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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 Eighth International Conference on Graphic and Image Processing (ICGIP 2016), edited by Tuan D. Pham, Vit Vozenilek, Zhu Zeng, Proceedings of SPIE Vol. 10225 (SPIE, Bellingham, WA, 2017) Seven-digit article CID Number. ISSN: 0277-786X ISSN: 1996-756X (electronic) ISBN: 9781510609518 ISBN: 9781510609525 (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 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. Abdul Jabbar, K., 0E Abela, John, 11 Abina, Jyacinth Camille F., 0K Aguilar, David, 1X Ahmed, Naveed, 2H Akhtar, Mahmood, 2B Akram, Muhammad Usman, 12, 2B Alfredsen, Jo Arve, 0F Amornraksa, Thumrongrat, 1D Aoki, Ryota, 1E Asif, Muhammad, 12 Asikuzzaman, Md., 2G Avellanosa, James Jason G., 0K Avendaño, Glenn O., 0K Azman, Azreen, 0Z Balbin, Jessie R., 0M Bao, Di, 1P Barhoumi, Walid, 0B Ben Hamadou, Abdelmajid, 0H Ben Jemaa, Yousra, 0H Ben Jmaa, Ahmed, 0H Bi, H., 14 Blumenstein, Michael, 1L Boonbrahm, Poonpong, 0D Boori, Mukesh Singh, 1U Bucog, Krissel C., 1W Cachia, Ernest, 11 Chang, Chun-Che, 17, 26 Chang, Herng-Hua, 28 Chang, Tse, 06 Chen, Beijing, 1N Chen, Enqing, 0G Chen, Long, 0C Chen, Xi, 0Q Chen, Xingnan, 0R Cheng, Fei, 1P Cheng, Lina, 2A Chotikawanid, Piyanart, 1D Choudhary, Komal, 1U Chu, Teng-Hao, 06 Chung, Wen-Yaw, 0K, 1W Coatrieux, Gouenou, 1N Collobert, Michel, 1S Cruz, Febus Reidj G., 0K, 1W Dalawis, Rando C., 0I Delos Angeles, Bethsedea Joy S., 0M Deng, Linhua, 08 Dewi, Dyah Ekashanti Octorina, 0W, 2D Dillenseger, J. L., 14 Dizon, Neil John A., 0M Dong, Junyu, 0R, 24 Dong, Min, 2C Du, Zhiying, 04 Durand, Philippe, 13 Fan, Chunxiao, 07 Fan, Hao, 0R Fang, Lv, 0A Fatichah, Chastine, 2E Fatima, Ayesha, 2B Faudzi, Ahmad Athif Mohd., 2D Fausto, Janette C., 0M Fujita, Yusuke, 0U Fukumoto, Yoshifumi, 2I Garcia, Ramon G., 0M Garratt, Matthew A., 2G Gashongore, Prince Dukundane, 1E Gauci, Adam, 11 Ghorbanzadeh, Dariush, 13 Grementieri, Luca, 1Z Gulua, Nana, 1Q Guo, Chao, 23 Guo, Shengwen, 25, 2A Guo, Yanan, 2C Guo, Yuan-shu, 2J Hamamoto, Kazuhiko, 1H Hamamoto, Yoshihiko, 0U Han, Hua, 0Q Han, Xuecheng, 1A Hansen, M. F., 0E Hassan, Taimur, 12 He, Yu-yao, 2J Herumurti, Darlis, 02 Hioki, Hirohisa, 1R Hirsch, Michael, 11 Ho, Te-Wei, 17, 26 Hong, Chen, 0X Hortinela, Carlos C. IV, 1W Horváth, András, 2K Hou, Runmin, 03 Hou, Yuanlong, 03 Hou, Zeng-xuan, 23 Hsu, Jui-Tse, 17, 26 Hu, Weijian, 09 Huang, Jiashuang, 2F Isidro, Daryl Arvin, 0J Islam, Atiqul, 2G Isshiki, Tsuyoshi, 1C Jacinto Gómez, Edwar, 05, 0N, 1M, 1Y Jang, Seong-wook, 0S Jaupi, Luan, 13 Jegorowa, Albina, 1V Jiang, Huiqin, 29 Jiang, Jianmin, 1I Jiang, Xingjun, 25 Jin, Cong, 10 Jin, Shu-Wei, 10 Jundang, Nattapong, 0Y Junejo, Imran N., 2H Jurga, Stefan, 1Q Kacete, Amine, 1S Kang, Je-Won, 1J Kardava, Irakli, 1Q Kawasue, Kikuhito, 1E Kesrarat, Darun, 1F Khan, Sultan Daud, 1L Kim, Jaeyoung, 1B Kim, Yoonsang, 0S Ko, Junho, 0S Kruk, Michal, 0B, 1V Kumazaki, Hiroki, 2I Kumpituck, Supawan, 1C Kunieda, Hiroaki, 1C Kupriyanov, Alexander, 1U Kurek, Jaroslaw, 0B, 1V Lai, Chunren, 25, 2A Lai, Feipei, 17, 26 Lei, Ruoming, 19, 27 Li, Bao-qi, 2J Li, Cheng-Yuan, 28 Li, Dongju, 1C Li, Jing, 0T Li, Ling, 1P Li, Weifu, 0Q Li, Weiwei, 2F Li, Yong, 07 Li, Yue, 15 Li, Zhiyang, 1T Liang, Junfang, 29 Liu, Jia, 0T Liu, Kai, 1P Liu, Rongzhong, 03 Liu, Shiqi, 1K Liu, Xilin, 1N Liu, Yu, 0T Liu, Yumin, 29 Liu, Yutong, 0X Liu, Zhaobin, 1T Lu, Hehui, 1K Lv, Mingming, 03 M., Kurniawan Teguh, 16 Ma, Ling, 29 Ma, Minmin, 1T Ma, Yide, 19, 27, 2C Ma, Yurun, 19, 27 Mahdi, Walid, 0H Mahesa, Rizki R., 1H Manlises, Cyrel O., 0K Mansourian, Leila, 0Z Mao, Jianzhou, 24 Mardo, Mark Kevin N., 0M Martínez Santa, Fernando, 05, 1M, 1X, 1Y, 22 Martínez Sarmiento, Fredy Hernán, 0N, 1M, 22 Masaquel, Albert M., 0K Mei, Xue, 2F Mengko, Tati Latifah, 2D Ming, Guan, 0A Mitani, Yoshihiro, 0U Montiel Ariza, Holman, 05, 0N, 22 Mu, Zhichun, 0C Mustaffa, Mas Rina, 0Z Nan, Bingfei, 0C Navastara, Dini Adni, 2E Noblejas, Kathleen Alexis, 0J Nugroho, Hanung A., 1H Nuraini, Lubna, 2E Nurhayati, Oky Dwi, 16 Nurliyana Abdullah, Lili, 0Z Olayao, Kenneth Deniel R., 0I Ongkittikul, Surachai, 0Y Osowski, Stanislaw, 0B, 1V Otanasap, Nuth, 0D P., Cintya Amalia, 16 Padilla, Dionis A., 0M, 1W Park, Hanhoon, 1B Patanavijit, Vorapoj, 1F, 1G Pham, Tuan D., 0X, 24 Phung, Minh Tung, 20 Pickering, Mark R., 2G Pour, Tomas, 21 Provenzi, Edoardo, 1Z Qi, Lin, 0G Qi, Lin, 0R, 24 Qu, Wenyu, 1T Ramos, Evan Geoffrey I., 0I Romero, Carlos, 1X Royan, Jérôme, 1S Ryu, Soo-Kyung, 1J Sakagami, Masa-aki, 1R Sakaida, Isao, 0U Salih, Nurulazirah M., 0W Samonte, Mary Jane C., 0I, 0J Saqib, Muhammad, 1L Sarto, Mildred C., 1W Sasaki, Kenya, 0U Séguier, Renaud, 1S Shafique, Irrum, 2B Shaukat, Arslan, 12 Shih, Hsueh-Fu, 17, 26 Shu, Huazhong, 14, 1N Sia, Nirlu Sebastian A., 1W Siapno, Michael Lance O., 0K Smith, L. N., 0E Smith, M. L., 0E Srisuk, Sanun, 0Y Sterpin B., Dante G., 1Y Suciati, Nanik, 02, 2E Sun, Huijing, 0G Sun, Mingui, 04 Suzumori, Koichi, 2D Swiderski, Bartosz, 0B, 1V Tadyszak, Krzysztof, 1Q Tang, H., 14 Tao, Tao, 0P Taufik Abdullah, Muhamad, 0Z Terayama, Kei, 1R Tie, Yun, 0G Toshiya, Nakaguchi, 29 Tu, Trung Hieu, 20 Vergara, Ernesto M. Jr., 0M Vozenilek, Vit, 21 Wang, Deyuan, 19 Wang, Hao, 2F Wang, Kaiwei, 09 Wang, Keju, 2C Wang, Kemin, 19, 27 Wang, Nan, 0R Wang, Teng-na, 2J Wang, Tingting, 18 Wang, Wei, 15 Wang, Wensheng, 2A Wang, Xu, 0G Waqar, Razi, 12 Wei, Lijun, 07 Wibirama, Sunu, 1H Wijaya, Arya Yudhi, 02 Wu, Congling, 25 Wu, Jin-Ming, 17, 26 Wu, Junfeng, 1T Wu, Kai, 2A Wu, Tin-Yu, 06 Wu, Yupeng, 25 Xie, Qiwei, 0Q Xie, Xiaomin, 18 Xu, Liangpeng, 07 Xu, Wei, 0T Xu, Yuan, 1K Xue, Bindang, 1O Yamato, Yoji, 2I Yan, Sheng, 0F Yang, Guang-qing, 23 Yang, Kailun, 09 Yang, Ruyin, 0C Yang, Shu, 1I Yang, Zhen, 27, 2C Yao, Hui, 0X, 1A Yoo, Yon-sik, 0S Yoshida, Kumiko, 1E Yu, Hang, 07 Yu, Hui, 0R Yuan, Ding, 04 ZarbAdami, Kristian, 11 Zhang, Chao, 1O Zhang, Dandan, 0Q Zhang, Dapeng, 15 Zhang, Di, 15 Zhang, Hong, 04 Zhang, Jingqiao, 0L Zhang, Maojun, 0T Zhang, Meiling, 0L Zhang, Yi, 0C Zhang, Yun, 0O, 0P Zhang, Zilong, 1K Zhao, Di, 25 Zhao, Qi, 04 Zhao, Xiangdong, 09 Zheng, Shuan-zhu, 23 Zhong, Guoqiang, 0X, 1A, 24 Zhou, Fugen, 1O Zhou, Shihao, 0O Zhou, Xiaowei, 24 Zhou, Yu, 2F Zhu, Ya, 2J Conference CommitteeAdvisory Committee
Conference Chairs Program Committee
Session Chairs
IntroductionDear Distinguished Delegates and Guests, It was a great pleasure for us to organize 2016 8th International Conference on Graphic and Image Processing (ICGIP 2016) from October 29-31, 2016 in Tokyo, Japan. This conference is hosted at Hotel Sunroute Plaza Shinjuku, co-sponsored by International Association of Computer Science and Information Technology, University of Aizu, Wuhan University, Linkoping University and Palacky University. ICGIP conference has become a popular annual event particularly attracting the young researchers. It has established itself as a world-class conference in which participants from academia and industry interact through formal presentations and informal discussions, accompanied with keynotes. The purpose of ICGIP 2016 is to share an opportunity for researchers to introduce recent issues related to Graphic and Image Processing. It covers a broad range of topics in the field, such as Image acquisition, Pattern recognition and analysis, Signal Noise Control, Watermarking, and Nonlinear Signals and Systems, etc. We thank the members of the ICGIP 2016 committee for managing the reviews of submissions. We believe these are the main driving factors attributed to our success. This year 171 papers were submitted, and all the submitted papers in the proceeding have been peer reviewed by the reviewers drawn from the scientific committee, external reviewers and editorial board depending on the subject matter of the paper. Reviewing and initial selection were undertaken electronically. After the rigorous peer-review process, the submitted papers were selected on the basis of originality, significance, and clarity for the purpose of the conference. We want to thank all the authors for submitting their innovative and sound work to ICGIP 2016. Apart from Technical paper presentation, there were also keynote lectures. We are grateful to the keynote speakers for accepting our invitation. They are Prof. Tuan D. Pham from Linkoping University, Sweden, Prof. Shigeo Takahashi from University of Aizu, Japan, Prof. Patrick Wang from Northeastern University, USA, Prof. Vit Vozenilek, Palacky University from Czech Republic and Prof. Hiroshi FUJITA from Gifu University, Japan. We extend our gratitude to the partners and sponsors who made the events feasible. We truly believe the participants will find the discussion fruitful, and will enjoy the opportunity for setting up future collaborations. It is our sincere hope that ICGIP will one day become the leading conference in this specific academic area. Vit Vozenilek Tuan D. Pham |
