On-tree fruit recognition using texture properties and color data

2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS

Volumn , Issue , 2005, Pages 263-268

  Zhao, Jun ^a   Tow, Joel ^a   Katupitiya, Jayantha ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

Fruit recognition; Image processing; Redness; Texture properties

Indexed keywords

EDGE DETECTION; FORESTRY; IMAGE PROCESSING; IMAGE TEXTURE; INTELLIGENT ROBOTS; ORCHARDS; STEREO IMAGE PROCESSING; STEREO VISION; TEXTURES; TREES (MATHEMATICS);

CIRCLE FITTING; CLUTTERED ENVIRONMENTS; EDGE ENHANCEMENTS; FRUIT RECOGNITION; LAPLACIAN FILTERS; REDNESS; TEXTURE PROPERTIES; VISION BASED ALGORITHMS;

FRUITS;

EID: 49249087917     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IROS.2005.1545592     Document Type: Conference Paper

References (13)

1. A. R. Jimenez, A. K. Jain, R. Ceres, and J. L. Pons, "Automatic fruit recognition: a survey and new results using range/attenuation images, " Pattern Recognition, vol. 32, pp. 1719-1736, October 1999.
2. V. Leemans, H. Magein, and M. F. Destain, "AE-automation and emerging technologies: On-line fruit grading according to their external quality using machine vision, " Biosystems Engineering, vol. 83, pp. 397-404, December 2002. (Pubitemid 35456720)
3. J. Brezmes, E. Llobet, X. Vilanova, J. Orts, G. Saiz, and X. Correig, "Correlation between electronic nose signals and fruit quality indicators on shelf-life measurements with pinklady apples, " Sensors and Actuators B: Chemical, vol. 80, pp. 41-50, November 2001. (Pubitemid 32933860)
4. T. Morimoto, T. Takeuchi, H. Miyata, and Y. Hashimoto, "Pattern recognition of fruit shape based on the concept of chaos and neural networks, " Computers and Electronics in Agriculture, vol. 26, pp. 171- 186, April 2000. (Pubitemid 30181235)
5. I. Paulus and E. Schrevens, "Shape characterization of new apple cultivars by fourier expansion of digitized images, " Journal of Agricultural Engineering Research, vol. 72, pp. 113-118, February 1999. (Pubitemid 129671492)
6. D. Stajnko, M. Lakota, and M. Hocevar, "Estimation of number and diameter of apple fruits in an orchard during the growing season by thermal imaging, " Computers and Electronics in Agriculture, vol. 42, pp. 31-42, January 2004. (Pubitemid 38157554)
7. A. R. Jimenez, R. Ceres, and J. L. Pons, "Vision system based on a laser range-finder applied to robotic fruit harvesting, " Machine Vision and Applications, vol. 11, pp. 321-329, April 2000.
8. D. M. Bulanon, T. Kataoka, Y. Ota, and T. Hiroma, "AE-automation and emerging technologies: A segmentation algorithm for the automatic recognition of Fuji apples at harvest, " Biosystems Engineering, vol. 83, pp. 405-412, December 2002. (Pubitemid 35456721)
9. M. Sonka, V. Hlavac, and R. Boyle, Image Processing, Analysis, and Machine Vision, 2nd ed. Thompson publishing, 1998.
10. J. Tow, "Mobile robot localization and navigation through computer vision, " BE Thesis, School of Mechanical and Manufacturing Engineering, The University of New South Wales, Sydney NSW 2052, Australia, November 2004.
11. J. Canny, "A computational approach to edge detection, " IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 6, pp. 679 - 698, 1986.
12. J. Shen and S. Castan, "An optimal linear operator for step edge detection, " CVGIP: Graphical Models and Image Processing, vol. 54, no. 2, pp. 112 - 133, 1992.
13. R. Woods and R. Gonzales, Digital Image Processing, 2nd ed. Upper Saddle River, New Jersey: Prentice-Hall, 2002.