Dr. Siti Khairunniza Bejo
Associate ProfessorUniversiti Putra Malaysia, Malaysia
Highest Degree
Ph.D. in Image Processing from University of Surrey, UK
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Biography
Assoc. Prof. Dr. Siti Khairunniza Bejo is a Head of Department at Department of Biological and Agricultural Engineering, Faculty of Engineering, UPM. She also serves as Key Researcher at Smart Farming Technology Research Centre, UPM and Research Associates at Institute of Plantation Studies, UPM. She obtained her Bachelor of Engineering degree in Computer Systems and Communication from Universiti Putra Malaysia and her Ph.D degree in Image Processing from the University of Surrey, UK. Her fields of specialization are in Imaging Technology and Precision Agriculture. She was the Guest Editorial Board Member for the Pertanika Journal of Science & Technology. She is the Executive Committee of Institute of Electrical and Electronics Engineers (IEEE) Young Professionals and a member of IEEE, The Institution of Engineers Malaysia (IEM), Malaysian Remote Sensing Society (MRSS) and Malaysian Society of Agricultural Engineers (MSAE).
Area of Interest:
Selected Publications
- Sowat, S.N., W.I.W. Ismail, M.R. Mahadi, S.K. Bejoand M.S.M. Kassim, 2018. Trend in the development of oil palm fruit harvesting technologies in Malaysia. J. Teknol., 80: 83-91.
Direct Link | - Lin, M.G., O. Lasekan, N. Saari and S. Khairunniza-Bejo, 2018. Effect of chitosan and carrageenan-based edible coatings on post-harvested longan (Dimocarpus longan) fruits. CYTA-J. Food, 16: 490-497.
CrossRef | Direct Link | - Khosrokhani, M., S. Khairunniza-Bejo and B. Pradhan, 2018. Geospatial technologies for detection and monitoring of Ganoderma basal stem rot infection in oil palm plantations: A review on sensors and techniques. Geocarto Int., 33: 260-276.
CrossRef | Direct Link | - Khaled, A.Y., S.A. Aziz, S.K. Bejo, N.M. Nawi and I.A. Seman, 2018. Spectral features selection and classification of oil palm leaves infected by Basal Stem Rot (BSR) disease using dielectric spectroscopy. Comput. Elect. Agric., 144: 297-309.
CrossRef | Direct Link | - Khaled, A.Y., S. Abd Aziz, S.K. Bejo, N.M. Nawi, I.A. Seman and D.I. Onwude, 2018. Early detection of diseases in plant tissue using spectroscopy-applications and limitations. Applied Spectrosc. Rev., 53: 36-64.
CrossRef | Direct Link | - Khairunnniza-Bejo, S., N. Ramli and F.M. Muharam, 2018. Wireless Sensor Network (WSN) Applications in plantation canopy areas: A review. Asian J. Scient. Res., 11: 151-161.
CrossRef | Direct Link | - Hashim, I.C., A.R.M. Shariff, S.K. Bejo, F.M. Muharam and K. Ahmad, 2018. Classification for non infected and infected ganoderma boninense of oil palm trees using ALOS PALSAR-2 backscattering coefficient. IOP Confer. Ser.: Earth Environ. Sci., Vol. 169. 10.1088/1755-1315/169/1/012066.
CrossRef | Direct Link | - Alfatni, M.S.M., A.R.M. Shariff, S.K. Bejo, O.M.B. Saaed and A. Mustapha, 2018. Real-time oil palm FFB ripeness grading system based on ANN, KNN and SVM classifiers. IOP Confer. Ser.: Earth Environ. Sci., Vol. 169. 10.1088/1755-1315/169/1/012067.
CrossRef | Direct Link | - Yusoff, N.M., F.M. Muharam and S. Khairunniza-Bejo, 2017. Towards the use of remote-sensing data for monitoring of abandoned oil palm lands in Malaysia: A semi-automatic approach. Int. J. Remote Sens., 38: 432-449.
CrossRef | Direct Link | - Sowat, S.N., W.I.W. Ismail and S.K. Bejo, 2017. Design and feasibility study of a surface-irregularities adaptive tracked crawler based on oil palm tree morphological features. J. Eng. Applied Sci., 12: 5949-5955.
Direct Link | - Lin, M.G., O. Lasekan, N. Saari and S. Khairunniza-Bejo, 2017. The effect of the application of edible coatings on or before ultraviolet treatment on postharvested longan fruits. J. Food Qual., Vol. 2017. 10.1155/2017/5454263.
CrossRef | Direct Link | - Khosrokhani, M., S. Khairunniza-Bejo and B. Pradhan, 2017. Geospatial technologies for detection and monitoring of Ganoderma basal stem rot infection in oil palm plantations: a review on sensors and techniques. Geocarto Int., 10.1080/10106049.2016.1243410.
CrossRef | Direct Link | - Johari, S.N.A.M., S. Khairunniza-Bejo and W.I.W. Ismail, 2017. Identification of dorsal and ventral surface of rubber seed using image processing and machine learning approach. Sci. Int., 29: 121-125.
Direct Link | - Groß, T., N. Hashim, S. Khairunniza-Bejo, A.S. Abd and M. Zude-Sasse, 2017. Determination of maturity stages of oil palm fresh fruit bunches using multispectral imaging method. Acta Hortic., 1152: 71-76.
Direct Link | - Bahaman, A.R., S.A. Nordin, V. Poulsaeman and S.K. Bejo, 2017. Case 7: Tragic Outing. In: A Problem-Based Learning Approach One Health Cases, Arshad, S.S., G.T. Selvarajah, W.M.S.M. Mossadeq, F.M. Kamal, J.H. Amuguni, M.A. Omar and R. Abdullah (Eds.)., Universiti Putra Malaysia Press, Serdang, Malaysia.
- Ali, M.M., N. Hashim, S.K. Bejo and R. Shamsudin, 2017. Rapid and nondestructive techniques for internal and external quality evaluation of watermelons: A review. Scient. Horticult., 225: 689-699.
CrossRef | Direct Link | - Ali, M.M., N. Hashim, S.K. Bejo and R. Shamsudin, 2017. Quality Evaluation of Watermelon using Laser-induced Backscattering Imaging during Storage. Postharvest Biol. Technol., 123: 51-59.
CrossRef | Direct Link | - Ali, M.M., N. Hashim, S.K. Bejo and R. Shamsudin, 2017. Laser-induced backscattering imaging for classification of seeded and seedless watermelons. Comput. Elect. Agric., 140: 311-316.
CrossRef | Direct Link | - Ali, M.M., N. Hashim, S. Khairunniza-Bejo, R. Shamsudin and W.N.F.H.W. Sembak, 2017. RGB imaging system for monitoring quality changes of seedless watermelon during storage. Acta Hortic., 1152: 361-366.
Direct Link | - Ali, M.M., N. Hashim, R. Shamsudin and S.K. Bejo, 2017. Optical parameters in food and agricultural processing. Int. Food Res. J., 24: 908-914.
Direct Link | - Muazu, A., A. Yahya, W.I.W. Ishak and S. Khairunniza-Bejo, 2016. Optimization of Energy Use Intensity using data Envelopment Analysis and Benchmarking Methodology for Sustainable Rice Cultivation under Wetland Direct Seeding Conditions in Malaysia. Jurnal Teknologi, 78: 21-28.
CrossRef | Direct Link | - Khairunniza-Bejo, S., Z. Zulkifli and F.M. Muharam, 2016. Effect of nitrogen fertilizer to growth, biomass and grain yield of paddy. Int. Confer. Agric. Food Eng., 1152: 159-164.
Direct Link | - Khairunniza-Bejo, S., N. Sumgap and N.A.M.J. Siti, 2016. Relationship between soil moisture content in paddy field and its image texture. J. Teknologi, 78: 93-96.
Direct Link | - Khairunniza-Bejo, S., N. Azman and N. Jamil, 2016. Paddy Grading using Thermal Imaging Technology. Int. Food Res. J., 23: 45-48.
Direct Link | - Jahanshiri, E., A.R.M. Shariff, S. Khairunniza-Bejo and A. Wayayok, 2016. Developing geostatistical mapping tools for precision farming of rice. Acta Hortic., 1152: 77-86.
Direct Link | - Ezrin, M.H., W. Aimrun, M.S.M. Amin and S. Khairunniza-Bejo, 2016. Development of real Time Soil Nutrient Mapping System in Paddy Field. J. Teknologi, 78: 125-131.
CrossRef | Direct Link | - Abdulkadir, T.D., W.I.W. Ishak, M.S.M. Kasim and S. Khairunniza-Bejo, 2016. Suitability of Capsule as a Paddy Coating Material for the System of Rice Intensification (SRI). Jurnal Teknologi, 78: 105-110.
CrossRef | Direct Link | - Zulkifli, Z. and S. Khairunniza-Bejo, 2015. Paddy Growth Monitoring Using Terrestrial Laser Scanner. Austr. J. Basic Appl. Sci., 9: 90-96.
Direct Link | - Muazu, A., A. Yahya, W.I.W. Ishak and S. Khairunniza-Bejo, 2015. Energy audit for sustainable wetland paddy cultivation in Malaysia. Energy, 87: 182-191.
CrossRef | Direct Link | - Khairunniza-Bejo, S., Y. Yusoff, N.S.N. Yusoff, I.A. Seman and M.I. Anuar, 2015. Identification of Healthy and BSR-Infected Oil Palm Trees Using Color Indices. Int. J. Biol. Biomol. Agric. Food Biotechnol. Eng., 9: 674-767.
Direct Link | - Azman, N., S. Khairunniza-Bejo, W.I.W. Ismail and A. Wayayok, 2015. Development of fresh harvested paddy quality determination model using color indices. Aust. J. Basic Applied Sci., 9: 50-56.
Direct Link | - Saberioon, M.M., M.S.M. Amin, A.R. Anuar, A. Gholizadeh, A. Wayayok and S. Khairunniza-Bejo, 2014. Assessment of Rice Leaf Chlorophyll Content using Visible Bands at Different Growth Stages at Both the Leaf and Canopy Scale. Int. J. Applied Earth Observation Geoinf., 32: 35-45.
CrossRef | Direct Link | - Muazu, A., A. Yahya, W.I.W. Ishak and S. Khairunniza-Bejo, 2014. Yield Prediction Modeling Using Data Envelopment Analysis Methodology for Direct Seeding, Wetland Paddy Cultivation. Agric. Agric. Sci. Procedia, 2: 181-190.
CrossRef | Direct Link | - Muazu, A., A. Yahya, W.I.W. Ishak and S. Khairunniza-Bejo, 2014. Machinery Utilization and Production Cost of Wetland, Direct Seeding Paddy Cultivation in Malaysia. Agric. Agric. Sci. Procedia, 2: 361-369.
CrossRef | Direct Link | - Khairunniza-Bejo, S., S. Mustapha and W.I.W. Ismail, 2014. Application of Artificial Neural Network in Predicting Crop Yield: A Review. J. Food Sci. Eng., 4: 1-9.
- Khairunniza-Bejo, S. and S. Kamaruddin, 2014. Determination of Chokanan Mango Sweetness (Mangifera indica) Using Non-destructive Image Processing Technique. Aust. J. Crop Sci., 8: 475-480.
Direct Link | - Khairunniza-Bejo, S. and M.S. Nor, 2014. Mature and Immature Paddy Identification using Image Processing Technique. J. Eng. Sci. Technol., 9: 326-333.
Direct Link | - Khairunniza-Bejo, S. and C.N. Vong, 2014. Detection of Basal Stem Rot (BSR) Infected Oil Palm Tree Using Laser Scanning Data. Agric. Agric. Sci. Procedia, 2: 156-164.
CrossRef | Direct Link | - Kassim, M.S.M., W.I.W. Ishak, A.R. Ramli and S. Khairunniza-Bejo, 2014. Image Clustering Technique in Oil Palm Fresh Fruit Bunch (FFB). Agric. Agric. Sci. Procedia, 2: 337-344.
CrossRef | Direct Link | - Jamil, N. and S. Khairunniza-Bejo, 2014. Husk Detection Using Thermal Imaging Technology. Agric. Agric. Sci. Procedia, 2: 128-135.
CrossRef | Direct Link | - Haw, C.L., W.I.W. Ismail, S. Kairunniza-Bejo, A. Putih and R. Shamshiri, 2014. Colour vision to determine paddy maturity. Int. J. Agric. Biol. Eng., 7: 55-63.
Direct Link | - Hanibah, S.S.B., S. Khairunniza-Bejo, W.I.W. Ismail and A. Wayayok, 2014. Determination of physical rice composition using image processing technique. J. Food Agric. Environ., 12: 205-209.
Direct Link | - Farid, M., S. Khairunniza-Bejo, F. Vesali and Y. Jyuking, 2014. A New Mathematical Drying Model for Paddy Rice via Thermal Imaging. J. Food Agric. Environ., 12: 666-668.
Direct Link | - Farid, M., S. Khairunniza-Bejo and A. Azman, 2014. An Approach to Estimate Moisture Content of Paddy Rice via Thermal Imaging. J. Food Agric. Environ., 12: 188-191.
Direct Link | - Azman, N., S. Khairunniza-Bejo, W.I.W. Ismail and W. Wayayok, 2014. Estimating Maturity of Paddy Using RGB Colour Space. J. Adv. Agric. Technol., 1: 119-124.
Direct Link | - Norasma, C.Y.N., A.R.M. Shariff, E. Jahanshiri, M.S.M. Amin, S.Khairunniza- Bejo and A.R. Mahmud, 2013. Web-Based Decision Support System for Paddy Planting Management. Pertanika J. Sci. Technol., 21: 343-364.
Direct Link | - Khairunniza-Bejo, S. and N. Jamil, 2013. Preliminary study on detection of fungal infection in stored paddy using thermal image. Int. Proc. Chem. Biol. Environ. Eng., 60: 19-23.
- Ezrin, M.H., W. Aimrun, M.S.M. Amin and S. Khairunniza-Bejo, 2013. Development of on-the-go Soil Nitrogen Mapping System for Site Specific Management. J. Inst. Eng. Malaysia, 74: 14-20.
Direct Link | - Kassim, M.S.M., W.I.W. Ismail, A.R. Ramli and S. Khairunniza-Bejo, 2012. Oil Palm Fresh Fruit Bunches (FFB) Growth Determination System to Support Harvesting Operation. J. Food Agric.Environ., 10: 620-625.
Direct Link | - Amin, M.R.M., S. Khairunniza-Bejo, W.I.W. Ismail and S. Mashoor, 2012. Colour Extraction of Agarwood Images for Fuzzy C-Means Classification. Walailak J. Sci. Technol., 9: 445-459.
Direct Link | - Sumgap, N.H. and S. Khairunniza-Bejo, 2011. Color Spaces for Paddy Soil Moisture Content Determination. J. Trop. Agric. Food Sci., 39: 103-115.
Direct Link | - Khairunniza-Bejo, S. and A.R.M. Shariff, 2011. Historical Analysis of the Land Movement in Landslide Area Using Elastic Image Registration and Conditional Statement Approach. Int. J. Multimedia Ubiquitous Eng., 6: 37-48.
Direct Link | - Jahari, M., S. Khairunniza-Bejo, A.R.M. Shariff and H.Z.M. Shafri, 2011. Change detection studies in Matang Mangrove Forest area, Perak. Pertanika J. Sci. Technol., 19: 307-327.
Direct Link | - Mobarak, B.A., M. Shattri, A.R.M. Shariff, S. Khairunniza-Bejo and N.K. Mhamed, 2010. Generation of DEMs from Single SAR Image Using Radar Shape from Shading Technique. Int. Geoinf. Res Devel. J., 1: 59-69.
Direct Link | - Khairunniza-Bejo, S., M. Petrou and A. Ganas, 2010. Local Similarity Measure for Landslide Detection and Identification in Comparison with the Image Differencing Method. Int. J. Remote Sens., 31: 6033-6045.
CrossRef | Direct Link | - Khairunniza-Bejo, S. and M. Petrou, 2010. Elastic Image Registration for Landslides Monitoring. Int. J. Signal Process., 3: 71-86.
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