative adversarial network to fuse SAR and multispectral optical data for cloud removal from Sentinel-2 images. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. file

H

  Han, Shiyao (2018) Building modeling and monitoring using social media images. Master's, Technical University of Munich. Volltext nicht frei. file

  Hang, Renlong and Liu, Qingshan and Hong, Danfeng and Ghamisi, Pedram (2019) Cascaded Recurrent Neural Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 57 (8), pp. 5384-5394. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2019.2899129 ISSN 0196-2892 Volltext nicht frei. file

  Heublein, Marion and Alshawaf, Fadwa and Erdnüß, Bastian and Zhu, Xiao Xiang and Hinz, Stefan (2018) Compressive sensing reconstruction of 3D wet refractivity based on GNSS and InSAR observations. Journal of Geodesy, pp. 1-21. Springer. ISSN 0949-7714 Volltext nicht online.

  Hoffmann, Eike Jens and Wang, Yuanyuan and Werner, Martin and Kang, Jian and Zhu, Xiao Xiang (2019) Model Fusion for Building Type Classification from Aerial and Street View Images. Remote Sensing, 11 (11), 1259/1-1259/20. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs11111259 ISSN 2072-4292 file

  Hoffmann, Eike Jens and Werner, Martin and Zhu, Xiao Xiang (2019) Mutual Information Analysis of Social Media Images and Building Functions. In: 2019 International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2019, 28. Jul. - 02. Aug. 2019, Yokohama, Japan. DOI: 10.1109/IGARSS.2019.8898144 file

  Hoffmann, Eike Jens and Werner, Martin and Zhu, Xiao Xiang (2019) Building Instance Classification using Social Media Images. In: 2019 Joint Urban Remote Sensing Event, JURSE 2019, pp. 1-4. JURSE 2019, 22.-24. Mai 2019, Vannes, France. file

  Hong, Danfeng and Chanussot, Jocelyn and Yokoya, Naoto and Heiden, Uta and Heldens, Wieke and Zhu, Xiao Xiang (2019) WU-Net: A Weakly-supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. In: 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2019, 28. Juli - 2. Aug. 2019, Yokohama, Japan. file

  Hong, Danfeng and Chanussot, Jocelyn and Yokoya, Naoto and Kang, Jian and Zhu, Xiao Xiang (2020) Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data. IEEE Geoscience and Remote Sensing Letters. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1545-598X (In Press) file

  Hong, Danfeng and Wu, Xin and Ghamisi, Pedram and Chanussot, Jocelyn and Yokoya, Naoto and Zhu, Xiao Xiang (2020) Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor 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.

  Hong, Danfeng and Yokoya, Naoto and Chanussot, Jocelyn and Xu, Jian and Zhu, Xiao Xiang (2019) Learning to Propagate Labels on Graphs: An Iterative Multitask Regression Framework for Semi-supervised Hyperspectral Dimensionality Reduction. ISPRS Journal of Photogrammetry and Remote Sensing, 158, pp. 35-49. Elsevier. DOI: 10.1016/j.isprsjprs.2019.09.008 ISSN 0924-2716 file

  Hong, Danfeng and Yokoya, Naoto and Chanussot, Jocelyn and Zhu, Xiao Xiang (2019) CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences. IEEE Transactions on Geoscience and Remote Sensing, 57 (7), pp. 4349-4359. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2890705 ISSN 0196-2892 Volltext nicht frei. file

  Hong, Danfeng and Yokoya, Naoto and Chanussot, Jocelyn and Zhu, Xiao Xiang (2019) An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. IEEE Transactions on Image Processing, 28 (4), pp. 1923-1938. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TIP.2018.2878958 ISSN 1057-7149 Volltext nicht frei. file

  Hong, Danfeng and Yokoya, Naoto and Ge, Nan and Chanussot, Jocelyn and Zhu, Xiao Xiang (2019) Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification. ISPRS Journal of Photogrammetry and Remote Sensing, 147, pp. 193-205. Elsevier. DOI: 10.1016/j.isprsjprs.2018.10.006 ISSN 0924-2716 Volltext nicht frei. file

  Hong, Danfeng and Yokoya, Naoto and Xu, Jian and Zhu, Xiao Xiang (2018) Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification. European Conference on Computer Vision (ECCV) 2018, 08.-14.9.2018, Munich, Germany. ISBN 978-3-030-01237-3 file

  Hong, Danfeng and Yokoya, Naoto and Zhu, Xiao Xiang and Chanussot, Jocelyn (2018) Learning A Common Subspace from Hyperspectral-Multispectral Correspondences. WHISPERS 2018, 23.-26. September 2018, Amsterdam, Netherlands. Volltext nicht frei. file

  Hong, Danfeng and Zhu, Xiao Xiang (2018) SULoRA: Subspace Unmixing with Low-Rank Attribute Embedding for Hyperspectral Data Analysis. IEEE Journal of Selected Topics in Signal Processing, 12 (6), pp. 1351-1363. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/JSTSP.2018.2877497 ISSN 1932-4553 Volltext nicht frei. file

  Hu, Jingliang and Ghamisi, Pedram and Zhu, Xiao Xiang (2018) Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification. ISPRS International Journal of Geo-Information, 7 (379), pp. 1-20. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/ijgi7090379 ISSN 2220-9964 file

  Hu, Jingliang and Hong, Danfeng and Wang, Yuanyuan and Zhu, Xiao Xiang (2019) A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion. Remote Sensing, 11 (6), pp. 1-28. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs11060681 ISSN 2072-4292 file

  Hu, Jingliang and Hong, Danfeng and Wang, Yuanyuan and Zhu, Xiao Xiang (2019) A Topological Data Analysis Guided Fusion Algorithm: MAPPER-Regularized Manifold Alignment. In: 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2019, 28.Juli - 02. Aug. 2019, Yokohama, Japan. DOI: 10.1109/IGARSS.2019.8898471 file

  Hu, Jingliang and Hong, Danfeng and Zhu, Xiao Xiang (2018) MAPPER Regularized Semi-supervised Manifold Alignment for the Fusion of Simulated EnMAP Image and Sentinel-1 Dual-Pol Data. WHISPERS 2018, 23. - 26. Sep. 2018, Amsterdam, The Netherlands. file

  Hu, Jingliang and Hong, Danfeng and Zhu, Xiao Xiang (2019) MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data. IEEE Transactions on Geoscience and Remote Sensing, 57 (11), pp. 9025-9040. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2019.2924113 ISSN 0196-2892 Volltext nicht online.

  Hu, Jingliang and Zhu, Xiaoxiang (2018) Exploring Sentinel-1 Data For Local Climate Zone Classification. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. Volltext nicht frei. file

  Hua, Yuansheng and Mou, LiChao and Zhu, Xiao Xiang (2019) Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 149, pp. 188-199. Elsevier. DOI: 10.1016/j.isprsjprs.2019.01.015 ISSN 0924-2716 Volltext nicht frei. file

  Huang, Rong and Hong, Danfeng and Xu, yusheng and Yao, wei and Stilla, U. (2020) Multi-Scale Local Context Embedding for LiDAR Point Cloud Classification. IEEE Geoscience and Remote Sensing Letters. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/LGRS.2019.2927779 ISSN 1545-598X (In Press) Volltext nicht frei. file

  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

  Huang, Zhongling and Dumitru, Corneliu Octavian and Pan, Zongxu and Le, Bin and Datcu, Mihai (2019) A Novel Deep Learning Framework Based on Transfer Learning and Joint Time-Frequency Analysis. TerraSAR-X Science Team Meeting 2019, 21.-24. Okt. 2019, Oberpfaffenhofen, Germany. file

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  Wu, Xin and Tao, Ran and Hong, Danfeng and Wang, Yue (2020) FrFT Convolutional Face: Towards Robust Face Recognition Using Fractional Fourier Transform and Convolutional Neural Networks. Science China Information Sciences. Science Press. DOI: 10.1007/s11432-018-9862-9 ISSN 1674-733X (In Press) Volltext nicht frei. file

X

  Xia, Gui-Song and Bai, Xiang and Ding, Jian and Zhu, Zhen and Belongie, Serge and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei (2018) DOTA: A large-scale dataset for object detection in aerial images. In: 2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-10. CVPR 2018, 18.-22. June 2018, Salt Lake City, Utah. file

  Xia, Gui-Song and Datcu, Mihai and Yang, Wen and Bai, Xiang (2018) Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping and navigation. Geo-spatial Information Science, 21 (1), p. 1. Taylor & Francis. DOI: 10.1080/10095020.2017.1420510 ISBN 1993-5153 ISSN 1009-5020 file

  Xie, Yuxing and Tian, Jiaojiao and Zhu, Xiaoxiang (2020) A Review of Point Cloud Semantic Segmentation. IEEE Geoscience and Remote Sensing Magazine (GRSM). IEEE - Institute of Electrical and Electronics Engineers. ISSN 2168-6831 (In Press) Volltext nicht frei. file

Y

  Yao, Wei (2019) Study Cases on Fast Compression Distance Based Data Visualization. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. file

  Yao, Wei (2019) Semantic Extraction from TerraSAR-X Dataset - Different Perspectives. TerraSAR-X Science Team Meeting 2019, 21-24 Oct 2019, Oberpfaffenhofen, Germany. Volltext nicht online.

  Yao, Wei and Datcu, Mihai (2018) Deep neural networks based semantic segmentation for optical time series. In: International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22-27. Juli 2018, Valencia, Spain. file

  Yao, Wei and Dumitru, Corneliu Octavian and Datcu, Mihai and Rolland, J-Francoise and Castel, Fabien and Lorenzo, Jose (2019) CANDELA architecture for Data Mining and Data Fusion: a DIAS contribution. Neue Perspektiven der Erdbeobachtung Symposium, 12.-13. Nov. 2019, Cologne, Germany. Volltext nicht online.

Z

  Zhang, Bo and Zhang, Meng and Kang, Jian and Hong, Danfeng and Xu, Jian and Zhu, Xiaoxiang (2019) Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network. Remote Sensing, 11 (6), pp. 1-19. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs11060646 ISSN 2072-4292 file

  Zhang, Guichen and Ghamisi, Pedram and Zhu, Xiao Xiang (2020) Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. ISSN 0196-2892 (In Press) file

  Zhao, Juanping and Datcu, Mihai and Zhang, Zenghui and Xiong, Huilin and Yu, Wenxian (2019) Learning Physical Scattering Patterns from POLSAR Images By Using Complex-Valued CNN. IGARSS 2019, 28 Jul-02 Aug 2019, Yokohama, Japan. file

  Zhao, Juanping and Datcu, Mihai and Zhang, Zenghui and Xiong, Huilin and Yu, Wenxian (2019) Contrastive-Regulated CNN in the Complex Domain: A Method to Learn Physical Scattering Signatures From Flexible PolSAR Images. IEEE Transactions on Geoscience and Remote Sensing, 57 (12), pp. 10116-10135. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2019.2931620 ISSN 0196-2892 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 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

This list was generated on Fri Dec 6 21:00:19 2019 CET.
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