School of Food Science and Engineering, South China University of Technology, Guangzhou, China.
School of Food Science and Engineering, South China University of Technology, Guangzhou, China; Research Institution for Food Nutrition and Human Health, Guangzhou, China.
Carbohydr Polym. 2018 Sep 15;196:162-167. doi: 10.1016/j.carbpol.2018.05.043. Epub 2018 May 17.
Starch films incorporated with tea polyphenol (TP) were developed to produce active food packaging. The effect of the incorporation of TP with different content on the structure, physicochemical properties, antioxidant activity and antimicrobial activity of the starch films was systematically evaluated. Results showed that TP was well dispersed in the starch matrix, which induced a slight influence on the surface and barrier properties of the films. TP addition led to an important improvement in antioxidant capability, as well as inhibition efficiency against the microorganisms of S. aureus and E. coli. However, a decrease in mechanical properties of films was observed. Moreover, a new automatic counting method which combined the computer vision and machine learning algorithm was developed to identify and count the colonies, and the method performed much faster without subjective uncertainty.
以茶多酚(TP)为芯材制备淀粉基薄膜,旨在开发具有活性的食品包装材料。本研究系统评价了不同含量 TP 掺入对淀粉基薄膜结构、理化性质、抗氧化活性和抗菌活性的影响。结果表明,TP 在淀粉基体中分散良好,对薄膜的表面和阻隔性能影响较小。添加 TP 显著提高了薄膜的抗氧化能力和对金黄色葡萄球菌及大肠杆菌的抑制效率,但薄膜力学性能有所下降。此外,本研究还开发了一种新型自动计数方法,该方法结合了计算机视觉和机器学习算法,能够快速、准确地识别和计数微生物菌落,且避免了人为的不确定性。