Color computer vision for characterization of corn germplasm

A color computer vision system was developed for characterization of com germplasm. A lighting chamber was designed and fabricated to provide uniform lighting for acquisition of images of ears of com. Selection of the components of the system and the configuration procedure are described in this section. The calibration of each component and the entire system to acquire quality images are also described. The vision system has the capability to acquire color images in RGB (Red, Green, and Blue) or HSI (Hue, Saturation and Intensity) color coordinate. The system can provide a maximum resolution of 480 rows x 512 columns x 8 bits per pixel.

[1]  James M. Keller,et al.  Texture description and segmentation through fractal geometry , 1989, Comput. Vis. Graph. Image Process..

[2]  James E. Vastyan,et al.  Computer graphics: A programming approach , 1983 .

[3]  R. Young,et al.  Recognition of Agricultural Objects by Shape , 1983, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Michael F. Barnsley,et al.  Fractals everywhere , 1988 .

[5]  S. Panigrahi,et al.  Feature extraction techniques for corn germplasm by color computer vision. , 1990 .

[6]  Theodosios Pavlidis,et al.  Algorithms for Shape Analysis of Contours and Waveforms , 1980, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[7]  David C. Slaughter,et al.  Discriminating Fruit for Robotic Harvest Using Color in Natural Outdoor Scenes , 1989 .

[8]  大田 友一,et al.  Knowledge-based interpretation of outdoor natural color scenes , 1985 .

[9]  Fred Wheaton,et al.  Image processing and pattern recognition for oyster hinge line detection. , 1990 .

[10]  M. J. Delwiche,et al.  PEACH DEFECT DETECTION WITH MACHINE VISION , 1991 .

[11]  William L. Brogan,et al.  Automatic classification of grains via pattern recognition techniques , 1974, Pattern Recognit..

[12]  Alex Pentland,et al.  Fractal-Based Description of Natural Scenes , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Robert B. McGhee,et al.  Aircraft Identification by Moment Invariants , 1977, IEEE Transactions on Computers.

[14]  Peter Pfeifer,et al.  Molecular fractal surfaces , 1984, Nature.

[15]  Yu-Chi Ho,et al.  On pattern classification algorithms--Introduction and survey , 1968 .

[16]  Ronald Bert Ohlander,et al.  Analysis of natural scenes. , 1975 .

[17]  Anil K. Jain Fundamentals of Digital Image Processing , 2018, Control of Color Imaging Systems.

[18]  F Vellion Study and comparison of certain shape measures , 1986 .

[19]  伊藤 富士麿,et al.  Webster's New World Dictionaryの分析(その2) : 応用言語学的見地より , 1969 .

[20]  J. Poehlman Germplasm Resources and Conservation , 1987 .