A monocular vision-based diameter sensor for Miscanthus giganteus

Lei Zhang, Tony E. Grift

Research output: Contribution to journalArticle

Abstract

The stem diameter of Miscanthus giganteus (MxG) is an important parameter in the measurement of stand volume and yield. To measure the diameters of MxG stems automatically, a vision-based diameter sensor was developed, consisting of a camera and a laser sheet that was slanted downward at a 15° angle. The laser sheet projected Illuminated Line Segments (ILSs) onto the MxG stems, creating detectable features in images that enabled the depth from the camera to the stems and, subsequently, the stem diameters to be measured.To evaluate the method in a sample of 1364 MxG stems, originating from 100 randomly selected images, the depths and diameters of 150 stems were measured manually and plotted versus their automatically measured counterparts. Straight lines with intercept were fitted to both the depth and diameter data. The depth measurements, ranging from 368 to 1486mm, yielded a slope of 1.002, an intercept of -1.2mm and a coefficient of determination of 0.998. The diameter data, ranging from 3.1 to 14.6mm, yielded a slope of 0.845, an intercept of 1.4mm and a coefficient of determination of 0.926.

Original languageEnglish (US)
Pages (from-to)298-304
Number of pages7
JournalBiosystems Engineering
Volume111
Issue number3
DOIs
StatePublished - Mar 1 2012

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Monocular Vision
Miscanthus giganteus
sensors (equipment)
Lasers
Cameras
sensor
stem
stems
Sensors
cameras
lasers
laser

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Food Science
  • Animal Science and Zoology
  • Agronomy and Crop Science
  • Soil Science

Cite this

A monocular vision-based diameter sensor for Miscanthus giganteus. / Zhang, Lei; Grift, Tony E.

In: Biosystems Engineering, Vol. 111, No. 3, 01.03.2012, p. 298-304.

Research output: Contribution to journalArticle

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