Vision based macadamia yield assessment

Article

Billingsley, John, Dunn, Mark and Bell, David. 2006. "Vision based macadamia yield assessment." Sensor Review. 26 (4), pp. 312-317. https://doi.org/10.1108/02602280610692024
Article Title

Vision based macadamia yield assessment

Article CategoryArticle
AuthorsBillingsley, John (Author), Dunn, Mark (Author) and Bell, David (Author)
Journal TitleSensor Review
Journal Citation26 (4), pp. 312-317
Number of Pages6
Year2006
Place of PublicationBingley, United Kingdom
Digital Object Identifier (DOI)https://doi.org/10.1108/02602280610692024
Web Address (URL)http://www.emeraldinsight.com/journals.htm?articleid=1575687&show=abstract
Abstract

Purpose – To describe the prototype macadamia nut yield monitor.

Design/methodology/approach – In this paper, the machine vision-based yield monitor for macadamia nut plantations is described. A summary of sensor fusion procedures is presented. Additionally, a summary of current testing progress is provided.

Findings – Using vision to count nuts has the potential to revolutionise yield monitoring for the macadamia industry. Additionally, using a vision sensor for in-field location can provide a low cost, highly accurate method of positioning. Tractor (and nut) location can be determined accurate to 12?mm.

Practical implications – This project has culminated in the creation of a working prototype harvester. A commercial unit is in the design stage for operation in 2007 harvest season.

Originality/value – This paper describes the solution to a particular problem in the macadamia industry, with potential use in wider fields.

Keywordsagricultural equipment; image processing; sensors
ANZSRC Field of Research 2020400999. Electronics, sensors and digital hardware not elsewhere classified
300207. Agricultural systems analysis and modelling
460306. Image processing
Byline AffiliationsNational Centre for Engineering in Agriculture
Hidden Valley Plantation, Australia
Institution of OriginUniversity of Southern Queensland
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Smith, I. R., Withers, Kerry and Billingsley, John. 2005. "The role of native rodents in seed dispersal and seed predation of the Bunya Pine (Araucaria bidwillii)." Cree, Alison (ed.) 22nd Annual Conference of the Australian and New Zealand Society for Comparative Physiology and Biochemistry (ANZSCPB 2005). Dunedin, New Zealand 09 - 11 Dec 2005 New Zealand.
Application of machine vision technology to identification of oestrous in the Julia Creek dunnart (Sminthopsis douglasi)
Bjursell, A., Dunn, M., Withers, K., Senior, G., Lundie-Jenkins, G. and Billingsley, J.. 2005. "Application of machine vision technology to identification of oestrous in the Julia Creek dunnart (Sminthopsis douglasi)." Cree, Alison (ed.) 22nd Annual Conference of the Australian and New Zealand Society for Comparative Physiology and Biochemistry (ANZSCPB 2005). Dunedin, New Zealand 09 - 11 Dec 2005 New Zealand.
The steering of trailed implements for tractor path tracking
Ong, Clement and Billingsley, John. 2003. "The steering of trailed implements for tractor path tracking." Billingsley, John (ed.) 10th Annual Conference on Mechatronics and Machine Vision in Practice (MViP 2003). Perth, Australia 09 - 11 Dec 2003 Taunton, England.
Machine vision classification of animals
Dunn, Mark, Billingsley, John and Finch, Neal. 2003. "Machine vision classification of animals." Billingsley, John (ed.) 10th Annual Conference on Mechatronics and Machine Vision in Practice (MViP 2003). Perth, Australia 09 - 11 Dec 2003 Research Studies Press.
Teaching mechatronics principles using laboratory classes
Billingsley, John and Dunlop, Reg. 2003. "Teaching mechatronics principles using laboratory classes." Billingsley, John (ed.) 10th Annual Conference on Mechatronics and Machine Vision in Practice (MViP 2003). Perth, Australia 09 - 11 Dec 2003 Taunton, England.
Unusual vision - machine vision applications at the NCEA
Billingsley, John and Dunn, Mark. 2005. "Unusual vision - machine vision applications at the NCEA." Sensor Review. 25 (3), pp. 202-208. https://doi.org/10.1108/02602280510606480
Torpor in the carnivorous marsupial Sminthopsis macroura: effects of food quality and food quantity
Withers, Kerry W., White, Debra H. and Billingsley, John. 2000. "Torpor in the carnivorous marsupial Sminthopsis macroura: effects of food quality and food quantity." Heldmaier, Gerhard, Klingenspor, Martin and Klaus, Susanne (ed.) 11th International Hibernation Symposium. Jungholz, Austria 13 - 18 Aug 2000 Berlin, Germany.