Unusual vision - machine vision applications at the NCEA

Article

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
Article Title

Unusual vision - machine vision applications at the NCEA

Article CategoryArticle
AuthorsBillingsley, John (Author) and Dunn, Mark (Author)
Journal TitleSensor Review
Journal Citation25 (3), pp. 202-208
Number of Pages7
Year2005
Place of PublicationBingley, W.Yorks. United Kingdom
Digital Object Identifier (DOI)https://doi.org/10.1108/02602280510606480
Web Address (URL)http://www.emeraldinsight.com/0260-2288.htm
Abstract

Purpose - The paper draws together a range of somewhat unusual machine vision applications, with an integrating overview.
Design/methodology/approach - The National Centre for Engineering in Agriculture is amassing a portfolio of projects involving machine vision. These include identification of animal species, visual counting of macadamia nuts, analysis of animal behaviour and a number of quality control functions. DirectX tools have been developed and are applicable across a wide range of applications, while theory is extended in several ways. Findings - Most of the projects are still in progress, but results are reported on the degree of success of a range of methods. Strategies and algorithms are discussed. Research limitations/implications - Vision-based solutions are applied to a diversity of tasks. There will be a continuing stream of such problems with abundant opportunities for research.
Practical implications - The projects are in essence practical, although they have inspired new methodologies. They are conducted in close collaboration with the industries involved and will be deemed to have failed if the outcome is not put to commercial use.
Originality/value - The paper draws together a portfolio of projects, allowing an analysis to be made of the features that unite and differentiate them. It will be of interest to both researchers and those with instrumentation problems.

Keywordsvisual perception; inspection; agriculture; food technology
ANZSRC Field of Research 2020409902. Engineering instrumentation
460304. Computer vision
400699. Communications engineering not elsewhere classified
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Byline AffiliationsNational Centre for Engineering in Agriculture
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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.
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.