In Malaysia, the authenticity of halal logo has been a great concern to its Muslim community due to the existence of different types of halal logo in the market. Due to this situation, in this paper, a detection system was developed to classify the authentic Jabatan Kemajuan Islam Malaysia (JAKIM) halal logo from the unauthentic ones. All the distinct features from the authentic logo were used in the implementation part of this project with the intention of producing a reliable detection system. The methods that are chosen to be used are SURF, SIFT, GIST, and k-means.  These methods can be said is reliable and practical as the resulted accuracy which was 86.6667 was quite high

Htike@Muhammad Yusof, Zaw Zaw

Isa, Nurul

Nyein Naing, Wai Yan

Razali, Sumirah

English

The International Islamic University Malaysia Repository

9/26/2017 Scopus - Document detailshttps://www.scopus.com/record/display.uri?eid=2-s2.0-84949954878&origin=resultslist&sort=plf-f&src=s&st1=Vision-based+verification+of+authentic+J… 1/5ScopusDocument detailsReferences (29) 1 of 1Vision-based verification of authentic JAKIM halal logo (Article),  ,  ,  Department of Mechatronics Engineering, Faculty of Engineering, International Islamic University Malaysia, MalaysiaAbstractIn Malaysia, the authenticity of halal logo has been a great concern to its Muslim community due to the existence ofdifferent types of halal logo in the market. Due to this situation, in this paper, a detection system was developed toclassify the authentic Jabatan Kemajuan Islam Malaysia (JAKIM) halal logo from the unauthentic ones. All the distinctfeatures from the authentic logo were used in the implementation part of this project with the intention of producinga reliable detection system. The methods that are chosen to be used are SURF, SIFT, GIST, and k-means. Thesemethods can be said is reliable and practical as the resulted accuracy which was 86.6667 was quite high. © 2006-2015Asian Research Publishing Network (ARPN).Author keywordsAuthentic  Halal  JAKIM  LogoAziz, Y.A., Vui, C.N. 'The Role of Halal Awareness and Halal Certification in Influencing Non-Muslims' Purchase Intention' (2012) 3  International Conference on Business and Economic Research Proceeding, pp. 1819-1830. .  Nasir, M., Norman, A., Fauzi, S., Azmi, M. (2011) International Arab Journal of Information Technology, 8 (2), pp. 204-211.  .  Norzali, M., Helmy, A.W., Amir, Y. 'Halal Logo Detection and Recognition System' (2008) Proceedings of the 4  International Conference on Information Technology and Multimedia atUniten, pp. 618-625.  .  ◅ Back to results Export  Download  Print  E-mail  Save to PDF ⋆ Add to List  ▻More...Open AccessARPN Journal of Engineering and Applied SciencesVolume 10, Issue 21, 2015, Pages 10122-10130Razali, S.M. Isa, N.F. Htike, Z.Z. Naing, W.Y.N. View references (29)ISSN: 18196608Source Type: JournalOriginal language: EnglishDocument Type: ArticlePublisher: Asian Research Publishing Network ▻View in search results format     All Export  Print  E-mail  Save to PDF Create bibliography1rd Cited 6times2An RFID-based validation system for Halal FoodCited 15 timeshttp://www.ccis2k.org/iajit/PDF/vol.8,no.2/13-1394.pdf3thCited 2 timesPlumX MetricsUsage, Captures, Mentions,Social Media and Citationsbeyond Scopus.Metrics 1 Citation in Scopus20th Percentile0.68 Field-WeightedCitation ImpactCited by 1 document,  ,(2016) Proceedings - 6thInternational Conference onComputer and CommunicationEngineering: InnovativeTechnologies to Serve Humanity,ICCCE 2016Inform me when this documentis cited in Scopus:Related documents,  , (2014) Abstract and AppliedAnalysis,  , (2013) Proceedings of theInternational Conference on  ▻View all metricsHalal Kit Identifier Using RadioFrequency IdentificationTechnology Halim, N.H.A.A. Mansor, H.Hasbullah, N.F.View details of this citation ▻Set citation alert  ▻Set citation feedA comparison of moments-basedlogo recognition methods Zhang, Z. Wang, X. Anwar, W.Logo detection using paintingbased representation andprobability features Alaei, A. Delalandre, M. Girard,N.9/26/2017 Scopus - Document detailshttps://www.scopus.com/record/display.uri?eid=2-s2.0-84949954878&origin=resultslist&sort=plf-f&src=s&st1=Vision-based+verification+of+authentic+J… 2/5Shneir, M. 'The Road Sign Detection and Recognition' (2005) IEEE Computer Society International Conference on Computer Vision and Pattern Recognition. .  Garcia, M.A., Sotelo, M.A., Gorostiza, E.M. (2003) 'Traffic Sign Detection in Static Images using Matlab' Department of Electronics, University of Alcalt  Zhu, G., Doermann, D. (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no.5277579, pp. 606-610.  . ISBN: 978-076953725-2 doi: 10.1109/ICDAR.2009.60 Li, Z., Schulte-Austum, M., Neschen, M. (2010) Proceedings - International Conference on Pattern Recognition, art. no. 5597015, pp. 2716-2719.  . ISBN: 978-076954109-9 doi: 10.1109/ICPR.2010.665 Wang, H. (2010) Proceedings - International Conference on Pattern Recognition, art. no. 5597239, pp. 1961-1964.  . ISBN: 978-076954109-9 doi: 10.1109/ICPR.2010.483 Xu, P., Yao, H., Ji, R. (2010) ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, art.no. 5495345, pp. 1086-1089.  . ISBN: 978-142444296-6 doi: 10.1109/ICASSP.2010.5495345 Saipullah, K.M., Ismail, N.A., Soo, Y. 'Feature Extraction Method for Classification of Approved Halal Logo in Malaysia using FractionalizedPrinciple Magnitude' (2013) Engineering Reviews (EMR), 2 (2), pp. 36-44.  Rezai, G., Mohamed, Z.A., Shamsudin, M.N., Chiew, E. 'Concern for Halalness of Halallabelled Food Products among Muslim Consumers in Malaysia: Evaluation ofSelected Demographic Factors' (2009) Economic and Technology Management Review, 4, pp. 65-73.  .  4Cited7 times56Logo matching for document image retrievalCited 45 timesView at Publisher7Fast logo detection and recognition in document imagesCited 23 timesView at Publisher8Document logo detection and recognition using Bayesian modelCited 11 timesView at Publisher9SIGMA: Spatial integrated matching association algorithm for logo detectionCited 3 timesView at Publisher1011Cited 3 timesDocument Analysis andRecognition, ICDAR,  , (2014) ICASSP, IEEE InternationalConference on Acoustics, Speechand Signal Processing -Proceedings  Find more related documents inScopus based on:Individualized matching basedon logo density for scalable logorecognition Zhang, Y. Zhang, S. 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'Spatial Pyramid Mining for Logo Detection in Natural Scenes' University of California Santa Barbara  Han, J., Fu, Y. (1995) 'Discovery of Multiple-Level-Association Rules from Large Database'.  .  Jia, M., Fan, X., Xie, X., Lie, M., Ma, W.Y. (2006) 'Photo-To-Search: Using Camera Phones to Inquire of the Surrounding World'  Ester, M., Kriegel, H.P., Sander, J., Xu, X. 'A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise' (1996) Second International Conference on Knowledge Discovery and Data Mining, pp. 226-231. .  Psyllos, A.P., Anagnostopoulos, C.-N.E., Kayafas, E. (2010) IEEE Transactions on Intelligent Transportation Systems, 11 (2), art. no. 5419948, pp. 322-328. . doi: 10.1109/TITS.2010.2042714 Sun, S.-K., Chen, Z. (2011) Journal of Information Science and Engineering, 27 (2), pp. 545-559.  . 12Cited 7 times13Value chain of Halal certification system: A case of the Malaysia Halal IndustryCited 14 times14 thhttp://www.halal.gov.my/v3/index.php/ms/mengenaipensijilan-halal/takrifan-halal15Cited 2 times16Cited 2 times1718Cited 490 times1920Cited 4269times21Vehicle logo recognition using a sift-based enhanced matching schemeCited94 timesView at Publisher22Robust logo recognition for mobile phone applicationsCited 7 times9/26/2017 Scopus - Document detailshttps://www.scopus.com/record/display.uri?eid=2-s2.0-84949954878&origin=resultslist&sort=plf-f&src=s&st1=Vision-based+verification+of+authentic+J… 4/5 1 of 1Romberg, S., Pueyo, L.G., Lienhart, R., Van Zwol, R. (2011) Proceedings of the 1st ACM International Conference on Multimedia Retrieval, ICMR'11. . doi: 10.1145/1991996.1992021 Hongye, W., Youbin, C. (2009) Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, art. no.5277733, pp. 1335-1339.  . ISBN: 978-076953725-2 doi: 10.1109/ICDAR.2009.129 Duffner, S., Garcia, C. 'A Neural Scheme for Robust Detection of Transparent Logos in TV Programs' France Telecom Division Research and Development  Llorca, D.F., Arroyo, R., Sotelo, M.A. (2013) IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, art. no. 6728559, pp.2229-2234.  . ISBN: 978-147992914-6 doi: 10.1109/ITSC.2013.6728559 Arunkumar, M., Murugaanandam, S. 'A Novel Solution for Logo Detection and Recognition Based on CDS' (2014) International Journal of Engineering Development and Research, 2 (1), pp. 1041-1043.  Alefs, B., Eschemann, G., Ramoser, H., Beleznai, C. (2007) IEEE Intelligent Vehicles Symposium, Proceedings, art. no. 4290246, pp. 993-998.  . ISBN: 1424410681; 978-142441068-2 Bay, H., Tuytelaars, T., Gool, L.V. 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Vision-based verification of authentic JAKIM halal logo

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Vision-based verification of authentic JAKIM halal logo

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