Segmentation of Winter Wheat Canopy Image Based on Visual Spectral and Random Forest Algorithm

LIU Ya-dong; CUI Ri-xian

doi:10.3964/j.issn.1000-0593(2015)12-3480-05

Journals >Spectroscopy and Spectral Analysis >Volume 35 >Issue 12 >Page 3480 > Article

Spectroscopy and Spectral Analysis
Vol. 35, Issue 12, 3480 (2015)

Segmentation of Winter Wheat Canopy Image Based on Visual Spectral and Random Forest Algorithm

LIU Ya-dong^* and CUI Ri-xian

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[in Chinese]

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DOI: 10.3964/j.issn.1000-0593(2015)12-3480-05 Cite this Article

LIU Ya-dong, CUI Ri-xian. Segmentation of Winter Wheat Canopy Image Based on Visual Spectral and Random Forest Algorithm[J]. Spectroscopy and Spectral Analysis, 2015, 35(12): 3480 Copy Citation Text

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References

[1] Y Li, D Chen, CN Walker, et al. Field Crops Research, 2010, 118(3): 221.

[2] Kyu-Jong Lee, Lee B W. European Journal of Agronomy, 2013, 48: 57.

[6] Kyu-Jong Lee, Byun-Woo Lee. Journal of Crop Science and Biotechnology, 2011, 14(2): 151.

[8] Dave Coffin. Decoding raw digital photos in Linux. http://cybercom.net/~dcoffin/dcraw/, Referred, 2014, 10. 10.

[11] Gareth James, Daniela Witten, Trevor Hastie, et al. An Introduction to Statistical Learning, in with Applications in R New York: Springer, 2013.

[12] Trevor Hastie, Jerome Friedman, Robert Tibshirani. The Elements of Statistical Learning, in Data Mining, Inference, and Prediction New York: Springer, 2001.

[15] Andy Liaw, Matthew Wiener. Classification and Regression by Random Forest. R News, 2002, 2: 18.

LIU Ya-dong, CUI Ri-xian. Segmentation of Winter Wheat Canopy Image Based on Visual Spectral and Random Forest Algorithm[J]. Spectroscopy and Spectral Analysis, 2015, 35(12): 3480

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