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融合改进帧差和边缘提取算法的运动目标检测 被引量:15
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作者 杜文汉 李东兴 +1 位作者 王倩楠 武帅 《科学技术与工程》 北大核心 2022年第5期1944-1949,共6页
针对帧差算法检测运动目标存在的目标边缘缺失和空洞的问题,提出一种将改进帧差和基于改进Canny算子的运动目标边缘提取方法相融合的运动目标检测算法。首先,使用帧差法快速检测变化区域,并通过面积阈值判断是否进行当前帧的检测以提高... 针对帧差算法检测运动目标存在的目标边缘缺失和空洞的问题,提出一种将改进帧差和基于改进Canny算子的运动目标边缘提取方法相融合的运动目标检测算法。首先,使用帧差法快速检测变化区域,并通过面积阈值判断是否进行当前帧的检测以提高算法实时性;其次,在运动目标边缘提取中,提出一种基于改进Canny算子的运动目标边缘提取方法提取当前帧运动目标边缘,以解决检测目标边缘缺失的问题;最后,将改进的三帧差分法提取运动目标像素点填充目标边缘图像,以解决检测目标内部空洞的问题。对比实验结果表明,该融合算法对视频中的运动目标能以较高的准确度和完整度实现运动目标的高效检测。 展开更多
关键词 运动目标检测 边缘提取 帧间差分 自适应阈值
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改进乌鸦算法优化多阈值图像分割 被引量:3
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作者 常君杰 李东兴 +2 位作者 钟欣 杜文汉 王倩楠 《包装工程》 CAS 北大核心 2021年第11期238-246,共9页
目的针对传统乌鸦算法随机搜索的盲目性和易陷入局部最优的缺点,提出一种改进乌鸦算法,用于多阈值图像分割。方法采用精英分享策略,弥补乌鸦位置更新的盲目性;引入Levy飞行机制,避免算法陷入局部最优;随迭代次数调整变尺度系数,限制搜... 目的针对传统乌鸦算法随机搜索的盲目性和易陷入局部最优的缺点,提出一种改进乌鸦算法,用于多阈值图像分割。方法采用精英分享策略,弥补乌鸦位置更新的盲目性;引入Levy飞行机制,避免算法陷入局部最优;随迭代次数调整变尺度系数,限制搜索步长,加快算法收敛;以Kapur熵为适应函数,利用改进乌鸦算法对不同类型图像进行多阈值分割,并与传统乌鸦、布谷鸟等4种算法的分割结果进行对比分析。结果改进乌鸦算法对Lena,Flower,Fruits和Boat图分割后的结构相似性分别为0.7703,0.7761,0.7276和0.7921;标准偏差分别为0.0295,0.0385,0.0344和0.0173,实验数据表明,改进算法较其他算法有着更好的分割效果。结论文中算法有效地改进了传统乌鸦算法的盲目性和易陷入局部最优的缺点,能够准确地分割复杂图像,在多阈值图像分割领域具有一定的参考价值。 展开更多
关键词 多阈值图像分割 乌鸦搜索算法 精英分享策略 Levy飞行
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Influence of principal stress rotation of unequal tensile and compressive stress amplitudes on characteristics of soft clay 被引量:3
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作者 SHEN Yang WANG Xin +3 位作者 LIU Han-long du wen-han WANG Bao-guang XU Hai-dong 《Journal of Mountain Science》 SCIE CSCD 2017年第2期369-381,共13页
Soil behavior can reflect the characteristics of principal stress rotation under dynamic wave and traffic loads. Unequal amplitudes of tensile and compressive stresses applied to soils have complex effects on foundati... Soil behavior can reflect the characteristics of principal stress rotation under dynamic wave and traffic loads. Unequal amplitudes of tensile and compressive stresses applied to soils have complex effects on foundation soils in comparison with the pure principal stress rotation path. A series of undrained cyclic hollow torsional shear tests were performed on typical remolded soft clay from the Hexi area of Nanjing, China. The main control parameters were the tensile and compressive stress amplitude ratio(α) and the cyclic dynamic stress ratio(η). It was found that the critical η tended to remain constant at 0.13, when the value of the compressive stress amplitude was higher than the tensile stress amplitude. However, the influence of the tensile stress was limited by the dynamic stress level when α= 1.For obvious structural change in the soil, the corresponding numbers of cyclic vibration cycles were found to be independent of α at low stress levels and were only related to η. Finally, a new method for evaluating the failure of remolded soft clay was presented. It considers the influence of the tensile and compressive stresses which caused by complex stress paths of the principal stress rotation. This criterion can distinguish stable, critical, and destructive states based on the pore-water-pressure-strain coupling curve while also providing a range of failure strain and vibration cycles. These results provide the theoretical support for systematic studies of principal stress rotation using constitutive models. 展开更多
关键词 Complex stress path Principal stress rotation Train loads Amplitude ratio Cyclic dynamic stress ratio Failure criterion
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Effects of Mg doping content and annealing temperature on the structural properties of Zn_(1-x)Mg_xO thin films prepared by radio-frequency magnetron sputtering
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作者 du wen-han YANG Jing-jing +1 位作者 ZHAO Yu XIONG Chao 《Optoelectronics Letters》 EI 2017年第1期42-44,共3页
The doping content of Mg plays an important role in the crystalline structure and morphology properties of Zn_(1-x )Mg_xO thin films. Here,using radio-frequency magnetron sputtering method,we prepared Zn_(1-x )Mg_xO t... The doping content of Mg plays an important role in the crystalline structure and morphology properties of Zn_(1-x )Mg_xO thin films. Here,using radio-frequency magnetron sputtering method,we prepared Zn_(1-x )Mg_xO thin films on single crystalline Si(100) substrates with a series of x values. By means of X-ray diffraction(XRD) and scanning electron microscope(SEM),the crystalline structure and morphology of Zn_(1-x )Mg_xO thin films with different x values are investigated. The crystalline structure of Zn_(1-x )Mg_xO thin film is single phase with x<0.3,while there is phase separation phenomenon with x>0.3,and hexagonal and cubic structures will coexist in Zn_(1-x )Mg_xO thin films with higher x values. Especially with lower x values,a shoulder peak of 35.1° appearing in the XRD pattern indicates a double-crystalline structure of Zn_(1-x )Mg_xO thin film. The crystalline quality has been improved and the inner stress has been released,after the Zn_(1-x )Mg_xO thin films were annealed at 600 °C in vacuum condition. 展开更多
关键词 magnetron sputtering crystalline annealing doping hexagonal annealed cubic ultraviolet appearing
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