Laser & Optoelectronics Progress, Volume. 57, Issue 14, 141017(2020)
Detection of Damage on the Surface of Korla Fragrant Pear Using Hyperspectral Images
Fig. 2. Collected hyperspectral images of typical Korla pear samples at different wavelengths. (a) 400 nm; (b) 494 nm; (c) 587 nm; (d) 681 nm; (e) 774 nm; (f) 868 nm
Fig. 3. Spectra of Korla pear surfaces and background areas. (a) Spectra; (b) average value and variance of spectral curves
Fig. 4. Hyperspectral images and their histogram plots at three wavelengths. (a) 433 nm; (b) 631 nm; (c) 863 nm
Fig. 5. Results of OTSU threshold segmentation and morphological analysis for hyperspectral images at three wavelengths. (a) 433 nm; (b) 631 nm; (c) 863 nm
Fig. 6. The first six primary component images obtained by PCA. (a) PC 1; (b) PC 2; (c) PC 3; (d) PC 4; (e) PC 5; (f) PC 6
Fig. 7. Results of the ratio enhancement and image segmentation. (a) Result of ratio enhancement; (b) result of threshold segmentation; (c) result of morphological calculation
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Yiming Fang, Fan Yang, Xiaoqin Li. Detection of Damage on the Surface of Korla Fragrant Pear Using Hyperspectral Images[J]. Laser & Optoelectronics Progress, 2020, 57(14): 141017
Category: Image Processing
Received: Nov. 2, 2019
Accepted: Dec. 11, 2019
Published Online: Jul. 28, 2020
The Author Email: Xiaoqin Li (xiaoqinli2009bs@163.com)