The present invention relates to an inspection device and an inspection method for inspecting minute defects and the like in an inspection object (hereinafter referred to as a “sample” in some cases).
Generally, foreign matter such as minute metal, defects, and the like in a sample are inspected using an inspection method suitable for each. In non-destructive inspection, for example, a sample is irradiated with electromagnetic waves, such as X-rays, to detect the transmitted electromagnetic waves. At this time, a difference in the transmittance of the electromagnetic waves occurs depending on the presence or absence of foreign matter or defects in the sample, the material, or the like. By detecting the difference and generating a two-dimensional image, the internal condition of the sample can be inspected.
Inline inspection, in which inspection is simultaneously performed while manufacturing is performed in a flow operation, is known as a useful means for reducing takt time. For example, there is known a device in which, when an X-ray inspection device is used to detect foreign matter and the like in a sample, and inline inspection is performed, an X-ray source and an X-ray detector with linearly arranged pixels are disposed facing each other to sandwich the surface on which the sample is placed, in a straight line substantially orthogonal to the surface, as the sample is moved in a predetermined direction by a conveyance means. With this device, image data can be acquired at a cycle corresponding to the conveyance speed of the sample, and linear X-ray transmission images generated based on the image data can be sequentially arrayed and composed to generate a two-dimensional image of the sample (cf. Patent Document 1).
In the inline inspection process described above, an inspection device and an inspection method capable of accurately inspecting minute defects with high resolution in a short time are desired. As for inline inspection using electromagnetic waves such as X-rays, a method has been proposed in which a radiation source and a detector are fixed, a sample is conveyed therebetween, and inspection is performed, as shown in Patent Documents 1, 2, and 3. However, when a plurality of defects overlaps in a line connecting the X-ray and the detector, the defects may be detected as a single defect, and defect information such as the number, size, and position of the defects may become inaccurate, leading to erroneous quality determination.
Although a higher conveyance speed of the sample is desirable for enhancing productivity, a high-speed scan rate detector capable of performing high-speed signal processing is required to obtain good images. In Patent Document 2, a technique of sharing the way to read data from a detection element of the detector is used to support high-speed inspection. However, when an image is acquired at high speed, information can only be acquired in a short time, and the amount of electromagnetic waves per output is small, resulting in a dark image with a low signal-to-noise ratio (S/N). Patent Document 3 proposes that a determination region is set in advance, and data is transferred and processed only for pixels corresponding to the region. However, even if these techniques are used, there is a limit in achieving both the high sample conveyance speed and the high sensitivity. The requirements on the detector become more stringent with the increase in the sample conveyance speed and the accuracy pursued in the inspection image. Furthermore, in the case of X-ray inspection, the condition of the afterglow characteristics of a scintillator, which is a phosphor that converts X-rays into visible light, also becomes more stringent, making it even more difficult to achieve all the high speed, high sensitivity, high S/N, and high resolution.
In Patent Document 4, the detector can follow high-speed conveyance by performing imaging while moving in the traveling direction of the sample, thereby reducing the relative speed difference between the detector and the sample. In practice, when the detector performs imaging while being transferred, image afterimages are reduced, improving temporal resolution. However, in the case of a low-contrast defect where the defect has high transmittance to electromagnetic waves and is difficult to differentiate from the surrounding normal portion, detecting the defect is difficult. When the sample conveyance speed is further increased, the entire image becomes darker, and noise, which is the roughness of the image, worsens relative to the overall brightness; that is, the S/N becomes lower. Therefore, detecting a low-contrast defect becomes even more difficult. Although there is a method of increasing the exposure time to brighten the image, this results in a decrease in temporal resolution, resulting in a trade-off between temporal resolution and S/N.
In view of the above problems, an object of the present invention is to provide an inspection device capable of inspecting a sample conveyed at high speed with high resolution, high sensitivity, high S/N, and high accuracy.
An inspection device of the present invention that solves the above problems includes at least: a conveyance mechanism that conveys a sample to be inspected; a radiation source that radially irradiates a region through which the conveyed sample passes with radiation; a detector that is disposed to be able to detect radiation transmitted through the conveyed sample and converts the detected radiation into an electrical signal; a movement mechanism that moves the detector along a direction in which the sample is conveyed by the conveyance mechanism; and a determination means that determines presence or absence of a defect in the sample based on image information on the sample from the detector obtained during a period when the sample passes through the region, and based on movement information on the sample from the conveyance mechanism. The inspection device is preferably an inspection device in which the conveyance mechanism and the movement mechanism move the sample and the detector such that a ratio Vd/Vw of Vd to Vw is twice or less than a ratio (FDD/FOD) of a distance (FDD) between the radiation source and the detector to a distance (FOD) between the radiation source and the sample, where Vw represents a speed of movement of the sample by the conveyance mechanism, and Vd represents a speed component of movement of the detector by the movement mechanism in the same direction as a movement direction of the sample.
The inspection device is further preferably an inspection device including: a thickness-measuring instrument that measures a thickness of a sample; and a calculation means that calculates a position of a defect in the sample based on thickness information on the sample measured by the thickness-measuring instrument and image information on the sample from the detector.
According to the present invention, it is possible to convey a sample at high speed beyond the restriction on the conveyance speed caused by the scan rate of the detector, providing the effect of obtaining an image with high sensitivity, high S/N, and high resolution and inspecting minute defects with high accuracy.
The present invention will be described below with reference to the drawings, using an inspection with an X-ray generator as a radiation source as an example. However, specific examples described below illustrate and describe one embodiment of the present invention, and the present invention is not to be construed as being limited to these specific examples. For example, it can be easily understood that the present invention is applicable to another radiation source as long as the radiation source can transmit a sample. It is evident that the specific examples described below can be modified and implemented without departing from the spirit of the present invention.
As the most typical example, an example will be described where, while the sample is conveyed, the radiation source and the detector are disposed across the sample conveyance surface, and the sample conveyance surface is parallel to the detector movement line. Here, the distance between the X-ray focal point, which is the divergence point of the X-ray beam, and the detector when the distance becomes the shortest is referred to as the focus-to-detector distance (FDD), and the distance between the X-ray focal point and the sample when the distance becomes the shortest is referred to as the focus-to-object distance (FOD) (cf.
The thickness measurement sensor 7 is used to accurately obtain the surface position of the sample. As for this sensor, a plurality of sensors may be arranged in a direction where an increase in the number of measurement points is desired, or a single sensor capable of measuring multiple points may be used. The thickness measurement sensor is installed, for example, at a position upstream of the sample conveyance belt, and measurement is performed sequentially as samples are conveyed. As the measuring instrument, a laser triangulation type displacement meter, a laser interferometer, an ultrasonic distance meter, an eddy current type displacement sensor, a stylus type displacement meter, or the like is used. However, the laser triangulation type displacement meter is preferable from the viewpoint of being able to perform measurement in a non-contact manner, being less likely to be affected by the material of the inspection object, being easy to realize a response speed and multipoint measurement, and the like. Specifically, a method called a light-cutting method is preferable, in which a sample is irradiated with linear light generated by a laser light source or the like, and the trajectory of reflected/scattered light according to the surface shape of the sample is acquired as a height profile. The measuring instrument measures the thickness of the sample by reading the position of the trajectory of the light with a light-receiving means such as an image sensor and quantifying the trajectory as the surface shape of the sample surface.
In the inspection device of the present invention, the radiation source is not particularly limited as long as the radiation source can emit radiation transmittable through a sample, but a radiation source that generates an electromagnetic wave is desirable because handling is simple and high measurement accuracy can be expected, and, in particular, an X-ray source is preferably used. The X-ray source that can be used is not particularly limited, and a known X-ray source can be used. As an example, it is preferable to use a micro-focus X-ray tube as the X-ray source, where the size of the X-ray focal point, which is the divergence point of the X-ray beam, is 50 μm or less. The tube voltage of the X-ray tube is not particularly limited. Note that the radiation source may be a radiation source capable of performing irradiation with other types of radiation, such as gamma rays and neutron rays, or electromagnetic waves instead of X-rays, depending on the type of sample, inspection mode, and the like. The radiation source performs radial irradiation from a point light source that is a divergence point.
The detector has a function of detecting radiation emitted from the radiation source and converting the radiation into an electrical signal. There is no particular limitation as long as the element detects the emitted radiation and generates an output according to the detected intensity. Taking the case where the radiation with which the sample is irradiated is X-rays as an example, a detector element of the type described below can be applied: an indirect conversion type detection element that converts X-rays into visible rays using a scintillator and then receives the visible rays with a photodiode to generate an output; or a direct conversion type detection element using a semiconductor such as an amorphous semiconductor (a-Se) or cadmium telluride (CdTe) that converts X-rays directly into an electrical signal to generate an output.
A plurality of detectors may be arranged, and examples of the detectors to use include: a line sensor with elements arranged on a straight line; a time delay integration (TDI) sensor; a detector including a light-receiving element such as a charge-coupled device (CCD) image sensor or a complementary metal-oxide-semiconductor (CMOS) image sensor with elements arranged in a planar shape; and a general-purpose two-dimensional X-ray detector flat-panel detector (FPD). Compared to the direct conversion type detector, the indirect conversion type FPD has no restrictions on usable temperature and the like and is excellent in mechanical strength. Therefore, the indirect conversion type X-ray detector is excellent in handleability. Furthermore, the indirect conversion type FPD preferably includes a cellular scintillator. In the indirect conversion type FPD, a scintillator panel is used to convert radiation into visible light. The scintillator panel includes a phosphor that emits X-rays such as cesium iodide (CsI). The phosphor emits visible light according to the emitted X-rays; the emitted light is converted into an electrical signal by a thin film transistor (TFT), a CCD, or a CMOS; and the electrical signal is transferred, whereby X-ray information can be converted into digital image information. However, in the indirect conversion type FPD, when the phosphor emits light, the sharpness of the image tends to be low due to a cause such as scattering of visible light by the phosphor itself. On the other hand, the FPD employing the adopted cellular scintillator is filled with phosphor in cells partitioned by partition walls, thus making it possible to suppress the effects of visible light scattering. As a result, the FPD including the cellular scintillator has high sharpness and can detect minute defects and defect positions with high accuracy. From the viewpoint that a cellular scintillator with a large area and high sharpness can be easily formed, it is further preferable to use a cellular scintillator prepared by processing a partition wall by photolithography using a photosensitive paste.
In the present invention, it is preferable to use a flexible detector that can be curved and has flexibility. Taking a flat-panel detector as an example, the flexible detector can be obtained by disposing a detection unit with pixels arranged in a matrix on a substrate formed of a bendable flexible resin or the like. In each pixel, for example, a photodiode that allows a current corresponding to the total amount of energy of the received electromagnetic wave to flow, a pixel circuit that controls the driving of the photodiode, and the like are arranged. As a result, an electrical signal corresponding to the total amount of received energy can be output from each pixel to the control unit.
The inspection device of the present invention includes a movement mechanism that moves the detector along the direction in which the sample is conveyed by the conveyance mechanism. Including such a movement mechanism as described later enables inspection with high resolution, high sensitivity, and high S/N even at high speed. The movement mechanism preferably includes an endless annular conveyance belt, and the detector is disposed on this conveyance belt to perform inspection.
As a specific aspect, referring to
In the imaging by the detector, for example, the imaging start timing is set for each row of pixels arranged in a direction (X direction) parallel to the conveyance belt surface and perpendicular to the movement direction of the detector, and image acquisition is started at the timing when a row of a certain pixel enters a region irradiated with radiation from the radiation source, and image acquisition is terminated at the timing when the row becomes out of the irradiation range. Image data during the image acquisition period is temporarily stored in a storage device provided in the detector, and the image data is transmitted to an external receiver when image acquisition is terminated. The timings for the start and end of image acquisition can be known by disposing sensors capable of detecting the passage of the detector upstream and downstream of the irradiation region and detecting the detector.
The determination means for determining the presence or absence of a defect includes a means (image information acquisition means, image composition means) that is connected to the detector, acquires the image information on the sample from the detector together with movement information on the sample from the conveyance mechanism, detects a defect present in the sample in the irradiation region, and generates a mapping image in which the position of the defect is specified during the time when the sample is in the irradiation region. The determination means preferably includes a means for acquiring the information from the thickness-measuring instrument and further acquiring information in the sample thickness direction by calculation. The determination means includes a defect candidate detection means for calculating a defect candidate from the acquired image, and a means for determining whether the defect candidate corresponds to the defect.
The signal obtained by converting radiation detected by a detector pixel 11 into an electrical signal is output with the intensity of the detected radiation as a luminance value. The luminance value is high (bright) in the pixel with strong detection and the luminance value is small (dark) in the pixel with weak detection. Assuming that the size of the detector pixel 11 is P [mm] and the resolution to be obtained is Re [mm], it is necessary to set a magnification factor M such that Re=P/M, as shown in
It is possible to compose an image of the sample at a certain time from the intensity signal from the detector pixel 11 disposed in the detector 10 and the sample position information from the sample conveyance mechanism. When there is a defect in the sample, the defect is recognized as a contrast difference.
For example, a case where defects 15-(1), 15-(2), and 15-(3) of different sizes and shapes are in a certain region in the sample, as shown in
As another application method, based on the movement behavior of the images of the plurality of defects, the images at other acquisition times are shifted by the movement amount of the defects and superimposed with the image at a certain time as the center. As a result, images of defects present at a depth of interest overlap each other, making it possible to obtain a large signal intensity and detect even low-contrast defects. Specifically, for example, as shown in
Defect candidates are extracted from a composite image obtained by the above image composition method, and a defect is detected using a luminance threshold in a bright direction and a luminance threshold in a dark direction, which can separate the defect candidate from a portion other than the defect candidate. In the detection of the defect candidates, the region satisfying the threshold may be narrowed down by the size of the detection region or may be narrowed down by the feature value of the detection shape. For example, if it is known that the defective foreign matter has an elongated shape in a specific direction due to a certain process, the direction (angle) of the detected shape and its thinness (aspect ratio) may be narrowed down as the feature value. A spatial filter or the like may be used prior to detection at the luminance threshold. The defect determination is performed by these methods.
Hereinafter, the present invention will be described more specifically with reference to examples, but the present invention is not limited thereto and is not to be construed as being limited to these examples. Materials and devices used in Examples are shown below.
A cylinder made of SUS304 with a diameter of 50 μm and a height of 50 μm was bonded as a foreign matter equivalent 18 to a commercially available polyethylene terephthalate film using an epoxy resin, with the bottom surface (or upper surface) as a bonding surface, to obtain an inspection object (manufactured by Toray Precision Co., Ltd.).
X-ray imaging was performed by installing a commercially available X-ray tube (L9181-02, manufactured by Hamamatsu Photonics K.K.), a commercially available X-ray TDI camera (C12300-121, manufactured by Hamamatsu Photonics K.K.), a commercially available linear stage 1 (LEFB32T-1200-S5C5183, manufactured by SMC Corporation) for conveying an inspection object, and a commercially available linear stage 2 (L40B1150-N2-KM02 X-MCC2-KX14B, manufactured by Zaber Technologies Inc.) for conveying an X-ray TDI camera. The X-ray tube, the X-ray TDI camera, the linear stage 1, and the linear stage 2 were installed so that a distance FDD from the focal point of the X-ray tube to the X-ray TDI camera was 325 mm and a distance FOD from the focal point of the X-ray tube to the inspection object was 95 mm (cf.
Then, the inspection object was placed on the linear stage 1, and the X-ray TDI camera was placed on the linear stage 2. The X-ray tube was irradiated with X-rays at a tube voltage of 40 kV and a tube current of 75 μA. With a movement speed Vw of the linear stage 1 and a movement speed Vd of the linear stage 2 under conditions described in Table 1, the respective stages were operated and images were captured by an X-ray TDI camera.
In the image captured by the above device, a minimum luminance So of a portion where the foreign matter equivalent was captured, an average luminance Sb of a portion where the foreign matter equivalent was not captured, and a standard deviation σb of the luminance of the portion where the foreign matter equivalent was not captured were measured. Note that Sb and σb were measured from arbitrarily selected 400 pixels in the image, excluding the place where the foreign matter equivalent was placed and its vicinity (20 pixels square (approximately 280 μm×280 μm in this example). The luminance was captured by an X-ray TDI camera, and the amount of signal of the output X-ray image was used. Table 1 shows the results for the contrast-to-noise ratio (CNR), which is a value obtained by dividing the contrast C, the absolute value of the difference between So and Sb, by σb. A higher value of CNR indicates that the signal intensity contrast of the inspection object is greater than the noise in the portion without the inspection object and is easier to detect.
According to the present invention, since the transmission image is acquired while the detector is moved in the same direction as the movement direction of the sample, a projection image with high temporal resolution can be obtained even with a detector at a low scan rate. Images captured at various irradiation angles from the point light source are acquired at a plurality of positions, whereby even when a plurality of defects overlaps in a linear shape connecting the radiation source and the detector, the defects can be separated and extracted. Furthermore, even a low-contrast defect can be inspected as a large signal from a plurality of images at high speed and with high accuracy.
Number | Date | Country | Kind |
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2022-058034 | Mar 2022 | JP | national |
Filing Document | Filing Date | Country | Kind |
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PCT/JP2023/007539 | 3/1/2023 | WO |