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Einträge mit Themengebiet "Institut für Methodik der Fernerkundung > EO Data Science"

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Anzahl der Einträge auf dieser Ebene: 83.

A

  Adam, Fathalrahman und Mönks, Milena und Esch, Thomas und 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 und Cacoveanu, Remus und Datcu, Mihai (2018) Repeat-Pass Spaceborne Transmitter-Stationary Receiver Bistatic Sar Interferometry - First Results. In: 2018 IEEE International Geoscience and Remote Sensing Symposium, Seiten 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. DOI: 10.1109/IGARSS.2018.8517288 Volltext nicht frei. file

  Ao, Dongyang und 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, Seiten 1-4. EUSAR 2018, 7.-10. June 2018, Aachen, Germany. file

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

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

B

  Bagheri, Hossein und Schmitt, Michael und 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), Seiten 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. file

  Bagheri, Hossein und Schmitt, Michael und Zhu, Xiao Xiang (2019) Fusion of Urban Tandem-X Raw Dems Using Variational Models. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1939-1404 (im Druck) Volltext nicht online.

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

  Bagheri, Hossein und Schmitt, Michael und d’Angelo, Pablo und 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, Seiten 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 und Rossi, Cristian und Lachaise, Marie und Zhu, Xiao Xiang und 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), Seiten 6469-6483. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2839027 ISSN 0196-2892 file

C

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

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

D

  Danisor, Cosmin und 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, Seiten 1-4. EUSAR 2018, 4th-7th June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 Volltext nicht frei. file

  Danisor, Cosmin und 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, Seiten 1-4. EUSAR 2018, 4th-7th June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 Volltext nicht frei. file

  Danisor, Cosmin und Fornaro, Gianfranco und Antonio, Pauciullo und 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), Seiten 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. DOI: 10.1109/IGARSS.2018.8518752 Volltext nicht frei. file

  Dumitru, Corneliu Octavian und Schwarz, Gottfried und 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), Seiten 1571-1592. IEEE - Institute of Electrical and Electronics Engineers. ISSN 1939-1404 Volltext nicht online.

  Dumitru, Corneliu Octavian und Schwarz, Gottfried und 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 und Schwarz, Gottfried und 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 und Schwarz, Gottfried und 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 und Schwarz, Gottfried und Datcu, Mihai (2018) 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 und Rodriguez Gonzalez, Fernando und Wang, Yuanyuan und Shi, Yilei und 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), Seiten 3743-3756. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/JSTARS.2018.2851752 ISSN 1939-1404 file

  Grivei, Alexandru-Cosmin und 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), Seiten 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. DOI: 10.1109/IGARSS.2018.8518615 Volltext nicht frei. file

  Grohnfeldt, Claas und Schmitt, Michael und 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), Seiten 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. file

H

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

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

  Hong, Danfeng und Yokoya, Naoto und Chanussot, Jocelyn und 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 und Yokoya, Naoto und Chanussot, Jocelyn und Zhu, Xiao Xiang (2019) An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing. IEEE Transactions on Image Processing, Seiten 1-17. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TIP.2018.2878958 ISSN 1057-7149 (im Druck) Volltext nicht frei. file

  Hong, Danfeng und Yokoya, Naoto und Ge, Nan und Chanussot, Jocelyn und 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, Seiten 193-205. EIsevier. DOI: 10.1016/j.isprsjprs.2018.10.006 ISSN 0924-2716 Volltext nicht frei. file

  Hong, Danfeng und Yokoya, Naoto und Xu, Jian und Zhu, Xiao Xiang (2018) Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification. European Conference on Computer Vision (ECCV) 2018, 08.-14. Sep. 2018, Munich, Germany. file

  Hong, Danfeng und Yokoya, Naoto und Zhu, Xiao Xiang und 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 und 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 (im Druck) Volltext nicht frei. file

  Hu, Jingliang und Ghamisi, Pedram und 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), Seiten 1-20. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/ijgi7090379 ISSN 2220-9964 file

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

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

  Hughes, Lloyd und Auer, Stefan und 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), Seiten 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 und Schmitt, Michael und 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), Seiten 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spanien. DOI: 10.1109/IGARSS.2018.8517355 file

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

J

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

K

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

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

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

  Kang, Jian und Wang, Yuanyuan und 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), Seiten 1-4. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spain. file

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

L

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

  Li, Qingpeng und Mou, Lichao und Liu, Qingjie und Wang, Yunhong und 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), Seiten 7147-7161. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2848901 ISSN 0196-2892 Volltext nicht online.

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

  Lyu, Haobo und Lu, Hui und Mou, Lichao und Li, Wenyu und Wright, Jonathon und Li, Xuecao und Li, Xinlu und Zhu, Xiaoxiang und Wang, Jie und Yu, Le und 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), Seiten 471-493. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10030471 ISSN 2072-4292 file

M

  Montazeri, Sina und Gisinger, Christoph und Eineder, Michael und 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), Seiten 2613-2632. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2017.2769078 ISSN 0196-2892 Volltext nicht frei. file

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

  Mou, Lichao und Bruzzone, Lorenzo und 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, Seiten 1-12. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2863224 ISSN 0196-2892 (im Druck) Volltext nicht online.

  Mou, Lichao und 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), Seiten 6699-6711. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2841808 ISSN 0196-2892 Volltext nicht online.

N

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

Q

  Qiu, Chunping und Schmitt, Michael und Ghamisi, Pedram und 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, Seiten 931-936. ISPRS TC II Mid-term Symposium 2018, 04.-07. Juni 2018, Riva del Garda, Italien. file

  Qiu, Chunping und Schmitt, Michael und Mou, LiChao und 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, Seiten 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 und Schmitt, Michael und Mou, Lichao und Ghamisi, Pedram und 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), Seiten 1-14. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/rs10101572 ISSN 2072-4292 file

  Qiu, Chunping und Schmitt, Michael und 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, Seiten 218-231. EIsevier. DOI: 10.1016/j.isprsjprs.2017.12.006 ISSN 0924-2716 Volltext nicht online.

R

  Radoi, Anamaria und 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, Seiten 1-4. IGARSS 2018, 22.-27. July 2018, Valencia, Spain. DOI: 10.1109/IGARSS.2018.8519432 Volltext nicht frei. file

S

  Schmitt, Michael und Hughes, Lloyd und Körner, Marco und 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, Seiten 1045-1051. ISPRS Technical Commission Symposium 2018, 04.-07. Juni 2018, Riva del Garda, Italien. file

  Schmitt, Michael und 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. ISPRS TCI Symposium 2018, 10. - 12. Okt. 2018, Karlsruhe, Germany. ISSN 2194-9042 Volltext nicht online.

  Shahzad, Muhammad und Maurer, Michael und Fraundorfer, Friedrich und Wang, Yuanyuan und Zhu, Xiao Xiang (2019) Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. IEEE Transactions on Geoscience and Remote Sensing, Seiten 1-17. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2864716 ISSN 0196-2892 (im Druck) Volltext nicht online.

  Shahzad, Muhammad und Maurer, Michael und Fraundorfer, Friedrich und Wang, Yuanyuan und 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), Seiten 4367-4370. IGARSS 2018, 22.-27. Juli 2018, Valencia, Spanien. file

  Shi, Yilei und Li, Qingyu und 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 (im Druck) Volltext nicht online.

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

  Shi, Yilei und Wang, Yuanyuan und Kang, Jian und Lachaise, Marie und Zhu, Xiao Xiang und Bamler, Richard (2018) 3D reconstruction from very small TanDEM-X stacks. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, Seiten 257-260. VDE. EUSAR 2018, 04.-07. Juni 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 file

  Shi, Yilei und Zhu, Xiao Xiang und 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 (im Druck) Volltext nicht online.

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

  Shi, Yilei und Zhu, Xiao Xiang und Yin, Wotao und 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), Seiten 6148-6158. IEEE - Institute of Electrical and Electronics Engineers. DOI: 10.1109/TGRS.2018.2832721 ISSN 0196-2892 file

T

  Tanase, Radu und Schwarz, Gottfried und 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, Seiten 1-4. EUSAR 2018, 4.-7. June 2018, Aachen, Germany. ISBN 978-3-8007-4636-1 Volltext nicht frei. file

  Taubenböck, Hannes und Staab, Jeroen und Zhu, Xiao Xiang und Geiß, Christian und Dech, Stefan und 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), Seiten 1-18. Multidisciplinary Digital Publishing Institute (MDPI). DOI: 10.3390/ijgi7080304 ISSN 2220-9964 file

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

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

V

  Vaduva, Corina und Danisor, Cosmin und Datcu, Mihai (2018) Joint SAR Image Time Series and PSInSAR Data Analytics: An LDA Based Approach. Remote Sensing, 10 (9), Seiten 1-22. Multidisciplinary Digital Publishing Institute (MDPI). ISSN 2072-4292 file

W

  Wang, Yuanyuan und Kang, Jian und Zhu, Xiao Xiang (2018) Fusion of SAR interferometry and social media images for 4D urban modeling. In: 2018 21st international conference on information fusion, Seiten 1601-1606. FUSION 2018, 10.-13. Juli 2018, Cambridge, UK. file

  Wang, Yuanyuan und Zhu, Xiao Xiang (2018) Robust nonlinear blind SAR tomography in urban areas. In: Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR, Seiten 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 und 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), Seiten 1-4. IGARSS 2018, 21.-27. Juli 2018, Valencia, Spain. Volltext nicht frei. file

X

  Xia, Gui-Song und Bai, Xiang und Ding, Jian und Belongie, Serge und Luo, Jiebo und Datcu, Mihai und Pelilo, Marcello und 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), Seiten 1-10. CVPR 2018, 18.-22. June 2018, Salt Lake City, Utah. Volltext nicht frei. file

Y

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

Z

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