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PROCEEDINGS OF SPIE SPIEDigitalLibrary.org/conference-proceedings-of-spie Front Matter: Volume 10004 , "Front Matter: Volume 10004," Proc. SPIE 10004, Image and Signal Processing for Remote Sensing XXII, 1000401 (6 January 2017); doi: 10.1117/12.2263641 Event: SPIE Remote Sensing, 2016, Edinburgh, United Kingdom Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
PROCEEDINGS OF SPIE Image and Signal Processing for Remote Sensing XXII Lorenzo Bruzzone Francesca Bovolo Editors 26–28 September 2016 Edinburgh, United Kingdom Sponsored by SPIE Cooperating Organisations Innovation Centre for Sensor and Imaging Systems (United Kingdom) ADS Scotland (United Kingdom) The Knowledge Transfer Network (United Kingdom) Visit Scotland (United Kingdom) European Regional Development Fund (Belgium) Technology Scotland (United Kingdom) European Association of Remote Sensing Companies (Belgium) European Association of Remote Sensing Laboratories (Germany) The British Association of Remote Sensing Companies (United Kingdom) Remote Sensing & Photogrammetry Society (United Kingdom) Published by SPIE Volume 10004 Proceedings of SPIE 0277-786X, V. 10004 SPIE is an international society advancing an interdisciplinary approach to the science and application of light. Image and Signal Processing for Remote Sensing XXII, edited by Lorenzo Bruzzone, Francesca Bovolo, Proc. of SPIE Vol. 10004, 1000401 · © 2016 SPIE CCC code: 0277-786X/16/$18 · doi: 10.1117/12.2263641 Proc. of SPIE Vol. 10004 1000401-1 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
The papers in this volume were part of the technical conference cited on the cover and title page. Papers were selected and subject to review by the editors and conference program committee. Some conference presentations may not be available for publication. Additional papers and presentation recordings may be available online in the SPIE Digital Library at SPIEDigitalLibrary.org. The papers reflect the work and thoughts of the authors and are published herein as submitted. The publisher is not responsible for the validity of the information or for any outcomes resulting from reliance thereon. Please use the following format to cite material from these proceedings: Author(s), "Title of Paper," in Image and Signal Processing for Remote Sensing XXII, edited by Lorenzo Bruzzone, Francesca Bovolo, Proceedings of SPIE Vol. 10004 (SPIE, Bellingham, WA, 2016) Seven-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510604124 ISBN: 9781510604131 (electronic) Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time)· Fax +1 360 647 1445 SPIE.org Copyright © 2016, Society of Photo-Optical Instrumentation Engineers. Copying of material in this book for internal or personal use, or for the internal or personal use of specific clients, beyond the fair use provisions granted by the U.S. Copyright Law is authorized by SPIE subject to payment of copying fees. The Transactional Reporting Service base fee for this volume is $18.00 per article (or portion thereof), which should be paid directly to the Copyright Clearance Center (CCC), 222 Rosewood Drive, Danvers, MA 01923. Payment may also be made electronically through CCC Online at copyright.com. Other copying for republication, resale, advertising or promotion, or any form of systematic or multiple reproduction of any material in this book is prohibited except with permission in writing from the publisher. The CCC fee code is 0277-786X/16/$18.00. Printed in the United States of America. Publication of record for individual papers is online in the SPIE Digital Library. SPIEDigitalLibrary.org Paper Numbering: Proceedings of SPIE follow an e-First publication model. A unique citation identifier (CID) number is assigned to each article at the time of publication. Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication. SPIE uses a seven-digit CID article numbering system structured as follows: The first five digits correspond to the SPIE volume number. The last two digits indicate publication order within the volume using a Base 36 numbering system employing both numerals and letters. These two-number sets start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B … 0Z, followed by 10-1Z, 20-2Z, etc. The CID Number appears on each page of the manuscript. Proc. of SPIE Vol. 10004 1000401-2 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
Contents ix Authors xi Conference Committee SESSION 1 GEOCODING AND COREGISTRATION 10004 02 Geocoding uncertainty analysis for the automated processing of Sentinel-1 data using Sentinel-1 Toolbox software [10004-1] 10004 03 Statistical power of intensity- and feature-based similarity measures for registration of multimodal remote sensing images [10004-3] 10004 04 Evaluation of georeferencing methods with respect to their suitability to address unsimilarity between the image to be referenced and the reference image [10004-5] SESSION 2 PRE-PROCESSING AND RESOLUTION ENHANCEMENT 10004 05 Single band atmospheric correction tool for thermal infrared data: application to Landsat 7 ETM+ [10004-6] 10004 06 Efficiency analysis for 3D filtering of multichannel images [10004-7] 10004 07 Pansharpening remotely sensed data by using nonnegative matrix factorization and spectral-spatial degradation models [10004-8] 10004 08 Scatter-plot-based method for noise characteristics evaluation in remote sensing images using adaptive image clustering procedure [10004-9] 10004 09 Resolution enhancement of tri-stereo remote sensing images by super resolution methods [10004-10] SESSION 3 TARGET AND OBJECT DETECTION 10004 0A A novel method to detect shadows on multispectral images [10004-11] 10004 0B Tree detection in orchards from VHR satellite images using scale-space theory (Best Student Paper Award) [10004-12] 10004 0C Clairvoyant fusion: a new methodology for designing robust detection algorithms [10004-13] 10004 0D Demonstration of multispectral target locator using collocated RF antenna/LWIR joint sensor system and datacube [10004-14] iii Proc. of SPIE Vol. 10004 1000401-3 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
10004 0E Iterative matched filtering for detection of non-rare target materials in hyperspectral imagery [10004-15] SESSION 4 LIDAR DATA ANALYSIS 10004 0F A rule-based classification from a region-growing segmentation of airborne lidar [10004-16] 10004 0G A novel feature extraction methodology for region classification in lidar data [10004-17] 10004 0H A novel approach to internal crown characterization for coniferous tree species classification [10004-18] 10004 0I Graph-based segmentation of airborne lidar point clouds [10004-19] 10004 0J Building footprint extraction from digital surface models using neural networks [10004-20] SESSION 5 IMAGE CLASSIFICATION 10004 0K Domain adaptation based on deep denoising auto-encoders for classification of remote sensing images [10004-21] 10004 0L Classification of remote sensed images using random forests and deep learning framework [10004-22] 10004 0M The true false ground truths: What interest? [10004-23] 10004 0N Regions-of-interest extraction from remote sensing imageries using visual attention modelling [10004-24] SESSION 6 HYPERSPECTRAL IMAGE ANALYSIS I 10004 0P Accuracy assessment of blind and semi-blind restoration methods for hyperspectral images [10004-27] 10004 0Q Unsupervised component reduction of hyperspectral images and clustering without performance loss: application to marine algae identification [10004-28] 10004 0R Exploring the impact of wavelet-based denoising in the classification of remote sensing hyperspectral images [10004-29] 10004 0S Shadow extraction for urban area based on hyperspherical color sharpening information distortion [10004-73] iv Proc. of SPIE Vol. 10004 1000401-4 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
SESSION 7 HYPERSPECTRAL IMAGE ANALYSIS II 10004 0T Spectral-spatial classification of hyperspectral images with semi-supervised graph learning [10004-30] 10004 0U Ship classification in terrestrial hyperspectral data [10004-31] 10004 0V M-estimation for robust sparse unmixing of hyperspectral images [10004-32] 10004 0W Spectral-spatial hyperspectral image classification using super-pixel-based spatial pyramid representation [10004-33] SESSION 8 MULTITEMPORAL ANALYSIS AND CHANGE DETECTION 10004 0Y An end-user-oriented framework for RGB representation of multitemporal SAR images and visual data mining [10004-35] 10004 0Z A novel framework for change detection in bi-temporal polarimetric SAR images [10004-37] 10004 10 A segmentation-based approach to SAR change detection and mapping [10004-38] SESSION 9 ANALYSIS OF SAR DATA 10004 12 A real-time focused SAR algorithm on the Jetson TK1 board [10004-39] 10004 13 A simulation-based approach towards automatic target recognition of high resolution space borne radar signatures [10004-40] 10004 14 Oil spill characterization in the hybrid polarity SAR domain using log-cumulants [10004-42] 10004 15 Capability of geometric features to classify ships in SAR imagery [10004-43] JOINT SESSION: SAR DATA PROCESSING I 10004 16 Estimation of ice sheet attenuation by using radar sounder and ice core data [10004-44] 10004 17 A bat inspired technique for clutter reduction in radar sounder systems (Best Student Paper Award) [10004-45] 10004 19 An approach for SLAR images denoising based on removing regions with low visual quality for oil spill detection [10004-47] 10004 1A Full-aspect 3D target reconstruction of interferometric circular SAR [10004-48] v Proc. of SPIE Vol. 10004 1000401-5 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
POSTER SESSION 10004 1B Adaptive sidelobe reduction in SAR and INSAR COSMO-SkyMed image processing [10004-41] 10004 1C Analysis of the electronic crosstalk effect in Terra MODIS long-wave infrared photovoltaic bands using lunar images [10004-49] 10004 1D Processing of high spatial resolution information obtained from satellites of Resource-P series according to the level 1 [10004-50] 10004 1E Investigating the performance of a low-cost thermal imager for forestry applications [10004-52] 10004 1G A star identification algorithm for large FOV observations [10004-54] 10004 1H Towards real-time change detection in videos based on existing 3D models [10004-56] 10004 1I Remote sensing imagery classification using multi-objective gravitational search algorithm [10004-57] 10004 1J Water bodies extraction from high resolution satellite images using water indices and optimal threshold [10004-58] 10004 1K Vegetation extraction from high-resolution satellite imagery using the Normalized Difference Vegetation Index (NDVI) [10004-59] 10004 1N Image navigation and registration for the geostationary lightning mapper (GLM) [10004-62] 10004 1O A particle filter for multi-target tracking in track before detect context [10004-63] 10004 1P Monitoring of surface movement in a large area of the open pit iron mines (Carajás, Brazil) based on A-DInSAR techniques using TerraSAR-X data [10004-64] 10004 1Q An experimental comparison of standard stereo matching algorithms applied to cloud top height estimation from satellite IR images [10004-65] 10004 1R Modeling the coupling effect of jitter and attitude control on TDICCD camera imaging [10004-67] 10004 1S Development of image processing method to detect noise in geostationary imagery [10004-68] 10004 1T Data mining tools for Sentinel 1 and Sentinel 2 data exploitation [10004-69] 10004 1U Pansharpening in coastal ecosystems using Worldview-2 imagery [10004-70] 10004 1V Group sparsity based airborne wide angle SAR imaging [10004-72] 10004 1W Spectral curvature correction method based on inverse distance weighted interpolation [10004-74] vi Proc. of SPIE Vol. 10004 1000401-6 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
10004 1X Gravitational self-organizing map-based seismic image classification with an adaptive spectral-textural descriptor [10004-75] 10004 1Z Downscaling soil moisture using multisource data in China [10004-78] 10004 23 Prediction of object detection, recognition, and identification [DRI] ranges at color scene images based on quantifying human color contrast perception [10004-83] 10004 24 Region of interest extraction based on saliency detection and contrast analysis for remote sensing images [10004-85] 10004 25 Variable size small targets detection using density-based clustering combined with backtracking strategy [10004-86] vii Proc. of SPIE Vol. 10004 1000401-7 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
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Authors Numbers in the index correspond to the last two digits of the seven-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first five digits reflect the volume number. Base 36 numbering is employed for the last two digits and indicates the order of articles within the volume. Numbers start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B...0Z, followed by 10-1Z, 20-2Z, etc. Abramov, Sergey K., 06, 08, 0P Drozdowicz, J., 12 Abramova, Victoriya V., 08 Duan, Yu, 1G Akoguz, Alper, 09 Elefante, Stefano, 02 Alacid, Beatriz, 19 Erdnüß, Bastian, 04 AlMaazmi, Alya, 1J Eremeev, V., 1D AlShamsi, Meera R., 1K Espeseth, Martine M., 14 Amitrano, Donato, 0Y Espinoza Molina, Daniela, 1T Amrouche, Naima, 1O Fan, Jiayuan, 0N, 0W An, Ru, 1Z Farhi, Nezha, 07 Anglberger, H., 13 Feng, Lei, 1W Anzalone, Anna, 1Q Galve, Joan Miquel, 05 Argüello, Francisco, 0R Gama, Fabio F., 1P Asari, Vijayan K., 0G Gao, Wei, 1Z Baik, Hyun-Seob, 0E Garzelli, Andrea, 10 Bao, Qian, 1A Gaulton, R., 1E Barr, S. L., 1E Geng, Xu, 1C Berkani, Daoud, 1O Gil, Pablo, 19 Bi, Hui, 1V Gogineni, Sivaprasad, 16 Boukerch, Issam, 07 Gonzalo-Martin, Consuelo, 1U Bovolo, Francesca, 0H, 0Z Gross, Wolfgang, 0U Brekke, Camilla, 14 Guo, Qing, 0S Brüstle, Stefan, 04 Hao, Yanling, 1X Bruzzone, Lorenzo, 0H, 0K, 0Z, 16, 17 Harikumar, A., 0H Burton, Gregory, 1N Heras, Dora B., 0R Cabaleiro, José C., 0F, 0I Holt, Benjamin, 14 Cao, Senmao, 02 Hong, Wen, 1A Cariou, C., 0M, 0Q Hou, Liying, 1A Carrer, L., 17 Ibarrola-Ulzurrun, Edurne, 1U Caselles, Vicente, 05 Ilisei, Ana-Maria, 16 Cecinati, Francesca, 0Y Iodice, Antonio, 0Y Charbonnier, B., 0Q Isgrò, Francesco, 1Q Chehdi, Kacem, 03, 06, 08, 0M, 0P, 0Q Jang, Woo-Yong, 0D Chen, B., 0Q Jing, Juanjuan, 1W Chen, Yuehong, 1Z Jones, Cathleen E., 14 Chen, Zengping, 1G Kakas, George, 0D Chu, Donald, 1N Karoui, Moussa Sofiane, 07 Coll, César, 05 Kempf, T., 13 Cui, Shiyong, 0J Keskin, Göksu, 0U Dağlayan Sevim, Hazan, 0A Khenchaf, Ali, 1O Datcu, Mihai, 1T Khlopenkov, Konstantin V., 1S Davydova, Ksenia, 0J Kim, Kwang-Eun, 0E Demir, Begüm, 0K Kochergin, A., 1D Demroff, Howard, 1N Koehler, F. W., 0L De Oliveira, E., 0Q Kozhemiakin, Ruslan A., 06 Di Martino, Gerardo, 0Y Kulpa, K., 12 Djerriri, Khelifa, 07 Kuznetcov, A., 1D Doelling, David R., 1S Lai, Quan, 15 Doña, Carolina, 05 Lang, Haitao, 15 Dostálová, Alena, 02 Lee, Sung-Soon, 0E ix Proc. of SPIE Vol. 10004 1000401-9 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
Lenz, Andreas, 0U Schuchert, Tobias, 1H Levin, Ilia, 23 Schwartzkopf, W., 0L Li, Jilu, 16 Sertel, Elif, 09 Li, Yacan, 1W Shen, Xiao-ji, 1Z Li, Yulun, 1R Silva, Guilherme G., 1P Liao, Wenzhi, 0T Skrunes, Stine, 14 Lin, Yonggui, 25 Smigaj, M., 1E Lin, Yun, 1A, 1V Stein, Alfred, 0B Lombardi, Nunzia, 1B Suarez, J. C., 1E Lorusso, Rino, 1B Sun, Genyun, 1I, 1X Lu, Shijian, 0N, 0V, 0W Svetelkin, P., 1D Lukin, Vladimir V., 03, 06, 08, 0P Tan, Hui Li, 0N, 0W Luo, Renbo, 0T Tolpekin, Valentyn, 0B Lv, Jing, 24 Toomik, Maria, 0N, 0V, 0W Ma, Li, 15 Tuna, Caglayan, 09 Ma, Xiaoshan, 1R Unal, Gozde, 09 Mahour, Milad, 0B Uss, Mykhail, 03, 0P Marcello-Ruiz, Javier, 1U Valor, Enric, 05 Martínez, Jorge, 0F, 0I van Bezooijen, Roel W. H., 1N Mathieu, Pierre-Philippe, 0Y Varney, Nina M., 0G Middelmann, Wolfgang, 0U Vilariño, David L., 0F, 0I Milillo, Giovanni, 1B Vozel, Benoit, 03, 06, 08, 0P Miranda B., David, 0F Wagner, Wolfgang, 02 Mura, José C., 1P Wang, Hui-Lin, 1Z Naeimi, Vahid, 02 Wang, Qu, 0S Nelson, James D. B., 0V Wang, Shuang, 24 Ni, Wei, 1R Wang, Yi-nan, 1Z Niclòs, Raquel, 05 Wang, Ying, 1Z Niu, Zhaodong, 1G Wang, Zhe, 1Z Noyola, Michael, 0D Wang, Zhenjie, 1I Özışık Başkurt, Didem, 0A Wang, Zhipeng, 1C Paradella, Waldir R., 1P Wei, Zhonghao, 1V Park, James, 0D Wilson, Truman, 1C Pena, Tomás F., 0F, 0I Wu, Aisheng, 1C Pérez-Planells, Lluís, 05 Wu, Siwen, 15 Persson, Henrik, 02 Wu, Yirong, 1V Philips, Wilfried, 0T Xiao, Fangxiong, 25 Pi, Youguo, 0T Xiong, Xiaoxiong, 1C Pinsky, Ephi, 23 Yang, Shu S., 1N Piramanayagam, S., 0L Yang, Zhen, 1R Pirrone, Davide, 0Z Yardımcı Çetin, Yasemin, 0A Poshekhonov, V., 1D Yaron, Ofer, 23 Presniakov, O., 1D You, Jia-jun, 1Z Quaye-Ballardd, Jonathan Arthur, 1Z Yu, Lingjuan, 1A Quesada-Barriuso, Pablo, 0R Zenin, V., 1D Radecki, K., 12 Zhang, Aizhu, 1I Reinartz, Peter, 0J Zhang, Bingchen, 1V Riccio, Daniele, 0Y Zhang, Haiying, 25 Rivera, Francisco F., 0F, 0I Zhang, Hongqun, 0S Riz, Emanuele, 0K Zhang, Hongyan, 0T Rubel, Oleksii S., 06 Zhang, Libao, 24 Ruello, Giuseppe, 0Y Zhang, Mo, 0P Ruf, Boitumelo, 1H Zhang, Yu, 1Z Saber, E., 0L Zhou, Jinsong, 1W Salberg, Arnt-Børre, 14 Zoppetti, Claudia, 10 Samczynski, P., 12 Sánchez, Juan Manuel, 05 Sargent, Garrett C., 0G Schaum, Alan, 0C Schilling, Hendrik, 0U x Proc. of SPIE Vol. 10004 1000401-10 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
Conference Committee Symposium Chair Klaus Schäfer, (Retired) Karlsruhe Institute of Technology, Institute of Meteorology and Climate Research (Germany) Symposium Co-chairs Christopher M. U. Neale, University of Nebraska-Lincoln, Daugherty Water for Food Institute (United States) Iain H. Woodhouse, The University of Edinburgh, Geography and the Lived Environment Research Institute (United Kingdom) Conference Chair Lorenzo Bruzzone, Universitá degli Studi di Trento (Italy) Conference Co-chairs Francesca Bovolo, Fondazione Bruno Kessler (Italy) Jon Atli Benediktsson, University of Iceland (Iceland) Conference Program Committee Selim Aksoy, Bilkent University (Turkey) Luciano Alparone, Universitá degli Studi di Firenze (Italy) José M. Bioucas-Dias, Universidade Técnica de Lisboa (Portugal) Gustavo Camps-Valls, Universitat de València (Spain) Jocelyn Chanussot, Laboratoire des Images et des Signaux (France) Chi-Hau Chen, University of Massachusetts Dartmouth (United States) Fabio Dell'Acqua, Universitá degli Studi di Pavia (Italy) Begüm Demir, Universitá degli Studi di Trento (Italy) Peijun Du, Nanjing University (China) Giles M. Foody, The University of Nottingham (United Kingdom) Andrea Garzelli, Universitá degli Studi di Siena (Italy) Jordi Inglada, Centre d'Etudes Spatiales de la Biosphère (France) Gabriele Moser, Universitá degli Studi di Genova (Italy) Allan A. Nielsen, Technical University of Denmark (Denmark) Ryuei Nishii, Kyushu University (Japan) Antonio J. Plaza Miguel, Universidad de Extremadura (Spain) John A. Richards, The Australian National University (Australia) Josiane B. Zerubia, INRIA Sophia Antipolis - Méditerranée (France) xi Proc. of SPIE Vol. 10004 1000401-11 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
Session Chairs 1 Geocoding and Coregistration Lorenzo Bruzzone, Universitá degli Studi di Trento (Italy) 2 Pre-processing and Resolution Enhancement Andrea Garzelli, Universitá degli Studi di Siena (Italy) 3 Target and Object Detection Benoit Vozel, Université de Rennes 1 (France) 4 Lidar Data Analysis Lorenzo Bruzzone, Universitá degli Studi di Trento (Italy) 5 Image Classification Lorenzo Bruzzone, Universitá degli Studi di Trento (Italy) 6 Hyperspectral Image Analysis I Begüm Demir, Universitá degli Studi di Trento (Italy) 7 Hyperspectral Image Analysis II Allan A. Nielsen, Technical University of Denmark (Denmark) 8 Multitemporal Analysis and Change Detection Francesca Bovolo, Fondazione Bruno Kessler (Italy) 9 Analysis of SAR Data Lorenzo Bruzzone, Universitá degli Studi di Trento (Italy) Joint Session: SAR Data Processing I Lorenzo Bruzzone, Universitá degli Studi di Trento (Italy) Joint Session: SAR Data Processing II Claudia Notarnicola, EURAC (Italy) xii Proc. of SPIE Vol. 10004 1000401-12 Downloaded From: https://www.spiedigitallibrary.org/conference-proceedings-of-spie on 26 Sep 2021 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
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