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基于机器视觉的细纱管分类检测 被引量:3
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作者 高畅 刘浩 刘基宏 《丝绸》 CAS CSCD 北大核心 2019年第1期28-32,共5页
为实现自动络筒机中纱管输送装置的余纱量检测与纱管分类,文章提出一种基于机器视觉的纱管分类方法。将采集的纱管图像分割为若干区域,以各分区前景、背景和凸包面积为基础构建反映目标形态和对称性的几何特征;利用Gabor滤波器组增强目... 为实现自动络筒机中纱管输送装置的余纱量检测与纱管分类,文章提出一种基于机器视觉的纱管分类方法。将采集的纱管图像分割为若干区域,以各分区前景、背景和凸包面积为基础构建反映目标形态和对称性的几何特征;利用Gabor滤波器组增强目标纹理信息,随后通过主色提取和色差计算构建各分区的纹理特征。采用多分类支持向量机利用提取特征进行分类,将输入样本归为空管、残纱管和有纱管三类。分类算法交叉验证结果表明,在多种参数水平下,分类器对各种管壁颜色的棉纱纱管的分类准确率达到96%以上。多品种纱线试验表明,分类器对不同细度和颜色纱线的纱管分类真阳性率达到92%以上。 展开更多
关键词 细络联 纱管分拣 GABOR滤波 主色提取 支持向量机
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Elastic Bio-based Polyurethane Nanofibrous Membrane with Robust Waterproof and Breathable Properties 被引量:2
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作者 刘浩 王婷 +3 位作者 闫子硕 斯阳 俞建勇 丁彬 《Journal of Donghua University(English Edition)》 CAS 2023年第3期237-246,共10页
Elastic bio-based waterproof and breathable membranes(EBWBMs) allow the passage of water vapor effectively and resist the penetration of liquid water,making it ideal for use under extreme conditions.In this study,we u... Elastic bio-based waterproof and breathable membranes(EBWBMs) allow the passage of water vapor effectively and resist the penetration of liquid water,making it ideal for use under extreme conditions.In this study,we used a facile strategy to design the bio-based polyurethane(PU) nanofibrous membranes with the nanoscale porous structure to provide the membranes with high waterproof and breathable performances.The optimization of nanofibrous membrane formation was accomplished by controlling the relative ambient humidity to modulate the cooperating effects of charge dissipation and non-solvent-induced phase separation.The obtained EBWBMs showed multiple functional properties,with a hydrostatic pressure of 86.41 kPa and a water vapor transmission(WVT) rate of 10.1 kg·m^(-2)·d^(-1).After 1 000 cycles of stretching at 40% strain,the EBWBMs retained over 59% of the original maximum stress and exhibited an ideal elasticity recovery ratio of 85%.Besides,even after 80% deformation,the EBWBMs still maintained a hydrostatic pressure of 30.65 kPa and a WVT rate of 13.6 kg·m^(-2)·d^(-1),suggesting that bio-based PU nanofibrous membranes could be used for protection under extreme conditions. 展开更多
关键词 bio-based polyurethane(PU) ELECTROSPINNING WATERPROOF breathable membrane
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