Aggregate size measurement by machine vision

Journal of Terramechanics

Volumn 45, Issue 4, 2008, Pages 137-145

  Itoh, H ^a   Matsuo, K ^a   Oida, A ^b   Nakashima, H ^b   Miyasaka, J ^b   Izumi, T ^b  

^a KOBE UNIVERSITY   (Japan)

^b KYOTO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

AGGLOMERATION; AGGREGATES; CLARIFICATION; COMPUTER GRAPHICS; COMPUTER VISION; IMAGE ENHANCEMENT; IMAGE PROCESSING; LIGHTING; MULTIMEDIA SYSTEMS; REGRESSION ANALYSIS; TEXTURES;

AGGREGATE SIZES; AVERAGE SIZES; COEFFICIENT OF DETERMINATIONS; COLOR INFORMATIONS; DIGITAL VIDEO CAMERAS; IMAGE FEATURES; LIGHTING CONDITIONS; LIGHTING LEVELS; MACHINE VISIONS; MEASUREMENT ACCURACIES; MULTIPLE REGRESSION EQUATIONS; NON CONTACTS; REGRESSION EQUATIONS; ROCK FRAGMENTS; SURFACE IMAGES; TEXTURE FEATURES;

TIME MEASUREMENT;

EID: 56349120230     PISSN: 00224898     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jterra.2008.09.001     Document Type: Article

References (17)

1. Shibusawa, S. Precision Farming Approaches for model and control. In: Proc. of the XIV Memorial CIGR World Congress. 2000. pp. 133-140.
2. Singh K.K., Colvin T.S., Erbach D.C., and Mughal A.Q. Tilth index: an approach to quantifying soil tilth. Trans ASAE 35 6 (1992) 1777-1785
3. Kermeny J.M., Devgan A., Hagaman R.M., and Wu X. Analysis of rock fragmentation using digital image processing. J Geotech Eng 119 7 (1993) 1144-1160
4. Shin S., and Hryciw R.D. Wavelet analysis of soil mass images for particle size determination. J. Comp Civil Eng 18 1 (2004) 19-27
5. Itoh H., Yamashita R., and Yukawa T. Study of quality judgement algorithm for black soybean by using machine vision: recognition of wrinkle and epidermis tearing. Proc Int Symp Agr Mech Automat 2 (1997) 405-410
6. Haralick M.R., Shanmugam K., and Dinstein I. Textual features for image classification. IEEE Trans Syst Man Cybern SMC-3 6 (1973) 610-621
7. Galloway M. Texture analysis using gray level run length. Comp Graph Image Process 4 (1975) 172-179
8. Weszka J.S., Dyer C.R., and Rosenfeld A. A comparative study of texture measures for terrain classification. IEEE Trans Syst Man Cybern SMC-6 4 (1976) 269-285
9. Bodun P.O., Shibusawa S., Sasao A., Sakai K., and Nonaka H. Dredged sludge moisture prediction by textual analysis of the surface image. J Terramech 37 1 (2000) 3-20
10. Adam K.M., and Erbach D.D. Secondary tillage tool effect on soil aggregation. Trans ASAE 35 6 (1992) 1771-1776
11. Itoh H, Oida A, Nakashima H, Miyasaka J, Izumi T. Measurement of soil clod fineness after rotary tillage by machine vision. In: Proc. of the 6th Asia-Pacific Conf. of the ISTVS, Bangkok. 2001. pp. 167-175.
12. Itoh H, Kitazawa K, Oida A, Nakashima H, Miyasaka J, Izumi T. Image analysis of aggregate fineness In: Proc. of the 15th International Conference of the ISTVS, Hayama, Japan. 2005.
13. Itoh H, Oida A, Nakashima H, Miyasaka J, Izumi T, Kitazawa K. Measurement of soil clod fineness after rotary tillage by machine vision: examination of an optimum camera setting. In: Proc. of the second International Symposium on Machinery and Mechatronics for Agricultural and Bio-Systems Engineering, 2004: S1-81-S1-84.
14. Inoue S, Yagi N, Hayashi M, Nakasu E, Mitani K, Okui M. Practical Image Processing with C Language (in Japanese), Ohmusya, Tokyo; 2000. pp. 1-174.
15. Ogami, M. Image Processing Handbook (in Japanese). Syoukoudou, Tokyo; 1990. pp. 295-303.
16. Christensen R. Analysis of variance design and regression (1996), Chapman & Hall, London p. 1-456
17. Shirahata, S. Personal Computer Statistical Analysis Handbook IV Non-Parametric volume (in Japanese), Kyoritsu Shuppan, Tokyo; 1987. pp. 1-173.