PUBLICATIONS

For complete list of publications, please visit Mas Rina's Google Scholar

Journal

1. Mustaffa, M. R., Mohd Norowi, N, & Sim, M. Y. (2020). Content-based feature fusion representation for marine invertebrates. Malaysian Journal of Computer Science (MJCS) (in press: will be in Vol. 33, No. 3, July 2020 publication).
2. Mustaffa, M. R., Nachiappan, I. N., Abdullah, L. N., Khalid, F., & Hussin, M. (2020). Grain recognition based on colour and shape analysis. International Journal of Innovative Technology and Exploring Engineering (IJITEE) (accepted).
3. Mustaffa, M. R., Loh, W. Y., Abdullah, L. N., & Nasharuddin, N. A. (2019). A colour-based building recognition using support vector machine. Telecommunication, Computing, Electronics and Control (TELKOMNIKA), 17(1), 473-480.
4. Mustaffa, M. R., Nasharuddin, N. A., Hussin, M., Mohd Nazri, N. I. N., Zakaria, A. H., & Nik Ahmad Zamri, N. N. E. A. (2019). Automated recyclable waste classification using multiple shape-based properties and quadratic discriminant. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8, 270-274.
5. Shaharom, N. D. S, Mustaffa, M. R., Abdullah, L. N., & Khalid, F. (2019). Durian species recognition based on fast discrete curvelet transform and k-nearest neighbour. International Journal of Advanced Trends in Computer Science and Engineering (IJATCSE), 8 (1.4), 323-331.
6. Osman, N. S., Mustaffa, M. R., Doraisamy, S. C., & Madzin, H. (2019). Content-based image retrieval for fish based on extended Zernike moments-local directional pattern-hue colour space. International Journal of Innovative Technology and Exploring Engineering (IJITEE), 8, 173-183.
7. Hussin, M., Mahmood, R. A. R., & Mustaffa, M. R. (2019). Sensor communication model using cyber-physical system approach for green data center. International Journal of Interactive Mobile Technologies (IJIM), 13(10), 188-197.
8. Mustaffa, M. R., Nyon, X. Y., Abdullah, L. N., & Nasharuddin, N. A. (2018). Durian recognition based on multiple features and linear discriminant analysis. Malaysian Journal of Computer Science (MJCS), 57-72.
9. Mohd Hamran, N. F., Mustaffa, M. R., & Doraisamy, S. (2018). Content-based representation for moth recognition and retrieval: A review. International Journal of Engineering & Technology (IJET), 7(4.38) (2018), 1493 – 1495.
10. Kamal Ariffin, N. I., Mustaffa, M. R., Abdullah, L. N., & Nasharuddin, N. A. (2018). Fruits recognition based on texture features and k-nearest neighbour. International Journal of Engineering & Technology (IJET), 7(4.31) (2018), 452-4580.
11. Mansourian, L., Abdullah, M. T., Abdullah, L. N., Azman, A., & Mustaffa, M. R. (2018). An effective fusion model for image retrieval. Multimedia Tools and Applications, 77(13), 16131-16154.
12. Abd Razak, N. A., Madzin, H., Khalid, F., & Mustaffa, M. R. (2018). Speckle filtering method in the gonad ultrasound image for mahseer's fish (tor tombroides). International Journal of Engineering & Technology (IJET), 7(4.31) (2018), 15-19.
13. Abd Razak, N. A., Madzin, H., Khalid, F., & Mustaffa, M. R. (2018). Morphological operation method for eggs identification in gonad ultrasound image for mahseer’s fish (tor tombroides). Advanced Science Letters, 24(3), 1829-1833.
14. Mustaffa, M. R., Ahmad, F., & Doraisamy, S. (2017). Multi-resolution joint auto correlograms for content-based image retrieval. Advanced Science Letters, 23(6), 5370-5374.
15. Mustaffa, M. R., Azman, A., & Kunesegeran, G. (2017). Content-based image retrieval using colour models and linear discriminant analysis. Advanced Science Letters, 23(6), 5387-5390.
16. Mustaffa, M. R. & Mansor, E. I. (2017). Vid2U: Facilitating students’ learning through video annotation for tablet device. Advanced Science Letters, 23(6), 5375-5378.
17. Zand, M., Doraisamy, S., Halin, A. A., & Mustaffa, M. R. (2017). Visual and semantic context modelling for scene-centric image annotation. Multimedia Tools and Applications, 76(6), 8547-8571.
18. Abd Razak, N. A., Madzin, H., Khalid, F., & Mustaffa, M. R. (2017). Gonad ultrasonography image pre-processing for Mahseer (Tor Tombroides). Journal of FisheriesSciences.com, 11(3), 026-035.
19. Mansourian, L., Abdullah, M. T., Abdullah, L. N., Azman, A., & Mustaffa, M. R. (2016). A salient based bag of visual word model (SBBoVW): Improvements toward difficult object recognition and object location in image retrieval. KSII Transactions on Internet & Information Systems, 10(2), 769-786.
20. Zand, M., Doraisamy, S., Halin, A. A., & Mustaffa, M. R. (2016). Ontology-based semantic image segmentation using mixture models and multiple CRFs. IEEE Transactions on Image Processing, 25(7), 3233-3248.
21. Zand, M., Doraisamy, S., Halin, A. A., & Mustaffa, M. R. (2015). Texture classification and discrimination for region-based image retrieval. Journal of Visual Communication and Image Representation, 26(January 2015), 305-316.
22. Mustaffa, M. R. & Mansor, E. I. (2015). Facilitating students’ learning through m-lms for tablet device. International Journal of Computer Theory and Engineering, 7(3), 236-240.
23. Mustaffa, M. R., Ahmad, F., & Doraisamy, S. (2014). Multi-resolution shape-based image retrieval using Ridgelet transform. In Jaafar, A., Mohamad Ali, N., Mohd Noah, S. A., Smeaton, A. F., Bruza, P., Abu Bakar, Z., Jamil, N., & Tengku Sembok, T. M. (Eds.). Information Retrieval Technology (pp. 112-123). Heidelberg: Springer International Publishing.
24. Mustaffa, M. R., Ahmad, F., Mahmod, R., & Doraisamy, S. (2013). Content-based image retrieval using colour and shape fused features. Pertanika Journal of Science & Technology, 21(1), 161-168.
25. Mustaffa, M. R., Ahmad. F., Rahmat, R. W., & Mahmod, R. (2008). Content-based image retrieval based on colour-spatial features. Malaysian Journal of Computer Science, 21(1), 1-12.

Book Chapter

1. Mustaffa, M. R., Mohd. Norowi, N., & Nasharuddin, N. A. (2019). Throne of Thorns. In Qamaruz Zaman, F. & Abdul Razak, M. (Eds.). Nature’s Yield and Wonders of Art (NYAWA) 19: Food (pp. 62-63). Serdang: Universiti Putra Malaysia Press.
2. Mansourian, L., Abdullah, M. T., Abdullah, L. N., Azman, A., & Mustaffa, M. R. (2016). BoVW model for animal recognition: An evaluation on sift feature strategies. In Badioze Zaman, H., Robinson, P., Smeaton, A. F., Shih, T. K., Velastin, S., Jaafar, A., & Mohamad Ali, N. (Eds.). Advances in Visual Informatics (pp. 227-236). Heidelberg: Springer International Publishing.
3. Mustaffa, M. R., Ahmad, F., & Rahmat, R. W. (2005). Region-based image retrieval using modified dominant colour region technique. In Ahmad, F., Mahmod, R., Rahmat, R. W., & Doraisamy, S. (Eds.) Multimedia Departmental Seminar Notes Series 2004/05 (pp. 57-60). Serdang: Penerbit UPM.

Proceeding

1. Mustaffa, M. R., Goh, S. W., Abdullah, L. N., & Nasharuddin, N. A. (2019). Dress me up!: Content-based clothing image retrieval. Proceedings of the 3^rd International Conference on Cryptography, Security and Privacy and 4^th International Conference on Multimedia and Image Processing (ICMIP 2019), 19-21 January 2019, Kuala Lumpur, Malaysia. (pp. 206-210). ACM. (Best Presentation Award).
2. Chen, W. C., Mohd Norowi, N., Doraisamy, S. C., & Mustaffa, M. R. (2019, April). Interactive musical songs recommendation using 3D coordinates model. Proceedings of the 5^th International ACM In-Cooperation HCI and UX Conference, 1-9 April 2019, Indonesia (pp. 78-87). ACM.
3. Nyon, X. Y., Mustaffa, M. R., Abdullah, L. N., & Nasharuddin, N. A. (2018). Durian species recognition system based on global shape representations and k-nearest neighbours. Proceedings of the 2018 Fourth International Conference on Information Retrieval and Knowledge Management (CAMP’18), 26-28 March 2018, Kota Kinabalu, Malaysia (pp. 79-84). IEEE.
4. Al-Rababah, K., Doraisamy, S. C., Khalid, F., & Mustaffa, M. R. (2018). A colour-based high temperature extraction method in breast thermogram to classify cancerous and healthy cases using SVM. Proceedings of the 2^nd International Conference on Imaging, Signal Processing, and Communication (ICISPC 2018), 20-22 July 2018, Kuala Lumpur, Malaysia (pp. 70-73). IEEE.
5. Mansourian, L., Abdullah, M. T., Abdullah, L. N., Azman, A., & Mustaffa, M. R. (2017). An effective image classification method with the fusion of invariant feature and a new colour descriptor. Proceedings of the 8^th International Conference on Graphic and Image Processing (ICGIP 2016), 29-31 October 2016, Tokyo, Japan (pp. 102250Z 1-5). SPIE.
6. Mustaffa, M. R. & Wong, S. S. (2017). Content-based fauna image retrieval system. Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications (IEEE ICSIPA 2017), 12-14 September 2017, The Waterfront Hotel, Kuching, Sarawak, Malaysia (pp. 139-144). IEEE.
7. Mustaffa, M. R., Mohd. Norowi, N, & Sim, M. Y. (2016). Content-based image retrieval system for marine invertebrates. Proceedings of the Third International Conference on Information Retrieval and Knowledge Management (CAMP’16), 23-24 August 2016, Hatten Hotel Melaka, Malaysia (pp. 71-76). IEEE. (Best Paper Award).
8. Mohd. Norowi, N. & Mustaffa, M. R. (2016). Using concatenation cost for unit selection of homosonic segments in concatenative sound synthesis. Proceedings of the Third International Conference on Information Retrieval and Knowledge Management (CAMP’16), 23-24 August 2016, Hatten Hotel Melaka, Malaysia (pp. 37-42). IEEE.
9. Osman, N. S. & Mustaffa, M. R. (2015). A review on content-based image retrieval representation and description for fish. Proceedings of the 2015 4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT 2015), 8-10 December 2015, Kuala Lumpur, Malaysia (pp. 39-44). IEEE.
10. Zand, M., Doraisamy, S., Halin, A. A., & Mustaffa, M. R. (2015). Automatic object segmentation using perceptual grouping of regions with contextual constraints. Proceedings of the 2015 International Conference on Image Processing Theory, Tools, and Applications (IPTA), 10-13 November 2015, Orleans, France (pp. 530-534). IEEE.
11. Mustaffa, M. R., Ahmad, F., Mahmod, R., & Doraisamy, S. (2012). Multi-resolution joint auto correlograms: Determining the distance function. In Mahmod, R., Abdullah, R., Abdullah, L. N., Tengku Sembok, T. M., Smeaton, A. F., Crestani, F., Doraisamy, S., Abdul Kadir, R., & Ismail, M. (Eds.) Proceedings of the International Conference on Information Retrieval and Knowledge Management (CAMP 2012), 13-15 March 2012, Mines Wellness Hotel, Selangor, Malaysia (pp. 198-202). IEEE.
12. Mustaffa, M. R., Ahmad, F., Mahmod, R., & Doraisamy, S. (2010). Invariant generalised Ridgelet-Fourier for shape-based image retrieval. In Abu Bakar, Z., Tengku Sembok, T. M., Badioze Zaman, H., Bruza, P., Crestani, F., Shalini, R., & Awang, Z. (Eds.) Proceedings of the International Conference on Information Retrieval and Knowledge Management (CAMP 2010), 17-18 March 2010, Shah Alam Convention Centre, Shah Alam, Selangor, Malaysia (pp. 79-84). IEEE. (Best Paper Award).
13. Mustaffa, M. R., Ahmad, F., Mahmod, R., & Doraisamy, S. (2010). Shape descriptor based on invariant generalised Ridgelet transform for m
14. n images. In Zagar, B., Kuijper, A., & Sahbi, H. (Eds.) Proceedings of the Seventh IASTED International Conference on Signal Processing, Pattern Recognition, and Applications (SPPRA 2010), 17-19 February 2010, Innsbruck, Austria (pp. 138-145). Acta Press.
15. Mustaffa, M. R., Ahmad, F., Mahmod, R., & Doraisamy, S. (2009). Generalised Ridgelet­-Fourier for m
16. n images: Determining the normalisation criteria. In Low, S. M. (Ed.) Proceedings of the IEEE International Conference on Signal and Image Processing Applications (ICSIPA 2009), 18-19 November 2009, Cititel Mid Valley Hotel, Kuala Lumpur, Malaysia (pp. 380-384). IEEE.
17. Mustaffa, M. R., Ahmad, F., Rahmat, R. W., & Mahmod, R. (2008). Dominant colour descriptor with spatial information for content-based image retrieval. In Proceedings of the International Symposium on Information Technology 2008 (ITSIM ’08), 26–29 August 2008, Kuala Lumpur Convention Centre, Kuala Lumpur, Malaysia (pp. 1612-1620).
18. Mustaffa, M. R. & Ahmad, F. (2008). A comparative study of shape descriptors for content­-based image retrieval. In Proceedings of the National Conference on Information Retrieval and Knowledge Management (CAMP 2008), 18 March 2008, Mines Palace Beach and Spa, Kuala Lumpur, Malaysia (pp. 140-­145).
19. Mustaffa, M. R., Ahmad, F., Rahmat, R. W., & Mahmod, R. (2007). An integrated colour-spatial approach for content-based image retrieval. In Proceedings of the 2007 International Conference on Multimedia Systems and Applications (MSA ’07), 25-28 June 2007, Las Vegas, Nevada, USA (pp. 23-29).
20. Mustaffa, M. R., Ahmad, F., Rahmat, R. W., & Mahmod, R. (2006). Content-based image retrieval using integrated colour-spatial approach. In Proceedings of the Regional Computer Science Postgraduate Conference 2006 (ReCSPC ’06), 27-28 June 2006, Pulau Pinang, Malaysia (pp. 210-215).
21. Mustaffa, M. R., Ahmad, F., & Rahmat, R. W. (2005). Region-based image retrieval using modified sub-block technique. In Proceedings of the National Computer Science Postgraduate Colloquium 2005 (NaCSPC ’05), 27-28 June 2005, Pulau Pinang, Malaysia.
22. Mustaffa, M. R. & Ahmad, F. (2004). A review of content-based image retrieval techniques. In Proceedings of the Information Technology Colloquium 2004 (INTEC ’04), 1 June 2004, Serdang, Selangor, Malaysia.

Exhibition

1. Mustaffa, M. R., Mohd. Norowi, N., & Nasharuddin, N. A. (2019). Throne of Thorns, research artefact presented at the Nature’s Yield and Wonders of Art (NYAWA) 2019, 23 September – 31 December 2019, Universiti Putra Malaysia, Selangor, Malaysia.
2. Abdullah, L. N. & Mustaffa, M. R. (2019). Visualisation effects of subjective extracted text using parse tree for English learning, poster presented at the 2019 Putra InnoCreative Carnival in Teaching and Learning (PicTL’ 19) organised by Centre for Academic Development (CADe), Universiti Putra Malaysia, 16–17 October 2019, Universiti Putra Malaysia, Selangor, Malaysia (Silver Medal).
3. Mustaffa, M. R., Abdullah, L. N., & Nasharuddin, N. A. (2018). LaMarItImE: Learning about marine invertebrates through image example, poster presented at the 2018 Putra InnoCreative Carnival in Teaching and Learning (PicTL’ 18) organised by Centre for Academic Development (CADe), Universiti Putra Malaysia, 1–2 August 2018, Universiti Putra Malaysia, Selangor, Malaysia (Silver Medal).
4. Abd. Rahman, N. S. and Mustaffa, M. R. (2018). Cyberbullying awareness motion graphics video, poster presented at the International STEM Olympiad (ISTEMO 2018) Competition organised by Persatuan Guru STEM Malaysia and UPM, 20-21 December 2018, Universiti Putra Malaysia, Selangor, Malaysia (Silver Medal).
5. Doraisamy, S., Zand, M., Abdul Halin, A., & Mustaffa, M. R. (2016). OBSIS: Ontology-based semantic image segmentation using mixture models and multiple CRFs, poster presented at the 2016 Exhibition of Invention, Research, & Innovation (PRPI 2016) organised by Research Management Centre, Universiti Putra Malaysia, 15–16 November 2016, Universiti Putra Malaysia, Selangor, Malaysia.
6. Mustaffa, M. R., Ahmad, F., Rahmat, R. W., & Mahmod, R. (2006). Content-based image retrieval using integrated colour-spatial approach, poster presented at the 2006 Exhibition of Invention, Research & Innovation (PRPI 2006) organised by Research Management Centre, Universiti Putra Malaysia, 22–24 August 2006, Universiti Putra Malaysia, Selangor, Malaysia (Bronze Medal).

Copyright

1. Mustaffa, M. R., Shaharom, N. D. S, Mohd Norowi, N., & Nasharuddin, N. A. Durian species recognition. (accepted)
2. Mustaffa, M. R., Shaharom, N. D. S, Abdullah, L. N., & Khalid, F. Durian species image dataset. (conditional acceptance)

Other Publication

1. Lai, M. I, Mohd. Tohit, E. R., Idris, F., Md Noor, S., Seman, Z., & Mustaffa, M. R. (2017). Gamification of haematology: Making haematology fun. Southeast Asian Higher Education Summit 2017 (SEAHES 2017), 25-26 October 2017, Universiti Putra Malaysia, Selangor, Malaysia. (Extended abstract).
2. Mohd Hamran, N. F. & Mustaffa, M. R. (2017). Content-based representation for moth recognition and retrieval: A review. Seminar on Information Retrieval and Knowledge Management (SIRKM’ 17), 19 July 2017, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, Selangor, Malaysia. (Extended abstract).
3. Yaakob, R., Perumal, T., Abdul Samat, P., Jantan, A. H., Abdul Rahman, A. R., Mustapha, N., Zulzalil, H., Mohd Hanapi, Z., & Mustaffa, M. R. (2016). Student Mobility Programme: A Guideline for Bachelor of Computer Science (Outbound), Faculty of Computer Science and Information Technology, Universiti Putra Malaysia.
4. Mustaffa, M. R., Ahmad, F., Rahmat, R. W., Mahmod, R. (2007). Content-based image retrieval based on colour-spatial features. In Compscience@putra: research bulletin of the Faculty of Computer Science and Information Technology (pp. 12).

Unpublished

1. Bahan Pembelajaran Kurikulum Standard Sekolah Menengah (KSSM) Mata Pelajaran Vokasional (MPV) Produksi Multimedia Tingkatan 4, with Resources and Education Technology Division and Curriculum Development Division, Ministry of Education Malaysia, 2019.
2. Dokumen Standard Kurikulum dan Pentaksiran (DSKP) Kurikulum Standard Sekolah Menengah (KSSM) Mata Pelajaran Vokasional (MPV) Produksi Multimedia Tingkatan 4 dan 5 (September 2018). Curriculum Development Division, Ministry of Education Malaysia.
3. Dokumen Standard Kurikulum dan Pentaksiran (DSKP) Kurikulum Standard Sekolah Menengah (KSSM) Asas Sains Komputer (ASK) Tingkatan 3 (April 2017). Curriculum Development Division, Ministry of Education Malaysia.
4. Dokumen Standard Kurikulum dan Pentaksiran (DSKP) Kurikulum Standard Sekolah Menengah (KSSM) Asas Sains Komputer (ASK) Tingkatan 2 (April 2016). Curriculum Development Division, Ministry of Education Malaysia.
5. Mustaffa, M. R. (2012). Content-based image retrieval through Extended Normalised Ridgelet-Fourier and Multi-resolution Joint Auto Correlograms (Unpublished doctoral dissertation). Universiti Putra Malaysia, Serdang, Malaysia.
6. Mustaffa, M. R. (2006). Content-based image retrieval through Improved Sub-block technique (Unpublished master’s thesis). Universiti Putra Malaysia, Serdang, Malaysia.
7. Mustaffa, M. R. (2005). Content-based image retrieval: An overview, seminar paper presented at the Multimedia Departmental Seminar organised by Multimedia Department, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia, 14 July 2005, Faculty of Computer Science and Information Technology, Universiti Putra Malaysia.