CN107505233A - Medium viscoplasticity quantitative approach and device - Google Patents

Medium viscoplasticity quantitative approach and device Download PDF

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CN107505233A
CN107505233A CN201710650201.XA CN201710650201A CN107505233A CN 107505233 A CN107505233 A CN 107505233A CN 201710650201 A CN201710650201 A CN 201710650201A CN 107505233 A CN107505233 A CN 107505233A
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medium
slope
vibration
frequency domain
time
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何琼
邵金华
孙锦
段后利
王强
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Wuxi Hisky Medical Technologies Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N11/00Investigating flow properties of materials, e.g. viscosity, plasticity; Analysing materials by determining flow properties
    • G01N11/10Investigating flow properties of materials, e.g. viscosity, plasticity; Analysing materials by determining flow properties by moving a body within the material
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H5/00Measuring propagation velocity of ultrasonic, sonic or infrasonic waves, e.g. of pressure waves
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H9/00Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves by using radiation-sensitive means, e.g. optical means
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H9/00Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves by using radiation-sensitive means, e.g. optical means
    • G01H9/008Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves by using radiation-sensitive means, e.g. optical means by using ultrasonic waves

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Abstract

本发明公开了介质粘弹性定量方法及装置。在介质受到振动激励后,获取振动在所述介质中传播的位置时间图。利用图像分割获取所述位置时间图的斜率线的斜率。根据所述斜率得到所述介质的粘弹性参数。位置时间图的斜率就是振动在介质中的传播速度。由于振动在介质中的传播速度和介质的粘弹性相关,所以在得到位置时间图的斜率之后,就能定量计算出介质的粘弹性参数。本发明无需从位置时间图中选取特征点来计算位置时间图的斜率,不会受到噪声干扰且计算量小,可以高效准确的进行介质粘弹性定量。

The invention discloses a method and a device for quantifying the viscoelasticity of a medium. After the medium is excited by the vibration, a position-time map of the propagation of the vibration in the medium is acquired. The slope of the slope line of the position-time graph is obtained by image segmentation. A viscoelastic parameter of the medium is obtained according to the slope. The slope of the position-time diagram is the propagation velocity of the vibration in the medium. Since the propagation speed of vibration in the medium is related to the viscoelasticity of the medium, the viscoelastic parameters of the medium can be quantitatively calculated after the slope of the position-time diagram is obtained. The present invention does not need to select characteristic points from the position-time diagram to calculate the slope of the position-time diagram, is free from noise interference and has a small amount of calculation, and can efficiently and accurately quantify the viscoelasticity of the medium.

Description

介质粘弹性定量方法及装置Medium viscoelasticity quantitative method and device

技术领域technical field

本发明涉及测量技术领域,特别涉及介质粘弹性定量方法及装置。The invention relates to the field of measurement technology, in particular to a method and device for quantifying medium viscoelasticity.

背景技术Background technique

对介质进行振动激励时,振动在介质中的传播特性与介质的粘弹性有关,通过测量振动的传播特性,可以对介质的粘弹性进行定量。When the medium is excited by vibration, the propagation characteristics of the vibration in the medium are related to the viscoelasticity of the medium. By measuring the propagation characteristics of the vibration, the viscoelasticity of the medium can be quantified.

上述原理目前已被应用至多个技术领域,以医学检测为例,检测肝脏、甲状腺和肌肉等器官或组织时,通过对介质的粘弹性进行定量,可以对病变进行定位。The above principles have been applied to many technical fields. Taking medical detection as an example, when detecting organs or tissues such as liver, thyroid and muscle, the lesion can be located by quantifying the viscoelasticity of the medium.

因此,如何进行高效准确的介质粘弹性定量,是一个需要解决的问题。Therefore, how to carry out efficient and accurate quantification of medium viscoelasticity is a problem that needs to be solved.

发明内容Contents of the invention

本发明实施例提供了介质粘弹性定量方法及装置。为了对披露的实施例的一些方面有一个基本的理解,下面给出了简单的概括。该概括部分不是泛泛评述,也不是要确定关键/重要组成元素或描绘这些实施例的保护范围。其唯一目的是用简单的形式呈现一些概念,以此作为后面的详细说明的序言。The embodiment of the present invention provides a method and a device for quantifying the viscoelasticity of a medium. In order to provide a basic understanding of some aspects of the disclosed embodiments, a brief summary is presented below. This summary is not an overview, nor is it intended to identify key/critical elements or delineate the scope of these embodiments. Its sole purpose is to present some concepts in a simplified form as a prelude to the more detailed description that is presented later.

根据本发明实施例的第一方面,提供了一种介质粘弹性定量方法,所述方法包括:According to the first aspect of the embodiments of the present invention, a method for quantifying the viscoelasticity of a medium is provided, the method comprising:

在介质受到振动激励后,获取振动在所述介质中传播的位置时间图;After the medium is excited by the vibration, obtaining a position-time diagram of the vibration propagating in the medium;

利用图像分割获取所述位置时间图的斜率线的斜率;Obtaining the slope of the slope line of the position-time graph by image segmentation;

根据所述斜率,得到所述介质的粘弹性参数。According to the slope, the viscoelastic parameters of the medium are obtained.

在所述方法的基础上,作为可选的实施例一,所述利用图像分割获取所述位置时间图的斜率线的斜率,包括:On the basis of the method, as an optional embodiment 1, the acquisition of the slope of the slope line of the position-time graph by using image segmentation includes:

对所述位置时间图进行图像分割;performing image segmentation on the position-time map;

提取图像特征;Extract image features;

利用所述图像特征进行线性拟合,获取所述位置时间图的斜率线的斜率。Using the image features to perform linear fitting to obtain the slope of the slope line of the position-time graph.

在所述实施例一的基础上,作为可选的实施例二,所述图像特征为下列至少一项:On the basis of the first embodiment, as an optional second embodiment, the image feature is at least one of the following:

中轴线、峰值、谷值、过零点、曲线上升或下降部分的斜率最大值、曲线上升或下降部分的斜率最小值、二次导的最大值和二次导的最小值。Central axis, peak value, valley value, zero crossing point, maximum value of the slope of the rising or falling part of the curve, minimum value of the slope of the rising or falling part of the curve, maximum value of the second derivative, and minimum value of the second derivative.

在所述实施例一的基础上,作为可选的实施例三,所述方法还包括:On the basis of the first embodiment, as an optional third embodiment, the method further includes:

在所述线性拟合之前,对提取的所述图像特征进行筛选,去除偏离线性区域达到设定量的图像特征。Before the linear fitting, the extracted image features are screened to remove image features that deviate from the linear region by a set amount.

在所述方法的基础上,作为可选的实施例四,所述获取振动在所述介质中传播的位置时间图,包括:On the basis of the method, as an optional fourth embodiment, the acquiring a position-time diagram of vibration propagating in the medium includes:

对所述振动的检测信号进行频域变换,得到频域信号;performing frequency-domain transformation on the vibration detection signal to obtain a frequency-domain signal;

去除所述频域信号中位于设定振动速度范围之外的信号,得到处理信号;removing signals outside the set vibration speed range from the frequency domain signals to obtain processed signals;

利用所述处理信号得到所述振动的位置时间图。A position-time map of the vibration is obtained using the processed signal.

在所述实施例四的基础上,作为可选的实施例五,所述去除所述频域信号中位于设定振动速度范围之外的信号,得到处理信号,包括:On the basis of the fourth embodiment, as an optional embodiment five, the removal of signals outside the set vibration speed range in the frequency domain signal to obtain the processed signal includes:

对所述频域信号进行滤波或特征值选取,得到处理信号;performing filtering or eigenvalue selection on the frequency domain signal to obtain a processed signal;

所述滤波的参数与所述设定振动速度范围相关;The parameters of the filtering are related to the set vibration speed range;

所述特征值选取与所述设定振动速度范围相关。The selection of the characteristic value is related to the set vibration speed range.

在所述方法、所述实施例一至所述实施例五中的任一个基础上,作为可选的实施例六,所述方法还包括:On the basis of any one of the method, the first embodiment to the fifth embodiment, as an optional embodiment six, the method further includes:

在所述进行图像分割之前,滤除所述位置时间图中的反射波。Before the image segmentation, the reflected waves in the position-time diagram are filtered out.

根据本发明实施例的第二方面,提供了一种介质粘弹性定量装置,所述装置包括:According to the second aspect of the embodiments of the present invention, there is provided a medium viscoelastic quantitative device, the device comprising:

第一获取模块,用于在介质受到振动激励后,获取振动在所述介质中传播的位置时间图;A first acquisition module, configured to acquire a position-time diagram of vibration propagating in the medium after the medium is excited by vibration;

第二获取模块,用于利用图像分割获取所述位置时间图的斜率线的斜率;The second acquisition module is used to acquire the slope of the slope line of the position-time graph by using image segmentation;

定量模块,用于根据所述斜率,得到所述介质的粘弹性参数。The quantitative module is used to obtain the viscoelastic parameters of the medium according to the slope.

在所述装置的基础上,作为可选的实施例一,所述第二获取模块包括:On the basis of the device, as an optional embodiment 1, the second acquisition module includes:

分割子模块,用于对所述位置时间图进行图像分割;A segmentation sub-module, configured to perform image segmentation on the position-time map;

提取子模块,用于提取图像特征;Extraction sub-module for extracting image features;

拟合子模块,用于利用所述图像特征进行线性拟合,获取所述位置时间图的斜率线的斜率。The fitting submodule is used to perform linear fitting by using the image features, and obtain the slope of the slope line of the position-time diagram.

在所述实施例一的基础上,作为可选的实施例二,所述图像特征为下列至少一项:On the basis of the first embodiment, as an optional second embodiment, the image feature is at least one of the following:

中轴线、峰值、谷值、过零点、曲线上升或下降部分的斜率最大值、曲线上升或下降部分的斜率最小值、二次导的最大值和二次导的最小值。Central axis, peak value, valley value, zero crossing point, maximum value of the slope of the rising or falling part of the curve, minimum value of the slope of the rising or falling part of the curve, maximum value of the second derivative, and minimum value of the second derivative.

在所述实施例一的基础上,作为可选的实施例三,所述拟合子模块,在所述线性拟合之前,对提取的所述图像特征进行筛选,去除偏离线性区域达到设定量的图像特征。On the basis of the first embodiment, as an optional third embodiment, the fitting submodule screens the extracted image features before the linear fitting, and removes the deviation from the linear region to reach the set amount of image features.

在所述装置的基础上,作为可选的实施例四,所述第一获取模块,包括:On the basis of the device, as an optional fourth embodiment, the first acquisition module includes:

第一处理子模块,用于对所述振动的检测信号进行频域变换,得到频域信号;The first processing submodule is used to perform frequency domain transformation on the vibration detection signal to obtain a frequency domain signal;

第二处理子模块,用于去除所述频域信号中位于设定振动速度范围之外的信号,得到处理信号;The second processing submodule is used to remove signals outside the set vibration speed range in the frequency domain signal to obtain processed signals;

获取子模块,用于利用所述处理信号得到所述振动的位置时间图。The obtaining submodule is used to obtain the position-time diagram of the vibration by using the processed signal.

在所述实施例四的基础上,作为可选的实施例五,所述第二处理子模块,对所述频域信号进行滤波或特征值选取,得到处理信号;On the basis of the fourth embodiment, as an optional fifth embodiment, the second processing submodule performs filtering or feature value selection on the frequency domain signal to obtain a processed signal;

所述滤波的参数与所述设定振动速度范围相关;The parameters of the filtering are related to the set vibration speed range;

所述特征值选取与所述设定振动速度范围相关。The selection of the characteristic value is related to the set vibration speed range.

在所述装置、所述实施例一至所述实施例五中的任一个的基础上,作为可选的实施例五,所述装置还包括:滤波模块,用于在所述第二获取模块进行图像分割之前,滤除所述位置时间图中的反射波。On the basis of the device, any one of the first embodiment to the fifth embodiment, as an optional fifth embodiment, the device further includes: a filtering module, configured to perform Before image segmentation, the reflected waves in the position-time diagram are filtered out.

根据本发明实施例的第三方面,提供了一种介质粘弹性定量装置,所述装置包括:According to a third aspect of an embodiment of the present invention, a medium viscoelastic quantitative device is provided, the device comprising:

存储器,存储执行指令;memory, storing execution instructions;

处理器,被配置于读取所述执行指令,完成如下操作:The processor is configured to read the execution instruction and complete the following operations:

在介质受到振动激励后,获取振动在所述介质中传播的位置时间图;After the medium is excited by the vibration, obtaining a position-time diagram of the vibration propagating in the medium;

利用图像分割获取所述位置时间图的斜率线的斜率;Obtaining the slope of the slope line of the position-time graph by image segmentation;

根据所述斜率,得到所述介质的粘弹性参数。According to the slope, the viscoelastic parameters of the medium are obtained.

本发明实施例提供的技术方案可以包括以下有益效果:The technical solutions provided by the embodiments of the present invention may include the following beneficial effects:

通过图像分割获取位置时间图的斜率线的斜率,而位置时间图的斜率就是振动在介质中的传播速度。由于振动在介质中的传播速度和介质的粘弹性相关,所以在得到位置时间图的斜率之后,就能定量计算出介质的粘弹性参数。本发明实施例无需从位置时间图中选取特征点来计算位置时间图的斜率,不会受到噪声干扰且计算量小,可以高效准确的进行介质粘弹性定量。The slope of the slope line of the position-time diagram is obtained by image segmentation, and the slope of the position-time diagram is the propagation speed of the vibration in the medium. Since the propagation speed of vibration in the medium is related to the viscoelasticity of the medium, the viscoelastic parameters of the medium can be quantitatively calculated after the slope of the position-time diagram is obtained. The embodiment of the present invention does not need to select feature points from the position-time diagram to calculate the slope of the position-time diagram, will not be disturbed by noise and the calculation amount is small, and can efficiently and accurately quantify the viscoelasticity of the medium.

应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本发明。It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the invention.

附图说明Description of drawings

此处的附图被并入说明书中并构成本说明书的一部分,示出了符合本发明的实施例,并与说明书一起用于解释本发明的原理。The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and together with the description serve to explain the principles of the invention.

图1是根据一示例性实施例示出的介质粘弹性定量方法的流程图;Fig. 1 is a flowchart of a method for quantifying the viscoelasticity of a medium according to an exemplary embodiment;

图2是根据一示例性实施例示出的介质粘弹性定量方法的流程图;Fig. 2 is a flowchart of a method for quantifying viscoelasticity of a medium according to an exemplary embodiment;

图3是根据一示例性实施例示出的介质粘弹性定量方法的流程图;Fig. 3 is a flowchart of a method for quantifying viscoelasticity of a medium according to an exemplary embodiment;

图4是根据一示例性实施例示出的介质粘弹性定量装置的框图;Fig. 4 is a block diagram of a medium viscoelastic quantitative device according to an exemplary embodiment;

图5是图4中所示的第二获取模块的框图;Fig. 5 is a block diagram of the second acquisition module shown in Fig. 4;

图6是图4中所示的第一获取模块的框图;Fig. 6 is a block diagram of the first acquisition module shown in Fig. 4;

图7是根据一示例性实施例示出的介质粘弹性定量装置的框图;Fig. 7 is a block diagram of a medium viscoelastic quantitative device according to an exemplary embodiment;

图8是根据一示例性实施例示出的介质粘弹性定量装置的框图。Fig. 8 is a block diagram of a medium viscoelastic quantitative device according to an exemplary embodiment.

具体实施方式detailed description

以下描述和附图充分地示出本发明的具体实施方案,以使本领域的技术人员能够实践它们。实施例仅代表可能的变化。除非明确要求,否则单独的部件和功能是可选的,并且操作的顺序可以变化。一些实施方案的部分和特征可以被包括在或替换其他实施方案的部分和特征。本发明的实施方案的范围包括权利要求书的整个范围,以及权利要求书的所有可获得的等同物。在本文中,各实施方案可以被单独地或总地用术语“发明”来表示,这仅仅是为了方便,并且如果事实上公开了超过一个的发明,不是要自动地限制该应用的范围为任何单个发明或发明构思。本文中,诸如第一和第二等之类的关系术语仅仅用于将一个实体或者操作与另一个实体或操作区分开来,而不要求或者暗示这些实体或操作之间存在任何实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素。本文中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。对于实施例公开的结构、产品等而言,由于其与实施例公开的部分相对应,所以描述的比较简单,相关之处参见方法部分说明即可。The following description and drawings illustrate specific embodiments of the invention sufficiently to enable those skilled in the art to practice them. The examples merely represent possible variations. Individual components and functions are optional unless explicitly required, and the order of operations may vary. Portions and features of some embodiments may be included in or substituted for those of other embodiments. The scope of embodiments of the present invention includes the full scope of the claims, and all available equivalents of the claims. Herein, various embodiments may be referred to individually or collectively by the term "invention", which is for convenience only and is not intended to automatically limit the scope of this application if in fact more than one invention is disclosed. A single invention or inventive concept. Herein, relational terms such as first and second etc. are used only to distinguish one entity or operation from another without requiring or implying any actual relationship or relationship between these entities or operations. order. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method or apparatus comprising a set of elements includes not only those elements but also other elements not expressly listed elements. Various embodiments herein are described in a progressive manner, each embodiment focuses on the differences from other embodiments, and the same and similar parts of the various embodiments may be referred to each other. As for the structures, products, etc. disclosed in the embodiments, since they correspond to the parts disclosed in the embodiments, the description is relatively simple, and for relevant parts, please refer to the description of the method part.

图1是根据一示例性实施例示出的介质粘弹性定量方法的流程图。如图1所示,该方法包括如下步骤。Fig. 1 is a flow chart of a method for quantifying viscoelasticity of a medium according to an exemplary embodiment. As shown in Figure 1, the method includes the following steps.

在步骤11中,在介质受到振动激励后,获取振动在介质中传播的位置时间图。In step 11, after the medium is excited by the vibration, a position-time map of the vibration propagating in the medium is acquired.

在步骤12中,利用图像分割获取位置时间图的斜率线的斜率。In step 12, the slope of the slope line of the position-time diagram is obtained by image segmentation.

在步骤13中,根据斜率,得到介质的粘弹性参数。In step 13, according to the slope, the viscoelastic parameters of the medium are obtained.

粘弹性参数可以包括粘性参数和弹性参数中的至少一项。The viscoelastic parameter may include at least one of a viscous parameter and an elastic parameter.

位置时间图的斜率由单位时间的振动传播的距离决定,即介质中振动传播的速度。在均匀的介质中,振动传播的速度和介质的粘弹性有关,在得到位置时间图的斜率之后,就可以定量计算出介质的粘弹性参数,因此如何高效准确的获得上述斜率成为介质粘弹性定量的关键。本示例性实施例通过图像分割确定振动的信号集中出现的区域,进而获取位置时间图的斜率线的斜率。相对于传统方法从位置时间图中选取特征点来计算上述斜率,本示例性实施例中的方法不会受到噪声干扰且计算量小,是一种高效准确的进行介质粘弹性定量的方法。The slope of the position-time diagram is determined by the distance traveled by the vibration per unit time, that is, the speed at which the vibration travels in the medium. In a homogeneous medium, the speed of vibration propagation is related to the viscoelasticity of the medium. After obtaining the slope of the position-time diagram, the viscoelastic parameters of the medium can be calculated quantitatively. Therefore, how to obtain the above-mentioned slope efficiently and accurately becomes a quantitative measure of the viscoelasticity of the medium. key. In this exemplary embodiment, the region where vibration signals appear intensively is determined through image segmentation, and then the slope of the slope line of the position-time diagram is obtained. Compared with the traditional method of selecting feature points from the position-time diagram to calculate the above slope, the method in this exemplary embodiment is free from noise interference and has a small amount of calculation. It is an efficient and accurate method for quantifying the viscoelasticity of a medium.

在一示例性的实施例中,通过机械振动、声辐射力或其他可以产生振动的方式,对介质进行振动激励后,介质产生振动,振动在介质中传播。由于上述振动在介质中的传播速度有限,因此可以利用检测信号对介质进行动态成像。上述检测信号可以是光波、超声波等。上述动态成像可以是一维成像、二维成像或三维成像等。In an exemplary embodiment, after the medium is excited to vibrate through mechanical vibration, acoustic radiation force or other means that can generate vibration, the medium vibrates, and the vibration propagates in the medium. Since the propagation speed of the above-mentioned vibrations in the medium is limited, the detection signal can be used to perform dynamic imaging on the medium. The above-mentioned detection signal may be light wave, ultrasonic wave or the like. The aforementioned dynamic imaging may be one-dimensional imaging, two-dimensional imaging, or three-dimensional imaging.

由于上述振动在介质中传播时,在不同的时刻,波前会沿着传播方向到达不同的位置,根据此特性可以形成位置时间图。位置时间图通常为直的斜纹状图。形成位置时间图的方式有很多种,下面给出两种举例。Since the above-mentioned vibration propagates in the medium, at different moments, the wave front will reach different positions along the propagation direction, and a position-time diagram can be formed according to this characteristic. The position-time plot is usually a straight, diagonally-striped plot. There are many ways to form a position-time map, and two examples are given below.

作为可选的第一种实施方式,检测信号对介质成像产生的回波信号会发生相位去相关,利用这种相位去相关的特性,可以通过互相关、自相关、光流等算法得到介质的运动信息,沿设定的振动传播方向,得到位置时间图。上述算法可以是各种基于块匹配的方法或非块匹配的方法。这种实施方式中,相当于需要通过介质的位移和应变等信息先对振动的传播进行运动估计,然后才能得到该振动的位置时间图。As an optional first implementation mode, the echo signal generated by the detection signal imaging the medium will undergo phase decorrelation. Using the characteristics of this phase decorrelation, the medium can be obtained through algorithms such as cross-correlation, autocorrelation, and optical flow. Motion information, along the set vibration propagation direction, to obtain a position-time diagram. The above-mentioned algorithm can be various block-matching-based methods or non-block-matching methods. In this embodiment, it is equivalent to first performing motion estimation on vibration propagation through information such as displacement and strain of the medium, and then obtaining the position-time diagram of the vibration.

作为可选的第二种实施方式,还可以通过在频域进行处理来判断振动的有无,即可得到位置时间图。首先,对上述检测信号进行频域变换,得到频域信号,然后去除频域信号中位于设定振动速度范围之外的信号,得到处理信号,最后利用处理信号沿设定的振动传播方向得到振动的位置时间图。这种实施方式中,不需要复杂的计算,通过在频域进行处理,就可以得到不以位移或应变为特征的位置时间图。这种方法相当于无需先对振动的传播进行运动估计,只需判断振动的有无即可得到位置时间图,是一种相对高效的运动信息的获取方法。As an optional second implementation manner, the presence or absence of vibration may also be determined by processing in the frequency domain, so as to obtain a position-time diagram. First, perform frequency domain transformation on the above detection signal to obtain the frequency domain signal, then remove the signal outside the set vibration speed range in the frequency domain signal to obtain the processed signal, and finally use the processed signal to obtain the vibration along the set vibration propagation direction position time map. In this implementation manner, no complicated calculation is required, and a position-time diagram that is not characterized by displacement or strain can be obtained by processing in the frequency domain. This method is equivalent to no need to estimate the motion of the vibration propagation first, and only needs to judge the presence or absence of the vibration to obtain the position-time map, which is a relatively efficient method for obtaining motion information.

进一步,在上述第二种实施方式中,频域变换可以选择傅里叶变换或奇异值分解的方法实现。Further, in the second implementation manner above, the frequency domain transformation can be implemented by selecting Fourier transform or singular value decomposition.

进一步,在上述第二种实施方式中,可以使用滤波或特征值选取,来去除频域信号中位于设定振动速度范围之外的信号。如果采用滤波的方式,则滤波的参数与设定振动速度范围相关,如果采用特征值选取的方式,则特征值选取与设定振动速度范围相关。Further, in the above second implementation manner, filtering or feature value selection may be used to remove signals outside the set vibration speed range in the frequency domain signal. If the filtering method is used, the parameters of the filtering are related to the set vibration speed range, and if the eigenvalue selection method is used, the eigenvalue selection is related to the set vibration speed range.

进一步,在上述第一种和第二种实施方式中,上述设定的振动传播方向,在振动只在一个传播方向上传播时,为振动的实际传播方向,在振动在多个传播方向上传播时,为选择出的某一个传播方向。例如,当介质为一均匀薄片时,对介质进行振动激励后,振动将沿该薄片的延展方向进行传播,此时设定的振动传播方向就是该振动的实际传播方向。又例如,当介质为立体不规则形状时,振动传播的波前为立体形状,例如振动传播的波前为椭球,则沿不同的振动传播方向得到的位置时间图是不同的,此时设定的振动传播方向就是选择出的某一个感兴趣的传播方向。上述感兴趣的传播方向根据实际要测量的方向来确定,例如可以是振动传播最快的方向、振动传播最慢的方向和振动传播速度为某一区间的方向中的至少一个。Further, in the above-mentioned first and second embodiments, the above-mentioned set vibration propagation direction is the actual propagation direction of the vibration when the vibration propagates in only one propagation direction, and is the actual propagation direction of the vibration when the vibration propagates in multiple propagation directions. , it is a selected propagation direction. For example, when the medium is a uniform sheet, after the medium is vibrated, the vibration will propagate along the extension direction of the sheet, and the set vibration propagation direction at this time is the actual propagation direction of the vibration. For another example, when the medium has a three-dimensional irregular shape, the wavefront of vibration propagation is a three-dimensional shape, for example, the wavefront of vibration propagation is an ellipsoid, and the position-time diagrams obtained along different vibration propagation directions are different. A given vibration propagation direction is a selected propagation direction of interest. The propagation direction of interest is determined according to the actual direction to be measured, for example, it may be at least one of the fastest vibration propagation direction, the slowest vibration propagation direction, and the direction with a certain range of vibration propagation speeds.

在一示例性的实施例中,由于振动在介质中传播时,遇介质的边缘或异物时会产生反射波,为提高后续处理的精度,如图2所示,在进行图像分割之前,还可以包括步骤11’,即对位置时间图中的反射波进行滤除。滤除的方式可以有很多种,方向滤波是其中一种实现方式。In an exemplary embodiment, when the vibration propagates in the medium, reflected waves will be generated when encountering the edge of the medium or a foreign object, in order to improve the accuracy of subsequent processing, as shown in Figure 2, before image segmentation, you can also Step 11' is included, that is, filtering the reflected waves in the position-time diagram. There are many ways to filter out, and directional filtering is one of the implementation ways.

在一示例性的实施例中,在获取位置时间图的斜率线的斜率时,先进行图像分割,然后提取图像特征。这里的图像特征可以是中轴线、峰值、谷值和过零点中的至少一个,也可以是其他可以获得的特征点,如曲线上升或下降部分的斜率最大值和最小值,二次导的最大值和最小值等。上述中轴线指的是位置时间图上图纹的骨架,上述过零点指的是斜率最大值点或二阶导的最大指点。提取出的图像特征中均包含有振动的信息。通过对提取的图像特征进行线性拟合,获取位置时间图的斜率线的斜率。这种获取位置时间图的斜率线的斜率的方法,避免了大量计算,通过图像特征点来拟合出位置时间图的斜率线的斜率,是一种相对高效的方法。In an exemplary embodiment, when acquiring the slope of the slope line of the position-time diagram, image segmentation is performed first, and then image features are extracted. The image features here can be at least one of the central axis, peak value, valley value, and zero-crossing point, or other available feature points, such as the maximum and minimum values of the slope of the rising or falling part of the curve, and the maximum value of the second derivative. value and minimum value etc. The above-mentioned central axis refers to the skeleton of the pattern on the position-time diagram, and the above-mentioned zero-crossing point refers to the maximum point of the slope or the maximum point of the second-order derivative. The extracted image features all contain vibration information. Obtain the slope of the slope line of the position-time map by performing a linear fit on the extracted image features. This method of obtaining the slope of the slope line of the position-time graph avoids a large number of calculations, and it is a relatively efficient method to fit the slope of the slope line of the position-time graph through image feature points.

作为可选的实施方式,在进行线性拟合之前,还可以先对提取的图像特征进行筛选,去除偏离线性区域较大的图像特征,以进一步提高线性拟合的精度。预先可以设置一个偏离线性区域的设定量,在执行去除操作时,去除达到该设定量的图像特征。As an optional implementation manner, before performing linear fitting, the extracted image features may also be screened to remove image features that deviate greatly from the linear region, so as to further improve the accuracy of linear fitting. A set amount that deviates from the linear region can be set in advance, and when the removal operation is performed, image features reaching the set amount are removed.

作为可选的实施方式,图像分割可以采用多种方法实现,例如基于阈值的分割方法、基于区域的分割方法和基于边缘的分割方法等。As an optional implementation manner, image segmentation may be implemented using various methods, such as threshold-based segmentation methods, region-based segmentation methods, and edge-based segmentation methods.

作为可选的实施方式,线性拟合可以采用最小二乘法实现。As an optional implementation manner, the linear fitting can be implemented using the least square method.

根据力学原理,介质的粘弹性决定了振动在其中的传播速度,因此通过得到位置时间图的斜率,可以获知振动在介质中传播的速度,进而根据力学原理,可以定量得出介质的粘弹性参数。这里的粘弹性参数可以包括剪切模量、粘弹性模量、剪切粘弹性、粘性模量、剪切粘度、机械阻抗、机械松弛时间、各向异性等。According to the principle of mechanics, the viscoelasticity of the medium determines the propagation speed of the vibration in it. Therefore, by obtaining the slope of the position-time diagram, the velocity of the vibration propagating in the medium can be known, and then according to the principle of mechanics, the viscoelastic parameters of the medium can be quantitatively obtained . The viscoelastic parameters here may include shear modulus, viscoelastic modulus, shear viscoelasticity, viscous modulus, shear viscosity, mechanical impedance, mechanical relaxation time, anisotropy, and the like.

下面以一种具体的应用场景给出本发明实施例中介质粘弹性定量方法的应用。The application of the medium viscoelasticity quantification method in the embodiment of the present invention is given below in a specific application scenario.

在对人体肝脏等粘粘弹性介质进行无损粘弹性检测时,需要对介质粘弹性进行定量。检测设备中包括激发装置和成像装置,其中激发装置对待检测介质进行振动激励,成像装置利用超声波对振动激励后的介质进行成像。振动在介质中传播时,在不同的时刻,波前会沿着传播方向到达不同的位置,形成位置时间图。上述波前可以是波峰、波谷、或振动的同一相位中的一种。When performing non-destructive viscoelasticity testing on viscoelastic media such as human liver, it is necessary to quantify the viscoelasticity of the media. The detection equipment includes an excitation device and an imaging device, wherein the excitation device performs vibration excitation on the medium to be detected, and the imaging device uses ultrasonic waves to image the vibration-excited medium. When the vibration propagates in the medium, at different moments, the wave front will reach different positions along the propagation direction, forming a position-time diagram. The aforementioned wave fronts may be one of crests, troughs, or the same phase of vibration.

如图3所示,在这种具体应用场景的介质粘弹性定量方法可以包括如下步骤。As shown in FIG. 3 , the method for quantifying the viscoelasticity of media in this specific application scenario may include the following steps.

在步骤31中,对介质进行振动激励。In step 31, the medium is vibrated.

在步骤32中,对检测振动的超声波信号进行频域变换,得到频域信号。In step 32, frequency-domain transform is performed on the ultrasonic signal of the detected vibration to obtain a frequency-domain signal.

在步骤33中,去除频域信号中位于设定振动速度范围之外的信号,得到处理信号。In step 33, signals outside the set vibration speed range in the frequency domain signal are removed to obtain a processed signal.

在步骤34中,利用处理信号得到振动的位置时间图。In step 34, a position-time map of the vibration is obtained using the processed signal.

在步骤35中,对所述位置时间图进行方向滤波。In step 35, direction filtering is performed on the position-time map.

在步骤36中,对位置时间图进行图像分割。In step 36, image segmentation is performed on the position-time map.

在步骤37中,提取中轴线。In step 37, the central axis is extracted.

在步骤38中,对中轴线进行线性拟合,得到位置时间图的斜率线的斜率。In step 38, linear fitting is performed on the central axis to obtain the slope of the slope line of the position-time graph.

在步骤39中,根据确定出的斜率和力学原理,计算得到介质的粘弹性参数。In step 39, according to the determined slope and the mechanical principle, the viscoelastic parameters of the medium are calculated.

在以上介质粘弹性定量方法的各个示例性实施例中,当设定的振动传播方向为至少两个时,每个设定的振动传播方向会对应得到一个位置时间图,进而会得到该位置时间图对应的介质的粘弹性参数。综合得到的至少两套粘弹性参数,可以更全面的评价介质的粘弹性。In each exemplary embodiment of the above medium viscoelasticity quantitative method, when there are at least two set vibration propagation directions, each set vibration propagation direction will correspond to a position-time diagram, and then the position-time diagram will be obtained The graph corresponds to the viscoelastic parameters of the medium. At least two sets of viscoelasticity parameters obtained through synthesis can evaluate the viscoelasticity of the medium more comprehensively.

上述给出的介质粘弹性定量方法的各个示例性实施例,可以根据情况进行组合,这里并不限定各个示例性实施例之间的组合关系。The various exemplary embodiments of the method for quantifying the viscoelasticity of the medium given above can be combined according to the situation, and the combination relationship between the various exemplary embodiments is not limited here.

图4是一示例性实施例示出的介质粘弹性定量装置的框图,该装置可以位于介质粘弹性检测设备的控制主机中,例如在医疗检测领域,可以位于肝脏无损检测设备的控制主机中。该装置还可以位于云端,介质粘弹性检测设备的检测数据需要在云端进行处理。以下所描述装置中涉及的前文方法中的相同概念,不再赘述。Fig. 4 is a block diagram of a medium viscoelasticity quantitative device shown in an exemplary embodiment. The device can be located in the control host of the medium viscoelasticity testing equipment, for example, in the field of medical testing, it can be located in the control host of the liver non-destructive testing equipment. The device can also be located in the cloud, and the detection data of the medium viscoelasticity detection equipment needs to be processed in the cloud. The same concept in the previous method involved in the device described below will not be repeated here.

图4所示的装置包括:第一获取模块41、第二获取模块42和定量模块43。The device shown in FIG. 4 includes: a first acquisition module 41 , a second acquisition module 42 and a quantitative module 43 .

第一获取模块41,用于在介质受到振动激励后,获取振动在介质中传播的位置时间图。The first acquisition module 41 is configured to acquire a position-time diagram of vibration propagating in the medium after the medium is excited by vibration.

第二获取模块42,用于利用图像分割获取位置时间图的斜率线的斜率。The second obtaining module 42 is configured to use image segmentation to obtain the slope of the slope line of the position-time graph.

定量模块43,用于根据斜率,得到介质的粘弹性参数。The quantitative module 43 is used to obtain the viscoelastic parameters of the medium according to the slope.

在一示例性实施例中,如图5所示,第二获取模块42采用线性拟合来获取位置时间图的斜率线的斜率。此时,第二获取模块42包括:分割子模块421、提取子模块422和拟合子模块423。In an exemplary embodiment, as shown in FIG. 5 , the second obtaining module 42 uses linear fitting to obtain the slope of the slope line of the position-time graph. At this point, the second acquisition module 42 includes: a segmentation submodule 421 , an extraction submodule 422 and a fitting submodule 423 .

分割子模块421,用于对位置时间图进行图像分割。The segmentation sub-module 421 is configured to perform image segmentation on the position-time map.

提取子模块422,用于提取图像特征。The extraction sub-module 422 is used to extract image features.

拟合子模块423,用于利用图像特征进行线性拟合,获取位置时间图的斜率线的斜率。The fitting sub-module 423 is configured to perform linear fitting using image features to obtain the slope of the slope line of the position-time graph.

作为可选的实施方式,拟合子模块423,还可以在进行线性拟合之前,对提取的图像特征进行筛选,去除偏离线性区域达到设定量的图像特征。As an optional implementation, the fitting sub-module 423 may also screen the extracted image features before performing linear fitting, and remove image features that deviate from the linear region by a set amount.

在一示例性实施例中,如图6所示,第一获取模块41通过在频域中对检测信号进行处理获取位置时间图。此时,第一获取模块41包括:第一处理子模块411、第二处理子模块412和获取子模块413。In an exemplary embodiment, as shown in FIG. 6 , the first obtaining module 41 obtains a position-time map by processing the detection signal in the frequency domain. At this point, the first acquisition module 41 includes: a first processing submodule 411 , a second processing submodule 412 and an acquisition submodule 413 .

第一处理子模块411,用于对振动的检测信号进行频域变换,得到频域信号。频域变换可以采用傅里叶变换、奇异值分解等多种时频变换的方法。The first processing sub-module 411 is configured to perform frequency domain transformation on the vibration detection signal to obtain a frequency domain signal. The frequency domain transformation can adopt various time-frequency transformation methods such as Fourier transform and singular value decomposition.

第二处理子模块412,用于去除频域信号中位于设定振动速度范围之外的信号,得到处理信号。The second processing sub-module 412 is configured to remove signals outside the set vibration speed range in the frequency domain signal to obtain processed signals.

获取子模块413,用于利用处理信号得到振动的位置时间图。The obtaining sub-module 413 is used to obtain the position-time map of the vibration by using the processed signal.

进一步,第二处理子模块412对频域信号进行滤波或特征值选取得到处理信号。此时,滤波的参数与设定振动速度范围相关,特征值选取与设定振动速度范围相关。Further, the second processing sub-module 412 performs filtering or feature value selection on the frequency domain signal to obtain a processed signal. At this time, the parameters of the filter are related to the set vibration speed range, and the feature value selection is related to the set vibration speed range.

当然,在其他可选的实施方式中,第一获取模块41也可以通过互相关、自相关、光流等算法得到介质的运动信息,沿设定的振动传播方向,得到位置时间图。Of course, in other optional implementation manners, the first acquisition module 41 can also obtain the motion information of the medium through algorithms such as cross-correlation, auto-correlation, and optical flow, and obtain a position-time map along the set vibration propagation direction.

在一示例性实施例中,如图7所示,介质粘弹性定量装置中还包括:滤波模块44,用于在第二获取模块42进行图像分割之前,滤除位置时间图中的反射波。In an exemplary embodiment, as shown in FIG. 7 , the medium viscoelasticity quantification device further includes: a filter module 44 , configured to filter reflected waves in the position-time diagram before the second acquisition module 42 performs image segmentation.

图8是根据一示例性实施例示出的介质粘弹性定量装置的框图,该装置可以位于介质粘弹性检测设备的控制主机中,例如在医疗检测领域,可以位于肝脏无损检测设备的控制主机中。该装置还可以位于云端,介质粘弹性检测设备的检测数据需要在云端进行处理。Fig. 8 is a block diagram of a medium viscoelasticity quantitative device according to an exemplary embodiment. The device can be located in the control host of the medium viscoelasticity testing equipment, for example, in the field of medical testing, it can be located in the control host of the liver non-destructive testing equipment. The device can also be located in the cloud, and the detection data of the medium viscoelasticity detection equipment needs to be processed in the cloud.

图8所示的装置包括:存储器81和处理器82。The device shown in FIG. 8 includes: a memory 81 and a processor 82 .

存储器81中存储有执行指令。The execution instruction is stored in the memory 81 .

处理器82,被配置于读取存储器81中的执行指令,执行前文所述介质粘弹性定量方法的各示例性实施例中的部分或全部步骤。处理器82可以由芯片实现。The processor 82 is configured to read the execution instructions in the memory 81, and execute some or all of the steps in the various exemplary embodiments of the above-mentioned method for quantifying the viscoelasticity of the medium. Processor 82 may be implemented by a chip.

如果图8所示的介质粘弹性定量装置位于介质粘弹性检测设备的控制主机中,可以通过总线、无线等方式与介质粘弹性定量设备中的激励装置、成像装置进行连接,此时该装置上具备与实现上述连接的接口及相应通信机制。If the medium viscoelasticity quantitative device shown in Figure 8 is located in the control host of the medium viscoelasticity detection equipment, it can be connected with the excitation device and the imaging device in the medium viscoelasticity quantitative equipment through bus, wireless, etc. It has the interface and corresponding communication mechanism to realize the above connection.

如果图8所示的介质粘弹性定量装置位于云端,可以通过网络与介质粘弹性检测设备进行通信。If the medium viscoelasticity quantitative device shown in FIG. 8 is located in the cloud, it can communicate with the medium viscoelasticity detection equipment through the network.

应当理解的是,本发明并不局限于上面已经描述并在附图中示出的流程及结构,并且可以在不脱离其范围进行各种修改和改变。本发明的范围仅由所附的权利要求来限制。It should be understood that the present invention is not limited to the processes and structures that have been described above and shown in the accompanying drawings, and various modifications and changes can be made without departing from the scope thereof. The scope of the invention is limited only by the appended claims.

Claims (15)

1.一种介质粘弹性定量方法,其特征在于,所述方法包括:1. a medium viscoelasticity quantitative method, is characterized in that, described method comprises: 在介质受到振动激励后,获取振动在所述介质中传播的位置时间图;After the medium is excited by the vibration, obtaining a position-time diagram of the vibration propagating in the medium; 利用图像分割获取所述位置时间图的斜率线的斜率;Obtaining the slope of the slope line of the position-time graph by image segmentation; 根据所述斜率,得到所述介质的粘弹性参数。According to the slope, the viscoelastic parameters of the medium are obtained. 2.如权利要求1所述的方法,其特征在于,所述利用图像分割获取所述位置时间图的斜率线的斜率,包括:2. The method according to claim 1, wherein said utilizing image segmentation to obtain the slope of the slope line of said position-time diagram comprises: 对所述位置时间图进行图像分割;performing image segmentation on the position-time map; 提取图像特征;Extract image features; 利用所述图像特征进行线性拟合,获取所述位置时间图的斜率线的斜率。Using the image features to perform linear fitting to obtain the slope of the slope line of the position-time graph. 3.如权利要求2所述的方法,其特征在于,所述图像特征为下列至少一项:中轴线、峰值、谷值、过零点、曲线上升或下降部分的斜率最大值、曲线上升或下降部分的斜率最小值、二次导的最大值和二次导的最小值。3. The method according to claim 2, wherein the image feature is at least one of the following: a central axis, a peak value, a valley value, a zero-crossing point, a maximum slope of a rising or falling part of a curve, a rising or falling curve The minimum value of the slope, the maximum value of the second derivative, and the minimum value of the second derivative of the section. 4.如权利要求2所述的方法,其特征在于,所述方法还包括:4. The method of claim 2, further comprising: 在所述线性拟合之前,对提取的所述图像特征进行筛选,去除偏离线性区域达到设定量的图像特征。Before the linear fitting, the extracted image features are screened to remove image features that deviate from the linear region by a set amount. 5.如权利要求1所述的方法,其特征在于,所述获取振动在所述介质中传播的位置时间图,包括:对所述振动的检测信号进行频域变换,得到频域信号;5. The method according to claim 1, wherein said obtaining a position-time diagram of vibration propagating in said medium comprises: performing frequency domain transformation on said vibration detection signal to obtain a frequency domain signal; 去除所述频域信号中位于设定振动速度范围之外的信号,得到处理信号;removing signals outside the set vibration speed range from the frequency domain signals to obtain processed signals; 利用所述处理信号得到所述振动的位置时间图。A position-time map of the vibration is obtained using the processed signal. 6.如权利要求5所述的方法,其特征在于,所述去除所述频域信号中位于设定振动速度范围之外的信号,得到处理信号,包括:6. The method according to claim 5, wherein said removing signals outside the set vibration velocity range in said frequency domain signal to obtain a processed signal comprises: 对所述频域信号进行滤波或特征值选取,得到处理信号;performing filtering or eigenvalue selection on the frequency domain signal to obtain a processed signal; 所述滤波的参数与所述设定振动速度范围相关;The parameters of the filtering are related to the set vibration speed range; 所述特征值选取与所述设定振动速度范围相关。The selection of the characteristic value is related to the set vibration speed range. 7.如权利要求1至6任一项所述的方法,其特征在于,所述方法还包括:在所述进行图像分割之前,滤除所述位置时间图中的反射波。7. The method according to any one of claims 1 to 6, further comprising: before performing image segmentation, filtering reflected waves in the position-time diagram. 8.一种介质粘弹性定量装置,其特征在于,所述装置包括:8. A medium viscoelastic quantitative device, characterized in that the device comprises: 第一获取模块,用于在介质受到振动激励后,获取振动在所述介质中传播的位置时间图;A first acquisition module, configured to acquire a position-time diagram of vibration propagating in the medium after the medium is excited by vibration; 第二获取模块,用于利用图像分割获取所述位置时间图的斜率线的斜率;The second acquisition module is used to acquire the slope of the slope line of the position-time graph by using image segmentation; 定量模块,用于根据所述斜率,得到所述介质的粘弹性参数。The quantitative module is used to obtain the viscoelastic parameters of the medium according to the slope. 9.如权利要求7所述的装置,其特征在于,所述第二获取模块包括:9. The device according to claim 7, wherein the second acquiring module comprises: 分割子模块,用于对所述位置时间图进行图像分割;A segmentation sub-module, configured to perform image segmentation on the position-time map; 提取子模块,用于提取图像特征;Extraction sub-module for extracting image features; 拟合子模块,用于利用所述图像特征进行线性拟合,获取所述位置时间图的斜率线的斜率。The fitting submodule is used to perform linear fitting by using the image features, and obtain the slope of the slope line of the position-time graph. 10.如权利要求9所述的装置,其特征在于,所述图像特征为下列至少一项:中轴线、峰值、谷值、过零点、曲线上升或下降部分的斜率最大值、曲线上升或下降部分的斜率最小值、二次导的最大值和二次导的最小值。10. The device according to claim 9, wherein the image feature is at least one of the following: a central axis, a peak value, a valley value, a zero-crossing point, a maximum slope of a rising or falling part of a curve, a rising or falling curve The minimum value of the slope, the maximum value of the second derivative, and the minimum value of the second derivative of the section. 11.如权利要求9所述的装置,其特征在于,所述拟合子模块,在所述线性拟合之前,对提取的所述图像特征进行筛选,去除偏离线性区域达到设定量的图像特征。11. The device according to claim 9, wherein the fitting submodule filters the extracted image features before the linear fitting, and removes images that deviate from the linear region to a set amount feature. 12.如权利要求7所述的装置,其特征在于,所述第一获取模块,包括:12. The device according to claim 7, wherein the first acquiring module comprises: 第一处理子模块,用于对所述振动的检测信号进行频域变换,得到频域信号;The first processing submodule is used to perform frequency domain transformation on the vibration detection signal to obtain a frequency domain signal; 第二处理子模块,用于去除所述频域信号中位于设定振动速度范围之外的信号,得到处理信号;The second processing submodule is used to remove signals outside the set vibration speed range in the frequency domain signal to obtain processed signals; 获取子模块,用于利用所述处理信号得到所述振动的位置时间图。The obtaining submodule is used to obtain the position-time diagram of the vibration by using the processed signal. 13.如权利要求12所述的装置,其特征在于,所述第二处理子模块,对所述频域信号进行滤波或特征值选取,得到处理信号;13. The device according to claim 12, wherein the second processing submodule performs filtering or feature value selection on the frequency domain signal to obtain a processed signal; 所述滤波的参数与所述设定振动速度范围相关;The parameters of the filtering are related to the set vibration speed range; 所述特征值选取与所述设定振动速度范围相关。The selection of the characteristic value is related to the set vibration speed range. 14.如权利要求7至13任一项所述的装置,其特征在于,所述装置还包括:滤波模块,用于在所述第二获取模块进行图像分割之前,滤除所述位置时间图中的反射波。14. The device according to any one of claims 7 to 13, further comprising: a filtering module, configured to filter out the position-time map before the second acquisition module performs image segmentation reflected waves in . 15.一种介质粘弹性定量装置,其特征在于,所述装置包括:15. A medium viscoelastic quantitative device, characterized in that the device comprises: 存储器,存储执行指令;memory, storing execution instructions; 处理器,被配置于读取所述执行指令,完成如下操作:The processor is configured to read the execution instruction and complete the following operations: 在介质受到振动激励后,获取振动在所述介质中传播的位置时间图;After the medium is excited by the vibration, obtaining a position-time diagram of the vibration propagating in the medium; 利用图像分割获取所述位置时间图的斜率线的斜率;Obtaining the slope of the slope line of the position-time graph by image segmentation; 根据所述斜率,得到所述介质的粘弹性参数。According to the slope, the viscoelastic parameters of the medium are obtained.
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