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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 Ninth International Conference on Machine Vision (ICMV 2016), edited by Antanas Verikas, Petia Radeva, Dmitry P. Nikolaev, Wei Zhang, Jianhong Zhou, Proceedings of SPIE Vol. 10341 (SPIE, Bellingham, WA, 2017) Seven-digit Article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510611313 ISBN: 9781510611320 (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 © 2017, 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/17/$18.00. Printed in the United States of America. Publication of record for individual papers is online in the SPIE Digital Library.
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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. Abdessamad, Jalila, 29 Abid, Mohamed, 2F Afanasyev, Ilya, 1K Aghdam, Hamed H., 28 Akil, Mohamed, 19 Akouaydi, Hanen, 0F Alharbi, Mfawez, 2G Ali, Haider, 1I Alimi, Adel M., 0B, 0D, 0E, 0F, 0G, 11, 27, 2B, 2J, 2M Amiri, Hamid, 23 Aralasmak, Ayse, 1W Arlazarov, Vladimir, 0P, 0Q Arlazarov, Vladimir, 0Y Arous, Najet, 0Z Asadchikov, Victor, 1B Baklouti, Nesrine, 2M Bal, Artur, 0X, 2C Barreira, N., 1T Battigaglia, Andrew, 2H Battini Sönmez, Elena, 0J Bedoui, Mohamed Hédi, 19 Bellil, Wajdi, 12 Ben Ali, Ramzi, 1V Ben Amar, Chokri, 02, 07, 0A, 12, 1Z, 2E, 2K Ben Ammar, Anis, 02, 1Z Ben Aoun, Najib, 07 Ben Ayed, Abdelkarim, 2B, 2J Ben Halima, Mohamed, 11, 27, 2B, 2J Benesova, Wanda, 0T Benhammouda, Marwa, 2B Benzarti, Faouzi, 23 Bernstein, Alexander, 1O Bezmaternykh, Pavel, 0P Bhat, Sudhanva, 26 Bilsel, Kerem, 1W Borys, Damian, 18 Boubaker, Houcine, 0G Bouhlel, Mohamed Salim, 06, 0H Bouhlel, Noura, 02 Boujnah, Noureddine, 06, 0H Boussetta, Sana, 1X Bouteldja, Samia, 20 Braham, Yosra, 19 Brahimi, Sourour, 07 Bulatov, Konstantin, 0O, 0Y Burnaev, Evgeny, 03 Buyval, Alexander, 1K Buzmakov, Alexey, 1B Bykov, Dmitry, 1E Bzowski, Pawel, 18 Cangelosi, Angelo, 0J Cao, Jianting, 0R, 0V Chaabene, Marwa, 14, 1V, 1V, 2L Chaabouni, Aymen, 0G Charfeddine, Maha, 0A Chen, Feng, 1L Cherif, Sahar, 2M Chernov, Timofey, 0Y Chukalina, Marina, 1B Cichocki, Andrzej, 0V Crainic, Marius Florin, 1J Crisan, Septimiu, 21 Cui, Gaochao, 0R, 0V Danch-Wierzchowska, Marta, 18 de With, Peter H. N., 1U Denisova, Anna, 25 Dhibi, Naziha, 12 Dias, Miguel, 0C Díaz Pulido, Angélica, 0I Ding, Mingli, 0K Dolga, Valer, 1J Durner, Maximilian, 1I Ejbali, Ridha, 05 El Bendadi, Khawla, 2I ElAdel, Asma, 29 Elkefi, Akram, 12, 2E Elleuch, Hanene, 0D Emerich, Simina, 17, 21 Faradjev, Igor, 0O, 1N Fedorenko, Fedor, 1R Feki, Ghada, 1Z Fendri, Emna, 04 Feng, Yifei, 1M Filali, Ameni, 0Z Frackiewicz, Mariusz, 1G, 1H Fu, Wuyifang, 0K Gashnikov, M. V., 10, 1F Ghabri, Sawsen, 0E Gnouma, Mariem, 05 Gui, Lihua, 0V Hachaj, Tomasz, 09, 0N Hachani, Meha, 22 Hachicha, Soumaya, 2E Hammami, Mohamed, 04 Hamrouni, Kamel, 1X Heravi, Elnaz J., 28 Hillenbrand, Ulrich, 1I Hmayda, Mounira, 14 Hmida, Marwa, 1X Huang, Baoxiang, 16 Huang, Xianglin, 0S Huo, Zhixiang, 1L Ilin, Dmitry, 0Q Ingacheva, Anastasia, 1B Isaza Narváez, Claudia, 0I Jabnoun, Hanen, 23 Janiszewski, Igor, 0O Jaouedi, Neziha, 06, 0H Jardim, David, 0C Jarraya, Islem, 0B Jemai, Olfa, 2K Jemmali, Mehdi, 2G Jeon, In S., 2D Jiang, Weifeng, 1M Jlassi, Chiraz, 0Z Kadushnikov, Radi, 1E Kececi, Emin Faruk, 1W Khanipov, Timur, 03, 2A Kherallah, Monji, 0L Khwildi, Raoua, 22 Kim, HoWon, 24 Kim, Jaehwan, 24 Kleinsteuber, Martin, 1I Kobayashi, Toshiki, 0R Koptelov, Ivan, 03 Koptyra, Katarzyna, 09, 0N Kordecki, Andrzej, 0X, 2C Kourgli, Assia, 20 Krivtsov, Valeriy, 1C Ksibi, Amel, 02 Kunina, I. A., 2A Kuznetsova, E. G., 2A Lahmar, Ines, 2J Lakhdar, Yissam, 2I Lefkovits, László, 17, 21 Lefkovits, Szidónia, 17 Lei, Qujiang, 08 Li, Kuan, 1Y Li, Yongqiang, 0K Limonova, Elena, 0P, 0Q, 13, 1C Liu, Bowen, 15 Liu, Yang, 0M Lu, Guoping, 1M Maalej, Mohamed Amin, 2F Magid, Evgeni, 1K Mahfoudhi, Adel, 2F Malutan, Raul, 21 Manzhikov, Temudzhin, 0O Márton, Zoltán, 1I Mezghani, Eya, 0A Mitekin, Vitaly, 1A Mizgulin, Vyacheslav, 1E Mohammad Sadeghi, Majid, 1W Moldovan, Cristian, 1J Mosquera, A., 1T Mukovozov, Arseniy, 13 Myasnikov, Evgeny, 1D Myasnikov, Vladislav, 1F, 25 N, Arunachalam, 26 Nicolas, Henri, 0A Nikolaev, Dmitry P., 0P, 0Q, 0Y, 13, 1B, 1C, 2A Njah, Sourour, 0F Novikov, German, 03 Nunes, Luís, 0C Ogiela, Marek R., 09, 0N Olesova, Veronika, 0T Ouarda, Wael, 0B, 0E Oules Zaid, Azza, 22 Palus, Henryk, 0X, 1G, 1H, 2C Pan, Zhenkuan, 15, 16 Panat, Sreedath, 26 Panchenko, A. V., 1Q Pena-Verdeal, H., 1T Perner, Petra, 1P Polatsek, Patrik, 0T Polevoy, Dmitri V., 0W Postnikov, V. V., 0W, 1Q Preitl, Stefan, 1J Prun, Viktor E., 0W Psiuk-Maksymowicz, Krzysztof, 18 Puig, Domenec, 28 Pulido Castelblanco, Luis, 0I Rebai Boukhriss, Rania, 04 Rebai, Rim, 2F Reshetnyak, N. V., 1Q Saeijs, Ronald W.J.J., 1U Said, Salwa, 2K Sakkari, Mohamed, 2L Samet, Anis, 0D Samohin, A. M., 1Q Sánchez, L., 1T Sánchez, N., 1T Sandru, Lucian Alexandru, 1J Savu, Diana, 1J Sbai, El Hassan, 2I Selmi, Zied, 27 Shemiakina, Julia, 1N Sheshkus, Alexander, 1C Skoryukina, Natalya, 0Y Slavin, Oleg, 0O Snasel, Vaclav, 2M Solaiman, Basel, 1X Studenok, Sergey, 1E Sutter, Noah, 2H Tagougui, Najiba, 0L Terekhin, A. P., 2A Tjon A Ten, Walther E., 1U Turki, Houssem, 11 Usilin, Sergey, 1R Vaida, Mircea Florin, 17 Wali, Ali, 0D, 27 Wan, Yongtao, 1L Wang, Dongsheng, 0R, 0V Wang, Guodong, 16 Wang, Jiayun, 0U Wang, Likang, 0U Wang, Qingjie, 1S Wang, Shourun, 15 Watabe, Daishi, 0R Wei, Weibo, 15 Wisse, Martijn, 08 Wu, Jiayi, 1S Xin, Jingmin, 1S Xu, Ye, 0S Yahia, Hamdi, 0G Yahia, Siwar, 2K Yakimchuk, Ivan, 1B Yang, Hongyun, 1Y Yang, Lifang, 0S Ye, Lulin, 1M Yebra-Pimentel, E., 1T Yin, Jianping, 1Y Yoo, Suk I., 2D Zaghbani, Soumaya, 06, 0H Zaied, Mourad, 05, 14, 1V, 29, 2K, 2L Zhang, Jinpeng, 16 Zhang, Ye, 1M Zhang, Yongqiang, 0K Zhao, Lili, 1Y Zhao, Qibin, 0V Zheng, Nanning, 1S Zhukovsky, Alexander, 1N Zu, Jian, 0U Conference CommitteeInternational Advisory Committee
Conference Chairs
Program Chairs
Publication Chair Technical Committee
IntroductionDear Distinguished Delegates and Guests, The Organizing Committee warmly welcomes you to 2016 the 9th International Conference on Machine Vision (ICMV 2016), held during November 18-20, 2016, in Nice, France. The ICMV 2016 aims to present the latest research and results of scientists (Professors, students, PhD Students, engineers, and post-doc scientists) related to Machine Vision. The conference provides opportunities for the different areas delegates to exchange new ideas and application experiences face to face, to establish business or research relations and to find global partners for future collaboration. The keynote speeches from leading experts in the field from all around the globe will present state-of-art in all major fields of Machine Vision. The highly selective peer-review progress will guarantee the quality of accepted papers that will be published by SPIE. After the peer-review process, the submitted papers were selected on the basis of originality, significance, and clarity for the purpose of the conference. The selected papers and additional late-breaking contributions presented as lectures will make an exciting technical program. The proceeding records the fully referred papers presented at the conference. The main conference theme and track is Machine Vision. We hope all participants and other interested readers benefit scientifically form the proceedings and it stimulating in the process. On behalf of the conference committees, we’re glad to have the pleasure to cordially invite you to this outstanding event, to share your latest research findings and/or R&D works with the research community by submitting papers to this conference. Looking forward to seeing you in Nice, for ICMV 2016. With our warmest regards, The Organizing Committees November 18-20, 2016 Nice, France |
