Intelligent and objective measurement of wool fibre diameter

智能、客观测量羊毛纤维直径

• 批准号: DP0342553
• 负责人: Prof Lingxue Kong
• 金额: $ 13.95万
• 依托单位: University of South Australia
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2003
• 资助国家: 澳大利亚
• 起止时间: 2003-06-01 至 2005-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0342553
• 关键词: Intelligent; objective; measurement; wool; fibre

More than a half million tones of wool produced in Australia per year are visually evaluated by human woolclassers. This fibre-classing process is subjective and heavily dependent on the experience of the classers. In this project, we will objectively measure wool fibre diameter by extracting features used by human woolclassers and by combining image processing and artificial intelligence. The fractal dimension calculated by fractal based texture analysis will be correlated to fibre diameter. This approach will provide an insight into an on farm and/or in shed objective measurement of wool fibre diameter.

人类羊毛制剂在视觉上评估了每年在澳大利亚生产的羊毛超过50万音调。 这个纤维级的过程是主观的，并且在很大程度上取决于课堂的经验。 在这个项目中，我们将通过提取人羊毛师使用的特征并结合图像处理和人工智能来客观地测量羊毛纤维直径。 通过基于分形的纹理分析计算得出的分形维度将与纤维直径相关。这种方法将提供对农场和/或脱落羊毛纤维直径的客观测量的见解。