2010
DOI: 10.1016/j.ifset.2009.12.003
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Pattern recognition of eggshell crack using PCA and LDA

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Cited by 37 publications
(19 citation statements)
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“…The present study reflected that SPS-based coatings incorporated with different concentrations of TEO significantly improved the shell strength of table eggs compared to their counterparts that were either uncoated or coated with only SPS. The findings of the present study complemented the findings of Zhao et al [20] and Wardy et al [21]. Wardy et al [21] highlighted that a polysaccharide-based coating could ensure the AA gradation of table eggs, even after prolonged storage.…”
Section: Shell Breaking Strengthsupporting
confidence: 90%
See 1 more Smart Citation
“…The present study reflected that SPS-based coatings incorporated with different concentrations of TEO significantly improved the shell strength of table eggs compared to their counterparts that were either uncoated or coated with only SPS. The findings of the present study complemented the findings of Zhao et al [20] and Wardy et al [21]. Wardy et al [21] highlighted that a polysaccharide-based coating could ensure the AA gradation of table eggs, even after prolonged storage.…”
Section: Shell Breaking Strengthsupporting
confidence: 90%
“…Hence, the present study indicated that SPS-based coatings incorporated with different concentrations of TEO were effective in retaining the quality of table eggs under different storage conditions. On the other hand, Zhao et al [20] highlighted the importance of shell strength in reducing the bacterial content of table eggs. This study clearly indicates the potential application of the SPS-based coating in minimizing egg breakage, especially when TEO is used.…”
Section: Shell Breaking Strengthmentioning
confidence: 99%
“…Many algorithms have been applied in the recognition stage, such as principal component analysis (PCA) and linear discriminant analysis (LDA) (Zhao et al, 2010), support vector machine (SVM) (Deng et al, 2010), support vector data description (SVDD) (Lin et al, 2009). Additional features have been proposed to improve discrimination performance, but they are complex and expense increased amounts of computer resources.…”
Section: Introductionmentioning
confidence: 99%
“…Principal component analysis (PCA) was used to extract features from response signals, and linear discriminant analysis (LDA) was adopted to discriminate cracked eggs. Intact egg and cracked egg was distinguished by using the features of maximum magnitudes in turn (HVM) and frequencies of magnitudes in turn (MVF) (Zhao, Wang, Lu, & Jiang, ). In addition, on‐line measurement system was developed and improved for egg stiffness and crack identification (Jin, Xie, & Ying, ; Jin & Ying, ; Sun, Bi, Lin, Zhao, & Cai, ).…”
Section: Introductionmentioning
confidence: 99%