CN103123721B - Method and device for reducing artifacts in image in real time - Google Patents
Method and device for reducing artifacts in image in real time Download PDFInfo
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Abstract
Description
技术领域 technical field
本发明属于图像处理技术领域,具体涉及一种实时减少图像中伪影的方法,以及实时减少图像中伪影的装置。The invention belongs to the technical field of image processing, and in particular relates to a method for reducing artifacts in images in real time and a device for reducing artifacts in images in real time.
背景技术 Background technique
高强度聚焦超声(HighIntensityFocusedUltrasound,HIFU)技术是一种无创治疗方法,目前主要应用于乳腺癌、腹腔和盆腔内实体良恶性肿瘤的治疗。HIFU技术的治疗原理是,利用聚焦于生物组织的高强度超声使焦域以内的组织的温度在瞬间达到60摄氏度以上,使焦域以内的组织瞬间产生凝固性坏死,同时焦域以外的组织无显著损伤。超声因具有实时性、成本低等优点而成为市场上约90%的HIFU治疗系统中的监控手段。High Intensity Focused Ultrasound (HIFU) technology is a non-invasive treatment method, which is currently mainly used in the treatment of breast cancer, solid benign and malignant tumors in the abdominal cavity and pelvic cavity. The treatment principle of HIFU technology is to use high-intensity ultrasound focused on biological tissue to make the temperature of the tissue within the focal area reach 60 degrees Celsius or more in an instant, causing coagulation necrosis in the tissue within the focal area instantaneously, and at the same time, the tissue outside the focal area has no effect. significant damage. Ultrasound has become the monitoring method in about 90% of HIFU treatment systems on the market because of its advantages of real-time and low cost.
在超声引导的HIFU治疗系统中,要求尽量减小对正常组织的伤害,所以在实施治疗前,需要确定病灶的位置和形态,在治疗中,能实时观测治疗的效果,以调整治疗剂量和适时中断治疗,为实现上述功能,HIFU治疗系统一般采用组合探头,所述组合探头由发出治疗用超声波的治疗头和B超或彩超显像探头(以下简称为超声探头)组成。In the ultrasound-guided HIFU treatment system, it is required to minimize the damage to normal tissues, so the location and shape of the lesion need to be determined before the treatment. During the treatment, the treatment effect can be observed in real time to adjust the treatment dose and timely To interrupt the treatment, in order to realize the above functions, the HIFU treatment system generally adopts a combined probe, which is composed of a treatment head that emits ultrasonic waves for treatment and a B-ultrasound or color Doppler ultrasound imaging probe (hereinafter referred to as the ultrasonic probe).
通常,由于所述组合探头较大,为了减小超声波从外界进入人体组织过程中的反射,以及手术中散热、聚能等原因,在HIFU治疗系统中,整个组合探头都浸泡在作为耦合剂的脱气水介质中。当实施治疗时,患者病灶处的皮肤与所述耦合剂耦合,并通过超声探头成像,以观察患者病灶的准确位置和具体形态,同时准确定位治疗头的焦域于患者病灶部位,从而实施治疗。由于HIFU治疗系统中的组合探头与患者病灶处的皮肤之间存在有脱气水介质,使得组合探头中的超声探头在成像时,距离人体体表较远,因此超声探头发出的诊断超声波会在人体皮肤与治疗头和超声探头的表面发生多次反射,使得超声探头接收到多次重复的信号,且所述多次反射产生的回声与进入人体内部组织的超声相互混杂,从而导致HIFU治疗系统中的超声探头采集的超声图像(以下简称图像)中存在伪影。Usually, due to the large size of the combined probe, in order to reduce the reflection of the ultrasonic wave entering the human tissue from the outside, as well as heat dissipation and energy gathering during the operation, in the HIFU treatment system, the entire combined probe is soaked in the coupling agent. in degassed aqueous medium. When performing treatment, the skin at the patient's lesion is coupled with the coupling agent, and is imaged by an ultrasonic probe to observe the exact position and specific shape of the patient's lesion, and at the same time accurately position the focal area of the treatment head on the patient's lesion, so as to implement the treatment . Since there is a degassed water medium between the combination probe in the HIFU treatment system and the skin of the patient's lesion, the ultrasound probe in the combination probe is far away from the human body surface during imaging, so the diagnostic ultrasound emitted by the ultrasound probe will be in the Multiple reflections occur between the skin of the human body and the surface of the treatment head and the ultrasonic probe, so that the ultrasonic probe receives multiple repeated signals, and the echoes generated by the multiple reflections are mixed with the ultrasound entering the internal tissues of the human body, resulting in HIFU treatment system Artifacts exist in the ultrasound image (hereinafter referred to as the image) acquired by the ultrasound probe in .
HIFU治疗系统中的图像存在的伪影问题为HIFU治疗系统带来众多不利影响,比如:The image artifacts in the HIFU treatment system have brought many adverse effects to the HIFU treatment system, such as:
1.伪影使生物组织解剖信息在图像上不能得到准确的反映,增加了HIFU治疗过程中可能存在的风险,相应提高了HIFU治疗过程中对操作人员的经验要求;1. Artifacts prevent the anatomical information of biological tissues from being accurately reflected on the image, which increases the possible risks during HIFU treatment and correspondingly increases the experience requirements for operators during HIFU treatment;
2.伪影的出现使得一些伪影过于严重的肿瘤无法得到治疗,因而限制了超声引导的HIFU治疗系统的治疗疾病范围和人群;2. The appearance of artifacts makes some tumors with too serious artifacts unable to be treated, thus limiting the range of diseases and populations treated by the ultrasound-guided HIFU treatment system;
3.目前一般采用灰度增强的方式判断与治疗损伤,伪影的存在可能会影响操作人员对图像中治疗区域的组织损伤情况的观察;3. At present, gray enhancement is generally used to judge and treat injuries, and the existence of artifacts may affect the operator's observation of tissue damage in the treatment area in the image;
4.伪影问题降低了整体HIFU治疗系统的性能和安全系数。4. The artifact problem reduces the performance and safety factor of the overall HIFU treatment system.
发明内容 Contents of the invention
本发明所要解决的技术问题是针对现有技术中存在的上述问题,提供一种能够实时减少图像中伪影的方法以及装置,可提高超声探头对治疗靶区的定位精度,从而提高超声引导手术的治疗效率和治疗效果。The technical problem to be solved by the present invention is to provide a method and device capable of reducing artifacts in images in real time for the above-mentioned problems in the prior art, which can improve the positioning accuracy of the ultrasonic probe to the treatment target area, thereby improving the accuracy of ultrasound-guided surgery. treatment efficiency and efficacy.
解决本发明技术问题所采用的技术方案是:The technical solution adopted to solve the technical problems of the present invention is:
所述实时减少图像中伪影的方法包括如下步骤:The method for reducing artifacts in an image in real time comprises the steps of:
1)采集参考图像:将处于治疗位置的超声探头移动至获取参考图像的位置,并在所述参考图像的位置采集病灶的图像作为参考图像,所述参考位置为能使超声探头采集的图像中与治疗靶区对应的部分伪影较少或者无伪影的某一位置,所述治疗位置是指超声探头处于这个位置时,操作者能实时观察到需要治疗区域的超声图像,并且要求治疗头焦点在治疗区域内;1) Acquiring a reference image: move the ultrasonic probe at the treatment position to the position for acquiring a reference image, and acquire an image of the lesion at the position of the reference image as a reference image, and the reference position is one of the images that can be acquired by the ultrasonic probe. A certain position corresponding to the treatment target area with less or no artifacts. The treatment position refers to when the ultrasonic probe is at this position, the operator can observe the ultrasonic image of the area to be treated in real time, and requires the treatment head The focus is within the treatment area;
2)采集治疗图像:将超声探头从所述参考位置移回至所述治疗位置,并采集病灶当前的治疗图像;2) Acquiring treatment images: moving the ultrasound probe back from the reference position to the treatment position, and acquiring current treatment images of the lesion;
3)图像的配准与融合:将采集到的治疗图像与所述参考图像进行配准与融合,并输出融合后的图像,此图像即为实际治疗图像。3) Image registration and fusion: the collected treatment images are registered and fused with the reference image, and a fused image is output, which is the actual treatment image.
优选的是,步骤1)中,首先判断超声探头在所述治疗位置所采集的图像中是否存在较多伪影,如果伪影较多,则根据超声探头采集的图像中皮肤线的位置从治疗位置沿接近皮肤的方向移动超声探头,直至所述超声探头移动到与皮肤的距离为0~5cm的位置,即超声探头移动至参考位置,停止移动超声探头,在所述参考位置采集病灶的参考图像。Preferably, in step 1), it is first judged whether there are more artifacts in the image collected by the ultrasonic probe at the treatment position, if there are more artifacts, then according to the position of the skin line in the image collected by the ultrasonic probe from the treatment Move the ultrasonic probe along the direction close to the skin until the ultrasonic probe moves to a position with a distance of 0-5 cm from the skin, that is, the ultrasonic probe moves to the reference position, stops moving the ultrasonic probe, and collects reference images of lesions at the reference position. image.
优选的是,步骤1)中,所采集的参考图像为多幅时间连续的参考图像,该多幅时间连续的参考图像构成参考图像序列;在采集所述参考图像序列的同时,采集患者的生理信号,并将所述生理信号引入参考图像序列中;Preferably, in step 1), the collected reference images are multiple time-continuous reference images, and the multiple time-continuous reference images constitute a reference image sequence; while collecting the reference image sequence, the patient's physiological signal, and introducing said physiological signal into a reference image sequence;
步骤2)中,在采集治疗图像的同时,采集患者的生理信号,并将所述生理信号引入当前的治疗图像。In step 2), while collecting the treatment image, the physiological signal of the patient is collected, and the physiological signal is introduced into the current treatment image.
进一步优选,步骤1)中,采集所述参考图像序列的过程如下:采集多个连续生理信号周期的多组图像序列,且每个生理信号周期对应一组图像序列,并检验在各个生理信号周期采集的各组图像序列是否一致或基本一致,如果一致或基本一致,则任选其中一个生理信号周期的一组图像序列作为参考图像序列;如果不一致或不基本一致,则继续采集下个生理信号周期的图像序列,并将其与上个生理信号周期的图像序列比较,直至采集到的多个连续生理信号周期的多组图像序列一致或基本一致,再选择所述多个连续生理信号周期的多组图像序列中的任意一组作为参考图像序列。Further preferably, in step 1), the process of acquiring the reference image sequence is as follows: acquiring multiple sets of image sequences of multiple consecutive physiological signal periods, and each physiological signal period corresponds to a set of image sequences, and checking the Whether each group of image sequences acquired by the signal cycle is consistent or basically consistent, if consistent or basically consistent, select a group of image sequences of one of the physiological signal cycles as the reference image sequence; if inconsistent or not basically consistent, continue to collect the next The image sequence of the first physiological signal cycle is compared with the image sequence of the last physiological signal cycle until the multiple groups of image sequences collected for multiple consecutive physiological signal cycles are consistent or basically consistent, and then the multiple consecutive physiological signal cycles are selected. Any one of multiple sets of image sequences of the physiological signal cycle is used as a reference image sequence.
优选的是,步骤1)中,在所述多个连续生理信号周期中,每个生理信号周期均包含若干个不同的相位,按照采集参考图像序列时其所对应的一个生理信号周期内的若干个不同的相位,将所述参考图像序列中的每幅参考图像分别与其对应的所述生理信号周期中的一个不同的相位相关联即是将生理信号引入参考图像序列;Preferably, in step 1), in the plurality of continuous physiological signal periods, each physiological signal period includes several different phases, according to the number of phases in a corresponding physiological signal period when the reference image sequence is collected. different phases, associating each reference image in the reference image sequence with a different phase in the corresponding physiological signal cycle is to introduce the physiological signal into the reference image sequence;
步骤2)中,按照采集治疗图像时其所对应的一个生理信号周期内的一个不同的相位,将所述当前治疗图像与其所对应的所述生理信号周期中的一个不同的相位相关联即是将生理信号引入当前的治疗图像。In step 2), according to a different phase in a corresponding physiological signal cycle when the therapeutic image is collected, associating the current therapeutic image with a different phase in the corresponding physiological signal cycle is Physiological signals are introduced into the current therapy image.
优选的是,步骤3)中,将采集到的当前的治疗图像与参考图像序列中的参考图像进行配准与融合,并实时输出融合后的图像,然后继续采集下一时刻的治疗图像,将其与参考图像序列中的参考图像进行配准与融合,并实时输出融合后的图像,如此循环,即得到连续输出的实际治疗图像。Preferably, in step 3), the collected current treatment image is registered and fused with the reference image in the reference image sequence, and the fused image is output in real time, and then the treatment image at the next moment is continued to be collected. It registers and fuses with the reference image in the reference image sequence, and outputs the fused image in real time, so that the continuous output of the actual treatment image can be obtained through a cycle like this.
优选的是,步骤1)中,当超声探头处于治疗位置时记录超声探头的空间位置,当超声探头处于参考位置时记录超声探头的空间位置;Preferably, in step 1), the spatial position of the ultrasonic probe is recorded when the ultrasonic probe is in the treatment position, and the spatial position of the ultrasonic probe is recorded when the ultrasonic probe is in the reference position;
步骤3)中,图像的配准与融合为:In step 3), the registration and fusion of images are:
31)通过生理信号配准算法将所述已引入生理信号的当前治疗图像和所述已引入生理信号的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与当前治疗图像的相位相同,并实时输出完成生理信号配准后的参考图像,再依据超声探头在采集参考图像序列和当前治疗图像时的不同空间位置,将所述完成生理信号配准后的参考图像与当前治疗图像进行空间配准,并输出完成空间配准后的参考图像;31) Perform physiological signal registration on the current treatment image that has introduced physiological signals and a reference image in the reference image sequence that has introduced physiological signals through a physiological signal registration algorithm, and the reference image and the current treatment image The phases of the two phases are the same, and the reference image after the registration of the physiological signal is output in real time, and then according to the different spatial positions of the ultrasound probe when the reference image sequence is collected and the current treatment image, the reference image after the registration of the physiological signal is compared with the current treatment image. Spatial registration is performed on the treatment images, and the reference images after spatial registration are output;
或者,依据超声探头在采集参考图像序列和当前治疗图像时的不同空间位置,将所述已引入生理信号的当前治疗图像和所述已引入生理信号的参考图像序列中的所有参考图像进行空间配准,并输出完成空间配准后的参考图像序列,再通过生理信号配准算法将所述已引入生理信号的当前治疗图像和所述已引入生理信号并完成空间配准后的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与当前治疗图像相位相同的,并输出完成生理信号配准后的参考图像;Or, according to the different spatial positions of the ultrasound probe when acquiring the reference image sequence and the current treatment image, spatially align the current treatment image into which the physiological signal has been introduced and all reference images in the reference image sequence into which the physiological signal has been introduced. and output the reference image sequence after the spatial registration is completed, and then use the physiological signal registration algorithm to integrate the current treatment image that has introduced the physiological signal and the reference image sequence that has introduced the physiological signal and completed the spatial registration. Physiological signal registration of a reference image, and the reference image has the same phase as the current treatment image, and output the reference image after the physiological signal registration is completed;
32)将所述完成生理信号配准与空间配准的参考图像与所述当前的治疗图像进行实时融合,并将融合后的图像实时输出。32) Real-time fusion of the reference image with the completed physiological signal registration and spatial registration and the current treatment image, and output the fused image in real time.
进一步优选,步骤31)中,所述当前治疗图像与参考图像进行空间配准的方法为:将超声探头采集参考图像时的空间位置与采集当前治疗图像时的空间位置的坐标差值转换为所述参考图像与当前治疗图像的像素差值,根据所述像素差值完成当前治疗图像与参考图像的空间配准;Further preferably, in step 31), the method for performing spatial registration between the current treatment image and the reference image is: converting the coordinate difference between the spatial position when the ultrasonic probe acquires the reference image and the spatial position when the current treatment image is acquired into the The pixel difference between the reference image and the current treatment image, and complete the spatial registration of the current treatment image and the reference image according to the pixel difference;
步骤32)中,将参考图像与治疗图形进行融合时,选取所述参考图像中的全部或仅包含治疗靶区的部分与所述当前的治疗图像进行实时融合,所述融合方法采用平均灰度值法或像素灰度积法。In step 32), when fusing the reference image with the treatment pattern, all or only the part containing the treatment target area in the reference image is selected for real-time fusion with the current treatment image, and the fusion method adopts the average gray level value method or pixel gray level product method.
更进一步优选,步骤31)中,所述空间配准方法具体为:More preferably, in step 31), the spatial registration method is specifically:
将超声探头采集所述当前治疗图像时的空间位置坐标设定为P1(x1,y1,z1),将超声探头采集所述参考图像时的空间位置坐标设定为P2(x2,y2,z2);The spatial position coordinates when the ultrasonic probe collects the current treatment image is set as P1 (x1, y1, z1), and the spatial position coordinates when the ultrasonic probe collects the reference image is set as P2 (x2, y2, z2) ;
假定超声探头在yz平面内移动,则x1=x2,P1点与P2点的坐标差值为dy=y1-y2,dz=z1-z2;Assuming that the ultrasonic probe moves in the yz plane, then x1=x2, the coordinate difference between point P1 and point P2 is dy=y1-y2, dz=z1-z2;
假定当前治疗图像与参考图像中,每个像素的大小均为m×n,则将当前治疗图像与参考图像进行空间配准时,在y方向上使参考图像移动dy/m个像素点,在z方向上使参考图像移动dz/n个像素点,就完成了当前治疗图像与参考图像的空间配准;Assuming that the size of each pixel in the current treatment image and the reference image is m×n, when spatially registering the current treatment image and the reference image, the reference image is moved by dy/m pixels in the y direction, and the z Move the reference image by dz/n pixels in the direction to complete the spatial registration of the current treatment image and the reference image;
步骤32)中,所述融合方法具体包括:选取所述参考图像中仅包含治疗靶区的部分与所述当前的治疗图像进行实时融合时,如果所述参考图像中的某一点超出所述选取的范围,则无需融合,直接输出当前治疗图像中对应点的灰度值作为融合后图像的灰度值。In step 32), the fusion method specifically includes: when selecting a part of the reference image that only includes the treatment target area and performing real-time fusion with the current treatment image, if a certain point in the reference image exceeds the selected range, there is no need for fusion, and the gray value of the corresponding point in the current treatment image is directly output as the gray value of the fused image.
优选的是,所述生理信号配准算法包括信号预处理算法与信号配准算法,所述信号预处理算法是将实时采集并处理过的生理信号进行归一化处理;所述信号配准算法采用动态时间卷积算法。Preferably, the physiological signal registration algorithm includes a signal preprocessing algorithm and a signal registration algorithm, and the signal preprocessing algorithm is to normalize the real-time collected and processed physiological signals; the signal registration algorithm A dynamic temporal convolution algorithm is used.
优选的是,当所述病灶受呼吸的影响较大时,所述一个生理信号周期为一个呼吸信号周期;当所述病灶受心跳的影响较大时,所述一个生理信号周期为一个心跳信号周期;当所述病灶同时受呼吸及心跳的影响,且影响的程度都比较大时,所述一个生理信号周期为一个呼吸信号周期。Preferably, when the lesion is greatly affected by respiration, the one physiological signal cycle is a respiration signal cycle; when the lesion is greatly affected by heartbeat, the one physiological signal cycle is a heartbeat signal Period; when the lesion is affected by respiration and heartbeat at the same time, and the degree of influence is relatively large, the one physiological signal period is one respiration signal period.
一种实时减少图像中伪影的装置,该装置包括:图像配准单元、图像融合单元以及显示单元,A device for reducing artifacts in images in real time, the device comprising: an image registration unit, an image fusion unit, and a display unit,
图像配准单元,用于接收超声探头在参考位置采集的参考图像和在治疗位置采集的治疗图像,并将超声探头采集的参考图像与治疗图像进行配准,并将配准后的参考图像实时输出;The image registration unit is configured to receive the reference image collected by the ultrasound probe at the reference position and the treatment image collected at the treatment position, register the reference image collected by the ultrasound probe with the treatment image, and real-time register the reference image after registration. output;
图像融合单元,用于接收图像配准单元输出的经配准后的参考图像,将所述配准后的参考图像与治疗图像进行实时融合,并将融合后的图像实时输出;An image fusion unit, configured to receive the registered reference image output by the image registration unit, perform real-time fusion of the registered reference image and the treatment image, and output the fused image in real time;
显示单元,用于接收并显示图像融合单元输出的图像。The display unit is used to receive and display the image output by the image fusion unit.
优选的是,该装置中还包括有生理信号采集单元,所述超声探头所采集的参考图像为多幅时间连续的参考图像,该多幅时间连续的参考图像为超声探头采集的多个一致或基本一致的连续生理信号周期的多组图像序列中的任意一组图像序列,该图像序列即为参考图像序列,Preferably, the device further includes a physiological signal acquisition unit, and the reference images collected by the ultrasonic probe are multiple time-continuous reference images, and the multiple time-continuous reference images are multiple consistent or Any set of image sequences among multiple sets of image sequences with basically consistent continuous physiological signal cycles, the image sequence is the reference image sequence,
所述生理信号采集单元用于实时采集患者的生理信号,并用于接收超声探头在参考位置采集的参考图像和在治疗位置采集的当前治疗图像,再将其所采集的患者的生理信号分别引入超声探头在参考位置所采集的参考图像序列以及治疗位置所采集的当前治疗图像中,然后将已引入患者的生理信号的参考图像序列以及当前治疗图像实时输出至图像配准单元,由其将所述已引入患者的生理信号的参考图像序列中的一幅和所述已引入患者的生理信号的当前治疗图像进行配准,然后将完成配准后的参考图像实时输出至图像融合单元。The physiological signal acquisition unit is used to collect the physiological signals of the patient in real time, and is used to receive the reference image collected by the ultrasonic probe at the reference position and the current treatment image collected at the treatment position, and then introduce the collected physiological signals of the patient into the ultrasound In the reference image sequence collected by the probe at the reference position and the current treatment image collected at the treatment position, the reference image sequence of the patient’s physiological signal and the current treatment image are then output to the image registration unit in real time, and the One of the sequence of reference images in which the patient's physiological signal has been introduced is registered with the current treatment image in which the patient's physiological signal has been introduced, and then the registered reference image is output to the image fusion unit in real time.
优选的是,该装置还包括有运动单元和控制单元,Preferably, the device also includes a motion unit and a control unit,
运动单元,用于移动超声探头;A motion unit for moving the ultrasound probe;
控制单元,用于根据外部输入的信息来指令运动单元移动超声探头。The control unit is used for instructing the motion unit to move the ultrasonic probe according to the information input from the outside.
优选的是,所述图像配准单元包括生理信号配准模块与空间配准模块,Preferably, the image registration unit includes a physiological signal registration module and a spatial registration module,
所述控制单元还用于在超声探头处于治疗位置时记录超声探头的空间位置,在超声探头处于参考位置时记录超声探头的空间位置,并将所记录的采集参考图像序列和当前治疗图像时超声探头分别所处的空间位置信号输出至空间配准模块,The control unit is also used to record the spatial position of the ultrasonic probe when the ultrasonic probe is at the treatment position, record the spatial position of the ultrasonic probe when the ultrasonic probe is at the reference position, and record the recorded acquisition reference image sequence and current treatment image The spatial position signals of the probes are output to the spatial registration module,
所述生理信号配准模块用于接收已引入患者的生理信号的参考图像序列以及已引入患者的生理信号的当前治疗图像,并将所述已引入患者的生理信号的当前治疗图像和已引入患者的生理信号的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与所述当前治疗图像的相位相同,再实时输出完成生理信号配准后的参考图像至空间配准模块,The physiological signal registration module is used to receive the reference image sequence of the introduced patient's physiological signal and the current treatment image of the introduced patient's physiological signal, and combine the introduced current treatment image of the patient's physiological signal with the introduced patient's physiological signal Physiological signal registration is performed on a reference image in the reference image sequence of the physiological signal, and the phase of the reference image is the same as that of the current treatment image, and then the reference image after the physiological signal registration is completed is output to the spatial registration module in real time ,
所述空间配准模块用于接收所述生理信号配准模块输出的完成生理信号配准后的参考图像,并依据控制单元传送的超声探头在采集参考图像序列和当前治疗图像时的不同空间位置,将所述完成生理信号配准后的参考图像与当前治疗图像进行空间配准,并将完成空间配准后的参考图像实时输出至图像融合单元;The spatial registration module is used to receive the reference image output by the physiological signal registration module after the physiological signal registration is completed, and according to the different spatial positions of the ultrasonic probe transmitted by the control unit when acquiring the reference image sequence and the current treatment image performing spatial registration on the reference image after the physiological signal registration is completed and the current treatment image, and outputting the reference image after the spatial registration to the image fusion unit in real time;
或者,所述空间配准模块用于接收控制单元传送的超声探头在采集参考图像序列和当前治疗图像时的不同空间位置信号,并据此将当前治疗图像和参考图像序列中的所有图像进行空间配准,再实时输出完成空间配准后的参考图像序列至生理信号配准模块;Alternatively, the spatial registration module is used to receive different spatial position signals of the ultrasonic probe transmitted by the control unit when acquiring the reference image sequence and the current treatment image, and accordingly align the current treatment image and all the images in the reference image sequence in a spatial alignment. Registration, and then real-time output of the reference image sequence after spatial registration is completed to the physiological signal registration module;
所述生理信号配准模块用于接收空间配准模块输出的完成空间配准后的参考图像序列,并将所述已引入患者的生理信号的当前治疗图像和所述已引入患者的生理信号的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与所述当前治疗图像的相位相同,并将配准后的参考图像实时输出至图像融合单元。The physiological signal registration module is used to receive the spatially registered reference image sequence output by the spatial registration module, and combine the current treatment image of the introduced patient's physiological signal and the introduced patient's physiological signal Physiological signal registration is performed on a reference image in the reference image sequence, and the phase of the reference image is the same as that of the current treatment image, and the registered reference image is output to the image fusion unit in real time.
优选的是,所述空间配准模块用于将超声探头采集参考图像时的空间位置与采集当前治疗图像时的空间位置的坐标差值转换为所述参考图像与当前治疗图像的像素差值,根据所述像素差值完成当前治疗图像与参考图像的空间配准;所述图像融合单元用于选取所述配准后的参考图像的全部或仅包含治疗靶区的部分与所述当前的治疗图像进行实时融合。Preferably, the spatial registration module is used to convert the coordinate difference between the spatial position of the ultrasonic probe when acquiring the reference image and the spatial position when acquiring the current treatment image into a pixel difference between the reference image and the current treatment image, The spatial registration of the current treatment image and the reference image is completed according to the pixel difference; the image fusion unit is used to select all of the registered reference image or only the part containing the treatment target area and the current treatment The images are fused in real time.
本发明所述实时减少图像中伪影的方法将治疗图像与参考图像进行配准与融合后输出的图像中伪影明显减少,通过试验表明,采用本发明所述方法可将医生感兴趣的区域(如治疗靶区)的图像中的伪影全部消除,将整体图像中的总体伪影减少70%以上;同时提高了输出图像的边缘清晰度,使得患者治疗靶区的信息在图像上得到了更加准确的反映,从而提高了超声探头对治疗靶区的定位精度,也提高了超声引导的治疗手术的治疗效率和治疗效果,所述实时减少图像中伪影的方法应用于HIFU手术中可降低手术的风险,因而扩大了HIFU治疗系统的应用范围。The method for reducing artifacts in images in real time according to the present invention significantly reduces the artifacts in the output image after the treatment image and the reference image are registered and fused. Experiments show that the method of the present invention can reduce the area of interest to the doctor. All the artifacts in the image (such as the treatment target area) are eliminated, and the overall artifacts in the overall image are reduced by more than 70%. At the same time, the edge definition of the output image is improved, so that the information of the patient's treatment target area is obtained on the image. More accurate reflection, thereby improving the positioning accuracy of the ultrasound probe to the treatment target area, and also improving the treatment efficiency and treatment effect of ultrasound-guided treatment operations. The method for reducing artifacts in images in real time can reduce The risk of surgery, thus expanding the scope of application of the HIFU treatment system.
附图说明 Description of drawings
图1为本发明实施例1中实时减少图像中伪影的方法的流程图;FIG. 1 is a flowchart of a method for reducing artifacts in an image in real time in Embodiment 1 of the present invention;
图2为本发明实施例1中实时减少图像中伪影的装置的结构示意图;FIG. 2 is a schematic structural diagram of a device for reducing artifacts in an image in real time in Embodiment 1 of the present invention;
图3为本发明实施例2中实时减少图像中伪影的方法的流程图。Fig. 3 is a flowchart of a method for reducing artifacts in an image in real time according to Embodiment 2 of the present invention.
具体实施方式 detailed description
为使本领域技术人员更好地理解本发明的技术方案,下面结合附图和具体实施方式对本发明实时减少图像中伪影的方法以及装置作进一步详细描述。In order to enable those skilled in the art to better understand the technical solutions of the present invention, the method and device for reducing artifacts in images in real time according to the present invention will be further described in detail below with reference to the accompanying drawings and specific embodiments.
所述实时减少图像中伪影的方法包括如下步骤:The method for reducing artifacts in an image in real time comprises the steps of:
1)采集参考图像:将超声探头从治疗位置移动至参考位置,并在所述参考位置采集病灶的图像作为参考图像,所述参考位置为能使超声探头采集的图像中与治疗靶区对应的部分伪影较少或者无伪影的某一位置;1) Collect reference images: move the ultrasonic probe from the treatment position to the reference position, and collect images of the lesion at the reference position as the reference image, the reference position is the part corresponding to the treatment target area in the image collected by the ultrasonic probe A certain position with less or no artifacts;
2)采集治疗图像:将超声探头从所述参考位置移回至所述治疗位置,并采集病灶当前的治疗图像;2) Acquiring treatment images: moving the ultrasound probe back from the reference position to the treatment position, and acquiring current treatment images of the lesion;
3)图像的配准与融合:将采集到的治疗图像与所述参考图像进行配准与融合,并输出融合后的图像,此图像即为实际治疗图像。3) Image registration and fusion: the collected treatment images are registered and fused with the reference image, and a fused image is output, which is the actual treatment image.
所述实时减少图像中伪影的装置包括:图像配准单元、图像融合单元以及显示单元,The device for reducing artifacts in images in real time includes: an image registration unit, an image fusion unit, and a display unit,
图像配准单元,用于接收超声探头在参考位置采集的参考图像和在治疗位置采集的治疗图像,并将超声探头采集的参考图像与治疗图像进行配准,并将配准后的参考图像实时输出至图像融合单元;The image registration unit is configured to receive the reference image collected by the ultrasound probe at the reference position and the treatment image collected at the treatment position, register the reference image collected by the ultrasound probe with the treatment image, and real-time register the reference image after registration. Output to the image fusion unit;
图像融合单元,用于接收图像配准单元输出的经配准后的参考图像,将所述配准后的参考图像与治疗图像进行实时融合,并将融合后的图像实时输出至显示单元;An image fusion unit, configured to receive the registered reference image output by the image registration unit, fuse the registered reference image and the treatment image in real time, and output the fused image to the display unit in real time;
显示单元,用于接收并显示图像融合单元输出的图像。The display unit is used to receive and display the image output by the image fusion unit.
实施例1:Example 1:
本实施例中,所述实时减少图像中伪影的方法包括:In this embodiment, the method for reducing artifacts in an image in real time includes:
1)采集参考图像:1) Acquisition of reference images:
将超声探头移动至适合于治疗的位置并采集当前的病灶处的图像,所述治疗位置是指超声探头处于这个位置时,操作者能实时观察到需要治疗区域的超声图像,并且要求治疗头焦点在治疗区域内,同时记录超声探头处于治疗位置时的空间位置,首先判断超声探头在所述治疗位置所采集的病灶处的图像中是否存在较多伪影,如果伪影较多,则根据超声探头采集的图像中皮肤线(人体皮肤表面在超声图像切面上表现为一条曲线,所述曲线即皮肤线)的位置从治疗位置沿接近皮肤的方向移动超声探头,直至所述超声探头移动到与皮肤的距离为0~5cm的位置时,超声探头采集的图像中与治疗靶区对应的部分伪影较少或者无伪影,图像质量较高,此刻停止移动超声探头,并设定此刻超声探头所在的位置为获取参考图像的参考位置,同时记录超声探头处于所述参考图像的位置时的空间位置,在所述参考位置采集病灶处的参考图像。Move the ultrasonic probe to a position suitable for treatment and collect images of the current lesion. The treatment position means that when the ultrasonic probe is at this position, the operator can observe the ultrasonic image of the area to be treated in real time, and requires the treatment head to focus In the treatment area, record the spatial position of the ultrasonic probe at the treatment position at the same time, first judge whether there are many artifacts in the image of the lesion collected by the ultrasonic probe at the treatment position, if there are many artifacts, then according to the ultrasound In the image collected by the probe, the position of the skin line (the surface of the human skin appears as a curve on the section plane of the ultrasound image, and the curve is the skin line) moves the ultrasound probe from the treatment position along the direction close to the skin until the ultrasound probe moves to the position in line with the skin. When the distance between the skin is 0-5cm, the part of the image collected by the ultrasonic probe corresponding to the treatment target area has less or no artifacts, and the image quality is higher. Stop moving the ultrasonic probe at this moment and set the ultrasonic probe to The position is the reference position for acquiring the reference image, and the spatial position of the ultrasound probe at the position of the reference image is recorded at the same time, and the reference image of the lesion is acquired at the reference position.
超声探头在所述治疗位置所采集的病灶处的图像中存在较多伪影是因为:超声探头在治疗位置时距离人体体表有一定的距离,因此超声探头所发出的超声波在超声探头、人体与治疗头之间发生多次反射,使得超声探头接收到多次重复的信号,导致其采集到的图像中存在较多伪影,严重影响图像质量,当超声探头沿接近皮肤的方向移动时,所述超声波反射的范围逐渐减少,其采集到的图像中的伪影也逐渐减少,当超声探头紧贴皮肤时,超声波多次反射的情况得以消除,超声探头采集到的图像中的伪影消失。There are many artifacts in the image of the lesion collected by the ultrasonic probe at the treatment position because: the ultrasonic probe is at the treatment position at a certain distance from the body surface of the human body, so the ultrasonic waves emitted by the ultrasonic probe are transmitted between the ultrasonic probe and the human body. There are multiple reflections with the treatment head, so that the ultrasonic probe receives multiple repeated signals, resulting in more artifacts in the collected images, which seriously affects the image quality. When the ultrasonic probe moves along the direction close to the skin, The scope of the ultrasonic reflection is gradually reduced, and the artifacts in the images collected are also gradually reduced. When the ultrasonic probe is close to the skin, the multiple reflections of the ultrasonic waves are eliminated, and the artifacts in the images collected by the ultrasonic probe disappear. .
当所述超声探头紧贴皮肤时,其在医生感兴趣的区域(如治疗靶区,即患者需要治疗的区域,一般是脏器中病变的、且能够实施安全治疗的部位)采集到的图像中的伪影消失,而在非医生感兴趣的区域可能还存在伪影,但由于这种伪影不影响治疗,可以忽略。采集所述伪影较少或无伪影的图像作为参考图像用于和后续超声探头在治疗位置采集的治疗图像进行配准与融合,可有效减少融合后输出的图像中伪影。When the ultrasonic probe is in close contact with the skin, the images collected by the doctor in the area of interest (such as the treatment target area, that is, the area where the patient needs to be treated, generally the lesion in the organ and where safe treatment can be implemented) Artifacts disappear in , and there may still be artifacts in areas not of interest to doctors, but since such artifacts do not affect treatment, they can be ignored. The images with less or no artifacts are collected as reference images for registration and fusion with subsequent treatment images collected by the ultrasound probe at the treatment position, which can effectively reduce the artifacts in the output image after fusion.
在所述参考位置采集的参考图像为多幅时间连续的参考图像,该多幅时间连续的参考图像构成参考图像序列。具体的,由于治疗时病人的体征可能出现不稳定的现象,如呼吸急促或心跳加快等,导致其在不同时段的生理信号的周期不同,因此需采集多个连续生理信号周期的多组图像序列,且每个生理信号周期对应一组图像序列,并检验在各个生理信号周期采集的各组图像序列是否一致或基本一致,如果一致或基本一致,则任选其中一个生理信号周期的一组图像序列作为参考图像序列;如果不一致或不基本一致,则继续采集下个生理信号周期的图像序列,并将其与上个生理信号周期的图像序列比较,直至采集到的多个连续生理信号周期的多组图像序列一致或基本一致,再选择所述多个连续生理信号周期的多组图像序列中的任意一组作为参考图像序列。The reference images collected at the reference position are multiple temporally continuous reference images, and the multiple temporally continuous reference images constitute a reference image sequence. Specifically, since the patient's signs may be unstable during treatment, such as shortness of breath or rapid heartbeat, etc., resulting in different periods of physiological signals in different periods, it is necessary to collect multiple sets of images of multiple continuous physiological signal cycles sequence, and each physiological signal cycle corresponds to a group of image sequences, and check whether the image sequences of each group of image sequences collected in each physiological signal cycle are consistent or basically consistent, and if they are consistent or basically consistent, select one of the physiological signal cycles The group image sequence is used as the reference image sequence; if it is inconsistent or not basically consistent, continue to collect the image sequence of the next physiological signal cycle, and compare it with the image sequence of the previous physiological signal cycle until multiple consecutive physiological signal cycles are collected. The multiple sets of image sequences of the signal periods are consistent or substantially consistent, and any one of the multiple sets of image sequences of the multiple continuous physiological signal periods is selected as a reference image sequence.
在采集所述参考图像序列的同时,采集患者的生理信号,并将所述生理信号引入参考图像序列中。在所述多个连续生理信号周期中,每个生理信号周期均包含若干个不同的相位,按照采集参考图像序列时其所对应的一个生理信号周期内的若干个不同的相位,将所述参考图像序列中的每幅参考图像分别与其对应的所述生理信号周期中的一个不同的相位相关联即是将生理信号引入参考图像序列。While acquiring the reference image sequence, the physiological signal of the patient is acquired, and the physiological signal is introduced into the reference image sequence. In the plurality of continuous physiological signal cycles, each physiological signal cycle includes several different phases, and according to the several different phases in a corresponding physiological signal cycle when the reference image sequence is acquired, the reference Correlating each reference image in the image sequence with a different phase in the corresponding period of the physiological signal is to introduce the physiological signal into the reference image sequence.
2)采集治疗图像:2) Acquisition of treatment images:
将超声探头从所述参考位置移回至所述治疗位置,并采集病灶当前的治疗图像。在采集当前的治疗图像的同时,采集患者的生理信号,并将所述生理信号引入当前的治疗图像。按照采集治疗图像时其所对应的一个生理信号周期内的一个不同的相位,将所述当前治疗图像与其所对应的所述生理信号周期中的一个不同的相位相关联即是将生理信号引入当前的治疗图像。The ultrasound probe is moved back from the reference position to the treatment position, and a current treatment image of the lesion is collected. While acquiring the current treatment image, the physiological signals of the patient are acquired and introduced into the current treatment image. According to a different phase in a corresponding physiological signal cycle when the therapeutic image is collected, associating the current therapeutic image with a different phase in the corresponding physiological signal cycle is to introduce the physiological signal into the current therapeutic image.
3)图像的配准与融合:3) Image registration and fusion:
将采集到的当前的治疗图像与所述参考图像序列中的参考图像进行配准与融合,并实时输出融合后的图像,此图像即为当前实际治疗图像,然后继续采集下一时刻的治疗图像,将其与参考图像序列中的参考图像进行配准与融合,并实时输出融合后的图像,如此循环,即得到连续输出的实际治疗图像。Register and fuse the collected current treatment image with the reference image in the reference image sequence, and output the fused image in real time, which is the current actual treatment image, and then continue to collect the treatment image at the next moment , register and fuse it with the reference image in the reference image sequence, and output the fused image in real time, so that the continuous output of the actual treatment image can be obtained.
将所述当前治疗图像和参考图像序列中的参考图像进行生理信号配准的原因是:The reason for performing physiological signal registration on the current treatment image and the reference image in the reference image sequence is:
由于患者病灶(治疗靶区内的脏器)会因呼吸或心跳等生理信号因素的影响而产生周期的实时变形,故超声探头在治疗靶区内采集参考图像和当前治疗图像时可能分别处于一个生理信号周期内的不同相位处,使得采集到的参考图像和当前治疗图像之间出现偏差或变形,因而无法将参考图像与当前治疗图像进行实时融合来减少融合后输出的图像中的伪影。Since the patient's lesions (organs in the treatment target area) will undergo periodic real-time deformation due to the influence of physiological signal factors such as breathing or heartbeat, the ultrasound probe may be in a different position when collecting the reference image and the current treatment image in the treatment target area. The different phases in the physiological signal cycle cause deviation or deformation between the collected reference image and the current treatment image, so that the reference image and the current treatment image cannot be fused in real time to reduce artifacts in the fused output image.
为解决上述问题,需将生理信号分别引入参考图像序列与当前治疗图像中,使得当前治疗图像及参考图像序列中的每一幅参考图像均对应一个生理信号周期中的一个相位,通过相位匹配,可有效消除因呼吸或心跳等生理信号因素的影响而造成的参考图像和当前治疗图像之间的偏差或变形。In order to solve the above problems, it is necessary to introduce physiological signals into the reference image sequence and the current treatment image respectively, so that each reference image in the current treatment image and the reference image sequence corresponds to a phase in a physiological signal cycle. Through phase matching, It can effectively eliminate the deviation or deformation between the reference image and the current treatment image caused by physiological signal factors such as breathing or heartbeat.
将所述当前治疗图像和参考图像序列中的参考图像进行空间配准的原因是:The reasons for spatially registering the current treatment image and the reference images in the reference image sequence are:
在采集所述参考图像与当前治疗图像时,超声探头的空间位置不同,使得采集的参考图像与当前治疗图像无法完全对应,存在位置偏差,此时需进行参考图像与当前治疗图像的空间配准,以消除所述位置偏差。When the reference image and the current treatment image are collected, the spatial position of the ultrasonic probe is different, so that the collected reference image cannot completely correspond to the current treatment image, and there is a position deviation. At this time, spatial registration between the reference image and the current treatment image is required. , to eliminate the positional deviation.
具体的,所述当前的治疗图像与参考图像序列中的参考图像进行配准的方法为:Specifically, the method for registering the current treatment image with the reference image in the reference image sequence is as follows:
通过生理信号配准算法将所述已引入生理信号的当前治疗图像和所述已引入生理信号的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与当前治疗图像的相位相同,并实时输出完成生理信号配准后的参考图像,再依据超声探头在采集参考图像序列和当前治疗图像时的不同空间位置,将所述完成生理信号配准后的参考图像与当前治疗图像进行空间配准,并输出完成空间配准后的参考图像;Physiological signal registration is performed on the current treatment image that has introduced physiological signals and a reference image in the sequence of reference images that have introduced physiological signals through a physiological signal registration algorithm, and the phase of the reference image and the current treatment image The same, and output the reference image after the physiological signal registration in real time, and then according to the different spatial positions of the ultrasonic probe when collecting the reference image sequence and the current treatment image, the reference image after the physiological signal registration is completed and the current treatment image Carry out spatial registration, and output the reference image after the spatial registration is completed;
或者,依据超声探头在采集参考图像序列和当前治疗图像时的不同空间位置,将所述已引入生理信号的当前治疗图像和所述已引入生理信号的参考图像序列中的所有参考图像进行空间配准,并输出完成空间配准后的参考图像序列,再通过生理信号配准算法将所述已引入生理信号的当前治疗图像和所述已引入生理信号并完成空间配准后的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与当前治疗图像相位相同的,并输出完成生理信号配准后的参考图像。Or, according to the different spatial positions of the ultrasound probe when acquiring the reference image sequence and the current treatment image, spatially align the current treatment image into which the physiological signal has been introduced and all reference images in the reference image sequence into which the physiological signal has been introduced. and output the reference image sequence after the spatial registration is completed, and then use the physiological signal registration algorithm to integrate the current treatment image that has introduced the physiological signal and the reference image sequence that has introduced the physiological signal and completed the spatial registration. Physiological signal registration is performed on a reference image, and the phase of the reference image is the same as that of the current treatment image, and the reference image after the physiological signal registration is completed is output.
其中,所述生理信号配准算法包括信号预处理算法与信号配准算法,所述信号预处理算法是将实时采集并处理过的生理信号进行归一化处理;所述信号配准算法采用动态时间卷积(DTW)算法。Wherein, the physiological signal registration algorithm includes a signal preprocessing algorithm and a signal registration algorithm, and the signal preprocessing algorithm is to normalize the real-time collected and processed physiological signals; the signal registration algorithm adopts a dynamic Time Convolution (DTW) algorithm.
其中,所述当前治疗图像与参考图像进行空间配准的方法为:Wherein, the method for spatial registration of the current treatment image and the reference image is:
将超声探头采集参考图像时的空间位置与采集当前治疗图像时的空间位置的坐标差值转换为所述参考图像与当前治疗图像的像素差值,根据所述像素差值完成当前治疗图像与参考图像的空间配准。Convert the coordinate difference between the spatial position when the ultrasonic probe collects the reference image and the spatial position when the current treatment image is collected into the pixel difference between the reference image and the current treatment image, and complete the current treatment image and the reference treatment according to the pixel difference. Spatial registration of images.
所述空间配准方法具体为:The spatial registration method is specifically:
将超声探头采集所述当前治疗图像时的空间位置坐标设定为P1(x1,y1,z1),将超声探头采集所述参考图像时的空间位置坐标设定为P2(x2,y2,z2);由于超声探头在采集参考图像以及当前治疗图像时只需在一个平面内移动,假定超声探头在yz平面内移动,则x1=x2,P1点与P2点的坐标差值为dy=y1-y2,dz=z1-z2;假定当前治疗图像与参考图像中,每个像素的大小均为m×n,则将当前治疗图像与参考图像进行空间配准时,在y方向上使参考图像移动dy/m个像素点,在z方向上使参考图像移动dz/n个像素点,就完成了当前治疗图像与参考图像的空间配准。超声探头需在xz、xy平面移动时同理。The spatial position coordinates when the ultrasonic probe collects the current treatment image is set as P1 (x1, y1, z1), and the spatial position coordinates when the ultrasonic probe collects the reference image is set as P2 (x2, y2, z2) ; Since the ultrasonic probe only needs to move in one plane when collecting reference images and current treatment images, assuming that the ultrasonic probe moves in the yz plane, then x1=x2, the coordinate difference between P1 and P2 is dy=y1-y2 , dz=z1-z2; assuming that in the current treatment image and the reference image, the size of each pixel is m×n, then when the current treatment image and the reference image are spatially registered, the reference image is moved in the y direction by dy/ By moving the reference image by dz/n pixels in the z direction by m pixels, the spatial registration between the current treatment image and the reference image is completed. The same applies when the ultrasonic probe needs to move in the xz and xy planes.
然后,将所述完成生理信号配准与空间配准的参考图像与所述当前的治疗图像进行实时融合,并将融合后的图像实时输出。Then, the reference image that has completed the physiological signal registration and spatial registration is fused with the current treatment image in real time, and the fused image is output in real time.
将参考图像与治疗图形进行融合时,选取所述参考图像中的全部或仅包含治疗靶区的部分与所述当前的治疗图像进行实时融合。选取所述参考图像中仅包含治疗靶区的部分与所述当前的治疗图像进行实时融合时,如果所述参考图像中的某一点超出所述选取的范围,则无需融合,直接输出当前治疗图像中对应点的灰度值作为融合后图像的灰度值。When fusing the reference image with the treatment graphic, all or only the part containing the treatment target area in the reference image is selected for real-time fusion with the current treatment image. When selecting the part of the reference image that only includes the treatment target area and the current treatment image for real-time fusion, if a certain point in the reference image exceeds the selected range, no fusion is required, and the current treatment image is directly output The gray value of the corresponding point in is used as the gray value of the fused image.
本实施例中,所述融合方法采用平均灰度值法或像素灰度积法。In this embodiment, the fusion method adopts the average gray value method or the pixel gray value product method.
所述平均灰度值法具体为:The average gray value method is specifically:
假定所述参考图像中的某一像素点P2的灰度值为g2,所述当前治疗图像中与参考图像中P2点对应的像素点P1的灰度值为g1,则融合后图像上与P1、P2点对应的像素点P3的灰度值为g3=(g1+g2)/2。Assuming that the gray value of a certain pixel point P2 in the reference image is g2, and the gray value of the pixel point P1 corresponding to point P2 in the reference image in the current treatment image is g1, then the image after fusion and P1 , The gray value of the pixel point P3 corresponding to the point P2 is g3=(g1+g2)/2.
所述像素灰度积法具体为:The pixel gray level product method is specifically:
假定所述参考图像中的某一像素点P2的灰度值为g2,所述当前治疗图像中与参考图像中P2点对应的像素点P1的灰度值为g1,则融合后图像上与P1、P2点对应的像素点P3的灰度值为g3=sqrt(g1*g2)。Assuming that the gray value of a certain pixel point P2 in the reference image is g2, and the gray value of the pixel point P1 corresponding to point P2 in the reference image in the current treatment image is g1, then the image after fusion and P1 , The gray value of the pixel point P3 corresponding to the point P2 is g3=sqrt(g1*g2).
根据患者病灶受呼吸和/或心跳的影响,当所述病灶受呼吸的影响较大时,所述一个生理信号周期为一个呼吸信号周期。本实施例中,患者病灶受呼吸的影响较大,因而采集若干个连续的呼吸信号周期的若干组图像序列,择其一作为参考图像序列。如图1所示,所述实时减少图像中伪影的方法的具体步骤如下:According to the patient's lesion is affected by respiration and/or heartbeat, when the lesion is greatly affected by respiration, the one physiological signal period is one respiration signal period. In this embodiment, the patient's lesion is greatly affected by respiration, so several image sequences of several consecutive respiration signal periods are collected, and one of them is selected as a reference image sequence. As shown in Figure 1, the specific steps of the method for reducing artifacts in an image in real time are as follows:
s101.移动超声探头至治疗位置并采集当前的病灶处的图像,同时记录此时超声探头的空间位置;s101. Move the ultrasound probe to the treatment position and collect images of the current lesion, and record the spatial position of the ultrasound probe at this time;
s102.判断当前超声探头采集的治疗图像中是否存在较多伪影,如是,执行s103,如否,执行s113;s102. Judging whether there are many artifacts in the treatment image collected by the current ultrasonic probe, if yes, execute s103, if not, execute s113;
s103.检测是否已保存含有该伪影区域并已引入患者呼吸信号的参考图像序列,如是,执行s106,如否,执行s104;s103. Detect whether the reference image sequence containing the artifact area and the patient's breathing signal has been saved, if yes, execute s106, if no, execute s104;
s104.自动检测当前超声探头采集的图像中皮肤线的位置,根据所述皮肤线的位置沿接近皮肤的方向移动超声探头,直至所述超声探头采集到的图像中的伪影较少或无伪影时(即超声探头移动到与皮肤的距离为0~5cm的位置时),停止移动超声探头,并设定此刻超声探头所在的位置为参考位置,同时记录超声探头的空间位置,在所述参考位置采集若干个连续呼吸周期的若干组图像序列,选择其中一个呼吸周期的一组图像序列作为参考图像序列;s104. Automatically detect the position of the skin line in the image currently collected by the ultrasound probe, and move the ultrasound probe in a direction close to the skin according to the position of the skin line until the image collected by the ultrasound probe has fewer or no artifacts When the ultrasound probe moves to the position where the distance between the ultrasound probe and the skin is 0-5cm, stop moving the ultrasound probe, and set the position of the ultrasound probe at this moment as the reference position, and record the spatial position of the ultrasound probe at the same time. Acquiring several groups of image sequences of several consecutive breathing cycles at the reference position, and selecting a group of image sequences of one of the breathing cycles as a reference image sequence;
s105.在采集所述参考图像序列的同时,采集患者的呼吸信号,并将呼吸信号引入参考图像序列,保存所述已引入呼吸信号的参考图像序列;S105. While collecting the reference image sequence, collect the respiratory signal of the patient, introduce the respiratory signal into the reference image sequence, and save the reference image sequence into which the respiratory signal has been introduced;
s106.根据s101记录的空间位置将超声探头从参考位置移动至治疗位置,并采集当前的治疗图像;s106. Move the ultrasound probe from the reference position to the treatment position according to the spatial position recorded in s101, and collect the current treatment image;
s107.在采集当前的治疗图像的同时,采集患者的呼吸信号,并将呼吸信号引入当前的治疗图像;s107. Collecting the patient's breathing signal while collecting the current treatment image, and introducing the breathing signal into the current treatment image;
s108.加载所述已引入呼吸信号的参考图像序列,将所述已引入呼吸信号的当前的治疗图像和所述已引入呼吸信号的参考图像序列中的一幅参考图像进行呼吸信号配准,且该参考图像与所述当前的治疗图像的相位相同,并将完成生理信号配准后的参考图像实时输出;s108. Load the reference image sequence that has introduced the respiratory signal, and perform respiratory signal registration on the current treatment image that has introduced the respiratory signal and a reference image in the reference image sequence that has introduced the respiratory signal, and The phase of the reference image is the same as that of the current treatment image, and the reference image after the physiological signal registration is completed is output in real time;
s109.依据超声探头在采集参考图像和治疗图像时的不同空间位置,将s108实时输出的完成生理信号配准的参考图像和所述当前的治疗图像进行空间配准,并将空间配准后的参考图像实时输出;s109. According to the different spatial positions of the ultrasonic probe when collecting the reference image and the treatment image, perform spatial registration on the reference image that has been output in real time in s108 and complete the physiological signal registration and the current treatment image, and perform spatial registration on the space-registered Real-time output of reference images;
s110.将s109实时输出的已完成生理信号配准及空间配准的参考图像与所述当前的治疗图像进行实时融合,并将所述融合后的图像实时输出;s110. Fusing the reference image of the completed physiological signal registration and spatial registration output in s109 in real time with the current treatment image in real time, and outputting the fused image in real time;
s111.判断下一时刻超声探头采集的治疗图像中伪影是否明显减少,如是,执行s113,如否,执行s112;s111. Determine whether the artifacts in the treatment image collected by the ultrasonic probe are significantly reduced at the next moment, if yes, execute s113, if not, execute s112;
s112.采集所述下一时刻的治疗图像,同时采集患者的呼吸信号,并将呼吸信号引入所述治疗图像,然后执行s108;s112. Collect the treatment image at the next moment, collect the patient's respiratory signal at the same time, and introduce the respiratory signal into the treatment image, and then execute s108;
s113.实时输出超声探头采集的治疗图像。s113. Real-time output of treatment images collected by the ultrasound probe.
本实施例还提供一种实时减少图像中伪影的装置,如图2所示,该装置包括:运动单元、生理信号采集单元、图像配准单元、控制单元、图像融合单元以及显示单元。This embodiment also provides a device for reducing artifacts in images in real time. As shown in FIG. 2 , the device includes: a motion unit, a physiological signal acquisition unit, an image registration unit, a control unit, an image fusion unit, and a display unit.
运动单元,用于移动超声探头。Motion unit for moving the ultrasound probe.
生理信号采集单元,用于实时采集患者的生理信号,并用于接收超声探头在参考位置采集的参考图像和在治疗位置采集的当前治疗图像,再将其所采集的患者的生理信号分别引入超声探头在参考位置所采集的参考图像序列以及治疗位置所采集的当前治疗图像中,然后将已引入患者的生理信号的参考图像序列以及当前治疗图像实时输出至图像配准单元,由其将所述已引入患者的生理信号的参考图像序列中的一幅和所述已引入患者的生理信号的当前治疗图像进行配准。其中,所述超声探头所采集的参考图像为多幅时间连续的参考图像,该多幅时间连续的参考图像为超声探头采集的多个一致或基本一致的连续生理信号周期的多组图像序列中的任意一组图像序列,该图像序列即为参考图像序列。The physiological signal acquisition unit is used to collect the physiological signals of the patient in real time, and is used to receive the reference image collected by the ultrasonic probe at the reference position and the current treatment image collected at the treatment position, and then introduce the collected physiological signals of the patient into the ultrasonic probe In the reference image sequence acquired at the reference position and the current treatment image acquired at the treatment position, then the reference image sequence into which the patient's physiological signal has been introduced and the current treatment image are output to the image registration unit in real time, which One of the sequence of reference images into which the patient's physiological signal is introduced is registered with the current treatment image into which the patient's physiological signal has been introduced. Wherein, the reference image collected by the ultrasonic probe is a plurality of time-continuous reference images, and the multiple time-continuous reference images are a plurality of image sequences of multiple consistent or substantially consistent continuous physiological signal periods collected by the ultrasonic probe Any set of image sequences in , this image sequence is the reference image sequence.
本实施例中,所述生理信号采集单元包括:生理信号传感器、放大器、模数转换器以及单片机。所述生理信号传感器用于实时探测并采集生理信号,然后将其传输至放大器;所述放大器用于对所述采集的生理信号进行放大,然后将其输出至模数转换器;所述模数转换器用于将所述放大后的生理信号转换为数字信号,然后将其输出至单片机;所述单片机用于将所述数字信号传输至计算机。由计算机将所述已转为数字信号的生理信号引入参考图像序列或当前治疗图像。In this embodiment, the physiological signal acquisition unit includes: a physiological signal sensor, an amplifier, an analog-to-digital converter, and a single-chip microcomputer. The physiological signal sensor is used to detect and collect physiological signals in real time, and then transmit them to the amplifier; the amplifier is used to amplify the collected physiological signals, and then output them to the analog-to-digital converter; the analog-to-digital The converter is used to convert the amplified physiological signal into a digital signal, and then output it to the single-chip microcomputer; the single-chip microcomputer is used to transmit the digital signal to the computer. The computer introduces the physiological signal converted into a digital signal into a sequence of reference images or a current treatment image.
所述生理信号采集单元为现有产品,其中,生理信号传感器包括呼吸信号传感器与脉搏信号传感器,两种传感器可以选用任意能稳定检测到所述两种信号的都可以,比如呼吸信号传感器可采用JKY/314959型,脉搏信号传感器可采用DT&SDT型MEAS压电薄膜传感器。The physiological signal acquisition unit is an existing product, wherein the physiological signal sensor includes a respiratory signal sensor and a pulse signal sensor, and the two sensors can be selected from any one that can stably detect the two signals. For example, the respiratory signal sensor can use JKY/314959 type, the pulse signal sensor can use DT&SDT type MEAS piezoelectric film sensor.
图像配准单元,用于接收超声探头在参考位置采集的参考图像和在治疗位置采集的治疗图像,并将超声探头采集的参考图像与治疗图像进行配准,并将配准后的参考图像实时输出至图像融合单元。The image registration unit is configured to receive the reference image collected by the ultrasound probe at the reference position and the treatment image collected at the treatment position, register the reference image collected by the ultrasound probe with the treatment image, and real-time register the reference image after registration. output to the image fusion unit.
其中,所述图像配准单元包括生理信号配准模块与空间配准模块。Wherein, the image registration unit includes a physiological signal registration module and a spatial registration module.
所述生理信号配准模块用于接收已引入患者的生理信号的参考图像序列以及已引入患者的生理信号的当前治疗图像,并将所述已引入患者的生理信号的当前治疗图像和已引入患者的生理信号的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与所述当前治疗图像的相位相同,再实时输出完成生理信号配准后的参考图像至空间配准模块,The physiological signal registration module is used to receive the reference image sequence of the introduced patient's physiological signal and the current treatment image of the introduced patient's physiological signal, and combine the introduced current treatment image of the patient's physiological signal with the introduced patient's physiological signal Physiological signal registration is performed on a reference image in the reference image sequence of the physiological signal, and the phase of the reference image is the same as that of the current treatment image, and then the reference image after the physiological signal registration is completed is output to the spatial registration module in real time ,
所述空间配准模块用于接收所述生理信号配准模块输出的完成生理信号配准后的参考图像,并依据控制单元传送的超声探头在采集参考图像序列和当前治疗图像时的不同空间位置,将所述完成生理信号配准后的参考图像与当前治疗图像进行空间配准,并将完成空间配准后的参考图像实时输出至图像融合单元;The spatial registration module is used to receive the reference image output by the physiological signal registration module after the physiological signal registration is completed, and according to the different spatial positions of the ultrasonic probe transmitted by the control unit when acquiring the reference image sequence and the current treatment image performing spatial registration on the reference image after the physiological signal registration is completed and the current treatment image, and outputting the reference image after the spatial registration to the image fusion unit in real time;
或者,所述空间配准模块用于接收控制单元传送的超声探头在采集参考图像序列和当前治疗图像时的不同空间位置信号,并据此将当前治疗图像和参考图像序列中的所有图像进行空间配准,再实时输出完成空间配准后的参考图像序列至生理信号配准模块;Alternatively, the spatial registration module is used to receive different spatial position signals of the ultrasonic probe transmitted by the control unit when acquiring the reference image sequence and the current treatment image, and accordingly align the current treatment image and all the images in the reference image sequence in a spatial alignment. Registration, and then real-time output of the reference image sequence after spatial registration is completed to the physiological signal registration module;
所述生理信号配准模块用于接收空间配准模块输出的完成空间配准后的参考图像序列,并将所述已引入患者的生理信号的当前治疗图像和所述已引入患者的生理信号的参考图像序列中的一幅参考图像进行生理信号配准,且该参考图像与所述当前治疗图像的相位相同,并将配准后的参考图像实时输出至图像融合单元。The physiological signal registration module is used to receive the spatially registered reference image sequence output by the spatial registration module, and combine the current treatment image of the introduced patient's physiological signal and the introduced patient's physiological signal Physiological signal registration is performed on a reference image in the reference image sequence, and the phase of the reference image is the same as that of the current treatment image, and the registered reference image is output to the image fusion unit in real time.
具体的,所述空间配准模块用于将超声探头采集参考图像时的空间位置与采集当前治疗图像时的空间位置的坐标差值转换为所述参考图像与当前治疗图像的像素差值,根据所述像素差值完成当前治疗图像与参考图像的空间配准;所述图像融合单元用于选取所述配准后的参考图像的全部或仅包含治疗靶区的部分与所述当前的治疗图像进行实时融合。Specifically, the spatial registration module is used to convert the coordinate difference between the spatial position of the ultrasonic probe when acquiring the reference image and the spatial position when acquiring the current treatment image into the pixel difference between the reference image and the current treatment image, according to The pixel difference completes the spatial registration of the current treatment image and the reference image; the image fusion unit is used to select all of the registered reference image or only the part containing the treatment target area and the current treatment image Perform real-time fusion.
控制单元,用于根据外部输入的信息来指令运动单元移动超声探头;还用于在超声探头处于治疗位置时记录超声探头的空间位置,在超声探头处于参考位置时记录超声探头的空间位置,并将所记录的采集参考图像序列和当前治疗图像时超声探头分别所处的空间位置信号输出至空间配准模块。The control unit is used to instruct the motion unit to move the ultrasonic probe according to the information input from the outside; it is also used to record the spatial position of the ultrasonic probe when the ultrasonic probe is in the treatment position, record the spatial position of the ultrasonic probe when the ultrasonic probe is in the reference position, and Outputting the recorded spatial position signals of the ultrasonic probes when acquiring the reference image sequence and the current treatment image to the spatial registration module.
图像融合单元,用于接收图像配准单元输出的经配准后的参考图像,将所述配准后的参考图像与治疗图像进行实时融合,并将融合后的图像实时输出至显示单元。The image fusion unit is configured to receive the registered reference image output by the image registration unit, fuse the registered reference image and the treatment image in real time, and output the fused image to the display unit in real time.
显示单元,用于接收并显示图像融合单元输出的图像。The display unit is used to receive and display the image output by the image fusion unit.
实施例2:Example 2:
根据患者病灶受呼吸和/或心跳的影响,当所述病灶受心跳的影响较大时,所述一个生理信号周期为一个心跳信号周期。本实施例中,患者病灶受心跳的影响较大,由于人体的心跳与脉搏的频率相同,脉搏周期也可等同为心跳周期,因而采集若干个连续的脉搏信号周期的若干组图像序列,择其一作为参考图像序列。如图3所示,所述实时减少图像中伪影的方法的具体步骤如下:According to the patient's lesion being affected by respiration and/or heartbeat, when the lesion is greatly affected by heartbeat, the one physiological signal cycle is one heartbeat signal cycle. In this embodiment, the patient's lesions are greatly affected by the heartbeat. Since the frequency of the human body's heartbeat is the same as the pulse, the pulse cycle can also be equivalent to the heartbeat cycle. Therefore, several groups of image sequences of several continuous pulse signal cycles are collected. One is used as a reference image sequence. As shown in Figure 3, the specific steps of the method for reducing artifacts in an image in real time are as follows:
s201.移动超声探头至治疗位置并采集当前的病灶处的图像,同时记录此时超声探头的空间位置;s201. Move the ultrasound probe to the treatment position and collect images of the current lesion, and record the spatial position of the ultrasound probe at this time;
s202.判断当前超声探头采集的治疗图像中是否存在较多伪影,如是,执行s103,如否,执行s113;s202. Judging whether there are many artifacts in the treatment image collected by the current ultrasonic probe, if yes, execute s103, if not, execute s113;
s203.检测是否已保存含有该伪影区域并已引入患者脉搏信号的参考图像序列,如是,执行s106,如否,执行s104;s203. Detect whether the reference image sequence containing the artifact region and the pulse signal of the patient has been saved, if yes, execute s106, if no, execute s104;
s204.自动检测当前超声探头采集的图像中皮肤线的位置,根据所述皮肤线的位置沿接近皮肤的方向移动超声探头,直至所述超声探头采集到的图像中的伪影较少或无伪影时(即超声探头移动到与皮肤的距离为0~5cm的位置时),停止移动超声探头,并设定此刻超声探头所在的位置为参考位置,同时记录超声探头的空间位置,在所述参考位置采集若干个连续脉搏周期的若干组图像序列,选择其中一个脉搏周期的一组图像序列作为参考图像序列;s204. Automatically detect the position of the skin line in the image currently collected by the ultrasound probe, and move the ultrasound probe in a direction close to the skin according to the position of the skin line until the image collected by the ultrasound probe has fewer or no artifacts When the ultrasound probe moves to the position where the distance between the ultrasound probe and the skin is 0-5cm, stop moving the ultrasound probe, and set the position of the ultrasound probe at this moment as the reference position, and record the spatial position of the ultrasound probe at the same time. Acquisition of several groups of image sequences of several consecutive pulse cycles at the reference position, and selecting a group of image sequences of one of the pulse cycles as a reference image sequence;
s205.在采集所述参考图像序列的同时,采集患者的脉搏信号,并将脉搏信号引入参考图像序列,保持所述已引入脉搏信号的参考图像序列;s205. While acquiring the reference image sequence, acquire the pulse signal of the patient, and introduce the pulse signal into the reference image sequence, and keep the reference image sequence into which the pulse signal has been introduced;
s206.根据s101记录的空间位置将超声探头从参考位置移动至治疗位置,并采集当前的治疗图像;s206. Move the ultrasound probe from the reference position to the treatment position according to the spatial position recorded in s101, and collect the current treatment image;
s207.在采集当前治疗图像的同时,采集患者的脉搏信号,并将脉搏信号引入当前的治疗图像;s207. Collecting the pulse signal of the patient while collecting the current treatment image, and introducing the pulse signal into the current treatment image;
s208.加载所述已引入呼吸信号的参考图像序列,依据超声探头在采集参考图像和治疗图像时的不同空间位置,将所述已引入脉搏信号的当前治疗图像与所述参考图像序列中的所有图像进行空间配准,并将完成空间配准后的参考图像序列实时输出;s208. Load the reference image sequence that has introduced the respiratory signal, and combine the current treatment image that has introduced the pulse signal with all the reference image sequences in the reference image sequence according to the different spatial positions of the ultrasonic probe when acquiring the reference image and the treatment image. The image is spatially registered, and the reference image sequence after spatial registration is output in real time;
s209.将所述已引入脉搏信号的当前治疗图像和s108实时输出的参考图像序列中的一幅参考图像进行脉搏信号配准,且该参考图像与所述当前的治疗图像的相位相同,并将完成生理信号配准后的参考图像实时输出;s209. Perform pulse signal registration on the current treatment image into which the pulse signal has been introduced and a reference image in the reference image sequence output in real time in s108, and the phase of the reference image is the same as that of the current treatment image, and Real-time output of reference images after physiological signal registration;
s210.将s109实时输出的已完成生理信号配准及空间配准的参考图像与所述当前的治疗图像进行实时融合,并将所述融合后的图像实时输出;s210. Fusing the reference image of the completed physiological signal registration and spatial registration output in s109 in real time with the current treatment image in real time, and outputting the fused image in real time;
s211.判断下一时刻超声探头采集的治疗图像中伪影是否明显减少,如是,执行s113,如否,执行s112;s211. Judging whether the artifacts in the treatment image collected by the ultrasonic probe are significantly reduced at the next moment, if yes, execute s113, if not, execute s112;
s212.采集所述下一时刻的治疗图像,同时采集患者的脉搏信号,并将脉搏信号引入治疗图像,然后执行s109;s212. collect the treatment image at the next moment, and collect the pulse signal of the patient at the same time, and introduce the pulse signal into the treatment image, and then execute s109;
s213.实时输出超声探头采集的治疗图像。s213. Real-time output of treatment images collected by the ultrasound probe.
本实施例所提出的实时减少图像中伪影的装置与实施例1相同,这里不再赘述。The apparatus for reducing artifacts in an image in real time proposed in this embodiment is the same as that in Embodiment 1, and will not be repeated here.
实施例3:Example 3:
根据患者病灶受呼吸和/或心跳的影响,当所述病灶同时受呼吸及心跳的影响,且影响的程度都比较大时,所述一个生理信号周期采用呼吸信号周期与心跳信号周期之中时间较长的周期。本实施例中,患者病灶同时受呼吸及心跳的影响,且影响的程度都比较大,由于一个呼吸信号周期的时间比一个心跳信号周期的时间长,因此采用一个呼吸信号周期作为一个生理信号周期,即采集若干个连续的呼吸信号周期的若干组图像序列,择其一作为参考图像序列。According to the influence of respiration and/or heartbeat on the focus of the patient, when the focus is affected by respiration and heartbeat at the same time, and the degree of influence is relatively large, the time between the respiration signal period and the heartbeat signal period is used for the one physiological signal period. longer period. In this embodiment, the patient's lesions are affected by breathing and heartbeat at the same time, and the degree of influence is relatively large. Since the time of a breathing signal cycle is longer than that of a heartbeat signal cycle, a breathing signal cycle is used as a physiological signal cycle. , that is, to collect several groups of image sequences of several consecutive respiratory signal periods, and select one of them as a reference image sequence.
本实施例所提出的实时减少图像中伪影的方法及实时减少图像中伪影的装置都与实施例1相同,这里不再赘述。The method for reducing artifacts in images in real time and the device for reducing artifacts in images in real time proposed in this embodiment are the same as those in Embodiment 1, and will not be repeated here.
可以理解的是,以上实施方式仅仅是为了说明本发明的原理而采用的示例性实施方式,然而本发明并不局限于此。对于本领域内的普通技术人员而言,在不脱离本发明的精神和实质的情况下,可以做出各种变型和改进,这些变型和改进也视为本发明的保护范围。It can be understood that, the above embodiments are only exemplary embodiments adopted for illustrating the principle of the present invention, but the present invention is not limited thereto. For those skilled in the art, various modifications and improvements can be made without departing from the spirit and essence of the present invention, and these modifications and improvements are also regarded as the protection scope of the present invention.
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