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单幅图像局部特征分层模糊挖掘算法仿真
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作者 牛庆丽 王黎明 《计算机仿真》 2024年第8期195-199,共5页
为了能够深入获得图像纹理特征信息,提高后续数据识别精准度。因此,提出了单幅图像局部特征分层模糊挖掘算法。通过直方图均衡化方法,将图像中灰度值集中到对应灰度等级区域。由不均匀分布向均匀分布状态转换,拓展像素的灰度动态范围。... 为了能够深入获得图像纹理特征信息,提高后续数据识别精准度。因此,提出了单幅图像局部特征分层模糊挖掘算法。通过直方图均衡化方法,将图像中灰度值集中到对应灰度等级区域。由不均匀分布向均匀分布状态转换,拓展像素的灰度动态范围。分析图像局部特征复杂度与差异度,求出相邻模板灰度等级,得到局部复杂性和差异度矩阵,采用Laplace算法对图像局部特征推荐分类,根据推荐级别分层模糊挖掘所选特征,以此实现对单幅图像的局部特征分层模糊挖掘。通过实验证明,所提算法可准确挖掘出图像特征,不同层级纹理信息都完整,且挖掘时间保持在0.25s内。 展开更多
关键词 单幅图像 局部特征 特征分层模糊挖掘 差异度矩阵 局部差异
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Application of gray-tone difference matrix-based features of pavement macrotexture in skid resistance evaluation 被引量:6
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作者 苗英豪 陈广辉 +1 位作者 王文涛 宫秀青 《Journal of Southeast University(English Edition)》 EI CAS 2015年第3期389-395,共7页
This paper presents a method to characterize asphalt pavement macrotexture using the gray-tone difference matrix (GTDM)and discusses the potentials of the GTDM indicators for skid resistance evaluation.There are 37 ... This paper presents a method to characterize asphalt pavement macrotexture using the gray-tone difference matrix (GTDM)and discusses the potentials of the GTDM indicators for skid resistance evaluation.There are 37 field sites included in the data collection,which cover 6 types of asphalt pavement surfaces. The mean profile depth derived from 3-D macrotexture measurements (MPD3 ) has a significant relationship with the mean texture depth (MTD ),which can be described by a logarithm model with R2 of 0.962.There is no significant linear relationship between the friction coefficient at a speed of 60 km/h (DFT60 )and macrotexture indicators.A nonlinear model with British pendulum number (BPN ) incorporated can relate DFT60 to MTD or indicator fcon .A comparison with MTD shows that GTDM-based fcon has a potential to be a macrotexture indicator for skid resistance evaluation,which describes the general height difference and the average local height difference of pavement macrotexture. A relatively high fcon is helpful for improving asphalt pavement skid resistance. 展开更多
关键词 asphalt pavement 3-dimensional macrotexture skid resistance
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基于集对分析的方案优选新方法及其应用 被引量:7
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作者 申初联 康文星 +1 位作者 何介南 邓湘文 《长沙电力学院学报(自然科学版)》 2004年第3期5-7,共3页
介绍了用于处理不确性问题的集对分析同异反联系度的概念,在优化的联系度差异矩阵概念的基础上,提出了一种客观、简便、准确的方案评价优选新方法.
关键词 集对分析 联系 联系差异矩阵 方案优选
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A matching algorithm based on hybrid matrices consisting of reference differences and disparities
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作者 管业鹏 顾伟康 《Journal of Zhejiang University Science》 CSCD 2004年第7期796-802,共7页
Unique correct correspondence cannot be obtained only by use of gray correlation technique, which describes gray similar degree of feature points between the left and right images too unilaterally. The gray correlatio... Unique correct correspondence cannot be obtained only by use of gray correlation technique, which describes gray similar degree of feature points between the left and right images too unilaterally. The gray correlation technique is adopted to extract gray correlation peaks as a coarse matching set called multi-peak set. The disparity gradient limited constraint is utilized to optimize the multi-peak set. Unique match will be obtained by calculating the correlation of hybrid matrices consisting of reference differences and disparities from the multi-peak set. Two of the known corresponding points in the left and right images, respectively, are set as a pair of reference points to determine search direction and search scope at first. After the unique correspondence is obtained by calculating the correlation of the hybrid matrices from the multi-peak set, the obtained match is regarded as a new reference point till all feature points in the left (or right) image have been processed. Experimental results proved that the proposed algorithm was feasible and accurate. 展开更多
关键词 Gray correlation Multi-peak set Reference difference DISPARITY Hybrid matrix
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Research and Design of Coordinated Control Strategy for Smart Electromechanical Actuator System
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作者 HAO Zhenyang ZHANG Qiyao +2 位作者 CHEN Huajie CAO Xin MIAO Wei 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2022年第5期507-520,共14页
In order to improve the frequency response and anti-interference characteristics of the smart electromechanical actuator(EMA)system,and aiming at the force fighting problem when multiple actuators work synchronously,a... In order to improve the frequency response and anti-interference characteristics of the smart electromechanical actuator(EMA)system,and aiming at the force fighting problem when multiple actuators work synchronously,a multi input multi output(MIMO)position difference cross coupling control coordinated strategy based on double‑closed-loop load feedforward control is proposed and designed.In this strategy,the singular value method of return difference matrix is used to design the parameter range that meets the requirements of system stability margin,and the sensitivity function and the H_(∞)norm theory are used to design and determine the optimal solution in the obtained parameter stability region,so that the multi actuator system has excellent synchronization,stability and anti-interference.At the same time,the mathematical model of the integrated smart EMA system is established.According to the requirements of point-to-point control,the controller of double-loop control and load feedforward compensation is determined and designed to improve the frequency response and anti-interference ability of single actuator.Finally,the 270 V high-voltage smart EMA system experimental platform is built,and the frequency response,load feedforward compensation and coordinated control experiments are carried out to verify the correctness of the position difference cross coupling control strategy and the rationality of the parameter design,so that the system can reach the servo control indexes of bandwidth 6 Hz,the maximum output force 20000 N and the synchronization error≤0.1 mm,which effectively solves the problem of force fighting. 展开更多
关键词 smart electromechanical actuator(EMA) force fighting coordinated control strategy cross coupling control singular value method of return difference matrix sensitivity H∞norm control
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