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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 Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV, edited by Miguel Velez-Reyes, David W. Messinger, Proceedings of SPIE Vol. 10986 (SPIE, Bellingham, WA, 2019) Seven-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510626379 ISBN: 9781510626386 (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 Copyright © 2019, 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/19/$18.00. Printed in the United States of America by Curran Associates, Inc., under license from SPIE. Publication of record for individual papers is online in the SPIE Digital Library. 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:
AuthorsNumbers 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. Aberra, Dawit, 09 Albert, Loren P., 0G Allen, David W., 02, 0F, 0G, 0W Alonso, Luis, 0G An, Seung Hwan, 17 Anastasiadis, Johannes, 1T Anthony, Keith D., 0R Arvidson, Carl, 0Y Ash, Joshua N., 03 Ayhan, Bulent, 1J Bekit, Adam, 0A, 0P Bichra, M., 0I Bonifazi, Giuseppe, 1S Borghetti, Brett J., 0R, 0V Breshike, Christopher J., 0K, 0Q Broadwater, Joshua B., 04 Brown, Jarrod P., 06 Buchanan, S. Chase, 1F Budack, Norman, 0K Budavari, Bence, 1J Buleri, Christine, 0H Card, Darrell B., 06 Chang, Chein-I, 0A, 0P, 1L, 1M, 1O Chen, Shuhan, 1N, 1O Chou, Bryan, 16 Christiansen, Kevin P., 0W Churchill, Layne R., 0Z Conrad, Jessica, 0N Cordell, Christopher E., 0Z Craig, Stephanie, 1F Cushman, K. C., 0G Cusumano, Carl J., 1H Czaja, Wojciech, 0X, 1B Damadeo, Robert, 0H Del Valle, Sara, 0N Della Porta, Charles, 0A, 0P Desai, Meera A., 1D DeWitt, Kristin, 0J, 1A Diaz, Carlos D., 1G Dittrich, P.-G., 0I Dong, Chunhua, 09 Driggers, Ronald, 0Y Dupuis, Julia R., 1F Durell, Chris, 02 Durkee, Nicholas, 03 Fairchild, Geoffrey, 0N Feng, Zhenyuan, 1V Fiorino, Steven, 18 Fleuret, J., 1X Ford, William P., 08, 1C Fowl, Liam, 0X Franz, Anthony L., 1G Furstenberg, Robert, 0K, 0Q Furxhi, Orges, 0Y Gasbarrone, Riccardo, 1S Generous, Nicholas, 0N Gilchrist, John R., 02 Goldblum, Micah, 0X Gribben, David, 1J Gross, Kevin C., 0V Guo, Youliang, 1U Hagen, Leif, 16 Hague, Emma J., 08, 1C Halterman, Alexander Cheff, 0H Hill, Charles, 0H Howells, C., 1R Hu, Peter F., 1L, 1M Hutyra, Lucy R., 0F Ibarra-Castanedo, C., 1X Illmann, Raik, 1I Immel, Poppy G., 1D Ito, Takaaki, 14 Ito, Tomonori, 14 Jansing, E. David, 04 Kamuda, Mark, 08 Kapsin, Nathan, 0S Kaufman, Jason R., 1H Kavalerov, Ilya, 1B Kellner, James R., 0G Kendziora, Christopher A., 0K, 0Q Kim, Y., 0Q Koperski, Krzysztof, 16 Krippner, Wolfgang, 1T Kwan, Chiman, 16, 1J Lambrakos, S. G., 0Q, 1R Lampe, Bernard, 0A, 0P Lei, L., 1X Li, Jiang, 16 Li, Xiaorun, 1N, 1O Love, Steven P., 0O Macfarlane, Fraser, 19 Maldague, X., 1X Manore, Carrie, 0N Mansur, David, 1F Marciniak, Michael A., 1G Marrs, Julia K., 0F Marshall, Stephen, 19 Martin, Jacob A., 0V Mayo, T., 1R Mazzotti, Frank, 0Y McGill, R. Andrew, 0K, 0Q Meola, Joseph, 03, 17, 1H Messinger, David W., 11 Metcalf, Jeremy P., 07 Moody, Daniela I., 1D Moore, Eric T., 08, 1C Murchison, Luke, 0H Murphy, James M., 0S Murray, Paul, 19 Naghedolfeizi, Masoud, 09 Nakaya, Daiki, 14 Nguyen, Viet, 0K Notni, Gunther, 0I, 1I Obland, Michael, 0H Olsen, Richard C., 07 Parikh, Nidhi, 0N Perez, Daniel, 16 Pfützenreuter, C., 0I Phenis, Adam, 0H Prussing, Keith F., 0Z Puente León, Fernando, 1T Radtke, L., 0I Rameau, J. D., 1F Ramsey, S., 1R Rankin, Blake M., 04 Ratliff, Bradley M., 1H Refeld, Randall, 0N Ren, Christopher X., 15 Resmini, Ronald G., 0W Rosenberger, Maik, 0I, 1I Saludez, Christian L., 06 Satori, Shin, 14 Serranti, Silvia, 1S Sfarra, S., 1X Shabaev, A., 0Q, 1R Shang, Xiaodi, 1L, 1M Shen, Yuzhong, 16 Shiwa, Mitsuharu, 14 Shrestha, Ashish, 05, 1W Siraj, Amir, 0N Skauli, Torbjørn, 0E Steward, Bryan J., 0R Stiehler, D., 0I Sun, Qiupeng, 1V Taufique, Abu Md Niamul, 11 Theiler, James, 0O, 15 Thomas, Grant, 18 Torkildsen, Hans Erling, 0E Turk, Johanna, 08, 1C Usamentiaga, R., 1X Vaca-Castano, Gonzalo, 0Y Valenta, Christopher R., 0Z Wagner, Michael C., 06 Welsh, Chad M., 06 Wenny, Brian, 05 Westing, Nicholas M., 0V White, Henry, 19 Wolfmeyer, Scott, 18 Wurst, Nathan P., 17 Xiang, Dan, 10 Xiong, Xiaoxiong, 05, 1W Xue, Bai, 0A, 1L, 1M, 1O Yacoby, Shimshone, 0H Yang, Han, 1N Yoon, Yohan, 0K Yum, Honam, 10 Zacharias, Anissa, 0Z Zeng, Xiangyan, 09 Zhang, Junping, 1U, 1V Zhao, Liaoying, 1O Zhong, Shengwei, 1L, 1M, 1U, 1V Ziemann, Amanda, 0N, 15 Zong, Yuqin, 0G Conference CommitteeSymposium Chairs
Symposium Co-chair
Conference Chairs
Conference Program Committee
Session Chairs
IntroductionThis year marked the 25th edition of the SPIE conference Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery. This was a very important milestone for our community. The field of multispectral and hyperspectral imaging has grown enormously over the past 30 years and this conference has been one of its most important forums since 1994. On this 25d anniversary, we celebrated the contributions of those chairs who came before us: Dr. Sylvia S. Shen of The Aerospace Corporation (United States), Dr. Paul E. Lewis of the National Geospatial-Intelligence Agency (United States), Dr. Fred Kruse of the Naval Postgraduate Academy (United States), Dr. Michael R. Descour from The University of Arizona (United States), and Dr. A. Evan Iverson of SAIC (United States). Also, we are grateful to all of those who served on the Program Committee during those years. The conference was established in 1994 with Dr. A. Evan Iverson as Conference Chair. He chaired until 1997. In 1997, Dr. Sylvia S. Shen became Conference Chair and led it until 2013. From 1998 to 2001, the conference was Co-chaired by Dr. Michael R. Descour, and from 2002 to 2013 by Dr. Paul E. Lewis. Under Sylvia and Paul’s leadership, the conference experienced enormous growth and set the foundation for this outstanding conference. Dr. Fred Kruse co-chaired the conference with Dr. Miguel Velez-Reyes until 2015. Since 2015, Dr. Velez-Reyes and Dr. David W. Messinger have been the Co-chairs. The conference originated in 1994 with 20 papers and over its 25 years, more than 1,400 papers have been published in the conference proceedings. This year’s conference included 44 oral presentations from 11 organized sessions held 16–18 April 2019 and 14 papers in the Poster Session. A special session was held on 17 April to celebrate the 25th edition of the conference. As we look forward to the next 25 years, it is our responsibility to continue the legacy of those who came before us and to keep this forum vibrant and relevant. Miguel Velez-Reyes David W. Messinger |