CN115639143A - Cloth detection device and method suitable for scutching cloth rolling machine - Google Patents
Cloth detection device and method suitable for scutching cloth rolling machine Download PDFInfo
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Abstract
一种适用于开幅卷布机的布匹检测装置,包括:机架,所述机架平行间隔设置有第一胶辊组与第二胶辊组,所述第二胶辊组的一侧设有卷布辊筒,所述第一胶辊组与第二胶辊组间设置有图像采集模组,所述图像采集模组包括安装座及至少两个摄像模块,所述安装座的长度方向基本平行于第一胶辊组轴向,至少两个所述摄像模块沿安装座的长度方向布置,其摄像模块的镜头朝向布匹进行图像采集;本发明的有益效果是,通过第一胶辊组与第二胶辊组设置了布匹的传输间距、以及沿安装座长度方向布置的至少两个所述摄像模块,不仅可以实时监测布匹的生产状态,还进一步提升了监测的精准度与全面度,有效减轻了工人的劳作强度,保证了产品的质量。
A cloth detection device suitable for an open-width cloth winding machine, comprising: a frame, the frame is provided with a first rubber roller group and a second rubber roller group in parallel and at intervals, and one side of the second rubber roller group is provided with There is a cloth roll, and an image acquisition module is arranged between the first rubber roller group and the second rubber roller group. The image acquisition module includes a mounting base and at least two camera modules. The length direction of the mounting base is Basically parallel to the axial direction of the first rubber roller group, at least two camera modules are arranged along the length direction of the mounting seat, and the lens of the camera module faces the cloth for image acquisition; the beneficial effect of the present invention is that the first rubber roller group The transmission distance of the cloth and the second rubber roller group are set, and at least two camera modules arranged along the length direction of the mounting seat can not only monitor the production status of the cloth in real time, but also further improve the accuracy and comprehensiveness of the monitoring. It effectively reduces the labor intensity of workers and ensures the quality of products.
Description
技术领域technical field
本申请涉及纺织机械领域,尤其是一种适用于开幅卷布机的布匹检测装置及方法。The application relates to the field of textile machinery, in particular to a cloth detecting device and method suitable for an open-width cloth winding machine.
背景技术Background technique
开幅卷布机是应用于针织大圆机的卷布装置,现有的大圆机内部空间较为有限,生产的布匹检测方式主要是以下两种,其中一种方式是在生产过程中进行人工检测,即安排人员使用肉眼定时查看,另一种方式是离线检测,即当布匹生产完成后,额外使用验布机进行检测,以上两种方式不但费时费力,而且在人眼识别的精确度与验布机的实时性上存在不足,往往会造成批量性不良的问题。The open-width cloth winding machine is a cloth rolling device applied to large circular knitting machines. The existing large circular knitting machines have relatively limited internal space. There are mainly two detection methods for the produced cloth, one of which is manual detection during the production process. That is to arrange personnel to check regularly with the naked eye. Another method is offline inspection, that is, after the cloth production is completed, an additional cloth inspection machine is used for inspection. There are deficiencies in the real-time performance of the machine, which often causes the problem of poor batch performance.
为此,申请公开号为CN214572888U的专利揭示了一种基于针织圆纬机的布匹图像实时采集处理机构,其在针织圆台内侧壁上设置了相机与光源,提高布匹检测的实时性。但该相机检测时,布匹是卷绕在布筒上的,相机所拍摄的图像中布匹大部分是曲面状态的,不利于实时图像与模板的比对,且相机的位置是相对固定的,对于离相机较远区域的瑕疵如边缘的瑕疵是难以检测的,容易出现误判,因而检测的精准度与全面度有待进一步提高。For this reason, the patent application publication number CN214572888U discloses a real-time collection and processing mechanism for cloth images based on a circular knitting machine, which is provided with a camera and a light source on the inner wall of the knitting round table to improve the real-time performance of cloth detection. However, when the camera detects, the cloth is wound on the cloth drum, and most of the cloth in the image captured by the camera is in a curved state, which is not conducive to the comparison between the real-time image and the template, and the position of the camera is relatively fixed. Flaws in areas far from the camera, such as edges, are difficult to detect and are prone to misjudgment. Therefore, the accuracy and comprehensiveness of detection need to be further improved.
有鉴于此,本发明人针对现有技术中的上述缺陷深入研究,遂有本案产生。In view of this, the present inventor has conducted in-depth research on the above-mentioned defects in the prior art, and thus this case arises.
发明内容Contents of the invention
本申请第一目的是提供一种适用于开幅卷布机的布匹检测装置,该布匹检测装置结构简单,能够在布匹输送的同时,完成布匹正面的图像检测,有效提高了布匹检测的精度准度与全面度。The first purpose of the present application is to provide a cloth detection device suitable for open-width cloth winding machines. The cloth detection device has a simple structure and can complete the image detection of the front of the cloth while the cloth is being conveyed, effectively improving the accuracy of cloth detection. degree and comprehensiveness.
本申请第二目的是提供一种布匹检测装置,该布匹检测装置,能够在布匹输送的同时,完成布匹正面及布匹反面的图像检测,进一步提升了布匹检测的全面度。The second purpose of the present application is to provide a cloth detection device, which can complete the image detection of the front and back of the cloth while the cloth is being conveyed, further improving the comprehensiveness of cloth detection.
本申请的第三目的是提供一种布匹检测方法,通过该检测方法配合相应的检测装置,可有效检测布匹正面的瑕疵,不会发生漏检。The third purpose of the present application is to provide a cloth detection method, through which the detection method cooperates with the corresponding detection device, can effectively detect the blemishes on the front of the cloth without missing detection.
本申请的第四目的是提供一种布匹检测方法,通过该检测方法配合相应的检测装置,可有效检测布匹正面及布匹反面的瑕疵,不会发生漏检。The fourth object of the present application is to provide a cloth detection method, through which the detection method cooperates with the corresponding detection device, can effectively detect the blemishes on the front and back of the cloth without missing detection.
为实现第一目的,本发明揭示了一种适用于开幅卷布机的布匹检测装置,旋转运作于针织大圆机,包括:机架,所述机架平行间隔设置有第一胶辊组与第二胶辊组,所述第二胶辊组的一侧设有卷布辊筒,所述第一胶辊组的出料端对应第二胶辊组的进料端,所述第二胶辊组的出料端对应卷布辊筒的进料端,所述第一胶辊组与第二胶辊组间设置有图像采集模组,所述图像采集模组包括安装座及至少两个摄像模块,所述安装座的长度方向基本平行于第一胶辊组轴向,在所述安装座沿长度方向布置N个摄像模块,N为大于等于2的正整数,其摄像模块的镜头朝向布匹进行图像采集,至少保证N个摄像模块的镜头所分别采集的有效取景区域能够相互无缝连接且能够完全覆盖布匹的幅宽,其摄像模块的镜头朝向布匹进行图像采集,所述摄像模块电连接有控制系统,所述控制系统用于接收摄像模块所采集的实时图像信息,并将该实时图像信息与其预设的合格模板进行比对分析,一旦分析结果不合格,向外发送反馈指令。In order to achieve the first objective, the present invention discloses a cloth detection device suitable for open-width cloth winders, which rotates and operates on a large circular knitting machine, and includes: a frame, and the frame is provided with a first rubber roller group and a The second rubber roller group, one side of the second rubber roller group is provided with a cloth roll, the discharge end of the first rubber roller group corresponds to the feeding end of the second rubber roller group, and the second rubber roller group The discharge end of the roller set corresponds to the feed end of the cloth rolling roller, and an image acquisition module is arranged between the first rubber roller set and the second rubber roller set, and the image acquisition module includes a mounting seat and at least two A camera module, the length direction of the mounting base is basically parallel to the axial direction of the first rubber roller group, N camera modules are arranged along the length direction of the mounting base, N is a positive integer greater than or equal to 2, and the lens of the camera module is oriented toward The cloth is used for image acquisition, at least ensuring that the effective viewing areas collected by the lenses of the N camera modules can be seamlessly connected to each other and can completely cover the width of the cloth. A control system is connected, and the control system is used to receive the real-time image information collected by the camera module, compare and analyze the real-time image information with the preset qualified template, and send a feedback command to the outside once the analysis result is unqualified.
进一步地,所述第一胶辊组出料端与第二胶辊组进料端的间距为传输间距,所述摄像模块的镜头设置在垂直于布匹正面方向的上方。Further, the distance between the discharge end of the first rubber roller group and the feed end of the second rubber roller group is the transmission distance, and the lens of the camera module is arranged above the direction perpendicular to the front of the cloth.
进一步地,所述摄像模块在位于镜头的外径端设置若干第一光源,且在第一光源的外周缘增设一导光罩,所述导光罩的侧壁用于将若干所述第一光源的光路投射至摄像模块的镜头正前方。Further, the camera module is provided with a plurality of first light sources at the outer diameter end of the lens, and a light guide cover is added on the outer periphery of the first light source, and the side wall of the light guide cover is used to use the plurality of first light sources The light path of the light source is projected to the front of the lens of the camera module.
采用上述结构,至少两个摄像模块沿安装座的长度方向设置,一方面至少部分摄像模块所拍摄的范围可以精准覆盖到布匹幅宽方向上的两边缘,使得检测更为全面,另一方面各摄像模块所拍摄的图像可以更加凸显布匹局部细节,即检测的精度更高。With the above-mentioned structure, at least two camera modules are arranged along the length direction of the mounting seat. On the one hand, at least part of the camera modules can accurately cover the two edges of the cloth width direction, so that the detection is more comprehensive. On the other hand, each The image captured by the camera module can highlight the local details of the cloth, that is, the detection accuracy is higher.
为实现第二目的,本发明揭示了一种适用于开幅卷布机的布匹检测装置,该布匹检测装置以第一目的布匹检测装置为基础,且所述图像采集模组还包括遮光件,其设置在机架上,并位于张紧切面远离摄像模块的一侧,所述遮光件具有与布匹宽度相匹配的遮光主体,且所述遮光主体与安装座平行布置,至少每个所述摄像模块的镜头对应有效取景区域内存在对应位置的遮光主体。所述遮光主体具有凹槽,所述凹槽内至少设置有若干个第二光源,所述第二光源与控制系统电连接,且配置为辅助摄像模块进行布匹反面图像的采集。In order to achieve the second purpose, the present invention discloses a cloth detection device suitable for an open-width cloth winder, the cloth detection device is based on the first purpose cloth detection device, and the image acquisition module further includes a light-shielding member, It is arranged on the frame and is located on the side of the tension section away from the camera module. The shading member has a shading main body that matches the width of the cloth, and the shading main body is arranged in parallel with the mounting seat. At least each of the camera modules The lens of the module corresponds to the shading subject in the corresponding position in the effective viewing area. The light-shielding body has a groove, and at least several second light sources are arranged in the groove, and the second light source is electrically connected to the control system, and is configured to assist the camera module in collecting images of the reverse side of the cloth.
采用上述结构,遮光件有效减少摄像模块采集布匹正面的背景噪点,提高图像对比度,再通过第二光源的设置,在第一光源关闭的状态下,开启第二光源,可以使得位于布匹正面的摄像模块能够进行布匹反面的图像采集。With the above-mentioned structure, the shading member can effectively reduce the background noise of the front of the cloth collected by the camera module and improve the image contrast. Then, through the setting of the second light source, when the first light source is turned off, turning on the second light source can make the camera located on the front of the cloth The module is capable of image acquisition of the reverse side of the cloth.
为实现第三目的,本发明揭示了一种适用于开幅卷布机的布匹检测方法,应用于第一目的布匹检测装置,包括以下步骤:In order to achieve the third purpose, the present invention discloses a cloth detection method suitable for an open-width cloth winder, which is applied to the cloth detection device for the first purpose, including the following steps:
S1:在预定运行时间T1内,基于预设的卷布辊筒运行速率V,布匹自第一胶辊组向第二胶辊组进行输送L1长度,当摄像模块具备第一光源时,该第一光源处于常亮状态,该第一光源至少保证在镜头处于工作状态时保持常亮,通过控制系统设定摄像模块的拍摄等待时间T2,各所述摄像模块的有效取景区域相互叠加形成子条形集合图像区域,各子条形集合图像区域所共同构建的母条形集合图像区域能够将布匹向下滑移L1长度的区域进行全覆盖;S1: Within the scheduled running time T1, based on the preset running speed V of the cloth winding roller, the cloth is conveyed from the first rubber roller group to the second rubber roller group for a length of L1. When the camera module has the first light source, the second rubber roller group A light source is in a constant-on state, and the first light source is at least guaranteed to remain on when the lens is in a working state. The shooting waiting time T2 of the camera module is set by the control system, and the effective viewfinder areas of each of the camera modules are superimposed to form sub-stripes. Shaped collection image area, the parent strip-shaped collection image area jointly constructed by each sub-strip-shaped collection image area can fully cover the area of cloth sliding down L1 length;
S2:将摄像模块采集的实时布匹图像传送至控制系统;S2: Send the real-time cloth image collected by the camera module to the control system;
S3:基于预设在控制系统内的合格模板和阈值,与实时布匹图像进行分析比对,计算出实时布匹图像与合格模板的相似度,并将相似度与阈值进行比较;S3: Based on the qualified template and threshold preset in the control system, analyze and compare with the real-time cloth image, calculate the similarity between the real-time cloth image and the qualified template, and compare the similarity with the threshold;
若相似度大于阈值,则实时布匹图像分析结果为合格,卷布机持续运行;If the similarity is greater than the threshold, the real-time cloth image analysis result is qualified, and the cloth winding machine continues to run;
若相似度小于阈值,则实时布匹图像分析结果为不合格,卷布机停机报警。If the similarity is less than the threshold, the real-time cloth image analysis result is unqualified, and the cloth winding machine stops and alarms.
采用上述方法,在预定运行时间T1内,摄像模块采集的母条形集合图像区域可以覆盖布匹输送L1长度的区域,能自动且全面地完成布匹的正面检测,当检测不合格时,卷布机能自动报警,有效减轻了工人的劳作强度,保证了产品的质量。Using the above method, within the scheduled running time T1, the image area of the female bar-shaped collection collected by the camera module can cover the area of the length L1 of the cloth conveying, and can automatically and comprehensively complete the front detection of the cloth. When the detection is unqualified, the cloth rolling function Automatic alarm, which effectively reduces the labor intensity of workers and ensures the quality of products.
为实现第四目的,本发明揭示了一种适用于开幅卷布机的布匹检测方法,应用于第二目的布匹检测装置,包括以下步骤:In order to achieve the fourth purpose, the present invention discloses a cloth detection method suitable for an open-width cloth winder, which is applied to the cloth detection device for the second purpose, including the following steps:
S1:在预定运行时间T1内,基于预设的卷布辊筒运行速率V,布匹自第一胶辊组向第二胶辊组进行输送L1长度,当摄像模块具备第一光源时,其第一光源点亮时,所述第二光源关闭,此时各个摄像模块的镜头所采集的有效取景区域相互叠加形成正向条形集合图像区域;当第二光源点亮时,所述第一光源关闭,此时各个摄像模块的镜头采集有效取景区域相互叠加形成反向条形集合图像区域;其中正向条形集合图像区域与反向条形集合图像区域相重合的部分为子重叠区域S,通过控制系统设定摄像模块的拍摄等待时间T4,至少保证子重叠区域S能够将布匹向下滑移L1长度的区域进行全覆盖;S1: Within the scheduled running time T1, based on the preset running speed V of the cloth winding roller, the cloth is conveyed from the first rubber roller group to the second rubber roller group for a length of L1. When the camera module has the first light source, its second When a light source is turned on, the second light source is turned off, and the effective viewfinder areas collected by the lenses of each camera module are superimposed on each other to form a forward strip-shaped collective image area; when the second light source is turned on, the first light source Closed, at this time the lens acquisition effective viewfinder areas of each camera module are superimposed on each other to form a reverse strip collection image area; wherein the overlapping part of the forward strip collection image area and the reverse strip collection image area is a sub-overlapping area S, The shooting waiting time T4 of the camera module is set by the control system, at least to ensure that the sub-overlapping area S can fully cover the area where the cloth slides down the length L1;
S2:将摄像模块采集的实时布匹图像传送至控制系统;S2: Send the real-time cloth image collected by the camera module to the control system;
S3:基于预设在控制系统内的合格模板和阈值,与实时布匹图像进行分析比对,计算出实时布匹图像与合格模板的相似度,并将相似度与阈值进行比较;S3: Based on the qualified template and threshold preset in the control system, analyze and compare with the real-time cloth image, calculate the similarity between the real-time cloth image and the qualified template, and compare the similarity with the threshold;
若相似度大于阈值,则实时布匹图像分析结果为合格,卷布机持续运行;If the similarity is greater than the threshold, the real-time cloth image analysis result is qualified, and the cloth winding machine continues to run;
若相似度小于阈值,则实时布匹图像分析结果为不合格,卷布机停机报警。If the similarity is less than the threshold, the real-time cloth image analysis result is unqualified, and the cloth winding machine stops and alarms.
采用上述方法,在预定运行时间T1内,摄像模块采集的子重叠区域S可以覆盖布匹输送L1长度的区域,能自动且全面地完成布匹的正面及布匹反面的检测,当检测不合格时,卷布机能自动报警,有效减轻了工人的劳作强度,保证了产品的质量。Using the above method, within the scheduled running time T1, the sub-overlapping area S collected by the camera module can cover the area of the cloth conveying L1 length, and can automatically and comprehensively complete the detection of the front and back of the cloth. The cloth machine can automatically alarm, which effectively reduces the labor intensity of workers and ensures the quality of products.
附图说明Description of drawings
作为非限制性例子给出的具体说明更好地解释本申请包括什么以及其可被实施,此外,该说明参考附图,在附图中:The specific description given as a non-limiting example to better explain what the application consists of and how it can be practiced, furthermore, the description refers to the accompanying drawings in which:
图1为本发明实施例提供的布匹检测装置的立体结构示意图;FIG. 1 is a schematic diagram of a three-dimensional structure of a cloth detection device provided by an embodiment of the present invention;
图2为本发明实施例提供的布匹检测装置的侧视结构示意图,此图中省略了机架的侧板,且遮光件位于第一位置;Fig. 2 is a side view structural schematic diagram of the cloth detection device provided by the embodiment of the present invention, in which the side plate of the frame is omitted, and the shading member is located at the first position;
图3为图2中凸显图像采集模组的侧视结构示意图;Fig. 3 is a schematic diagram of the side view structure of the highlighted image acquisition module in Fig. 2;
图4为本发明实施例提供的图像采集模组的局部立体结构示意图;4 is a schematic diagram of a partial three-dimensional structure of an image acquisition module provided by an embodiment of the present invention;
图5为本发明实施例提供的遮光件的立体结构示意图;FIG. 5 is a schematic diagram of a three-dimensional structure of a shading member provided by an embodiment of the present invention;
图6为图5中遮光件的侧板部分的细节图;Fig. 6 is a detailed view of the side panel part of the shade in Fig. 5;
图7为本发明实施例提供的布匹检测装置的侧视结构示意图,此图中省略了机架的侧板,且遮光件位于第二位置;Fig. 7 is a side view structural schematic diagram of the cloth detection device provided by the embodiment of the present invention, in which the side plate of the frame is omitted, and the shading member is located at the second position;
图8为本发明实施例提供的遮光件第一位置与第二位置的变换示意图;Fig. 8 is a schematic diagram of transformation between the first position and the second position of the shading member provided by the embodiment of the present invention;
图9为本发明实施例提供的图像检测模组工作时的立体结构示意图之一;9 is one of the three-dimensional structural schematic diagrams of the image detection module provided by the embodiment of the present invention when it is working;
图10为本发明实施例提供的图像检测模组工作时的立体结构示意图之二,此图中省略了布匹;Figure 10 is the second schematic diagram of the three-dimensional structure of the image detection module provided by the embodiment of the present invention when it is working, and the cloth is omitted in this figure;
图11a为本发明实施例提供的单个拍照时间段的母条形集合图像区域示意图;Fig. 11a is a schematic diagram of a master strip-shaped set image area of a single photographing time period provided by an embodiment of the present invention;
图11b为基于图11a的母条形集合图像区域与布匹输送宽度为L2区域的覆盖比对示意图;Figure 11b is a schematic diagram of the coverage comparison between the mother strip-shaped collective image area and the cloth conveying width L2 area based on Figure 11a;
图12为本发明实施例提供的摄像模块的采集原理示意图;12 is a schematic diagram of the acquisition principle of the camera module provided by the embodiment of the present invention;
图13a-图13c为本发明实施例提供的相邻母条形集合图像区域的三种位置关系;Fig. 13a-Fig. 13c are three kinds of positional relationships of the image areas of adjacent generatrix sets provided by the embodiment of the present invention;
图14a-图14c为本发明实施例提供的在连续四个拍照时间段,子重叠区域S分开显示的三种状态示意图,此时正向条形集合图像区域和反向条形集合图像区域间隔拍摄等待时间T4分开取景;Figures 14a-14c are schematic diagrams of the three states in which the sub-overlapping areas S are displayed separately in four consecutive photographing time periods provided by the embodiment of the present invention. Shooting waiting time T4 separate viewfinder;
图15a-图15c为本发明实施例提供的在连续四个拍照时间段,子重叠区域S结合显示的三种状态示意图,此时正向条形集合图像区域和反向条形集合图像区域间隔拍摄等待时间T4分开取景;Figures 15a-15c are schematic diagrams of the three states of sub-overlapping areas S combined and displayed in four consecutive photographing time periods provided by the embodiment of the present invention. Shooting waiting time T4 separate viewfinder;
图16为本发明实施例提供的相邻拍照时间段,各正向条形集合图像区域与反向条形集合图像区域的位置关系示意图,此时正向条形集合图像区域和反向条形集合图像区域连续获取。Fig. 16 is a schematic diagram of the positional relationship between each forward strip collection image area and the reverse strip collection image area in the adjacent photographing time period provided by the embodiment of the present invention. At this time, the forward strip collection image area and the reverse strip collection image area The collection image regions are acquired continuously.
标号说明:Label description:
1、机架;11、转轴;12、紧固件;13、第一限位件;14、第二限位件;2、第一胶辊组;3、第二胶辊组;4、卷布辊筒;5、图像采集模组;51、安装座;52、摄像模块;521、镜头;522、第一光源;523、导光罩;53、遮光件;531、遮光主体;532、凹槽;533、第二光源;534、侧板;535、开口槽。1. Frame; 11. Rotating shaft; 12. Fastener; 13. First limiter; 14. Second limiter; 2. First rubber roller group; 3. Second rubber roller group; 4. Volume Cloth roller; 5. Image acquisition module; 51. Mounting base; 52. Camera module; 521. Lens; 522. First light source; 523. Light guide cover; Groove; 533, second light source; 534, side plate; 535, opening groove.
具体实施方式Detailed ways
以下结合附图及具体实施例对本申请做详细描述。The application will be described in detail below in conjunction with the accompanying drawings and specific embodiments.
容易理解,根据本申请的技术方案,在不变更本申请实质精神下,本领域的一般技术人员可以提出可相互替换的多种结构方式以及实现方式。因此,以下具体实施方式以及附图仅是对本申请的技术方案的示例性说明,而不应当视为本申请的全部或者视为对本申请技术方案的限定或限制。It is easy to understand that, according to the technical solution of the present application, those skilled in the art can propose various structural modes and implementation modes that can be replaced without changing the essence and spirit of the present application. Therefore, the following specific embodiments and drawings are only exemplary descriptions of the technical solution of the present application, and should not be regarded as the entirety of the present application or as a limitation or restriction on the technical solution of the present application.
在本说明书中提到或者可能提到的上、下、左、右、前、后、正面、背面、顶部、底部等方位用语是相对于各附图中所述的构造进行定义的,它们是相对的概念,因此有可能会根据其所处不同位置、不同使用状态而进行相应地变化。所以,也不应当将这些或者其他的方位用语解释为限制性用语。The directional terms such as up, down, left, right, front, back, front, back, top, and bottom that are mentioned or may be mentioned in this specification are defined relative to the structures described in the drawings, and they are It is a relative concept, so it may change accordingly according to its different positions and different usage states. Accordingly, these or other directional terms should not be construed as limiting terms.
实施例一Embodiment one
请参考图1,现对本实施例提供的一种适用于开幅卷布机的布匹检测装置进行说明,卷布机是旋转运作于针织大圆机的卷布装置,因而所述布匹检测装置是同步随卷布机旋转并进行布匹检测的。Please refer to Fig. 1, a cloth detection device suitable for an open-width cloth winding machine provided by this embodiment is now described. The cloth winding machine is a cloth winding device that rotates on a large circular knitting machine, so the cloth detection device is synchronous It rotates with the winder and detects the cloth.
请进一步参考图2-4,在本实施例中,所述布匹检测装置包括:机架1,所述机架1平行间隔设置有第一胶辊组2与第二胶辊组3,此处平行间隔指的是第一胶辊组2与第二胶辊组3的轴向基本平行且沿预定方向相隔预定长度的间距,具体地,如图3所示,第一胶辊组2与第二胶辊组3在轴向基本平行的基础上,还分别在X方向和Y方向上存在间距,所述第二胶辊组3的一侧设有卷布辊筒4,所述第一胶辊组2的出料端对应第二胶辊组3的进料端,所述第二胶辊组3的出料端对应卷布辊筒4的进料端,即布匹的卷布路径,先经过第一胶辊组2的牵引,后经过第二胶辊组3牵引,最终再到卷布辊筒4进行收卷,所述卷布辊筒4设置于卷布电机的动力输出端,通过卷布电机的卷绕牵引实现了布匹的张紧。Please further refer to Figures 2-4, in this embodiment, the cloth detection device includes: a
所述第一胶辊组2与第二胶辊组3间设置有图像采集模组5,所述图像采集模组5包括安装座51及至少两个摄像模块52,所述安装座51的长度方向基本平行于第一胶辊组2轴向,在所述安装座51沿长度方向布置N个摄像模块52,N为大于等于2的正整数,其摄像模块52的镜头521朝向布匹进行图像采集,至少保证N个摄像模块52的镜头521所分别采集的有效取景区域能够相互无缝连接且能够完全覆盖布匹的幅宽,此处无缝连接指的是相邻摄像模块52的镜头521所分别采集的布匹有效取景区域之间不存在缝隙,即相邻摄像模块52的镜头521所分别采集的布匹有效取景区域边缘可正好重合,或者相邻摄像模块52的镜头521所分别采集的布匹有效取景区域可相互重叠,所述摄像模块52电连接有控制系统,所述控制系统用于接收摄像模块52所采集的实时图像信息,并将该实时图像信息与其预设的合格模板进行比对分析,一旦分析结果不合格,向外发送反馈指令。其中结果不合格的布匹瑕疵形式包括:断针、油纱、油污、破洞、横条等,具体地,断针指的是在布面上呈现为沿经向纹路裂开,一般在末端会形成一个洞,油污指是机器上的油或空中飘浮的灰尘污染布面所导致的黑色油点,油纱指的是因原纱带有油剂或脏剂产生的,在布面会形成纬向长条状疵点,破洞指是的布面上纱线已断,存在孔洞,横条指的是在圆筒针织物中出现一些不正常的连续的横间循环;此处向外发送反馈指令的对象为当检测不合格时,需要发生响应的电气装置,如报警器、卷布电机等,反馈指令包括但不限于电气装置的启停信号如报警器启动信号、卷机电机停止信号。An
可以理解的是布匹是用于制作衣服的材料,衣服具有外表面以及与人体接触的内表面,衣服外表面直接影响了视者的观感,因而外表面相对于内表面有着更高的美观要求,即对于瑕疵的把控也更加严苛,本实施例所提及的布匹正面均指的是布匹用作衣服外表面的一面;进一步地,所述摄像模块52的镜头521设置在垂直于布匹正面方向的上方,镜头521垂直设置于布匹的好处在于,布匹的图像进入镜头521不会发生角度倾斜,摄像模块52拍摄的图像能更还原实际的图像,有利于发现布面上的瑕疵点。It can be understood that cloth is the material used to make clothes. Clothes have an outer surface and an inner surface that is in contact with the human body. The outer surface of the clothes directly affects the perception of the viewer. Therefore, the outer surface has higher aesthetic requirements than the inner surface, that is, The control of defects is also more stringent. The front of the cloth mentioned in this embodiment all refers to the side of the cloth used as the outer surface of the clothes; further, the
在本实施例中,如图3所示,所述第一胶辊组2出料端与第二胶辊组3进料端的间距为传输间距,在现有技术中,基于上述两个胶辊组仅起到牵引及导向的作用,因而第一胶辊组2出料端与第二胶辊组3进料端之间的传输间距一般比较短,而本案中由于增设了图像采集模组5,需要保证布匹以一定速率从第一胶辊组2出料端传输至第二胶辊组3进料端时具有足够长的时间,在这个足够长的时间内,使摄像模块52能拍摄到处于平整状态下布匹的图像,同时由于图像采集模组5也占用了一定的空间,需将第一胶辊组2出料端与第二胶辊组3进料端之间的传输间距适当拉大,便于操作人员将布匹从第一胶辊组2缠绕至第二胶辊组3进行绕布作业。In this embodiment, as shown in Figure 3, the distance between the discharge end of the first
本实施例提供的布匹检测装置,与现有技术相比,通过第一胶辊组2与第二胶辊组3设置了布匹的传输间距、以及至少两个沿安装座51的长度方向布置的摄像模块52,使得布匹在持续输送的同时,摄像模块52能拍摄到连续平整的布面图像,且能精准覆盖到布匹幅宽方向上的两边缘,不仅可以实时监测布匹的生产状态,还进一步提升了监测的精准度与全面度。Compared with the prior art, the cloth detection device provided in this embodiment has the transmission distance of the cloth set by the first
再次参考图2-3,所述第一胶辊组2出料端的切面第二胶辊组3进料端的切面之间的连线构建出传输切面,所述图像采集模组5位于传输切面与卷布辊筒4之间,需要说明的是,现有的开幅卷布机所输送的布匹正面是朝向卷布辊筒4方向的,因而图像采集模组5设置在里侧,也是基于对布匹正面检测的考虑。此外,第一胶辊组2的进料端与卷布辊筒4轴心间的在X方向上的间距会小于第二胶辊组3的出料端与卷布辊筒4轴心间的在X方向上的间距,如此在满足布匹正面检测的同时,可以使布匹检测装置的结构更加紧凑。Referring to Fig. 2-3 again, the connection line between the cut surface of the discharge end of the first
如图4所示,在本实施例中,所述摄像模块52在位于镜头521的外径端设置若干第一光源522,若干所述第一光源522可绕镜头521的轴向对称布置,所述第一光源522的数量至少在三个以上即可,如10-24颗,且在第一光源522的外周缘还增设一导光罩523,所述导光罩523遮罩镜头521前端以避免其他位置的杂光对镜头521产生影响,所述导光罩523还具有侧壁,所述侧壁用于将若干所述第一光源522的光路投射至摄像模块52的镜头521正前方,即第一光源522的光路覆盖了镜头521至布匹之间的路径区域,给镜头521增设了纯正的光路,使得镜头521能够获取更加清晰的布匹图像。As shown in Figure 4, in this embodiment, the
请参考图11a-图11b、图12及图13a-图13c,本实施例还提供一种适用于开幅卷布机的布匹检测方法,应用于上述布匹检测装置,包括以下步骤:Please refer to Fig. 11a-Fig. 11b, Fig. 12 and Fig. 13a-Fig. 13c. This embodiment also provides a cloth detection method suitable for an open-width cloth winder, which is applied to the above cloth detection device, including the following steps:
S1:在预定运行时间T1内,基于预设的卷布辊筒4运行速率V,布匹自第一胶辊组2向第二胶辊组3进行输送L1长度,本实施例中的T1、L1,例如预定运行时间T1为一分钟,输送L1长度为195mm,当然并不以此为限,当摄像模块52具备第一光源522时,该第一光源522处于常亮状态,该第一光源522至少保证在镜头521处于工作状态时保持常亮,通过控制系统设定摄像模块52的拍摄等待时间T2,可以理解的是,拍摄等待时间T2是摄像模块52相邻拍照时间段之间的时间间隔;在拍照时间段,各所述摄像模块52的有效取景区域相互叠加形成子条形集合图像区域,各子条形集合图像区域所共同构建的母条形集合图像区域能够将布匹向下滑移L1长度的区域进行全覆盖;S1: within the predetermined running time T1, based on the preset running speed V of the
S2:将摄像模块52采集的实时布匹图像传送至控制系统;S2: transmit the real-time cloth image collected by the
所述摄像模块52与控制系统可以通过专用数据线实现数据传输,控制系统可为上位机,配置为处理并显示图像的采集结果,且当出现图像检测不合格时,向外部的电气装置输出反馈指令,使卷布机停机。The
S3:基于预设在控制系统内的合格模板和阈值,其中合格模板指正常生产的无瑕疵的布匹图像,阈值指图像合格的最低相似度数值,与实时布匹图像进行分析比对,计算出实时布匹图像与合格模板的相似度,并将相似度与阈值进行比较;S3: Based on the qualified template and threshold value preset in the control system, the qualified template refers to the normal production of flawless cloth image, and the threshold refers to the minimum similarity value of the qualified image, which is analyzed and compared with the real-time cloth image to calculate the real-time The similarity between the cloth image and the qualified template, and compare the similarity with the threshold;
若相似度大于阈值,则实时布匹图像分析结果为合格,卷布机持续运行;If the similarity is greater than the threshold, the real-time cloth image analysis result is qualified, and the cloth winding machine continues to run;
若相似度小于阈值,则实时布匹图像分析结果为不合格,卷布机停机报警。If the similarity is less than the threshold, the real-time cloth image analysis result is unqualified, and the cloth winding machine stops and alarms.
采用上述方法,在预定运行时间T1内,摄像模块52采集的母条形集合图像区域可以覆盖布匹输送L1长度的区域,能自动且全面地完成布匹的正面检测,当检测不合格时,卷布机能自动报警,有效减轻了工人的劳作强度,保证了产品的质量。By adopting the above-mentioned method, within the scheduled running time T1, the bus bar-shaped collective image area collected by the
下面主要对所述S1步骤进行具体说明:The following mainly describes the S1 step in detail:
图像采集模组5的工作原理如下,在工作过程中,摄像模块52是静止的,布匹是向下输送的,在单个拍照时段,摄像模块52对布匹所拍摄的母条形集合图像区域如图11a所示,在本实施例中以两个摄像模块52进行拍摄为例进行讲解,当然摄像模块52的数量并不以为限,图11a中上下分别设置有第一胶辊组2与第二胶辊组3,在第一胶辊组2与第二胶辊组3间设置有布匹,布匹中部的框线包括左边的子条形集合图像区域与右边的子条形集合图像区域,两子条形集合图像区域分别由两个摄像模块52所拍摄的有效取景区域相互叠加而成,进一步地,左边的子条形集合图像区域与右边的子条形集合图像区域之间无缝连接且共同组成了母条形集合图像区域,母条形集合图像区域的纵向长度为摄像模块52的视野纵向检测距离H,视野纵向检测距离H指的是镜头521视野中检测区域的实际纵向长度,母条形集合图像区域的横向长度为2倍的摄像模块52的视野纵向检测距离W,视野横向检测距离W指的是镜头521视野中检测区域的实际横向长度,两个视野横向检测距离W联合覆盖了布匹幅宽。如图11b所示,预设布匹在单个拍摄等待时间T2的输送长度为L2,则只要母条形集合图像区域能够将布匹向下滑移L2长度的区域进行全覆盖,就不会产生漏检的情况。The working principle of the
请参考图13a-图13c,图13a-图13c示出了相邻拍照时间段母条形集合图像区域的位置关系示意图,相邻拍照时间段集合包括上母条形集合图像区域与下母条形集合图像区域,下母条形集合图像区域为前一拍照时间段所采集的图像集合并用实线框表示,上母条形集合图像区域为后一拍照时间段所采集的图像集合并用虚线框表示,根据卷布辊筒4运行速率V与拍摄等待时间T2的配合不同,上母条形集合图像区域与下母条形集合图像区域总共有三种位置关系。图13a中,上母条形集合图像区域的下边界线与下母条形集合图像区域的上边界线之间存在间隙,布匹在拍摄等待时间T2的输送长度L2大于视野纵向检测距离H,存在漏检的情况;图13b中,上母条形集合图像区域的下边界线与下母条形集合图像区域的上边界线相重合,刚好不存在间隙,布匹在拍摄等待时间T2的输送长度L2等于视野纵向检测距离H,即刚好不会发生漏检;图13c中,上母条形集合图像区域的下边界线低于下母条形集合图像区域的上边界线,上母条形集合图像区域与下母条形集合图像区域相互重合,布匹在拍摄等待时间T2的输送长度L2小于视野纵向检测距离H,即完全不会发生漏检。Please refer to Fig. 13a-Fig. 13c. Fig. 13a-Fig. 13c show the schematic diagrams of the positional relationship of the parent strip-shaped collection image areas of adjacent photographing time periods. The image area of the bar-shaped set, the lower bar-shaped set image area is the image set collected in the previous shooting period and is represented by a solid line frame, and the upper bar-shaped set image area is the image set collected in the next shooting time period and is represented by a dotted line frame It means that according to the cooperation between the running speed V of the
进一步量化分析卷布辊筒4运行速率V、拍摄等待时间T2,在步骤S1中,所述拍摄等待时间T2的设定进一步包括:Further quantitatively analyze the running speed V of the
如图12所示的摄像模块52采集原理,基于预设镜头521与布匹的工作距离WD、摄像模块52的焦距f、与布匹输送方向相平行的摄像模块52芯片靶面的边长h,获取摄像模块52沿布匹传动方向的视野纵向检测距离H=h*WD/f,同理还可根据与布匹幅宽方向相平行的摄像模块52芯片靶面的边长w,获取摄像模块52沿布匹宽度方向的视野横向检测距离W=w*WD/f,当然摄像模块52的分辨率应当满足拍摄需求,在此不再赘述;The
根据上述三种结果,若要不发生漏检,则在摄像模块52的一个拍摄等待时间T2,布匹的输送长度L2应等于或小于视野纵向检测距离H,同理,布匹通过视野纵向检测距离H的时间为T3,拍摄等待时间T2应小于或等于T3,其中布匹通过视野纵向检测距离H的时间为T3,可以理解为布匹以运行速率V输送,待检测的布匹从镜头521视野检测区域的顶部边缘到达视野检测区域底部边缘,即行程为视野纵向检测距离H时,所花的时间为T3。需要说明的是,摄像模块52的拍照时间段用时非常短,当将拍照时间段忽略不计时,拍摄等待时间T2可以认为等于T3。即基于预设的卷布辊筒4的运行速率V、摄像模块52的视野纵向检测距离H,获取布匹通过视野纵向检测距离H的时间T3=H/V,则所述摄像模块52的拍摄等待时间T2≤T3。而当T2=T3时,在满足不会发生漏检的情况下,还能使得摄像模块52拍摄的图片数量最少,有利于减少数据量的传输以及减少控制系统的内存占用。According to the above-mentioned three results, if missed inspections do not occur, then during a shooting waiting time T2 of the
以96路针织大圆机的实际生产参数为例,现有针织大圆机一分钟可以转13圈,且针织大圆机转一圈织造的布匹长度为15mm,同时且让针织大圆机转一圈时间内布匹的输送长度为15mm,则在预设运行时间T1为一分钟时间,针织大圆机布匹的输送长度L1=15*13=195mm,进一步地可得布匹的输送速率为V=195/60=3.25mm/s,预设摄像模块52的视野纵向检测距离H=80mm,获取布匹通过视野纵向检测距离H的时间T3=H/V=80/3.25=24.6s,则只要拍摄时间间隔T2≤T1,即完成布匹正面图像的检测,具体地本实施例中的拍摄时间间隔T2=20s。此外,需要说明的是,相邻的拍摄等待时间T2既可以是相同的数值如都是拍摄等待时间T2都可以20s,也可以不同的数值如一个拍摄等待时间T2是10s,另一个拍摄等待时间T2是20s,只要在预设运行时间T1,母条形集合图像区域能够将布匹向下滑移L1长度的区域进行全覆盖即可,在此不过多做限制。Taking the actual production parameters of the 96-channel circular knitting machine as an example, the existing circular knitting machine can rotate 13 times in one minute, and the length of the cloth woven by the large circular knitting machine is 15mm. The conveying length of the cloth is 15mm, then the preset running time T1 is one minute, the conveying length of the circular knitting machine cloth is L1=15*13=195mm, further the conveying rate of the cloth can be V=195/60=3.25 mm/s,
实施例二Embodiment two
本实施例提供的布匹检测装置是在实施例一布匹检测装置的基础上进一步改进,其区别在于,所述图像采集模组5还包括有遮光件53,所述遮光件53上设置有配置为辅助摄像模块52进行布匹反面图像采集的第二光源533。需要说明的是,布匹是由织物相互交叉编织形成的,织物之间具有许多细小的孔隙,并非完全封闭不透光的,因而位于布匹反面的实物背景,会对摄像模块52所采集的布匹正面图像产生干扰。为了消除干扰,故而增设了遮光件53,所述遮光件53可以采用不透光的材质构成如木板、金属板,又或者具有吸光的涂层如黑色涂层,通过设置遮光件53可以有效减少背景噪点,提高图像对比度,使得摄像对布匹正面的图像采集更加准确。The cloth detection device provided in this embodiment is further improved on the basis of the cloth detection device in
请参考图5-8,具体地,所述遮光件53设置在机架1上,且与各摄像模块52的镜头521相对设置,即摄像模块52镜头521与遮光件53是分别位于布匹正面及反面的两侧,所述遮光件53具有与布匹幅宽相匹配的遮光主体531,且所述遮光主体531与安装座51平行布置,至少各所述摄像模块52的镜头521对应有效取景区域内存在对应位置的遮光主体531。可以理解的是,各摄像模块52沿安装座51的长度方向布置,位于安装座51两端的摄像模块52的取景区域分别涵盖了布匹幅宽方向上的边缘,可能存在有不属于布匹的区域,因而有效取景区域指的是对应布匹的取景区域,则只要遮光主体531是设置在有效取景区域内,就可以起到增强布匹正面检测的作用。请参考图5、图9及图10,在本实施例中,所述遮光主体531还具有凹槽532,所述凹槽532的横截面呈U型,所述凹槽532内至少设置有若干个第二光源533,若干所述第二光源533可沿凹槽532的长度方向排布,若干所述第二光源533还可沿凹槽532的宽度进行布置,所述第二光源533与控制系统电连接,且配置为辅助摄像模块52进行布匹反面图像的采集,所述第一光源522亦与控制系统电连接,通过控制系统控制第一光源522与第二光源533的打灯策略,实现摄像模块52对布匹正面及布匹反面的图像采集。Please refer to Figures 5-8, specifically, the shading
当摄像模块52具备第一光源522时,其第一光源522点亮时,所述第二光源533关闭,各个摄像模块52的镜头521所采集的有效取景区域相互叠加形成正向条形集合图像区域;当第二光源533点亮时,所述第一光源522关闭,此时各个摄像模块52的镜头521采集有效取景区域相互叠加所构建的集合图像区域为反向条形集合图像区域;其中正向条形集合图像区域与反向条形集合图像区域相重合的部分为子重叠区域S,通过控制系统设定摄像模块52的拍摄等待时间T4,在预定运行时间T1内,至少保证子重叠区域S能够将布匹向下滑移L1长度的区域进行全覆盖,具体拍摄等待时间T4的设定,请详见下文说明。综上,通过在遮光件53上设置第二光源533,在摄像模块52采集布匹正面图像的基础功能上,使得摄像模块52还能通过与第一光源522、第二光源533的配合具备布匹反面图像采集的功能,大大提高了布匹检测的全面度,有效降低了漏检的概率。When the
当出现布匹检测不良时,需人工对布匹进行处理,为了方便工作人员的操作,进一步地,所述遮光件53被设置成可与机架1之间产生位置调整的活动连接,至少当遮光件53处于第一位置时,其处于摄像模块52的镜头521对应有效取景区域内;当遮光件53处于第二位置时,其从摄像模块52的镜头521对应有效取景区域内移开,方便工人从第一胶辊组2至第二胶辊组3进行上布作业。其中第一位置指的是图像采集模组5正常运作时,所述遮光件53的工作位置,此时遮光主体531处于摄像模块52的镜头521对应有效取景区域内,并与安装座51基本平行,第二位置指的是图像采集模组5停止运作时,人工进行上布过程中,所述遮光件53的放置位置,此时至少保证遮光件53不在摄像模块52的镜头521对应有效取景区域内,以方便操作。When the detection of the cloth is not good, the cloth needs to be processed manually. In order to facilitate the operation of the staff, further, the shading
具体地,所述遮光件53还包括两侧板534,两所述侧板534之间设置有所述遮光主体531,所述侧板534的一端藉由设置在机架1的转轴11与机架1可旋转地枢接,在本实施例中,所述侧板534与机架1枢接的一端具体为侧板534的下端,在所述遮光主体531与侧板534邻接处还开设有连通的开口槽535,所述遮光主体531上的开口部分大于侧板534上的开口部分,所述机架1上设置有紧固件12,通过该紧固件12穿透开口槽535,且使侧板534压紧于机架1,以实现遮光件53被固定在第一位置。其中,所述紧固件12可为与机架1螺纹连接的锁紧螺丝,所述开口槽535是用于遮光件53在绕转轴11旋转的过程中让位紧固件12,所述遮光主体531上的开口部分是用于让位锁紧螺丝的头部,所述侧板534上的开口部分是用于让位锁紧螺丝的杆部,因而所述遮光主体531上的开口部分大于侧板534上的开口部分,此外通过开口槽535的设置,使得遮光件53在进行旋转时,无需拆下紧固件12,只需拧松紧固件12即可,使得操作简单方便。请参考图8,所述机架1上还分别设置有第一限位件13与第二限位件14,所述第一限位件13及第二限位件14分别与侧板534的两侧边相互抵靠限位,使所述遮光件53以转轴11为旋转轴11心,在第一位置及第二位置之间进行切换。所述第一限位件13、第二限位件14为固接于机架1的第一限位螺丝、第二限位螺丝,所述限位螺丝的杆部与机架1螺纹连接,所述限位螺丝的头部配置为与侧板534相抵接。当遮光件53要从第一位置旋转至第二位置时,只需拧松紧固件12,转动遮光件53,使遮光件53绕转轴11旋转,同时锁紧螺丝转出开口槽535,直到遮光的侧边抵靠在第二限位螺丝的头部,即可完成遮光件53在第二位置的限位,无需其他额外操作;当遮光件53要从第二位置旋转至第一位置时,只需转动遮光件53,使遮光件53绕转轴11旋转,直到遮光的侧边抵靠在第一限位螺丝的头部完成初步限位,同时锁紧螺丝转入开口槽535,再拧紧锁紧螺丝,实现对遮光件53的紧固。Specifically, the shading
本实施例还提出一种适用于开幅卷布机的布匹检测方法,适用于上述布匹检测装置,包括以下步骤:This embodiment also proposes a cloth detection method suitable for an open-width cloth winder, which is suitable for the above cloth detection device, including the following steps:
S1:在预定运行时间T1内,基于预设的卷布辊筒4运行速率V,布匹自第一胶辊组2向第二胶辊组3进行输送L1长度,当摄像模块52具备第一光源522时,其第一光源522点亮时,所述第二光源533关闭,此时各个摄像模块52的镜头521所采集的有效取景区域相互叠加形成正向条形集合图像区域;当第二光源533点亮时,所述第一光源522关闭,此时各个摄像模块52的镜头521采集有效取景区域相互叠加形成反向条形集合图像区域;其中正向条形集合图像区域与反向条形集合图像区域相重合的部分为子重叠区域S,通过控制系统设定摄像模块52的拍摄等待时间T4,可以理解的是,拍摄等待时间T4是摄像模块52相邻拍照时间段之间的时间间隔,至少保证子重叠区域S能够将布匹向下滑移L1长度的区域进行全覆盖;S1: within the scheduled running time T1, based on the preset running speed V of the
进一步地,正向条形集合图像区域和反向条形集合图像区域的取景方式包括两种,其中一种是正向条形集合图像区域和反向条形集合图像区域是间隔拍摄等待时间T4分开取景,另一种是正向条形集合图像区域和反向条形集合图像区域连续获取,且再间隔拍摄等待时间T4后循环连续获取。Further, there are two ways of framing the forward strip-shaped set image area and the reverse strip-shaped set image area, one of which is that the forward strip-shaped set image area and the reversed strip-shaped set image area are separated by interval shooting waiting time T4 For framing, the other is continuous acquisition of the forward strip-shaped collection image area and the reverse strip-shaped collection image area, and cyclic continuous acquisition after interval shooting and waiting time T4.
S2:将摄像模块52采集的实时布匹图像传送至控制系统;S2: transmit the real-time cloth image collected by the
所述摄像模块52与控制系统可以通过专用数据线实现数据传输,控制系统可为上位机,配置为处理并显示图像的采集结果,且当出现图像检测不合格时,向外部的电气装置输出反馈指令,使卷布机停机。The
S3:基于预设在控制系统内的合格模板和阈值,其中合格模板指正常生产的无瑕疵的布匹图像,阈值指图像合格的最低相似度数值,与实时布匹图像进行分析比对,计算出实时布匹图像与合格模板的相似度,并将相似度与阈值进行比较;S3: Based on the qualified template and threshold value preset in the control system, the qualified template refers to the normal production of flawless cloth image, and the threshold refers to the minimum similarity value of the qualified image, which is analyzed and compared with the real-time cloth image to calculate the real-time The similarity between the cloth image and the qualified template, and compare the similarity with the threshold;
若相似度大于阈值,则实时布匹图像分析结果为合格,卷布机持续运行;If the similarity is greater than the threshold, the real-time cloth image analysis result is qualified, and the cloth winding machine continues to run;
若相似度小于阈值,则实时布匹图像分析结果为不合格,卷布机停机报警。If the similarity is less than the threshold, the real-time cloth image analysis result is unqualified, and the cloth winding machine stops and alarms.
采用上述方法,在预定运行时间T1内,摄像模块52采集的子重叠区域S可以覆盖布匹输送L1长度的区域,能自动且全面地完成布匹的正面及布匹反面的检测,当检测不合格时,卷布机能自动报警,有效减轻了工人的劳作强度,保证了产品的质量。Using the above method, within the predetermined running time T1, the sub-overlapping area S collected by the
本实施例的布匹检测方法与实施例一布匹检测方法的区别在于:所述摄像模块52进行了布匹正面及反面图像采集,因而摄像模块52的采集策略不同,且当摄像模块52进行布匹反面图像采集时,所述第一光源522与第二光源533的打灯策略与摄像模块52进行布匹正面图像采集时不同。The difference between the cloth detection method in this embodiment and the cloth detection method in
以下结合图14a-图14c、图15a-图15c及图16对步骤S1进行说明:Step S1 will be described below in conjunction with Fig. 14a-Fig. 14c, Fig. 15a-Fig. 15c and Fig. 16:
实际的生产场景中,摄像模块52是固定的,布匹是往下输送的,为了方便分析,假设布匹是静止状态,相应地摄像模块52为向上运动状态。以两个摄像模块52为例,在预定运行时间T1内,摄像模块52上移的速率就相当于是卷布辊筒4运行速率V,预设像模块取景视野单元的视野横向检测距离W、视野纵向检测距离H,其中视野横向检测距离W为镜头521视野中检测区域的实际横向长度,视野纵向检测距离H为镜头521视野中检测区域的实际纵向长度。In the actual production scene, the
步骤S1中的第一种方式:正向条形集合图像区域和反向条形集合图像区域是间隔拍摄等待时间T4分开取景,具体地,根据不同的卷布辊筒4运行速率V和拍摄等待时间T4,以连续四个拍照时间段为例,图14a-图14c中给出了子重叠区域S的三种状态图示,每组图示包括两列集合图像区域,如图14a所示,其中左下角实线框且打左剖面线的区域拍摄的是第一拍照时间段的正向条形集合图像区域,左上角虚线框且打右剖面线的区域拍摄的是第二拍照时间段的反向条形集合图像区域,右下角实线框且打左剖面线的区域拍摄的是第三拍照时间段的正向条形集合图像区域,右上角虚线框且打右剖面线的区域拍摄的是第四拍照时间段的反向条形集合图像区域,在时间顺序上,摄像模块52依次经过了第一拍照时间段、第二拍照时间段、第三拍照时间段及第四拍照时间段,以上四个拍照时间段是连续的拍照时间段,且相邻拍照时间段间隔了一个拍摄等待时间T4,其中第一拍照时间段及第三拍照时间段获取正向条形集合图像区域即拍摄布匹正面图像,第二拍照时间段及第四拍照时间段获取反向条形集合图像区域即拍摄布匹反面的图像,正向条形集合图像区域与反向条形集合图像区域相重合的部分为子重叠区域S如图中网格线所示,即网格线的区域代表该区域同时对布匹的正面及反面进行了拍摄。为了更直接对比对于布匹的覆盖情况,图14a-图14c分成两列,且子重叠区域S仅示出了第一拍照时间段与第二拍照时间段的子重叠区域S、第三拍照时间段与第四拍照时间段的子重叠区域S,由于拆分的关系未示出第二拍照时间段与第三拍照时间段的子重叠区域S,而第二拍照时间段与第三拍照时间段的子重叠区域S、以及最终两列合并的结果请参考图15a-图15c中相应的图示。The first way in step S1: the forward strip-shaped collection image area and the reverse strip-shaped collection image area are separated by interval shooting and waiting time T4, specifically, according to different running speeds V and shooting waiting times of
可以理解的是,预设经过拍摄等待时间T4,摄像模块52上移L3行程,而该行程与摄像模块52的视野纵向检测距离H相对比有以下三种情况:It can be understood that, after the shooting waiting time T4 is preset, the
如图14a、图15a所示,经过两拍摄等待时间T4,摄像模块52上移2*L3行程,其中2*L3>H,摄像模块52以此间隔方式进行四次拍照动作以获取子重叠区域S的图像,其中相邻子重叠区域S之间存在间隙,而间隙的部分无法完全检测到布匹的正面及反面;即会造成漏检;As shown in Figure 14a and Figure 15a, after two shooting waiting times T4, the
如图14b、图15b所示,经过两拍摄等待时间T4,摄像模块52上移2*L3行程,其中2*L3=H,摄像模块52以此间隔方式进行四次拍照动作以获取子重叠区域S的图像,其中相邻子重叠区域S之间刚好没有间隙,则子重叠区域S是刚好不间断的,因而在预设运行时间T1,只要子重叠区域S能够不间断地将布匹向下滑移L1长度的区域进行全覆盖,就不会发生漏检,;As shown in Figure 14b and Figure 15b, after two shooting waiting times T4, the
如图14c、图15c所示,经过两拍摄等待时间T4,摄像模块52上移2*L3行程,其中2*L3<H,摄像模块52以此间隔方式进行四次拍照动作以获取子重叠区域S的图像,其中相邻子重叠区域S之间进一步有重叠,即子重叠区域S的密度更大,更不会发生漏检。As shown in Figure 14c and Figure 15c, after two shooting waiting times T4, the
进一步量化,卷布辊筒4运行速率V、拍摄等待时间T4,在步骤S1中,拍摄等待时间T4的设定进一步包括:To further quantify, the running speed V of the
如图12示出了摄像模块52的拍摄原理,基于预设镜头521与布匹的工作距离WD、摄像模块52的焦距f、与布匹输送方向相平行的摄像模块52芯片靶面的边长h,获取摄像模块52沿布匹传动方向的视野纵向检测距离H=h*WD/f,同理还可根据与布匹幅宽方向相平行的摄像模块52芯片靶面的边长w,获取摄像模块52沿布匹宽度方向的视野横向检测距离W=w*WD/f;Figure 12 shows the shooting principle of the
根据上述三种情况,若要不发生漏检,则在经两个拍摄等待时间T4,布匹的输送长度2*L3,相当上述分析中的摄像模块52的上移行程,应等于或小于视野纵向检测距离H。同理可得,基于卷布辊筒4运行速率V,布匹通过视野纵向检测距离H的时间为T3,则摄像模块52应至少完成两个拍摄等待时间T4,需要说明的是,摄像模块52的拍照时间段用时非常短,当将拍照时间段忽略不计时,两个拍摄等待时间T4可以认为等于T3。即基于预设的卷布辊筒4的运行速率V,摄像模块52的视野纵向检测距离H,获取布匹通过视野纵向检测距离H的时间T3=H/V,当正向条形集合图像区域和反向条形集合图像区域是间隔拍摄等待时间T4分开获取时,所述摄像模块52的拍摄等待时间T4≤T3/2。而当T4=T3/2时,在满足不会发生漏检的情况下,还能使得摄像模块52拍摄的图片数量最少,有利于减少数据量的传输以及减少控制系统的内存占用。According to the above three situations, if missed inspections do not occur, after two shooting waiting times T4, the conveying length of the cloth is 2*L3, which is equivalent to the upward movement of the
以96路针织大圆机的实际生产参数为例,现有针织大圆机一分钟可以转13圈,且针织大圆机转一圈织造的布匹长度为15mm,同时且让针织大圆机转一圈时间内布匹的输送长度为15mm,则在预设运行时间T1为一分钟的时间,针织大圆机布匹的输送长度L1=15*13=195mm,进一步地可得布匹的输送速率为V=195/60=3.25mm/s,预设摄像模块52视野纵向检测距离H=80mm,求得布匹通过视野纵向检测距离80mm的时间T3=H/V=80/3.25=24.6s,则只要拍摄时间间隔T4≤T3/2,即完成布匹正面图像的检测,具体地本实施例中的拍摄时间间隔T4=10s。此外,需要说明的是,相邻的拍摄等待时间T4既可以是相同的数值如都是拍摄等待时间T4都可以10s,也可以不同的数值如一个拍摄等待时间T4是10s,另一个拍摄等待时间T4是5s,只要在预设运行时间T1,子重叠区域S能够将布匹向下滑移L1长度的区域进行全覆盖即可,在此不过多做限制。Taking the actual production parameters of the 96-channel circular knitting machine as an example, the existing circular knitting machine can rotate 13 times in one minute, and the length of the cloth woven by the large circular knitting machine is 15mm. The conveying length of the cloth is 15mm, then the preset running time T1 is one minute, the conveying length of the circular knitting machine cloth is L1=15*13=195mm, further the conveying rate of the cloth can be V=195/60= 3.25mm/s,
如图16所示,在拍摄等待时间T4内,布匹下移了L4行程,步骤S1中的第二种方式:正向条形集合图像区域和反向条形集合图像区域连续获取,且再间隔拍摄等待时间T4后循环连续获取;即摄像模块52在单个拍照时间段对布匹正面进行拍照后立马对布匹反面进行拍照,又或者在单个拍照时间段对布匹反面进行拍照后立马再对布匹正面进行拍照,从而实现布匹正面及布匹反面的连续采集。当然对布匹正面进行拍照后,还可设置△t,再对布匹反面进行拍照,其中△t是留给第一光源522和第二光源533切换的延时,该△t的时长同样非常短。由于拍照的用时很短,且正向条形集合图像区域和反向条形集合图像区域连续获取,因而正向条形集合图像区域与反向条形集合图像区域基本重叠,即正向条形集合图像区域与反向条形集合图像区域重合的子重叠区域S面积,可认为近似于实施例一中的母条形集合图像区域面积,从而此种方式检测方法的防漏检原理与实施例一检测方法的防漏检原理类似,即在摄像模块52的一个拍摄等待时间T4,布匹的输送长度L4应等于或小于视野纵向检测距离H,同理,布匹通过视野纵向检测距离H的时间为T3,拍摄等待时间T4应小于或等于T3。参考实施例一中的检测方法,基于预设的卷布辊筒4的运行速率V,摄像模块52的视野纵向检测距离H,获取布匹通过视野纵向检测距离H的时间T3=H/V,当正向条形集合图像区域和反向条形集合图像区域是连续获取,且再间隔拍摄等待时间T4后循环连续获取时,所述摄像模块52的拍摄等待时间T4≤T3。具体地过程请参考实施例一,在此不在赘述。As shown in Figure 16, within the shooting waiting time T4, the cloth moved down by L4 strokes, the second way in step S1: the forward strip-shaped collection image area and the reverse strip-shaped collection image area are continuously acquired, and then spaced apart After the shooting waiting time T4, the cycle is continuously acquired; that is, the
步骤S1中的第一种方式与第二种方式的联系在于,两种方式都可以有效对布匹正面及布匹反面进行采集,且不会漏检;步骤S1中的第一种方式相比于第二种方式的区别在于,第一种方式中正向条形集合图像区域与反向条形集合图像区域是间隔拍摄等待时间T4采集的,使得第一光源522与第二光源533灯的亮灭切换存在更多缓冲时间,此外,采用第一种方式采集时,摄像模块52在第一个拍照时间段,只能检测到布匹正面图像,因而正向条形集合图像区域去除子重叠区域S的部分无法进行布匹反面的检测,而在第一拍照时间段之后,在各项参数如卷布辊筒4运行速率V、拍摄等待时间T4相适配的情况下,是不会出现漏检的。为了使第一种方式的第一个拍照时间段也能同时检测到布匹正面及布匹反面,可以设置卷布机的开启待机时间或慢启动时间或在第一拍照时间段结合第二种方式,在第一拍照时间段结合第二种方式指的是,在第一拍照时间段直接连续获取正向条形集合图像区域和反向条形集合图像区域后,摄像模块52就开始以第一种方式运行。The connection between the first method and the second method in step S1 is that both methods can effectively collect the front and back of the cloth without missing inspection; the first method in step S1 is compared with the first method The difference between the two methods is that in the first method, the forward strip-shaped collection image area and the reverse strip-shaped collection image area are collected at intervals of shooting time T4, so that the lights of the first
应当理解的是,所有以上的优选实施例都是示例性而非限制性的,本领域技术人员在本申请的构思下对以上描述的具体实施例做出的各种改型或变形都应在本申请的法律保护范围内。It should be understood that all the above preferred embodiments are illustrative rather than restrictive, and that those skilled in the art may make various modifications or variations to the specific embodiments described above under the concept of the application. within the scope of legal protection of this application.
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Also Published As
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TW202403282A (en) | 2024-01-16 |
TWI859962B (en) | 2024-10-21 |
CN115639147A (en) | 2023-01-24 |
CN115639143B (en) | 2024-11-19 |
WO2024012438A1 (en) | 2024-01-18 |
CN117388167A (en) | 2024-01-12 |
CN116124694A (en) | 2023-05-16 |
CN115639147B (en) | 2025-02-14 |
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