The papers included 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. The papers published in these proceedings 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 this book: Author(s), “Title of Paper,” in Seventh International Conference on Machine Vision (ICMV 2014), edited by Antanas Verikas, Branislav Vuksanovic, Petia Radeva, Jianhong Zhou, Proceedings of SPIE Vol. 9445 (SPIE, Bellingham, WA, 2015) Article CID Number. ISSN: 0277-786X ISBN: 9781628415605 Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time) o Fax +1 360 647 1445 SPIE.org Copyright © 2015, 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/15/$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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The CID Number appears on each page of the manuscript. The complete citation is used on the first page, and an abbreviated version on subsequent pages. AuthorsNumbers in the index correspond to the last two digits of the six-digit citation identifier (CID) article numbering system used in Proceedings of SPIE. The first four 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. Adami, Nicola, 14 Ahlberg, Carl, 1Y Ahmed, Mushtaq, 1B, 26 Akhoury, Sharat Saurabh, 23 Akkoç, Betül, 12 Akoushideh, Alireza, 0V Alimi, Adel M., 0B Alrajeh, Abdullah, 27 Ambros, Peter F., 1K Amiri, Mohammad, 0D Aoki, Yoshimitsu, 06 Arslan, Ahmet, 12 Asiltürk, Ilhan, 25 Azmedroub, Boussad, 0R Badal, Tapas, 1B Balla-Árabé, Souleymane, 0J Barreira, N., 1G Batool, Wajiha, 0Q Bayraktar, Mustafa, 0O Belov, A. M., 0S Ben Amar, Chokri, 03, 1S Bendib, Mohamed Mokhtar, 1I Benini, Sergio, 14 Bernardos, Ana M., 18 Bernas, Martin, 0T Bhurchandi, Kishor M., 0M Bilgi, Ahmet Seckin, 0W Blackburn, William, 19 Blaha, Johanna, 1K Bocharov, D., 10 Bodenhagen, Leon, 0C Bodenstorfer, Ernst, 0P Brause, Rüdiger, 0D Brodersen, Jörg, 0P Brost, Vincent, 0J Buch, Anders Glent, 0C Bulatov, Konstantin, 07 Cancela, B., 1G Casar, José R., 18 Chasanis, Vasileios, 1F Chernov, Timofey, 07 Choudhary, Prakash, 26 Chukalina, Marina, 1M Ciarelli, Patrick Marques, 0I Connan, James, 23 Cosmo, Daniel Luis, 0I Couto Gava, Christiano, 1W Crouzil, Alain, 13 Cui, Jishan, 1P Çunkaş, Mehmet, 22 Darlow, Luke Nicholas, 23 Debeir, Olivier, 0Y Deklerck, Rudi, 0Y Diaba, Fatma, 1I Dong, Jiwen, 05 Durmus, Efkan, 0W Dvořák, Lukáš, 0T Ejbali, Ridha, 03, 1S Ekstrand, Fredrik, 1Y Ekström, Mikael, 1Y Ezzeddine, Zagrouba, 1L Fedoseev, Victor A., 1A, 21 Frackiewicz, Mariusz, 0L Ghassemian, Hassan, 20 Gladkov, Andrey, 07 Gökmen, Muhittin, 0E Gribaudo, Marco, 20 Grigoryev, Anton, 11 Güneş, Ali, 0W Gunes, Ece Olcay, 0A Hasani, Ylber, 0P Hashimoto, Kiyoshi, 06 Horozoğlu, Erhan, 25 Hosseini, Mahshid Alsadat, 1E Houacine, A., 0K Huo, Ju, 1P Ioannidis, Antonis, 1F locchi, Luca, 0X Jansen, Bart, 0Y Jemai, Olfa, 03 Jia, Songmin, 1Q Kabir, Ehsanollah, 0Z Kahu, Samruddhi, 0M Kalkan, Habil, 0W Kamata, Sei-ichiro, 15, 16, 1O Karimian, Mahmood, 1E Kasaei, Shohreh, 1E Kataoka, Hirokatsu, 06 Khanipov, Timur, 11 Kiforenko, Lilita, 0C Kim, Jaehong, 29 Koçer, Erdinç, 25 Konovalenko, Ivan, 10, 1C Koptelov, Ivan, 10, 11 Kozyrev, V., 17 Krohina, Darya A., 02 Krolla, Bernd, 1W Kromp, Florian, 1K Krüger, Norbert, 0C Kumar, Pawan, 0M Kuznetsova, Elena G., 11, 1C, 1X Lahdenoja, Olli, 1V Laiho, Mika, 1V Lambert, Andrew, 1Z Lebourgeois, Franck, 0B Lee, Dongjin, 29 Lee, Jee-Hyong, 0H, 2B Lee, Jeong-Hoon, 0H Lee, Jong Bum, 2B Leonardi, Riccardo, 14 Li, Hengjian, 05 Li, Jinping, 05 Li, Juan, 18 Li, Wenmin, 1T Li, Xiuzhi, 1Q Likas, Aristidis, 1F Liu, Junhui, 1T Ma, Xiang, 1T Malcolm, Paul, 1J Malinnikov, V. A., 0U Marouf, A., 0K Martín-Félez, Raúl, 0G Matu, Florin Octavian, 0F Mayer, Konrad J., 0P Mazloom-Nezhad Maybodi, Babak, 0V Merouani, Hayet Farida, 1I Minkina, A., 17 Mitekin, Vitaly, 1A Moalla, Ikram, 0B Moeslund, Thomas, 0F Mollineda, Ramón A., 0G Moualhi, Wafa, 1L Myasnikov, V. V., 0S Nain, Neeta, 1B, 26 Nasrollahi, Kamal, 0F Nazari, Avishan, 20 Negro Maggio, Valentina, 0X Nguyen, An Hung, 1Z Nguyen, D. T., 1H Nguyen, Hai-Dang, 04 Nguyen, T. D., 1H Nguyen, V. D., 1H Nguyen-Khac, Tung-Anh, 04 Nikolaev, Dmitrii P., 07, 08, 11, 17, 1M, 1X, 28, 2A Nikolaev, Petr P., 08 Niranjan, Mahesan, 27 Ojha, Piyush, 19 Okuda, Masahiro, 14 Ortells, Javier, 0G Ouarzeddine, Mounira, 0R Özbulak, Gokhan, 0E Özsağlam, Mehmet Yasin, 22 Paasio, Ari, 1V Palus, Henryk, 0L Park, C. H., 29 Park, Chan kyu, 29 Pedersoli, Fabrizio, 14 Penedo, M. G., 1G Pham, Viet-Khoi, 04 Phan, V. A., 1H Pickering, Mark, 1Z Poikonen, Jonne K., 1V Polevoy, Dmitry, 28, 2A Postnikov, Vassili V., 02 Pritula, Mikhail, 08 Pritula, Natalia, 08 Prun, Victor E., 02 Puel, Jean-Baptiste, 13 Qin, Baoling, 1Q Quehl, Bernhard, 09 Radlak, Krystian, 1N Rampun, Andrik, 1J Rehman, Maria, 0Q Reiter, Michael, 1K Sack, Harald, 09 Sadat, Mojtaba T., 1D Safaei, Amin, 1U Salarifard, Raziyeh, 1E Salles, Evandro Ottoni Teatini, 0I Sánchez, L., 1G Sanei, S., 1U Säntti, Tero, 1V Schwarz, Magdalena, 1K Sengupta, Shreeya, 19 Shen, Lincheng, 1R Sheshkus, Alexander, 08, 2A Shvets, Evgeny A., 1X Sidorchuk, D., 10 Simkova, Maria, 24 Skoryukina, Natalya, 2A Sneha Latha, P., 0M Soheili, Mohammad Reza, 0Z Sokolova, Natalia, 28 Souissi, Boularbah, 0R Spampinato, Giacomo, 1Y Stoykova, Velislava, 24 Stricker, Didier, 0Z, 1W Sumer, Omer, 0A Szczepanski, Marek, 1N Takeda, Akiko, 27 Tang, H. L., 1U Tarrío, Paula, 18 Taschner-Mandl, Sabine, 1K Thogersen, Mikkel, 0F Tounsi, Maroua, 0B Touqir, Imran, 0Q Tran, Duc Toan, 0Y Tran, Minh-Triet, 04 Truong, Q. D., 1H Uchaev, D. V., 0U Uchaev, Dm. V., 0U Usilin, S., 17 Viti, Francesco, 1D Vlaykov, Iskren, 0F Wang, Hui, 19 Wang, Lei, 05 Wang, Yan, 13 Weiss, Tamara, 1K Wu, Renjie, 1O Yan, Chengping, 1R Yang, Ailin, 1Q Yang, Fan, 0J Yang, Haojin, 09 Yang, Ning, 1P Yoon, H., 29 Yun, Woo han, 29 Zaied, Mourad, 03, 1S Zatloukal, Petr, 0T Zehtabian, Amin, 20 Zhang, Daibing, 1R Zhang, Jun, 0N Zhang, Qieshi, 0N, 15, 16, 1O Zhao, Guanrong, 1Q Zhong, Zhiwei, 1R Zhou, Dianle, 1R Zhu, Peifei, 16 Zwiggelaar, Reyer, 1J Conference CommitteeHonorary Chair Conference Chairs Antanas Verikas, Halmstad University (Sweden) Branislav Vuksanovic, University of Portsmouth (United Kingdom) Garcia-Teodoro, Periodista Daniel Saucedo Aranda (Spain) Program Committee Enrique Nava, Universidad de Málaga (Spain) Andreas Nuchter, Universität Würzburg (Germany) Alexander Bernstein, Russian Academy of Sciences (Russian Federation) Klaus Simon, Swiss Federal Laboratories for Materials Testing and Research (Switzerland) Sei-ichiro Kamata, Waseda University (Japan) Technical Committee Aristidis Likas, University of loannina (Greece) Mourad Zaied, University of Sfax (Tunisia) Reyer Zwiggelaar, Aberystwyth University (United Kingdom) Dmitry P. Nikolaev, lnstitute for lnformation Transmission Problems (Russian Federation) Luca Iocchi, Università degli Studi di Roma La Sapienza (Italy) Francesco Viti, University of Luxembourg (Luxembourg) Manuel F. González Penedo, Universidade da Coruña (Spain) Qin Zhang, Communication University of China (China) Jianxiong Wang, Guangzhou University (China) Wafa AlSharafat, Al al-Bayt University (Jordan) Mohamed El-Sayed Farag, Al-Azhar University (Egypt) Li Jun, Chongqing University (China) Murat Orhun Murat Orhun, istanbul Bilgi University (Turkey) Anrong Xue, Jiangsu University (China) Cristina Ofelia Stanciu, Tibiscus University of Timişoara (Romania) Chi-Cheng Cheng, National Sun Yat-Sen University (Taiwan) Zahurin Samad, Universiti Sains Malaysia (Malaysia) Ming Liang, University of Ottawa (Canada) Weiliang Lin, Guangzhou University (China) Mohamed Basel Al Mourad, Zayed University (United Arab Emirates) Chiung Ching Ho, Multimedia University (Malaysia) Qassim Nasir, Electrical and Computer Engineering (United Arab Emirates) Huwida E. Said, Zayed University (United Arab Emirates) Jinoh Kim, Texas A&M University (United States) IntroductionThe Seventh International Conference on Machine Vision (ICMV 2014) was held 19–21 November 2014, in Milan, Italy. The ICMV 2014 was organized and sponsored by Science and Engineering Institute (United States), and the aim of the conference was to present the latest research and results of scientists (Professors, students, PhD Students, engineers, and post-doc scientists) related to machine vision. The conference provided opportunities for the different area 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 lectures from leading experts in the field and scientific fellows as well as invited papers from all around the globe, presented state of art in all major fields of machine vision. The highly selective peer-review progress has guaranteed the quality of accepted papers that are published in these proceedings. 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 made for an exciting technical program. This volume 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 from these proceedings. On behalf of the conference committees, we thank you for attending this outstanding event to share your latest research findings and/or R&D works with the research community by submitting a paper to this conference. Antanas Verikas Jianhong Zhou
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