CN115890473A - Polishing equipment and polishing pad detection method - Google Patents
Polishing equipment and polishing pad detection method Download PDFInfo
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Abstract
Description
5技术领域5 technical fields
本发明实施例涉及抛光技术领域,特别涉及一种抛光设备及抛光垫检测方法。Embodiments of the present invention relate to the technical field of polishing, and in particular, to a polishing device and a polishing pad detection method.
背景技术Background technique
在抛光过程中,随着化学机械抛光过程不断进行,抛光垫表面产生残余物质,表面微孔的体积缩小,数量减小,粗燥度降低,表面发生分子重组的现象,形成一定厚度的釉化层,也即抛光垫的表面发生釉化,导致抛光效率与抛光品质降低,造成平坦度异常波动以及划伤缺陷。During the polishing process, as the chemical mechanical polishing process continues, residual substances are produced on the surface of the polishing pad, the volume and number of micropores on the surface are reduced, the roughness is reduced, and molecular recombination occurs on the surface, forming a certain thickness of glaze. The layer, that is, the surface of the polishing pad, is glazed, resulting in a decrease in polishing efficiency and polishing quality, resulting in abnormal fluctuations in flatness and scratch defects.
现有针对抛光垫的表面发生釉化的检测方式主要依靠人工检测,即关闭抛5光设备后,由工人使用观测设备对抛光垫进行观察,判断是否存在釉化现象;Existing detection methods for glazing on the surface of polishing pads mainly rely on manual detection, that is, after the polishing equipment is turned off, workers use observation equipment to observe the polishing pad to determine whether there is glazing;
现有人工检测方式存在如下缺陷:(1)人工检测只能够定期进行,不仅消耗人力,还很难及时发现抛光垫的表面发生釉化,导致在抛光垫已经釉化时生产的产品无法达到质量合格要求(2)人工检测需要关停抛光设备,即需要在停产状态下进行,会降低产能。The existing manual detection methods have the following defects: (1) Manual detection can only be carried out regularly, which not only consumes manpower, but also makes it difficult to find that the surface of the polishing pad is glazed in time, resulting in products that cannot be produced when the polishing pad has been glazed. Qualification requirements (2) Manual inspection requires the shutdown of polishing equipment, that is, it needs to be carried out in a state of shutdown, which will reduce production capacity.
发明内容Contents of the invention
本发明实施例提供一种清洗系统及方法,解决现有对于抛光垫釉化检测的方法,存在浪费人力物力的缺点的问题。Embodiments of the present invention provide a cleaning system and method to solve the problem of wasting manpower and material resources in existing methods for detecting polishing pad glazing.
依据本发明实施例的第一方面,提供一种抛光设备,包括:5抛光垫;According to the first aspect of the embodiments of the present invention, a polishing device is provided, including: 5 polishing pads;
承载盘,所述抛光垫设置在所述承载盘上;a carrying plate, the polishing pad is arranged on the carrying plate;
图像获取装置,用于在所述抛光设备运行过程中获取所述抛光垫的表面图像。The image acquisition device is used to acquire the surface image of the polishing pad during the operation of the polishing equipment.
可选地,所述抛光设备还包括:用于清洗抛光垫的清洗装置;Optionally, the polishing equipment further includes: a cleaning device for cleaning the polishing pad;
所述图像获取装置安装在所述清洗装置上;The image acquisition device is installed on the cleaning device;
其中,所述图像获取装置在所述清洗装置移动清洗所述抛光垫时,同步获取所述抛光垫的表面图像。Wherein, the image acquisition device acquires the surface image of the polishing pad synchronously when the cleaning device moves to clean the polishing pad.
可选地,所述抛光垫包括:第一抛光垫和第二抛光垫,所述承载盘包括:第一承载盘和第二承载盘,所述图像获取装置包括:第一图像获取装置和第二图像获取装置;Optionally, the polishing pad includes: a first polishing pad and a second polishing pad, the carrier plate includes: a first carrier plate and a second carrier plate, and the image acquisition device includes: a first image acquisition device and a second image acquisition device Two image acquisition devices;
所述第一抛光垫设置在所述第一承载盘上,所述第二抛光垫设置在所述第二承载盘上,所述第一抛光垫与所述第二抛光垫相对;The first polishing pad is arranged on the first carrier plate, the second polishing pad is arranged on the second carrier plate, and the first polishing pad is opposite to the second polishing pad;
所述清洗装置位于所述第一抛光垫与所述第二抛光垫之间;The cleaning device is located between the first polishing pad and the second polishing pad;
所述第一图像获取装置设置在所述清洗装置靠近所述第一抛光垫的一侧,用于在所述清洗装置移动清洗所述第一抛光垫时,同步获取所述第一抛光垫的表面图像;The first image acquisition device is arranged on a side of the cleaning device close to the first polishing pad, and is used to simultaneously acquire images of the first polishing pad when the cleaning device moves to clean the first polishing pad. surface image;
所述第二图像获取装置设置在所述清洗装置靠近所述第二抛光垫的一侧,用于在所述清洗装置移动清洗所述第二抛光垫时,同步获取所述第二抛光垫的表面图像。The second image acquisition device is arranged on a side of the cleaning device close to the second polishing pad, and is used to simultaneously acquire images of the second polishing pad when the cleaning device moves to clean the second polishing pad. surface image.
可选地,所述第一图像获取装置和所述第二图像获取均为具有显微镜镜头的拍照设备;Optionally, both the first image acquisition device and the second image acquisition are camera equipment with a microscope lens;
所述第一图像获取装置的显微镜镜头垂直朝向所述第一抛光垫;The microscope lens of the first image acquisition device is vertically facing the first polishing pad;
所述第二图像获取装置的显微镜镜头垂直朝向所述第二抛光垫。The microscope lens of the second image acquisition device is perpendicular to the second polishing pad.
依据本发明实施例的第二方面,提供一种抛光垫检测方法,应用于如第一方面所述的抛光设备,所述方法包括:According to the second aspect of the embodiments of the present invention, a polishing pad detection method is provided, which is applied to the polishing equipment as described in the first aspect, and the method includes:
开启抛光设备;Turn on the polishing equipment;
在所述抛光设备运行的过程中,控制图像获取装置获取抛光垫的表面图像;During the operation of the polishing equipment, controlling the image acquisition device to acquire the surface image of the polishing pad;
根据所述表面图像,判断所述抛光垫的表面是否发生釉化。According to the surface image, it is judged whether the surface of the polishing pad is glazed.
可选地,所述在所述抛光设备运行的过程中,控制图像获取装置获取抛光垫的表面图像,包括:Optionally, during the operation of the polishing equipment, controlling the image acquisition device to acquire the surface image of the polishing pad includes:
在清洗装置移动清洗所述抛光垫的过程中,控制所述图像获取装置对所述抛光垫的多个位置进行图像获取,得到多个表面图像;During the process of cleaning the polishing pad by the cleaning device, controlling the image acquisition device to acquire images of multiple positions of the polishing pad to obtain multiple surface images;
其中,所述多个位置与所述清洗装置的清洗移动路径相对应。Wherein, the plurality of positions correspond to the cleaning movement path of the cleaning device.
可选地,所述在清洗装置移动清洗所述抛光垫的过程中,控制所述图像获取装置对所述抛光垫的多个位置进行图像获取,得到多个表面图像,包括:Optionally, during the process of cleaning the polishing pad by the cleaning device, controlling the image acquisition device to acquire images of multiple positions of the polishing pad to obtain multiple surface images, including:
在清洗装置移动清洗第一承载盘上的第一抛光垫的过程中,控制第一图像获取装置对所述第一抛光垫的多个位置进行图像获取,得到第一组表面图像;During the process of the cleaning device moving and cleaning the first polishing pad on the first carrier plate, controlling the first image acquisition device to acquire images of multiple positions of the first polishing pad to obtain a first group of surface images;
在清洗装置移动清洗第二承载盘上的第二抛光垫的过程中,控制第二图像获取装置对所述第二抛光垫的多个位置进行图像获取,得到第二组表面图像。When the cleaning device moves to clean the second polishing pad on the second carrier plate, the second image acquisition device is controlled to acquire images of multiple positions of the second polishing pad to obtain a second group of surface images.
可选地,所述根据所述表面图像,判断所述抛光垫的表面是否发生釉化,包括:Optionally, the determining whether the surface of the polishing pad is glazed according to the surface image includes:
将所述表面图像与预存的样本图像进行对比;comparing the surface image with a pre-stored sample image;
根据对比结果,判断所述抛光垫的表面是否发生釉化;According to the comparison result, it is judged whether the surface of the polishing pad is glazed;
其中,所述预存的样本图像为预存的未发生釉化的抛光垫的表面图像。Wherein, the pre-stored sample image is a pre-stored surface image of the polishing pad without glazing.
可选地,所述将所述表面图像与预存的样本图像进行对比,包括:Optionally, the comparing the surface image with a pre-stored sample image includes:
计算所述表面图像与预存的样本图像之间的匹配度;calculating the matching degree between the surface image and the pre-stored sample image;
在所述匹配度大于或等于预设门限值的情况下,确定所述抛光垫的表面未发生釉化;When the matching degree is greater than or equal to a preset threshold value, it is determined that no glazing occurs on the surface of the polishing pad;
在所述匹配度小于预设门限值的情况下,确定所述抛光垫的表面发生釉化。If the matching degree is less than the preset threshold value, it is determined that the surface of the polishing pad is glazed.
本发明实施例中,在抛光设备上加装图像获取装置,在抛光设备运行过程中获取抛光垫的表面图像,一方面可以通过该图像获取装置实现自动获取抛光垫的表面图像,基于表面图像判断抛光垫的表面是否发生釉化,相比现有方式节省人力,且自动检测能够保证实时监控抛光垫的表面状况,能够及时发现表面是否发生釉化,实现对抛光垫的有效维护;另一方面,自动检测与生产同步进行,不需要中断生产,能够有效保护产能。In the embodiment of the present invention, an image acquisition device is installed on the polishing equipment, and the surface image of the polishing pad is acquired during the operation of the polishing equipment. On the one hand, the image acquisition device can be used to automatically acquire the surface image of the polishing pad. Whether the surface of the polishing pad is glazed, saves manpower compared with the existing method, and the automatic detection can ensure real-time monitoring of the surface condition of the polishing pad, and can find out whether the surface is glazed in time to achieve effective maintenance of the polishing pad; on the other hand , automatic detection and production are carried out simultaneously, without interrupting production, and can effectively protect production capacity.
附图说明Description of drawings
为了更清楚地说明本发明实施例的技术方案,下面将对本发明实施例描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following will briefly introduce the accompanying drawings that need to be used in the description of the embodiments of the present invention. Obviously, the accompanying drawings in the following description are only some embodiments of the present invention. For those skilled in the art, other drawings can also be obtained based on these drawings without creative effort.
图1为本发明实施例提供的抛光设备的结构示意图;FIG. 1 is a schematic structural view of a polishing device provided by an embodiment of the present invention;
图2为本发明实施例提供的应用场景示意图。FIG. 2 is a schematic diagram of an application scenario provided by an embodiment of the present invention.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
参见图1,本申请实施例提供一种抛光设备,包括:Referring to Figure 1, an embodiment of the present application provides a polishing device, including:
抛光垫1;抛光垫主要用于对硅片进行抛光处理;
承载盘2,抛光垫1设置在承载盘2上;承载盘的作用主要是承载抛光垫;The carrying
图像获取装置3,用于在抛光设备运行过程中获取抛光垫1的表面图像。The
本发明实施例中,在抛光设备上加装图像获取装置,在抛光设备运行过程中获取抛光垫的表面图像,一方面可以通过该图像获取装置实现自动获取抛光垫的表面图像,基于表面图像判断抛光垫的表面是否发生釉化,相比现有方式节省人力,且自动检测能够保证实时监控抛光垫的表面状况,能够及时发现表面是否发生釉化,实现对抛光垫的有效维护;另一方面,自动检测与生产同步进行,不需要中断生产,能够有效保护产能。In the embodiment of the present invention, an image acquisition device is installed on the polishing equipment, and the surface image of the polishing pad is acquired during the operation of the polishing equipment. On the one hand, the image acquisition device can be used to automatically acquire the surface image of the polishing pad. Whether the surface of the polishing pad is glazed, saves manpower compared with the existing method, and the automatic detection can ensure real-time monitoring of the surface condition of the polishing pad, and can find out whether the surface is glazed in time to achieve effective maintenance of the polishing pad; on the other hand , automatic detection and production are carried out simultaneously, without interrupting production, and can effectively protect production capacity.
继续参见图1,在一种可能的实施方式中,抛光设备还包括:用于清洗抛光垫1的清洗装置4;Continuing to refer to FIG. 1, in a possible implementation manner, the polishing equipment further includes: a
图像获取装置3安装在清洗装置4上;The
如图2所示,图像获取装置3在清洗装置4移动清洗抛光垫1时,同步获取抛光垫1的表面图像。As shown in FIG. 2 , the
在本申请实施例中,将图像获取装置安装在抛光设备的清洗装置,在抛光设备运行过程中,具体是在清洗装置执行对抛光垫的清洗处理的过程中,图像获取装置同步获取抛光垫的表面图像,这样设计的好处有:(1)清洗装置执行清洗处理是抛光设备工作运行中的一道工序,将图像获取装置安装在清洗装置上同步获取抛光垫的表面图像,实现对抛光垫表面状况的实时监控,这样如果抛光垫表面出现釉化现象的时候,能够及时被图像获取装置获取到相应的图像,基于该图像能够让生产人员及时获知该情况,并及时对抛光垫进行修整,避免因未及时发现抛光垫表面出现釉化影响生产质量,防止抛光出的硅片不符合工艺要求,确保产品合格率(2)考虑到清洗装置在对抛光垫进行清洗的过程中是采用移动清洗的方式,其移动路径能够基本上途径抛光垫表面的大部分区域,因此将图像获取装置安装在清洗装置,随清洗装置移动路径即可实现获取抛光垫表面的大部分区域的表面图像,提高通过对抛光垫表面的大部分区域进行图像获取,准确监控整体抛光垫表面的是否发生釉化。In the embodiment of the present application, the image acquisition device is installed in the cleaning device of the polishing equipment. During the operation of the polishing equipment, especially in the process of cleaning the polishing pad by the cleaning device, the image acquisition device synchronously acquires the polishing pad. Surface image, the benefits of this design are: (1) The cleaning device is a process in the operation of the polishing equipment. The image acquisition device is installed on the cleaning device to obtain the surface image of the polishing pad synchronously, so as to realize the surface condition of the polishing pad. Real-time monitoring, so that if there is glazing on the surface of the polishing pad, the corresponding image can be captured by the image acquisition device in time. Based on the image, the production personnel can be informed of the situation in time, and the polishing pad can be repaired in time to avoid accidental damage. Glazing on the surface of the polishing pad was not found in time to affect the production quality, prevent the polished silicon wafer from not meeting the process requirements, and ensure the product qualification rate (2) Considering that the cleaning device uses mobile cleaning during the cleaning process of the polishing pad , its moving path can basically pass most of the area on the surface of the polishing pad, so the image acquisition device is installed on the cleaning device, and the surface image of most of the area on the surface of the polishing pad can be obtained along with the moving path of the cleaning device. Most areas of the pad surface are imaged to accurately monitor whether glazing has occurred on the overall polishing pad surface.
继续参见图1,在一种可能的实施方式中,抛光垫1包括:第一抛光垫11和第二抛光垫12,承载盘2包括:第一承载盘21和第二承载盘22,图像获取装置3包括:第一图像获取装置31和第二图像获取装置32;Continue referring to FIG. 1 , in a possible implementation manner, the
考虑到硅片抛光一般采用双面抛光,因此具体地,抛光垫分为第一抛光垫和第二抛光垫,分别对硅片上下两个面进行抛光,相应地,也会设置两个用于承载抛光垫的承载盘,即第一承载盘和第二承载盘,相应地,对两个抛光垫的表面是否发生釉化都需要做实时监控,因此也需要设置两个图像获取装置,即第一图像获取装置和第二图像获取装置。Considering that silicon wafer polishing generally adopts double-sided polishing, so specifically, the polishing pad is divided into a first polishing pad and a second polishing pad, which respectively polish the upper and lower sides of the silicon wafer. Correspondingly, two polishing pads for The carrier plates carrying the polishing pads, i.e. the first carrier plate and the second carrier plate, need to monitor in real time whether the surfaces of the two polishing pads are glazed or not, so two image acquisition devices also need to be set, namely the second An image acquisition device and a second image acquisition device.
第一抛光垫11设置在第一承载盘21上,第二抛光垫12设置在第二承载盘22上,第一抛光垫11与第二抛光垫12相对;将两个抛光垫相对设置以实现对硅片上下两个面进行抛光。The first polishing pad 11 is arranged on the
清洗装置4位于第一抛光垫11与第二抛光垫12之间;这样清洗装置能够对上下两个抛光垫进行清洗。The
第一图像获取装置31设置在清洗装置4靠近第一抛光垫11的一侧,用于在清洗装置4移动清洗第一抛光垫11时,同步获取第一抛光垫11的表面图像;The first
第二图像获取装置32设置在清洗装置4靠近第二抛光垫12的一侧,用于在清洗装置4移动清洗第二抛光垫12时,同步获取第二抛光垫12的表面图像。The second
对应第一抛光垫与第二抛光垫的设置位置,分别在清洗装置的上下两侧设置两个图像获取装置,分别获取第一抛光垫与第二抛光垫的表面图像。Corresponding to the installation positions of the first polishing pad and the second polishing pad, two image acquisition devices are respectively arranged on the upper and lower sides of the cleaning device to respectively acquire surface images of the first polishing pad and the second polishing pad.
在一种可能的实施方式中,第一图像获取装置和第二图像获取均为具有显微镜镜头的拍照设备;In a possible implementation manner, both the first image acquisition device and the second image acquisition device are photographing equipment with a microscope lens;
第一图像获取装置的显微镜镜头垂直朝向第一抛光垫;The microscope lens of the first image acquisition device is vertically facing the first polishing pad;
第二图像获取装置的显微镜镜头垂直朝向第二抛光垫。The microscope lens of the second image acquisition device is vertically facing the second polishing pad.
在本申请实施例中,图像获取装置具体采用具有显微镜镜头的拍照设备,这是考虑到釉化现象是一种微观现象,其主要体现在抛光垫表面的分子重组,因此需要图像获取装置能够实现微观层面的图像获取,故需要采用具有显微镜镜头的拍照设备。In the embodiment of the present application, the image acquisition device specifically adopts a photographing device with a microscope lens. This is because the phenomenon of glazing is a microscopic phenomenon, which is mainly reflected in the molecular recombination on the surface of the polishing pad, so the image acquisition device is required to be able to realize To obtain images at the microscopic level, it is necessary to use a camera with a microscope lens.
本申请实施例中,提供一种抛光垫检测方法,应用于如图1所示的抛光设备,方法包括:In the embodiment of the present application, a polishing pad detection method is provided, which is applied to the polishing equipment shown in Figure 1, and the method includes:
(1)开启抛光设备;(1) Turn on the polishing equipment;
(2)在抛光设备运行的过程中,控制图像获取装置获取抛光垫的表面图像;(2) During the operation of the polishing equipment, control the image acquisition device to acquire the surface image of the polishing pad;
(3)根据表面图像,判断抛光垫的表面是否发生釉化。(3) According to the surface image, it is judged whether the surface of the polishing pad is glazed.
上述表面图像用于判断抛光垫的表面是否发生釉化,由于抛光垫的表面釉化体现为表面微观变化,因此可以基于抛光垫的表面图像确定出是否有釉化现象发生。这样基于在生产过程中实时获取到的抛光垫的表面图像,能够及时发现抛光垫的表面发生釉化,从而让生产人员能够及时对抛光垫进行修整处理,避免其生产出不合格的产品。The surface image above is used to determine whether glazing occurs on the surface of the polishing pad. Since the surface glazing of the polishing pad is reflected in surface microscopic changes, it can be determined based on the surface image of the polishing pad whether there is glazing phenomenon. In this way, based on the surface image of the polishing pad obtained in real time during the production process, it is possible to detect the glazing on the surface of the polishing pad in time, so that the production personnel can repair the polishing pad in time to avoid producing unqualified products.
在一种可能的实施方式中,在抛光设备运行的过程中,控制图像获取装置获取抛光垫的表面图像,包括:In a possible implementation manner, during the operation of the polishing equipment, controlling the image acquisition device to acquire the surface image of the polishing pad includes:
在清洗装置移动清洗抛光垫的过程中,控制图像获取装置对抛光垫的多个位置进行图像获取,得到多个表面图像;In the process of cleaning the polishing pad by the cleaning device, controlling the image acquisition device to acquire images of multiple positions of the polishing pad to obtain multiple surface images;
其中,多个位置与所述清洗装置的清洗移动路径相对应。Wherein, a plurality of positions correspond to the cleaning moving path of the cleaning device.
在本申请实施例中,图像获取装置随清洗装置一起移动,并在移动过程中对抛光垫的多个位置进行图像获取,得到多个表面图像,通过抛光垫的多个位置的表面图像,实现对抛光垫表面整体是否发生釉化进行评估。In the embodiment of the present application, the image acquisition device moves together with the cleaning device, and acquires images of multiple positions of the polishing pad during the movement process to obtain multiple surface images. Through the surface images of multiple positions of the polishing pad, the Evaluate the overall polishing pad surface for glazing.
在一种可能的实施方式中,在清洗装置移动清洗抛光垫的过程中,控制图像获取装置对抛光垫的多个位置进行图像获取,得到多个表面图像,包括:In a possible implementation manner, during the process of cleaning the polishing pad by the cleaning device, the image acquisition device is controlled to acquire images of multiple positions of the polishing pad to obtain multiple surface images, including:
(1)在清洗装置移动清洗第一承载盘上的第一抛光垫的过程中,控制第一图像获取装置对第一抛光垫的多个位置进行图像获取,得到第一组表面图像;(1) During the process of the cleaning device moving and cleaning the first polishing pad on the first carrier plate, the first image acquisition device is controlled to perform image acquisition on multiple positions of the first polishing pad to obtain a first group of surface images;
(2)在清洗装置移动清洗第二承载盘上的第二抛光垫的过程中,控制第二图像获取装置对第二抛光垫的多个位置进行图像获取,得到第二组表面图像。(2) During the process of the cleaning device moving to clean the second polishing pad on the second carrier plate, the second image acquisition device is controlled to acquire images of multiple positions of the second polishing pad to obtain a second group of surface images.
在本申请实施例中,针对表面图像的具体获取,通过两个图像获取装置分别对上下两个抛光垫进行图像获取,并得到两组表面图像,进而实现实时监测上下两个抛光垫表面是否发生釉化;可以理解的是,上述(1)和(2)的步骤可以是同时进行,即针对的是清洗装置同时清洗两个抛光垫的情况,或者上述(1)和(2)的步骤可以分别进行,即针对的是清洗装置分别清洗两个抛光垫的情况,本申请实施例对此不做具体限定。In the embodiment of the present application, for the specific acquisition of surface images, two image acquisition devices are used to acquire images of the upper and lower polishing pads respectively, and two sets of surface images are obtained, so as to realize real-time monitoring of whether the surface of the upper and lower polishing pads has Glazing; It can be appreciated that the above-mentioned (1) and (2) steps can be carried out simultaneously, that is, for the situation that the cleaning device cleans two polishing pads at the same time, or the above-mentioned (1) and (2) steps can be Performing them separately refers to the case where the cleaning device cleans the two polishing pads separately, which is not specifically limited in this embodiment of the present application.
在一种可能的实施方式中,根据表面图像,判断抛光垫的表面是否发生釉化,包括:In a possible implementation manner, according to the surface image, judging whether the surface of the polishing pad is glazed includes:
(1)将表面图像与预存的样本图像进行对比;(1) Compare the surface image with the pre-stored sample image;
(2)根据对比结果,判断抛光垫的表面是否发生釉化;(2) According to the comparison result, it is judged whether the surface of the polishing pad is glazed;
其中,预存的样本图像为预存的未发生釉化的抛光垫的表面图像。Wherein, the pre-stored sample image is a pre-stored surface image of the polishing pad without glazing.
在本申请实施例中,针对抛光垫的表面是否发生釉化的具体判断方式为:将获取到的抛光垫表面图像与预存的样本图像进行对比,样本图像为未发生釉化的抛光垫的表面图像,样本图像可以通过对质量完好的抛光垫表面拍照获得。In the embodiment of the present application, the specific method for judging whether glazing occurs on the surface of the polishing pad is: comparing the acquired surface image of the polishing pad with the pre-stored sample image, and the sample image is the surface of the polishing pad without glazing Image, sample image can be obtained by photographing the polishing pad surface with good quality.
如果表面图像与样本图像对比结果一致或者比较接近,则可以认为抛光垫的表面未发生釉化,如果表面图像与样本图像对比结果存在一定差异,则可以认为抛光垫的表面发生釉化。If the comparison result of the surface image and the sample image is consistent or relatively close, it can be considered that the surface of the polishing pad is not glazed. If there is a certain difference in the comparison result between the surface image and the sample image, it can be considered that the surface of the polishing pad is glazed.
上述对比过程可以通过人工比对进行,即图像获取装置可以将获取到的抛光垫表面图像输出到生产工人的操作屏幕上,由生产工人对比表面图像与样本图像;或者,上述对比过程可以通过软件自动执行,例如通过图像分析软件将表面图像与样本图像进行比较,并输出一个比较结果,以指示抛光垫的表面是否发生釉化。The above-mentioned comparison process can be carried out by manual comparison, that is, the image acquisition device can output the acquired surface image of the polishing pad to the operation screen of the production worker, and the production worker compares the surface image with the sample image; or, the above-mentioned comparison process can be performed through software Performed automatically, such as by image analysis software, comparing the surface image with the sample image and outputting a comparison indicating whether glazing has occurred on the surface of the polishing pad.
进一步地,将表面图像与预存的样本图像进行对比,包括:Further, compare the surface image with the pre-stored sample image, including:
(1)计算表面图像与预存的样本图像之间的匹配度;(1) Calculate the matching degree between the surface image and the pre-stored sample image;
(2)在匹配度大于或等于预设门限值的情况下,确定抛光垫的表面未发生釉化;(2) When the matching degree is greater than or equal to the preset threshold value, it is determined that the surface of the polishing pad is not glazed;
(3)在匹配度小于预设门限值的情况下,确定抛光垫的表面发生釉化。(3) When the matching degree is less than the preset threshold value, it is determined that the surface of the polishing pad is glazed.
在本申请实施例中,提供一种基于图像分析软件自动判断抛光垫的表面是否发生釉化的方式,具体地,通过计算表面图像与预存的样本图像之间的匹配度来衡量表面图像与样本图像之间的差异,具体的匹配度计算可以通过现有的图像分析软件实现,上述预设门限值可以只人为设置的一个数值,例如:90%,即当表面图像与样本图像之间的匹配度达到90%,则可以认为该表面图像所体现的抛光垫表面并没有发生釉化,当表面图像与样本图像之间的匹配度不足90%,则可以认为该表面图像所体现的抛光垫表面发生釉化,此时可以自动向生产人员报警,以提醒生产人员此时的抛光垫表面发生釉化,需要对抛光垫进行修整。In the embodiment of the present application, a method for automatically judging whether the surface of the polishing pad is glazed based on image analysis software is provided. Specifically, the surface image and the sample image are measured by calculating the matching degree between the surface image and the pre-stored sample image. The difference between the images, the specific calculation of the matching degree can be realized through the existing image analysis software, the above-mentioned preset threshold value can only be a numerical value set artificially, for example: 90%, that is, when the surface image and the sample image If the matching degree reaches 90%, it can be considered that the surface of the polishing pad reflected by the surface image has not been glazed. When the matching degree between the surface image and the sample image is less than 90%, it can be considered that the polishing pad reflected by the surface image When the surface is glazed, an alarm can be automatically sent to the production personnel to remind the production personnel that the surface of the polishing pad is glazed at this time, and the polishing pad needs to be repaired.
上面结合附图对本发明的实施例进行了描述,但是本发明并不局限于上述的具体实施方式,上述的具体实施方式仅仅是示意性的,而不是限制性的,本领域的普通技术人员在本发明的启示下,在不脱离本发明宗旨和权利要求所保护的范围情况下,还可做出很多形式,均属于本发明的保护之内。Embodiments of the present invention have been described above in conjunction with the accompanying drawings, but the present invention is not limited to the above-mentioned specific implementations, and the above-mentioned specific implementations are only illustrative, rather than restrictive, and those of ordinary skill in the art will Under the enlightenment of the present invention, without departing from the gist of the present invention and the protection scope of the claims, many forms can also be made, all of which belong to the protection of the present invention.
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