Fast multilayer color QR code decoder algorithm utilizing fuzzy technique
Color QR code is an active research topic. Most of the recent research focus on the decoding success rate and ignore the decoding speed. In this paper, we propose a fast multilayer color QR code decoder algorithm to decode an extended color QR code. The extended color QR code utilize color reference...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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IAEME Publication
2020
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| Online Access: | http://psasir.upm.edu.my/id/eprint/88999/ http://psasir.upm.edu.my/id/eprint/88999/1/QR.pdf |
| _version_ | 1848860747142004736 |
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| author | Badawi, Bakri Mohd Aris, Teh Noranis Mustapha, Norwati Manshor, Noridayu |
| author_facet | Badawi, Bakri Mohd Aris, Teh Noranis Mustapha, Norwati Manshor, Noridayu |
| author_sort | Badawi, Bakri |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Color QR code is an active research topic. Most of the recent research focus on the decoding success rate and ignore the decoding speed. In this paper, we propose a fast multilayer color QR code decoder algorithm to decode an extended color QR code. The extended color QR code utilize color reference for the color recognition. The algorithm starts with the detection of the color QR code. This is followed by the calculation of the model size. Then, color reference selection from the extended QR code. Next, build a dynamic fuzzy membership, from the color reference set of the extended color QR code and fast color enhancement using the center color pixel for each model. After that, optioning monochrome color QR code by applying color de-multiplexing for the enhanced color QR code. We measure the color recovery speed and compared it with an existing work. The experiment shows using the proposed algorithm we got a decoding speed of 200% faster than the existing work. |
| first_indexed | 2025-11-15T12:50:09Z |
| format | Article |
| id | upm-88999 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T12:50:09Z |
| publishDate | 2020 |
| publisher | IAEME Publication |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-889992021-10-04T21:48:26Z http://psasir.upm.edu.my/id/eprint/88999/ Fast multilayer color QR code decoder algorithm utilizing fuzzy technique Badawi, Bakri Mohd Aris, Teh Noranis Mustapha, Norwati Manshor, Noridayu Color QR code is an active research topic. Most of the recent research focus on the decoding success rate and ignore the decoding speed. In this paper, we propose a fast multilayer color QR code decoder algorithm to decode an extended color QR code. The extended color QR code utilize color reference for the color recognition. The algorithm starts with the detection of the color QR code. This is followed by the calculation of the model size. Then, color reference selection from the extended QR code. Next, build a dynamic fuzzy membership, from the color reference set of the extended color QR code and fast color enhancement using the center color pixel for each model. After that, optioning monochrome color QR code by applying color de-multiplexing for the enhanced color QR code. We measure the color recovery speed and compared it with an existing work. The experiment shows using the proposed algorithm we got a decoding speed of 200% faster than the existing work. IAEME Publication 2020 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/88999/1/QR.pdf Badawi, Bakri and Mohd Aris, Teh Noranis and Mustapha, Norwati and Manshor, Noridayu (2020) Fast multilayer color QR code decoder algorithm utilizing fuzzy technique. International Journal of Advanced Research in Engineering and Technology, 11 (12). 1281 - 1291. ISSN 0976-6480; ESSN: 0976-6499 https://iaeme.com/Home/article_id/IJARET_11_12_122 10.34218/IJARET.11.12.2020.122 |
| spellingShingle | Badawi, Bakri Mohd Aris, Teh Noranis Mustapha, Norwati Manshor, Noridayu Fast multilayer color QR code decoder algorithm utilizing fuzzy technique |
| title | Fast multilayer color QR code decoder algorithm utilizing fuzzy technique |
| title_full | Fast multilayer color QR code decoder algorithm utilizing fuzzy technique |
| title_fullStr | Fast multilayer color QR code decoder algorithm utilizing fuzzy technique |
| title_full_unstemmed | Fast multilayer color QR code decoder algorithm utilizing fuzzy technique |
| title_short | Fast multilayer color QR code decoder algorithm utilizing fuzzy technique |
| title_sort | fast multilayer color qr code decoder algorithm utilizing fuzzy technique |
| url | http://psasir.upm.edu.my/id/eprint/88999/ http://psasir.upm.edu.my/id/eprint/88999/ http://psasir.upm.edu.my/id/eprint/88999/ http://psasir.upm.edu.my/id/eprint/88999/1/QR.pdf |