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

Spectroscopy and Spectral Analysis, Volume. 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

Author Affiliations

[in Chinese]

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References(7)

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

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

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

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

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

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

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

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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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Paper Information

Received: Nov. 22, 2014

Accepted: --

Published Online: Jan. 25, 2016

The Author Email: Ya-dong LIU (liuyadong828@163.com)

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

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