Bio-imaging & Sensing Center

Contact | Location | Suggestions
Computer Vision | Neural Networks | Fuzzy Logic | Decision Support System | Non-destructive Sensing Techniques
Hardware | Software
Past Projects | On-going Projects
Publications | Patents | Software
Staff/Student Members | Faculty Members
Advisory Board Members | Industrial Collaborators

Past Projects

Image Processing/Analyzing Software for Oat Kernel Images

  • A image processing/analyzing software to determine major, minor axes length, and area of individual oat kernels
  • Actual sizes in millimeters were reported by using an image of a statndard scale
  • The program were calibrated using actual hand measurement of various objects including oat kernels
  • The accuracy of the program was around 99%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Sample Program Output

 

 

 

 

Oat Kernel Images

 

 

Publications utilizing the program

  • Doehlert, D.C., McMullen, M.S., Jannink, J-L., Panigrahi, S., Gu, H., and Riveland, N. (2004) Evaluation of oat kernel size uniformity. Crop Science Acccepted 11/14/03
  • Doehlert, D.C., McMullen, M.S., Jannink, J-L., Panigrahi, S., Gu, H., and Riveland, N. (2004) Influence of oat kernel size and size distributions of test weight. Cereal Research Communications Accepted 11/12/03
  • Doehlert, D.C., M.S. McMullen, J.L. Jannink, S. Panigrahi, H. Gu, and N. R. Riveland. (2004) A Bimodal Model for Oat Kernel Size Distributions. Canadian Journal of Plant Science Accepted 10/26/2004

 

 

 

 

 

 

 

 

 

Copyright © 2004 [Bio-imaging & Sensing Center]. All rights reserved.
Revised: September 21, 2004