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Importance of automatic threshold for image segmentation for accurate measurement of fine roots of woody plants / Význam automatického prahovania na obrazovú segmentáciu pre presné merania jemných koreňov drevín Cover

Importance of automatic threshold for image segmentation for accurate measurement of fine roots of woody plants / Význam automatického prahovania na obrazovú segmentáciu pre presné merania jemných koreňov drevín

Open Access
|Mar 2015

References

  1. Ansari, S., A., Kumar., P., Gupta., B. N., 1995: Root surface area measurements based on adsorption and desorption of nitrite. Plant and Soil, 175:133-137.
  2. Bauhus, J., Messier, C., 1995: Evaluation of Fine Root Length and Diameter Measurements Obtained Using RHIZO Image Analysis. Agronomy Journal, 28:142-147.
  3. Berntson, G. M., 1992: A computer program for characterizing root system branching patterns. Plant and Soil, 140:145-149.
  4. Bouma, T. J., Nielsen, K. L., Koutstaal, B., 2000: Sample preparation and scanning protocol for computerised analysis of root length and diameter. Plant and Soil, 218:185-196.
  5. Costa, C., Dwyer, L., M., Hamilton, R. I., Hamel, C., Nantais, L., Smith, D. L., 2000: A Sampling Method for Measurement of Large Root Systems with Scanner-Based Image Analysis. Agronomy Journal, 4:621-627.
  6. Doyle, W., 1962: Operation useful for similarity-invariant pattern recognition. Journal of the Association for Computing Machinery, 9:259-267.
  7. Ewing, R. P., Kaspar, T. C., 1995: Accurate perimeter and length measurement using an edge chord algorithm. Journal of Computer- Assisted Microscopy, 7:91-100.
  8. French, A., Úbeda-Tomás, S., Holman, T. J., Bennett, M. J., Pridmore, T. P., 2009: High throughput quantification of root growth using a novel image analysis tool. Plant Physiology, 150:1784-1795.
  9. Glasbey, C. A., 1993: An analysis of histogram-based thresholding algorithms, CVGIP: Graphical Models and Image Processing, 55:532-537.
  10. He, W., Nakayama, K., Yu, G., 1998: The effect of root surface area on the water uptake and transpiration rate of maize plants. Technical bulletin- faculty of horticulture Chiba University, 52:157-164.
  11. Himmelbauer, M. L., Loiskandl, W., Kastanek, F., 2004: Estimating length, average diameter and surface area of roots using two different Image analyses systems. Plant and Soil, 260:111-120.
  12. Huang, L. K., Wang, M. J. J., 1995: Image thresholding by minimizing the measures of fuzziness. Pattern recognition, 28:41-51.
  13. Jackson, R. B., Mooney, H. A., Schulze, E. D., 1997: A global budget for fine root biomass, surface area, and nutrient contents. Proceedings of the National Academy of Sciences of the United States of America, 94:7362-7366.
  14. Kapur, J.N., Sahoo, P. K., Wong, A. C. K., 1985: A New Method for Gray-Level Picture Thresholding Using the Entropy of the Histogram. Graphical Models and Image Processing, 29:273-285.
  15. Kaspar, T. C., Ewing, R. P., 1997: ROOTEDGE: software for measuring root length from desktop scanner images, Agronomy Journal, 89:932-940.
  16. Kimura, K., Kikuchi, S., Yamasaki, S., 1999: Accurate root length measurement by image analysis. Plant and Soil, 216:117-127.
  17. Kimura, K., Yamasaki, S., 2001: Root length and diameter measurement using NIH Image: application of the line-intercept principle for diameter estimation Plant and Soil, 234:37-46.
  18. Kimura, K., Yamasaki, S., 2003: Accurate root length and diameter measurement using NIH Image: use of Pythagorean distance for diameter estimation Plant and Soil, 254:305-315.
  19. Kittler, J., Illingworth, J., 1986: Minimum error thresholding, Pattern Recognition. 19:41-47.
  20. Konôpka, B., Pajtík, J., Maľová, M., 2013: Fine root standing stock and production in young beech and spruce stands. Lesnícky časopis - Forestry Journal, 59:163-171.
  21. Kozlowski, T. T., Pallardy, S. G., 1997: Physiology of Woody Plants. San Diego, Academic Press, 411 p.
  22. Landini, G., 2011: AutoThreshold pluging for ImageJ. Availabe at: http://fiji.sc/wiki/index.php/Auto_Threshold (accessed online 7.11.2014)
  23. Li, C. H., Tam, P. K. S., 1998: An iterative algorithm for minimum cross entropy thresholding. Pattern Recognition Letters. 19:771-776.
  24. Le Bot, J., Serra, V., Fabre, J., Draye, X., Adamowicz, S., Pagès, L., 2010: DART: a software to analyse root system architecture and development from captured images Plant and Soil, 326:261-273.
  25. Otsu, N., 1979: A threshold selection method from gray-level histograms, IEEE Transactions on Systems, Man, and Cybernetics, 9:62-66.
  26. Pregitzer, K. S., Deforest, J. L., Burton, A., J., Allen, M. F., Ruess, R. W., 2002: Fine Root Architecture of Nine North American trees Ecological Monographs, 2:293-309.
  27. Prewitt, J. M. S., Mendelsohn, M. L., 1966: The analysis of cell images. Annals of the New York Academy of Sciences, 128:1035-1053.
  28. Regent Instuments, 1996: WinRHIZO V3.9 Reference. Regent Instruments Inc., Quebec, Canada.
  29. Richner et al., 2000: Root image analysis and interpretation In: Smit et al (ed.): Root methods a Handbook, p. 305-341.
  30. Shanbhag, Abhijit, G., 1994: Utilization of information measure as a means of image thresholding, CVGIP: Graphical Models and Image Processing, 56: 414-419.
  31. Simojoki, A., 2000: Calibration of a desktop scanner and digital image analysis procedure for quantification of root morphology Agricultural and Food Science, 9:223-230.
  32. Smit, A. L., Sprangers, J. F. C. M., Sablik, P. W., Groenwold, J., 1994: Automated measurement of root length with a three- -dimensional high-resolution scanner and image analysis Plant and Soil, 158:145-149.
  33. Tanaka, S., Yamauchi, A., Kono, Y., 1995: Easily accessible method for root length measurement using an image analysis system, Japanese Journal of Crop Science, 1:144-147.
  34. Tsai, W., 1985: Moment-preserving thresholding: a new approach, Computer Vision, Graphics, and Image Processing, 29:377-393.
  35. Vamerali, T., Guarise, M., Ganis, A., Bona, S., Mosca, G., 2003: Analysis of root images from auger sampling with a fast procedure: a case of application to sugar beet. Plant and Soil, 255: 387-397.
  36. Yen, J. C., Chang, F. J., Chang, S., 1995: A New Criterion for Automatic Multilevel Thresholding, IEEE Transactions on Image Processing, 4:370-378.
  37. Zack, G. W., Rogers, W. E., Latt, S. A., 1977: Automatic measurement of sister chromatid exchange frequency, Journal of Histochemistry & Cytochemistry, 25:741-53.
  38. Zobel, R. W., 2008: Hardware and software efficacy in assessment of fine root diameter distributions Computers and Electronics in Agriculture, 60:178-189.
DOI: https://doi.org/10.1515/forj-2015-0007 | Journal eISSN: 2454-0358 | Journal ISSN: 2454-034X
Language: English
Page range: 244 - 249
Published on: Mar 4, 2015
Published by: National Forest Centre and Czech University of Life Sciences in Prague, Faculty of Forestry and Wood Sciences
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2015 Peter Surový, Cati Dinis, Róbert Marušák, Nuno de Almeida Ribeiro, published by National Forest Centre and Czech University of Life Sciences in Prague, Faculty of Forestry and Wood Sciences
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.