This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Evaluation of Machine Vision Algorithms for Locating Corn Plants
Annotation ability available
Sector:
Language:
English
Abstract
The feasibility study of using machine vision technology to locate corn plants was conducted to determine its potential in the development of an intelligent detasseling machine. A corn plant feature, the main vein of leaf, was used and the method of feature detection was developed for corn plant identification. Experimental results showed that the leaf feature and the center of the plant can be detected and located using image processing techniques when an image is taken from above of a plant. This research showed that it is possible to identify and locate the corn plant using machine vision technology.
Authors
Citation
Jia, J., Krutz, G., and Gibson, H., "Evaluation of Machine Vision Algorithms for Locating Corn Plants," SAE Technical Paper 911794, 1991, https://doi.org/10.4271/911794.Also In
References
- Sarkar, N. Wolfe R. R. 1985 Feature extraction techniques for sorting tomatoes by computer vision TRANSACTIONS of the ASAE 28 3 970 979
- Sarkar, N. Wolfe R. R. 1985 Computer vision based system for quality separation of fresh market tomatoes TRANSACTIONS of the ASAE 28 5 1714 1718
- Rehkugler G. E. Throop J. A. 1986 Apple sorting with machine vision TRANSACTIONS of the ASAE 29 5 1388 1397
- Rehkugler G. E. Throop J. A. 1989 Image processing algorithm for apple defect detection TRANSACTIONS of the ASAE 32 1 267 272
- Gunasekaran, S. Cooper T. M. Berlage A. G. Krishnan P. 1987 Image processing for stress cracks in corn kernels TRANSACTIONS of the ASAE 30 1 266 271
- Gunasekaran, S. Cooper T. M. Berlage A. G. 1988 Evaluating quality factors of corn and soybeans using a computer vision system TRANSACTIONS of the ASAE 31 4 1264 1271
- Rigney, M. P. Kranzler G. A. 1988 Machine vision for grading southern pine seedlings TRANSACTIONS of the ASAE 31 2 642 646
- Miller, B. K. Delwiche M. J. 1989 Color vision system for peach grading TRANSACTIONS of the ASAE 7 4 1484 1490
- Ballard, D. H. Brown C. M. 1982 Computer Vision Prentice-Hall, Inc. NJ
- Datacube, Inc. 1988 Max Vision AT-1 user's manual Datacube, Inc. Peabody, MA
- Jia, J. Krutz G. W. Gibson H. G. 1990 Corn Plant Locating by Image Processing Proceedings of SPIE - Optics in Agriculture 1379 246 253
- Jia, J. Gibson H. G. Krutz G. W. 1990 Forces Required to Remove Tassels from Dent Seed Corn Applied Engineering in Agriculture 6 5 553 556
- Krutz, G. W. 1983 Intelligent machines for agriculture in 1990 SAE Paper No 831269 Milwaukee, WI
- Rosenfeld, A. Kak A. C. 1982 Digital Picture Processing 2nd 2 Academic Press