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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: 115.

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

  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

  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 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

  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

  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) 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.

  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 (2019) Earth Observation Semantics and Data Analytics for Coastal Environmental Areas. International Journal on Advances in Software, 11 (3-4). IARIA. ISSN 1942-2628 Volltext nicht online.

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. IEEE - Institute of Electrical and Electronics Engineers. ISSN 0196-2892 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

  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. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2019.2899129 ISSN 0196-2892 (In Press) 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) Building Instance Classification using Social Media Images. In: 2019 Joint Urban Remote Sensing Event, JURSE 2019, pp. 1-4. Joint Urban Remote Sensing Event (JURSE), 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. IGARSS2019, 28. Juli - 2. Áug. 2019, Yokohama, Japan. Volltext nicht frei. 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. IEEE - Institute of Electrical and Electronics Engineers. 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 (2019) SULoRA: Subspace Unmixing with Low-Rank Attribute Embedding for Hyperspectral Data Analysis. IEEE Journal of Selected Topics in Signal Processing. IEEE - Institute of Electrical and Electronics Engineers. DOI: · 10.1109/JSTSP.2018.2877497 ISSN 1932-4553 (In Press) 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). IGARSS 2019, 28.Juli - 02. Aug. 2019, Yokohama, Japan. Volltext nicht online.

  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. IEEE - Institute of Electrical and Electronics Engineers. 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 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

  Hughes, Lloyd and Auer, Stefan and Schmitt, Michael (2018) Investigation of Joint Visibility Between SAR and Optical Images of Urban Environments. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV (2), pp. 129-136. ISPRS technical Commission II Symposium 2018, 3.-7. Juni 2018, Riva del Garde, Italy. DOI: 10.5194/isprs-annals-IV-2-129-2018 file

  Hughes, Lloyd and Schmitt, Michael and Zhu, Xiao Xiang (2018) Generative Adversarial Networks for Hard Negative Mining In CNN-based SAR-Optical Image Matching. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spanien. DOI: 10.1109/IGARSS.2018.8517355 file

  Hughes, Lloyd and Schmitt, Michael and Zhu, Xiao Xiang (2018) Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks. Remote Sensing, 10 (10), pp. 1-17. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10101552 ISSN 2072-4292 Volltext nicht online.

  Häberle, Matthias and Werner, Martin and Zhu, Xiao Xiang (2019) Geo-spatial text-mining from Twitter - a feature space analysis with a view toward building classification in urban regions. European Journal of Remote Sensing, pp. 1-11. Taylor & Francis. DOI: 10.1080/22797254.2019.1586451 ISSN 2279-7254 file

  Häberle, Matthias and Werner, Martin and Zhu, Xiao Xiang (2019) Building Type Classification from Social Media Texts via geo-spatial Textmining. In: 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 28.Juli - 02. Aug. 2019, Yokohama, Japan. file

J

  Ji, Teng-yu and Yokoya, Naoto and Zhu, Xiao Xiang and Huang, Ting-zhu (2018) Non-local tensor completion for multitemporal remotely sensed images inpainting. IEEE Transactions on Geoscience and Remote Sensing, 56 (6), pp. 3047-3061. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2790262 ISSN 0196-2892 file

K

  Kang, Jian and Körner, Marco and Wang, Yuanyuan and Taubenböck, Hannes and Zhu, Xiao Xiang (2018) Building instance classification using street view images. ISPRS Journal of Photogrammetry and Remote Sensing, 145 (A), pp. 44-59. Elsevier. DOI: 10.1016/j.isprsjprs.2018.02.006 ISSN 0924-2716 file

  Kang, Jian and Wang, Yuanyuan and Schmitt, Michael and Zhu, Xiao Xiang (2018) Object-based multipass InSAR via robust low-rank tensor decomposition. IEEE Transactions on Geoscience and Remote Sensing, 56 (6), pp. 3062-3077. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2790480 ISSN 0196-2892 file

  Kang, Jian and Wang, Yuanyuan and Zhu, Xiao Xiang (2018) Low rank modeling-based multipass InSAR technique. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-6. EUSAR 2018, 04.-07. Juni 2018, Aachen, Germany. Volltext nicht frei. file

  Kang, Jian and Wang, Yuanyuan and Zhu, Xiao Xiang (2018) Multi-pass SAR interferometry for 3D reconstruction of complex mountainous areas based on robust low rank tensor decomposition. In: International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. file

  Kjærgaard, Mikkel Baun and Werner, Martin and Sangogboye, Fisayo Caleb and Arendt, Krzysztof (2018) DCount-A Probabilistic Algorithm for Accurately Disaggregating Building Occupant Counts into Room Counts. In: IEEE INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT, pp. 1-10. 19th International Conference on Mobile Data Management, 26.-28. Juni 2018, Aalborg, Denmark. Volltext nicht online.

L

  Li, Hao and Ghamisi, Pedram and Soergel, Uwe and Zhu, Xiao Xiang (2018) Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks. Remote Sensing (10), pp. 1649-1668. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10101649 ISSN 2072-4292 file

  Li, Qingpeng and Mou, Lichao and Liu, Qingjie and Wang, Yunhong and Zhu, Xiao Xiang (2018) HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 56 (12), pp. 7147-7161. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2848901 ISSN 0196-2892 Volltext nicht online.

  Li, Yuanhao and Ao, Dongyang and Dumitru, Corneliu Octavian and Cheng, Hu and Datcu, Mihai (2019) Super-resolution of geosynchronous synthetic aperture radar images using dialectical GANs. Science China Information Sciences, pp. 1-3. Science Press. DOI: 10.1007/s11432-018-9668-6 ISBN 1674-733X ISSN 1674-733X Volltext nicht online.

  Liu, Chi and Li, Heng-Chao and Fu, Kun and Datcu, Mihai and Emery, William (2019) Bayesian Estimation of Generalized Gamma Mixture Model Based on Variational EM Algorithm. Pattern Recognition, 87, pp. 269-284. Elsevier. DOI: 10.1016/j.patcog.2018.10.025 ISSN 0031-3203 Volltext nicht online.

  Liu, Xun and Deng, Chenwei and Chanussot, Jocelyn and Hong, Danfeng and Zhang, Baojun (2019) StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2019.2907310 ISSN 0196-2892 (In Press) Volltext nicht frei. file

  Lyu, Haobo and Lu, Hui and Mou, Lichao and Li, Wenyu and Wright, Jonathon and Li, Xuecao and Li, Xinlu and Zhu, Xiaoxiang and Wang, Jie and Yu, Le and Gong, Peng (2018) Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data. Remote Sensing, 10 (3), pp. 471-493. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10030471 ISSN 2072-4292 file

M

  Meger, Nicolas and Rigotti, Christophe and Pothier, Catherine and Nguyen, Tuan and Lodge, Felicity and Gueguen, Lionel and Andreoli, Remi and Doin, Marie-Pierre and Datcu, Mihai (2018) Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Mining and Knowledge Discovery (2018), pp. 1-37. Springer. DOI: 10.1007/s10618-018-0591-9 ISSN 1384-5810 Volltext nicht frei. file

  Montazeri, Sina and Gisinger, Christoph and Eineder, Michael and Zhu, Xiao Xiang (2018) Automatic Detection and Positioning of Ground Control Points Using TerraSAR-X Multi-Aspect Acquisitions. IEEE Transactions on Geoscience and Remote Sensing, 56 (5), pp. 2613-2632. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2017.2769078 ISSN 0196-2892 file

  Montazeri, Sina and Rodriguez Gonzalez, Fernando and Zhu, Xiao Xiang (2018) Geocoding Error Correction for InSAR Point Clouds. Remote Sensing, 10 (10), pp. 1-22. Multidisciplinary Digital Publishing Institute (MDPI). DOI: https://doi.org/10.3390/rs10101523 ISSN 2072-4292 file

  Montazeri, Sina and Rodriguez Gonzalez, Fernando and Zhu, Xiao Xiang (2019) Mitigation of Positioning Bias in PSI Point Clouds. In: 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IEEE Xplore. IGARSS 2019, 28 Jul - 02 Aug 2019, Yokohama, Japan. file

  Mou, Lichao and Bruzzone, Lorenzo and Zhu, Xiao Xiang (2019) Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, pp. 1-12. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2863224 ISSN 0196-2892 (In Press) Volltext nicht online.

  Mou, Lichao and Zhu, Xiao Xiang (2018) Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network. IEEE Transactions on Geoscience and Remote Sensing, 56 (11), pp. 6699-6711. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2841808 ISSN 0196-2892 Volltext nicht online.

N

  Neagoe, Iulia and Faur, Daniela and Vaduva, Corina and Datcu, Mihai (2018) Exploratory Visual Analysis of Multispectral EO Images Based on DNN. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. DOI: 10.1109/IGARSS.2018.8518414 file

Q

  Qiu, Chunping and Schmitt, Michael and Ghamisi, Pedram and Mou, Lichao and Zhu, Xiao Xiang (2018) Feature importance analysis of Sentinel-2 imagery for large-scale Urban Local Climate Zone classification. In: 2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spanien. DOI: 10.1109/IGARSS.2018.8517732 file

  Qiu, Chunping and Schmitt, Michael and Ghamisi, Pedram and Zhu, Xiao Xiang (2018) Effect of the training set configuration on Sentinel-2-based urban Local Climate Zone Classification. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2, pp. 931-936. ISPRS TC II Mid-term Symposium 2018, 04.-07. Juni 2018, Riva del Garda, Italien. file

  Qiu, Chunping and Schmitt, Michael and Mou, LiChao and Zhu, Xiao Xiang (2018) Urban Local Climate Zone Classification with a Residual Convolutional Neural Network and Multi-Seasonal Sentinel-2 images. In: 10th IAPR Workshop on Pattern Recognition in Remote Sensing, pp. 1-5. IEEE Xplore. 10th IAPR Workshop on Pattern Recognition in Remote Sensing, 19.-20. Aug. 2018, Peking, China. DOI: 10.1109/PRRS.2018.8486155 ISSN 2377-0198 file

  Qiu, Chunping and Schmitt, Michael and Mou, Lichao and Ghamisi, Pedram and Zhu, Xiao Xiang (2018) Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets. Remote Sensing, 10 (10), pp. 1-14. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10101572 ISSN 2072-4292 file

  Qiu, Chunping and Schmitt, Michael and Zhu, Xiao Xiang (2018) Towards automatic SAR-optical stereogrammetry over urban areas using very high resolution imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 138, pp. 218-231. Elsevier. DOI: 10.1016/j.isprsjprs.2017.12.006 ISSN 0924-2716 Volltext nicht online.

R

  Radoi, Anamaria and Datcu, Mihai (2018) Bag-of-Visual Words and Error-Correcting Output Codes for Multilabel Classification of Remote Sensing Images. In: 2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. DOI: 10.1109/IGARSS.2018.8519432 file

S

  Schmitt, Michael and Hughes, Lloyd and Körner, Marco and Zhu, Xiao Xiang (2018) Colorizing Sentinel-1 SAR Images using a variational Autoencoder conditioned on Sentinel-2 imagery. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISSN: 1682-1750), XLII-2, pp. 1045-1051. ISPRS Technical Commission Symposium 2018, 04.-07. Juni 2018, Riva del Garda, Italien. file

  Schmitt, Michael and Hughes, Lloyd and Zhu, Xiao Xiang (2018) The SEN1-2 dataset for deep learning in SAR-optical data fusion. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, pp. 141-146. ISPRS TCI Symposium 2018, 10. - 12. Okt. 2018, Karlsruhe, Germany. DOI: 10.5194/isprs-annals-IV-1-141-2018 ISSN 2194-9042 file

  Schmitt, Michael and Hughes, Lloyd Haydn and Qiu, Chunping and Zhu, Xiao Xiang (2019) SEN12MS--A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion. ISPRS Journal of Photogrammetry and Remote Sensing. Elsevier. ISSN 0924-2716 file

  Shahzad, Muhammad and Maurer, Michael and Fraundorfer, Friedrich and Wang, Yuanyuan and Zhu, Xiao Xiang (2019) Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. IEEE Transactions on Geoscience and Remote Sensing, 57 (2), pp. 1100-1116. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2864716 ISSN 0196-2892 Volltext nicht online.

  Shahzad, Muhammad and Maurer, Michael and Fraundorfer, Friedrich and Wang, Yuanyuan and Zhu, Xiao Xiang (2018) Extraction of Buildings in VHR SAR Images using fully Convolution Neural Networks. In: 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 4367-4370. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spanien. file

  Shi, Yilei and Li, Qingyu and Zhu, Xiao Xiang (2019) Building Footprint Generation using Improved Generative Adversarial Networks. IEEE Geoscience and Remote Sensing Letters. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1545-598X (In Press) Volltext nicht online.

  Shi, Yilei and Wang, Yuanyuan and Bamler, Richard and Zhu, Xiao Xiang (2018) Towards high-resolution global urban 3D model from TanDEM-X data. In: EARSeL 5th Joint Workshop “Urban Remote Sensing – Challenges & Solutions”. 5th Joint Workshop Urban Remote Sensing – Challenges & Solutions, 24.-26. Sep. 2018, Bochum, Germany. file

  Shi, Yilei and Wang, Yuanyuan and Kang, Jian and Lachaise, Marie and Zhu, Xiao Xiang and Bamler, Richard (2018) 3D reconstruction from very small TanDEM-X stacks. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 257-260. EUSAR 2018, 04.-07. Juni 2018, Aachen, Germany. Volltext nicht frei. file

  Shi, Yilei and Wang, Yuanyuan and Zhu, Xiao Xiang and Bamler, Richard (2019) Non-local SAR tomography for large-scale urban mapping. In: 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IGARSS 2019, 28. Juli - 02. Aug. 2019, Yokohama, Japan. Volltext nicht frei. file

  Shi, Yilei and Wang, Yuanyuan and Zhu, Xiao Xiang and Bamler, Richard (2019) Large-scale urban mapping using small stack multi-baseline TanDEM-X interferograms. In: 2019 Joint Urban Remote Sensing Event, pp. 1-4. JURSE 2019, 22.- 24. Mai 2019, Vannes, France. (In Press) Volltext nicht frei. file

  Shi, Yilei and Zhu, Xiao Xiang and Bamler, Richard (2019) Non-Local Compressive Sensing Based SAR Tomography. IEEE Transactions on Geoscience and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. ISSN 0196-2892 (In Press) Volltext nicht online.

  Shi, Yilei and Zhu, Xiao Xiang and Bamler, Richard and Yin, Wotao (2018) An efficient algorithm for compressive sensing based SAR tomography. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-4. VDE Verlag. EUSAR 2018, 04.-07. June 2018, Aachen, Germany. file

  Shi, Yilei and Zhu, Xiao Xiang and Yin, Wotao and Bamler, Richard (2018) A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR. IEEE Transactions on Geoscience and Remote Sensing, 56 (10), pp. 6148-6158. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2832721 ISSN 0196-2892 file

  Sica, Francescopaolo and Cozzolino, Davide and Zhu, Xiao Xiang and Verdoliva, Luisa and Poggi, Giovanni (2018) InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration. IEEE Transactions on Geoscience and Remote Sensing, 56 (6), pp. 3456-3467. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2800087 ISSN 0196-2892 file

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  Tanase, Radu and Schwarz, Gottfried and Datcu, Mihai (2018) A Bag-of-Meaningful-Words Integrating Scattering and Structure Information for PolSAR Image Classification. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-4. EUSAR 2018, 4.-7. June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 file

  Taubenböck, Hannes and Staab, Jeroen and Zhu, Xiao Xiang and Geiß, Christian and Dech, Stefan and Wurm, Michael (2018) Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data. ISPRS International Journal of Geo-Information, 7 (304), pp. 1-18. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/ijgi7080304 ISSN 2220-9964 file

  Tudose, Mihai and Anghel, Andrei and Cacoveanu, Remus and Datcu, Mihai (2018) Electronic Target for Ground Based SAR Displacement Measurements. In: 12th International Conference on Communications (COMM), pp. 1-4. 2018 International Conference on Communications (COMM), 14.-16. June 2018, Bucharest, Romania. DOI: 10.1109/ICComm.2018.8484748 file

  Tudose, Mihai and Anghel, Andrei and Cacoveanu, Remus and Datcu, Mihai (2018) Electronic target for bistatic/monostatic SAR systems. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 1-4. EUSAR 2018, 4.-7. June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 file

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  Vaduva, Corina and Danisor, Cosmin and Datcu, Mihai (2018) Joint SAR Image Time Series and PSInSAR Data Analytics: An LDA Based Approach. Remote Sensing, 10, 1436/1-1436/22. Multidisciplinary Digital Publishing Institute (MDPI). ISSN 2072-4292 file

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  Wang, Yuanyuan and Kang, Jian and Zhu, Xiao Xiang (2018) Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling. In: 2018 21st international conference on information fusion, pp. 1601-1606. FUSION 2018, 10.-13. Juli 2018, Cambridge, UK. DOI: 10.23919/ICIF.2018.8455498 ISBN 978-0-9964527-6-2 file

  Wang, Yuanyuan and Zhu, Xiao Xiang (2018) Robust nonlinear blind SAR tomography in urban areas. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, pp. 594-599. EUSAR 2018, 04.-07. Juni 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 ISSN 2197-4403 Volltext nicht frei. file

  Wang, Yuanyuan and Zhu, Xiao Xiang (2018) The SARptical dataset for joint analysis of SAR and optical image in dense urban area. In: International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1-4. IGARSS 2018, 21.-27. Juli 2018, Valencia, Spain. Volltext nicht frei. file

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  Wu, Xin and Hong, Danfeng and Chanussot, Jocelyn and Tao, Ran and Xu, Yang and Wang, Yue (2019) Fourier-based Rotation-invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection. IEEE Geoscience and Remote Sensing Letters. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1545-598X (In Press) Volltext nicht frei. file

  Wu, Xin and Hong, Danfeng and Ghamisi, Pedram and Li, Wei and Tao, Ran (2018) MsRi-CCF: Multi-Scale and Rotation-Insensitive Convolutional Channel Features for Geospatial Object Detection. Remote Sensing, 10, 1910/1-1910/20. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10121990 ISSN 2072-4292 file

  Wu, Xin and Hong, Danfeng and Tian, Jiaojiao and Chanussot, Jocelyn and Li, Wei and Tao, Ran (2019) ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features. IEEE Transactions on Geoscience and Remote Sensing, 57 (7), pp. 5146-5158. IEEE - Institute of Electrical and Electronics Engineers. ISSN 0196-2892 Volltext nicht frei. file

  Wu, Xin and Tao, Ran and Hong, Danfeng and Wang, Yue (2019) FrFT Convolutional Face: Towards Robust Face Recognition Using Fractional Fourier Transform and Convolutional Neural Networks. Science China Information Sciences. Science Press. ISSN 1674-733X (In Press) file

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  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

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  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

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  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. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs11060646 ISSN 2072-4292 (In Press) file

  Zhang, Guichen and Ghamisi, Pedram and Zhu, Xiao Xiang (2019) 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

  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

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