Journal / Magazine Articles
Kalantar B., A. H. Al-Najjar, Pradhan B., Saeidi V., Halin A. A., Ueda N. and Naghibi A. A., "Optimized Conditioning Factors using Machine Learning Techniques for Groundwater Potential Mapping", Water, vol. 11, no. 9, article #: 1909, 2019. [MDPI direct link]
A. H. Al-Najjar, Kalantar B., Pradhan B., Saeidi V., Halin A. A., Ueda N. and Mansor S., "Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks", Remote Sensing, vol. 11, no. 12, Article #: 1461, 2019. [MDPI direct link]
Nahar K. M. O., Al-Khatib R. M., Barhoush M. and Halin A. A., "MPF-LEACH: modified probability function for cluster head election in LEACH protocol", International Journal of Computer Applications in Technology, vol. 60, no. 3, pp. 267-280, 2019. [Browse this link for the abstract]
Ashour M. W., Khalid F. and Halin A. A., Abdullah L. N. and Darwish S. H., "Surface Defects Classification of Hot-Rolled Steel Strips Using Multi-directional Shearlet Features", Arabian Journal for Science and Engineering, vol. 44, no. 4, pp. 2925–2932., 2019. [Spinger Nature SharedIt Link: https://rdcu.be/TBXb, DOI: doi.org/10.1007/s13369-018-3329-5]
Wai Shiang, C., Halin A. A., Keng Yap, N. Hong, P. C., "Ontology reuse for multi-agent systems development through pattern classification", Software: Practice and Experience,vol. 48, no. 11, pp. 1923-1939, 2018. [https://onlinelibrary.wiley.com/doi/full/10.1002/spe.2595]
Razali M. N., Manshor N., Halin A. A., Yaakob R., and Mustapha N., "Recognition of Food with Monotonous Appearance using Speeded-Up Robust Feature (SURF)", International Journal of Engineering & Technology, vol. 7, no. 4.31, pp. 204-207. [https://www.sciencepubco.com/index.php/ijet/article/download/23368/11675]
Kalantar B., Mansor S. B., Halin A. A., Shafri H. Z. M. and Zand M., "Multiple Moving Object Detection from UAV Videos using Trajectories of Matched Regional Adjacency Graphs", IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 9, pp. 5198-5213, 2017. [IEEEXplore Link]
Shiang, C. W., Ahmad Puad, A. S., Hong, P. C., Halin. A. A., "Agent-Oriented Requirement Engineering for Mobile Application Development", International Journal of Interactive Mobile Technologies, vol. 11, no. 6, pp. 32-48, 2017. [pdf]
Zand M., Doraisamy S. C., Halin A. A., Mustaffa M. R., "Visual and Semantic Context Modeling for Scene-centric Image Annotation", Multimedia Tools and Applications, vol. 76, no. 6, pp. 8547-8571, (March) 2017. [Springer Link]
Razali M. N., Manshor N., Halin A. A., Mustapha N. and Yaakob R., "Analysis of SURF and SIFT Representations to Recognize Food Objects", Journal of Telecommunication Electronic and Computer Engineering, vol. 9, no. 2-12, pp. 81-88, 2017. [pdf]
Kalantar B., Idrees, M. O., Mansor S. B. and Halin A. A., "Smart Counting – Oil Palm tree inventory with UAV" in Coordinates Magazine, vol. 13, no. 5, pp. 17-22, May 2017. [Link]
Zand M., Doraisamy S. C., Halin A. A. and Mustaffa M. R., "Ontology-Based Semantic Image Segmentation Using Mixture Models and Multiple CRFs", IEEE Transactions on Image Processing, vol. 25, no. 7, pp. 3233-3248, (July) 2016. [Open Access Article]
Shiang C. W., Halin A. A., Lu M. and Chee Whye G., "Long Lamai Community ICT4D E-Commerce System Modelling: An Agent Oriented Role-Based Approach", The Electronic Journal of Information Systems in Developing Countries, vol. 75, no. 2, pp. 1-22, 2016. [pdf]
Ashour M. W., Khalid F. and Halin A. A., "Multi-class Support Vector Machines for Texture Classification using Gray-level Histogram and Edge Detection Features", International Journal of Advances in Electronics and Computer Science, vol. 3, no. 3, pp. 1-5, 2016. [pdf]
Shiang, C. W., Mit, E. and Halin A. A., "A feasibility study of an interactive shared single display groupware in resource constrained schools, Sarawak", International Journal of Technology in Teaching and Learning, vol. 2, no. 1, pp. 65-76, 2016. [pdf]
Zand M., Doraisamy S., Halin A. A., Mustaffa M. R., "Texture Classification and Discrimination for Region-Based Image Retrieval", Journal of Visual Communication and Image Representation, vol. 26, pp. 305-316, 2015. [Open Access Article]
Shiang C. W., Mit E., Halin A. A., "Shared Single Display Application: An Interactive Patterns Approach", International Journal of Software Engineering and Its Applications, vol. 9, no. 2, pp. 233-250, 2015. [pdf]
Ashour M. W., Halin A. A., Khalid F., Abdullaah L. N. and Darwish S. H., "Texture-based Classification of Workpiece Surface Images using the Support Vector Machine", International Journal of Software Engineering and Its Applications, vol. 9, no. 10, pp. 147-160, 2015 [pdf]
Shiang C. W., Masli, A. B., Mit E., Halin A. A., "Improved Two-Ways Classification for Agent Patterns", International Journal of Software Engineering and and Computer Systems, vol. 1, pp. 55-75, 2015. [pdf]
Ashour M. W., Khalid F., Abdullah L. N., Halin A. A., "Artificial Neural Network-Based Texture Classification Using Reduced Multidirectional Gabor Features", International Review on Computers and Software, vol. 9, no. 6, pp. 1007-1016, 2014. [pdf]
Halin A. A., Sharef N. M., and Jantan A. H., "Semantic Shot Classification in Soccer Videos via Playfield Ratio and Object Size Considerations", Journal of Convergence Information Technology, vol. 8, no. 4, pp. 402-413, 2013. [pdf]
Halin A. A., and Rajeswari M., "Goal Event Detection in Soccer Videos via Collaborative Multimodal Analysis", Pertanika Journal of Science and Technology, vol. 21, no. 2, pp. 423-442, 2013. [pdf] - Download the full issue here
Halin A. A., Rajeswari M., and Abbasnejad M. E. "Soccer Event Detection via Collaborative Multimodal Feature Analysis and Candidate Ranking", International Arab Journal of Information Technology, vol. 10, no. 5, pp. 493 - 502, 2013. [pdf]
Sharef N.M., Halin A. A., and Mustapha N., "Modelling Knowledge Summarization By Evolving Fuzzy Grammar", American Journal of Applied Sciences, vol. 10, no. 6, pp. 606-614, 2013. [pdf]
Ping H. Y., Abdullah L. N., Sulaiman P. S., and Halin A. A., "Computer Facial Animation: A Review", International Journal of Computer Theory and Engineering , vol. 5, no. 4, pp. 658-662, 2013. [pdf]
Ping H. Y., Abdullah L. N., Halin A. A., Sulaiman P. S., "A Study of Physiological Signals-based Emotion Recognition Systems", International Journal of Computer and Technology , vol. 11, no. 1, pp. 2189-2196, 2013. [pdf]
Jantan A. H., Halin A. A., and Mansor E. I., "Modeling Complex Processes, Navigations, and User Interface in Web Applications", International Journal of Computer and Information Technology, vol. 2, no. 5, pp. 924-933, 2013. [pdf]
Halin A. A., Abul Hasanat M.H., and Rajeswari M., "Event Detection in Soccer Videos through Text-based Localization and Audiovisual Analysis", International Journal of Digital Content Technology and its Applications, vol. 6, no. 15, pp. 164-170-6, 2012. [pdf]
Rahiman A. R., Manshor N., Halin A. A., Sumari P., and Kamarulhaili H., "GR-FB Block Cleaning Scheme in Flash Memory" ACEEE International Journal of Network Security, vol. 2, no. 4, pp. 37-41, 2011. [pdf]
Abbasnejad M. E., Halin A. A., Manshor N., and Rajeswari M., "Automatic Image Annotation using Mixtures of the Exponential Family", Journal of Convergence Information Technology, vol. 6, no. 11, pp. 114-122, 2011. [pdf]
Conference Proceedings and Others
Kalantar, B., Al-Najjar, H. A. H., Mojaddai, H. R., Maruwan, S. A. B. A., Idrees, M. O., Halin, A. A. and Mansor, S. "Urban Planning Using a Geospatial Approach: A Case Study of Libya" IntechOpen, DOI: 10.5772/intechopen.86355, 2019. [Book chapter here].
Kalantar, B., Halin, A. A., Al-Najjar, H. A. H., Mansor, S., van Genderen, J. L., Shafri, H. Z. M. and Zand, M. "26 - A Framework for Multiple Moving Objects Detection in Aerial Videos", in Spatial Modeling in GIS and R for Earth and Environmental Sciences (Eds: Hamid Reza Pourghasemi, Candan Gokceoglu), pp. 573-588, 2019. [Sciencedirect Link]
Kalantar, B., Ueda, N., Al-Najjar, H. A. H., Moayedi, H., Halin, A. A. and Mansor, S., "Uav and LIDAR Image Registration: a Surf-Based Approach for Ground Control Points Selection" in the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences , XLII-2/W13, pp. 413-418, 2019. (ISPRS Geospatial Week 2019, 10–14 June 2019, Enschede, The Netherlands ) [DOI]
Kalantar, B., Mansor, S., Halin, A. A., Ueda, N., Shafri, H. Z. M. and Zand, M. "A graph-based approach for moving objects detection from UAV videos" in Proceedings of SPIE Remote Sensing: Image and Signal Processing for Remote Sensing XXIV, Vol. 107891Y, 2018 (10-13 September 2018, Berlin, Germany) [DOI].
Saud Azeez, O., Kalantar, B., Al-Najjar, H. A. H., Halin, A. A., Ueda, N., and Mansor, S, "Object Boundaries Regularization using the Dynamic Polyline Compression Algorithm" in the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences , Vol. 42, No. 4, pp. 541-546, 2018. (ISPRS TC IV Mid-term Symposium “3D Spatial Information Science – The Engine of Change”, 1–5 October 2018, Delft, The Netherlands ) [DOI] [pdf]
Razali M. S., Halin A. A., Norowi N. and Doraisamy S. C., "The Importance of Multimodality in Sarcasm Detection for Sentiment Analysis" 2017 15th IEEE Student Conference on Research and Development (SCOReD), pp. 56-60, 2017 (13-14 December 2017, Putrajaya, Malaysia). [IEEEXplore link]
Razali M. N., Manshor N., Halin A. A., Yaakob R., Mustapha N., "Food Category Recognition Using SURF and MSER Local Feature Representation", In: Badioze Zaman, H., Robinson, P., Smeaton, A.F., Shih, T.K., Velastin, S., Terutoshi, T., Jaafar, A., Mohamad Ali, N. (Eds.), Advances in Visual Informatics - 5th International Conference on Advances in Visual Informatics 2017, pp. 212-223, vol. 10645, 2017. (Bangi, Malaysia). [Springer LNCS Link]
Razali M. N., Manshor N., Halin A. A., Mustapha N. and Yaakob R., "An integration of minimum local feature representation methods to recognize large variation of foods", 2nd International Conference on Applied Science and Technology (ICAST'17), pp. 020121-1 - 020121-5, 2017. (Kedah, Malaysia). [pdf]
Kalantar B., Mansor S. B,, Shafri H. Z. M. and Halin A. A., "Integration of template matching and object-based image analysis for semi-automatic oil palm tree counting in UAV images", in proceedings of the Asian Association on Remote Sensing, 2016 (Colombo, Sri Lanka). [pdf] [Article webpage][Bibtex]
Aryanfar A., Halin A. A., Yaakob R. and Sulaiman M. N., "A Bibliometric Analysis of Human Action Recognition", in Proceedings of the SAI Intelligent Systems Conference (IntelliSys), pp. 419-427. (London, 2016) [Springer LNNS Link][Excerpt]
Zand M., Doraisamy S. C., Halin A. A., Mustaffa M. R., "Automatic Object Segmentation Using Perceptual Grouping of Regions with Contextual Constraints", 5th. International Conference on Image Processing Theory, Tools and Applications, pp. 530-534, 2015. (10 - 13 November 2015 - Orléans, France) [pdf][IEEEXplore link]
Abad, R. B. K., Halin A. A. and Bahari, M., "Nonintrusive Eye Gaze Tracking using a Single Eye Image", in 2015 IEEE International Conference on Signal and Image Processing Applications, pp. 139-144, 2015. (19-21 October 2015 - Kuala Lumpur, Malaysia) [pdf][IEEEXplore link]
Ashour M. W., Khalid F., Halin A. A. and Abdullah L. N., "Machining Process Classification using PCA Reduced Histogram Features and the Support Vector Machine", in 2015 IEEE International Conference on Signal and Image Processing Applications, pp. 414-418, 2015. (19-21 October 2015 - Kuala Lumpur, Malaysia) [pdf][IEEEXplore link]
Abdullah L. N., Mansor E. I., Halin A. A. and Jantan A. H., "From Hype to Happiness; From Barriers to Drivers" in The Instructor’s Manual For Case Study Development And Its Application: A Case Of Computer Science Application, pp. 48-54, 2015. (Penerbit Universiti Putra Malayisa Press)
Aryanfar A., Yaakob, R., Halin A. A., Sulaiman M. N. and Kasmiran K. A., "Multi-View Human Action Recognition Using Wavelet Data Reduction and Multi-Class Classification", Procedia Computer Science, vol. 62, pp. 585-592, 2015. [pdf] - Proceedings of the 2015 International Conference on Soft Computing and Software Engineering (SCSE'15)
Shahcheraghi Z., See J., Halin A. A., "Image Abstraction Using Anisotropic Diffusion Symmetric Nearest Neighbor Filter", in Advances in Multimedia Information Processing – PCM 2014, Lecture Notes in Computer Science, Vol. 8879, pp. 343-352, 2014. [Springer link]
Aryanfar A., Yaakob R., Halin A. A., Sulaiman M. N. and Kasmiran K. A., "Silhouette-Based Multi-View Human Action Recognition in Video", 2014 International Conference on Computational Science and Technology (ICCST), 2014, ISBN: 978-1-4799-3241-2. [pdf][IEEEXplore link]
Jamil N., AlMisreb A. and Halin A. A., "Illumination-invariant Ear Authentication", Procedia Computer Science, vol. 42, pp. 271-278, 2014. [Open Access Article Online] - Special issue: Medical and Rehabilitation Robotics and Instrumentation 2013 (MRRI2013), Editor: Hanafiah Yussof.
Sulaiman M. S., Nordin, S., Jamil N. and Halin A. A., "Multi-Modality Ontology for Herbal Medicinal Plant Semantic Based Image Retrieval", Proceedings of the Knowledge Management International Conference (KMICe) 2014, Langkawi, Malaysia, pp. 208-213, 2014. (12-15 August 2014) [pdf]
Halin A. A., Sharef N. M., Jantan A. H. and Abdullah L. N., "License Plate Localization using a Naïve Bayes Classifier" in IEEE International Conference on Signal and Image Processing Applications (ICSIPA 2013), 8-10 October 2013, Malacca, Malaysia, pp. 20-24. [IEEEXplore link]
Yaakob, R., Aryanfar A., Halin A. A. and Sulaiman M. N., "A Comparison of Different Block Matching Algorithms for Motion Estimation", Procedia Technology, vol. 11, pp. 199-205, 2013. [pdf] - Special issue: 4th International Conference on Electrical Engineering and Informatics 2013, Eds: Juhana Salim, Mahamod Ismail and Ir. Suwarno
Jantan A. H., Halin A. A., Mansor E. I., "Web Interaction Design: From Navigating Objects to User Interface Elements Presentation" in 2nd International Conference on Digital Enterprise and Information Systems, 4-6 March 2013, Kuala Lumpur, Malaysia, pp. 41-48. [SDIWC.net link]
Manshor N., Halin A. A., Rajeswari M., and Ramachandram D., “Feature Selection via Dimensionality Reduction for Object Class Recognition” in 2nd International Conference on Instrumentation, Communications, Information Technology and Biomedical Engineering, 8-9 November 2011, Bandung, Indonesia, pp. 223-227.[IEEEXplore link]
Halin A. A., M. Rajeswari "Shot View Classification For Playfield-based Sports Video" in IEEE International Conference on Signal and Image Processing Applications (ICSIPA09), 18-19 November 2009, Kuala Lumpur, Malaysia, pp. 410-414. [IEEEXplore link]
Halin A. A., M. Rajeswari, and D. Ramachandram, "Automatic Overlaid Text Detection, Extraction and Recognition for High Level Event/Concept Identification in Soccer Videos" in International Conference on Computer and Electrical Engineering, 2008, Phuket, Thailand, 2008, pp. 587-592. [IEEEXplore link]
Halin A. A., M. Rajeswari, and D. Ramachandram, "Overlaid Text Recognition for Matching Soccer-Concept Keywords," in Fifth International Conference on Computer Graphics, Imaging and Visualization (CGIV'08), 2008, Penang, Malaysia, 2008, pp. 235-241. [IEEEXplore link]
Halin A. A., M. Rajeswari "Shot View Classification using HSV-Color and Object Size", in Computer Science Postgraduate Colloquium 2009, 16-17 June 09, Jerejak Resort and Spa, Penang, Malaysia.
Halin A. A., Rajeswari. M, Ramachandram. D., "Multimodal Video Analysis: A Review", in Computer Science Postgraduate Colloquium 2007, 25-26 June 07, Universiti Sains Malaysia, Penang, Malaysia.
Halin A. A., Amin A.H.M., Cheah W.S., "Study on Information Filtering: Collaborative and Spam Filtering", in proceedings of the Multimedia Departmental Seminar Notes Series, 2005.
Unpublished Writings (CS-IT related) and Publications in Other Fields from 2003 to 2017
Rosli N. A., Ng C. P., Law T. H. and Halin A. A., "Effects of Supervised Driving on Young Novice Drivers' Performance — A Preliminary Study", Asian Transport Studies, vol. 4 (2016-2017), no. 4, pp. 691-703, 2017. [Link]
Law, T. H., Ghanbari M, Hamid H., Halin, A. A. and Ng C. P., "Role of sensory and cognitive conspicuity in the prevention of collisions between motorcycles and trucks at T-intersections", Accident Analysis and Prevention, vol. 96, pp. 64-70, 2016. [pdf]
Law T. H., Ghanbari M., Hamid H., Halin A. A., Ng C. P., "Examining the Effect of Visual Treatments on Truck Drivers’ Time-to-arrival Judgments of Motorcycles at T-intersections", Transportation Research Part F: Traffic Psychology and Behaviour, vol. 33, pp. 66-74, (August) 2015. [Sciencedirect Link]
Halin A. A., "Why Dot-coms Failed", Research paper for The Internet and Multimedia (MMS5030) course at Monash University (Caulfield), Australia, 2003. [pdf]
Halin A. A., "Usability of WAP-enabled Mobile Phones", Research paper for The Multimedia Industry (MMS5950) course at Monash University (Caulfield), Australia, 2003. [pdf]
Shiang C. W., Amin A. H. M., and Halin A. A., "Information Filtering", Research paper for Data Mining (CSE5320) course at Monash University (Caulfield), Australia, 2003. [pdf]