Field testing of vision based macadamia yield monitoring

Paper

Dunn, Mark, Billingsley, John and Bell, David. 2005. "Field testing of vision based macadamia yield monitoring." Billingsley, John (ed.) 12th Annual Conference on Mechatronics and Machine Vision in Practice (M2VIP 2005). Manila, Philippines 29 Nov - 01 Dec 2005 Hertfordshire, England.
Paper/Presentation Title

Field testing of vision based macadamia yield monitoring

Presentation TypePaper
AuthorsDunn, Mark (Author), Billingsley, John (Author) and Bell, David (Author)
EditorsBillingsley, John
Journal or Proceedings TitleProceedings of the 12th Annual Conference on Mechatronics and Machine Vision in Practice (M2VIP 2005)
ERA Conference ID43911
Number of Pages6
Year2005
Place of PublicationHertfordshire, England
ISBN9781604236149
Conference/Event12th Annual Conference on Mechatronics and Machine Vision in Practice (M2VIP 2005)
Event Details
12th Annual Conference on Mechatronics and Machine Vision in Practice (M2VIP 2005)
Delivery
In person
Event Date
29 Nov 2005 to end of 01 Dec 2005
Event Location
Manila, Philippines
Abstract

[Abstract]: Algorithms for visually identifying macadamia nuts in real time have been previously reported in (Dunn and Billingsley, 2003). This paper describes field trials on that system, with the additional tasks of integrating GPS and visual tree location. It describes a full working prototype harvester equipped with three cameras counting nuts, one camera mounted transversely logging in-field position by identifying individual trees, a ground speed radar and a Differential GPS receiver. With this system, individual nuts are identified and logged to a position in the field accurate to the nearest 10cm. This allows full yield mapping of the orchard to the individual tree level.

Keywordsmachine vision, data fusion, localisation
ANZSRC Field of Research 2020460304. Computer vision
400799. Control engineering, mechatronics and robotics not elsewhere classified
400707. Manufacturing robotics
Public Notes

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Byline AffiliationsNational Centre for Engineering in Agriculture
Hidden Valley Plantation, Australia
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Billingsley, John. 2006. Essentials of mechatronics. United States. John Wiley & Sons.
The role of native rodents in seed dispersal and seed predation of the Bunya Pine (Araucaria bidwillii)
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.