Image based modeling for oil palm fruit maturity prediction

Journal of Food, Agriculture and Environment

Volumn 8, Issue 2, 2010, Pages 469-476

  Ishak, W I W ^a   Hudzari, R M ^a  

^a UNIVERSITY PUTRA MALAYSIA   (Malaysia)

Author keywords

Day estimation for harvesting; Maturity prediction; Mesocarp oil content; Oil palm optical properties

Indexed keywords

PALM OIL;

ANALOG DIGITAL CONVERTER; ARTICLE; CAMERA; COMPUTER PROGRAM; ELAEIS GUINEENSIS; FRUIT COLOR; FRUIT DEVELOPMENT; FRUIT MORPHOLOGY; FRUIT RIPENING; IMAGE ANALYSIS; IMAGING; NONHUMAN; PLANT; PLANTATION; REGRESSION ANALYSIS; SOXHLET EXTRACTION; SURFACE PROPERTY; VALIDATION PROCESS;

ELAEIS; ELAEIS GUINEENSIS;

EID: 77952815483     PISSN: 14590255     EISSN: 14590263     Source Type: Journal    
DOI: None     Document Type: Article

References (26)

1. MPOIP. 2008. Malaysian Palm Oil Industry Performance. Global Oils and Fats Business Magazine 6(1).
2. MPOB. 2005. Malaysian Oil Palm Board. Bandar Baru Bangi, Kajang, Selangor, Malaysia.
3. Khalid, K. B. and Abbas, Z. 1992. A microstrip sensor for determination of harvesting time for oil palm fruits (Tenera: Elaeis guineensis). J. Microwave Power and Electromagnetic Energy 27(1):3-10.
4. Idris, O., Ashhar, K. M., M. Haniff, H. and Basri, W. M. 2003. Colour Meter for Measuring Fruit Ripeness. MPOB Information Series.
5. Abdullah, M. Z., Guan, L. C. and Mohd Azemi, B. M. N. 2004. Stepwise discriminant analysis for colour grading of oil palm using machine vision. Transactions of IChemE. 79(Part C):223-231.
6. Balasundram, S. K., Robert, P. C. and Mulla D. J. 2006. Relationship between oil content and fruit surface color in oil palm Elaeis guineensis Jacq. Journal of Plant Sciences 1(3):217-227.
7. Forsyth, D. 1990. A novel algorithm for color constancy. International Journal Computer Vision 5:5-36.
8. Ashhar, K. M., Idris, O. and Haniff, H. 2000. Colour recognition system for FFB grading. MINT R&D 2000 Seminar.17-19 Oct. 2000, Bangi, Selangor.
9. Hudzari, R. M., Ishak, W. I. W., Rahman, R. A. and Nasir, S. M. 2008. Modeling of oil palm fruit maturity for development of outdoor vision system. Int. Journal of Food Engineering 4(3):Article 5.
10. Hudzari, R. M., Ishak, W. I. W., Rahman, R. A., Nasir, S. M. and Haniff, H. M. 2009. Development of image based modeling for determination of oil content and days estimation for harvesting of fresh fruit bunches. Int. Journal of Food Engineering 5(2): Article 12.
11. Buluswar, S. 2002. Models for Outdoor Colour Vision. Doctoral Dissertation, University of Massachusetts, Amherst.
12. Ruiz-Ruiza, G., Gómez-Gilb, J. and Navas-Graciaa, L. M. 2007. Testing different color spaces based on hue for the environmentally adaptive segmentation algorithm (EASA). Computers and Electronics in Agriculture 68(1):76-88.
13. Deraman, M. S., Shuib, A. R. and Jaafar, M. S. 2007. Roller-type Oil Palm Loose Fruit Picker. MPOB Information Series, No. 460.
14. Ariffin, A. A.1990. The biochemical aspects of ripeness standard. Proc. of the Symposium on Impact of the Pollinating Weevil on the Malaysian Oil Palm Industry, Kuala Lumpur, PORIM, pp. 165-176.
15. Chen, Y. R., Chao, K. and Kim, M. S. 2002. Machine vision technology for agricultural applications. Computers and Electronics in Agriculture 36:171-173. (Pubitemid 35409381)
16. Ishak, W. I. W., Zohadie, B. M. and Abdul Malik, A. H. 2000. Optical properties for mechanical harvesting of oil palm FFB. Journal of Oil Palm Research 11(2):38-45.
17. Teoh, C. H. 2002. The Palm Oil Industry in Malaysia: From Seed to Frying Pan Prepared. WWF Switzerland Hon. Advisor, Plantation Agriculture, WWF Malaysia.
18. Dennis, P. C. 2003. A Short Course in Nikon Coolpix 4500 Photography. USA.
19. Hudzari R. M. and Ismail, W. I. W.2007. Development of software automation for agriculture vision system. World Engineering Congress, 5-7 August 2007, Penang, Malaysia.
20. nd edn. Add.-Wesley, Reading, USA.
21. Harun, M. H. and Noor, M. R. M. 2002. Fruit set and oil palm bunch components. Journal of Oil Palm Research 14(2):24-33.
22. Hamidoghli, Y., Jamalizadeh, S. and Malakroudi, M. R. 2008. Determination of harvesting time effect on quality and quantity of olive (Olea europea L.) oil in Roudbar regions. Journal of Food, Agriculture & Environment 6(2):238-241.
23. Vincent B. 2008. Digital Photography Review. Available at: http://www.dpreview.com
24. Flingoh, C.O. and Zukarinah, K. 1989. Measurement palm mesokarp oil content by nuclear magnetic resonance. Porim, International Palm Oil Development Conference, Kuala Lumpur, Malaysia.
25. Awal, M. A., Ishak, W., Harun, M. H. and Endan, J. 2005. Methodology and measurement of radiation interception by quantum sensor of the oil palm plantation. Sangklanakarin Journal of Science and Technology Thailand 27(5):1083-1093.
26. Mohamed, A. R., Sapuan, S. M., Shahjahan, M. and Khalina, A. 2007. Characterization of pineapple leaf fibers from selected Malaysian cultivars. Journal of Food, Agriculture & Environment 7(1):235-240.