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.

澳大利亚每年生产超过 50 万吨羊毛，由羊毛鉴定师进行目视评估。 这种纤维分类过程是主观的，并且很大程度上依赖于分类者的经验。 在这个项目中，我们将通过提取人类羊毛分类器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出的分形维数将与纤维直径相关。这种方法将提供对农场和/或棚内羊毛纤维直径客观测量的深入了解。