Cucumber disease diagnosis using multispectral images

Jie Feng; Hongning Li; Junsheng Shi; Weiping Yang; Ningfang Liao

doi:10.1117/12.836944

10 July 2009 Cucumber disease diagnosis using multispectral images

Jie Feng, Hongning Li, Junsheng Shi, Weiping Yang, Ningfang Liao

Proceedings Volume 7489, PIAGENG 2009: Image Processing and Photonics for Agricultural Engineering; 74890E (2009) https://doi.org/10.1117/12.836944
Event: International Conference on Photonics and Image in Agriculture Engineering (PIAGENG 2009), 2009, Zhangjiajie, China

Abstract

In this paper, multispectral imaging technique for plant diseases diagnosis is presented. Firstly, multispectral imaging system is designed. This system utilizes 15 narrow-band filters, a panchromatic band, a monochrome CCD camera, and standard illumination observing environment. The spectral reflectance and color of 8 Macbeth color patches are reproduced between 400nm and 700nm in the process. In addition, spectral reflectance angle and color difference is obtained through measurements and analysis of color patches using spectrometer and multispectral imaging system. The result shows that 16 narrow-bands multispectral imaging system realizes good accuracy in spectral reflectance and color reproduction. Secondly, a horticultural plant, cucumber' familiar disease are the researching objects. 210 multispectral samples are obtained by multispectral and are classified by BP artificial neural network. The classification accuracies of Sphaerotheca fuliginea, Corynespora cassiicola, Pseudoperonospora cubensis are 100%. Trichothecium roseum and Cladosporium cucumerinum are 96.67% and 90.00%. It is confirmed that the multispectral imaging system realizes good accuracy in the cucumber diseases diagnosis.

Citation Download Citation

Jie Feng, Hongning Li, Junsheng Shi, Weiping Yang, and Ningfang Liao "Cucumber disease diagnosis using multispectral images", Proc. SPIE 7489, PIAGENG 2009: Image Processing and Photonics for Agricultural Engineering, 74890E (10 July 2009); https://doi.org/10.1117/12.836944

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