扫描电子显微镜(scanning electron microscope,SEM)在材料表征领域具有广泛的应用前景,然而所获得的图像通常难以直接提取定量信息。针对一种共晶高熵合金的扫描电镜图像,提出了一种基于机器学习和图像分割技术的自动化、定量化分析方...扫描电子显微镜(scanning electron microscope,SEM)在材料表征领域具有广泛的应用前景,然而所获得的图像通常难以直接提取定量信息。针对一种共晶高熵合金的扫描电镜图像,提出了一种基于机器学习和图像分割技术的自动化、定量化分析方法,该方法能够有效测量共晶高熵合金板条状区域的面积、长度、宽度、周长以及不同组分的占比。实验结果表明,本研究所提出的方法在高熵合金图像上具有良好的鲁棒性和准确性,为研究高熵合金材料的表面结构提供了重要的技术支持。展开更多
Ore grades are currently declining and mines are increasingly required to operate more efficiently in order to save costs and conserve resources. As a result, automated procedures to control and measure process effici...Ore grades are currently declining and mines are increasingly required to operate more efficiently in order to save costs and conserve resources. As a result, automated procedures to control and measure process efficiency have become popular: The demand for sustainable mining and metals processing is globally increasing. Mineral Liberation Analysis is a well established technique to analyse and optimize mining processes and its significance to process mineralogy studies and mineral & metallurgical processing has been widely reported. Dedicated systems consisting of an optimized scanning electron microscopes (SEM) and usually several X-ray detectors are an established solution. With the advent of large area SDDs (Silicon drift detector) and progress in stage automation on conventional SEMs, the speed of X-Ray acquisition is no longer a limiting factor. However, until now, the particle analysis packages on commercially available systems do not lend themselves to Mineral Liberation Analysis without significant modification. INCAMineral is a new solution for mineral liberation analysis which runs on conventional SEMs equipped with large area SDDs.展开更多
文摘扫描电子显微镜(scanning electron microscope,SEM)在材料表征领域具有广泛的应用前景,然而所获得的图像通常难以直接提取定量信息。针对一种共晶高熵合金的扫描电镜图像,提出了一种基于机器学习和图像分割技术的自动化、定量化分析方法,该方法能够有效测量共晶高熵合金板条状区域的面积、长度、宽度、周长以及不同组分的占比。实验结果表明,本研究所提出的方法在高熵合金图像上具有良好的鲁棒性和准确性,为研究高熵合金材料的表面结构提供了重要的技术支持。
文摘Ore grades are currently declining and mines are increasingly required to operate more efficiently in order to save costs and conserve resources. As a result, automated procedures to control and measure process efficiency have become popular: The demand for sustainable mining and metals processing is globally increasing. Mineral Liberation Analysis is a well established technique to analyse and optimize mining processes and its significance to process mineralogy studies and mineral & metallurgical processing has been widely reported. Dedicated systems consisting of an optimized scanning electron microscopes (SEM) and usually several X-ray detectors are an established solution. With the advent of large area SDDs (Silicon drift detector) and progress in stage automation on conventional SEMs, the speed of X-Ray acquisition is no longer a limiting factor. However, until now, the particle analysis packages on commercially available systems do not lend themselves to Mineral Liberation Analysis without significant modification. INCAMineral is a new solution for mineral liberation analysis which runs on conventional SEMs equipped with large area SDDs.
