WO2015172466A1 - Marketable security authenticity testing method and related device - Google Patents

Marketable security authenticity testing method and related device Download PDF

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Publication number
WO2015172466A1
WO2015172466A1 PCT/CN2014/085913 CN2014085913W WO2015172466A1 WO 2015172466 A1 WO2015172466 A1 WO 2015172466A1 CN 2014085913 W CN2014085913 W CN 2014085913W WO 2015172466 A1 WO2015172466 A1 WO 2015172466A1
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securities
image
detected
magnetic
composite image
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PCT/CN2014/085913
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French (fr)
Chinese (zh)
Inventor
俞路
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苏州保瑟佳货币检测科技有限公司
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Publication of WO2015172466A1 publication Critical patent/WO2015172466A1/en

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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/20Testing patterns thereon
    • G07D7/202Testing patterns thereon using pattern matching
    • G07D7/2041Matching statistical distributions, e.g. of particle sizes orientations

Definitions

  • the invention belongs to the technical field of authenticity inspection, and in particular relates to a method for authenticity verification of valuable securities and related devices.
  • the authenticity test for valuable securities is mainly divided into two types: image detection and magnetic detection.
  • the magnetic detection mainly detects whether a certain area or some areas of the securities have magnetic properties and magnetic strength.
  • the counterfeiters can easily smear the magnetic powder materials on the magnetic regions of the securities to falsify the securities.
  • an object of the present invention is to provide a method for authenticating and verifying securities and related devices, which can improve the accuracy of the test results.
  • the present invention provides a method for authenticity verification of a valued security, comprising:
  • scanning the magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities comprises: scanning a magnetic distribution of the magnetic regions of the detected securities to obtain a magnetic distribution of the magnetic regions of the securities Image; optically scanning the detected value document to obtain a light image of the value document includes optically scanning the magnetic region of the detected value document to obtain a light image of the magnetic region of the value document.
  • the above verification method may further comprise: determining a location of a magnetic region of the value document.
  • comparing the composite image of the detected securities with the pre-stored composite image of the real securities includes:
  • the composite image of the detected securities is compared with the previously stored composite image of the corresponding type of real securities according to the type of the securities to be detected.
  • the composite image of the detected securities is compared with the composite image of the pre-stored real securities, and determining whether the image features of the two match includes:
  • the texture features of the composite image of the detected securities are compared with the texture features of the composite image of the pre-stored real securities, and whether the texture features of the two match are determined.
  • Another aspect of the present invention also provides an authenticity verification device for a securities, the device comprising:
  • a magnetic distribution image scanning unit for scanning a magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities
  • An optical scanning unit for optically scanning the detected securities to obtain a light image of the securities
  • An image synthesizing unit configured to cross-overlap the magnetic distribution image and the optical image to obtain a composite image of the detected securities
  • an image comparison unit configured to compare the composite image of the detected securities with the pre-stored composite image of the real securities, determine whether the image features match, and if so, determine that the detected securities are Really valuable securities; otherwise, it is determined that the tested securities are fake securities.
  • the optical scanning unit comprises:
  • a visible light emitter for emitting visible light to the detected security
  • the light receiver is configured to receive the reflected light reflected back from the detected value document to obtain a visible light image signal of the detected value document.
  • the device further includes a first amplifier and a first analog to digital converter connected in sequence;
  • a first amplifier for amplifying a signal of the optical image output by the optical scanning unit
  • the first analog-to-digital converter is configured to perform analog-to-digital conversion on the signal of the amplified optical image output by the first amplifier, and output the signal to the image synthesizing unit.
  • the device further includes a second amplifier and a second analog to digital converter connected in sequence;
  • a second amplifier for amplifying a signal of the magnetic distribution image output by the magnetic distribution image scanning unit
  • the second digital-to-analog converter is configured to perform analog-to-digital conversion on the signal of the amplified magnetic distribution image output by the second amplifier, and output the signal to the image synthesizing unit.
  • the image comparison unit is configured to compare the texture features of the composite image of the detected securities with the texture features of the composite image of the pre-stored real securities, and determine whether the texture features of the two match.
  • a magnetic distribution image and a light image of the detected securities are acquired, and the two images are subjected to cross-overlap processing to obtain a composite image, and an image of the contract image of the composite image and the real securities is obtained. Whether the feature matches and judges the authenticity of the securities, the detection result is more accurate than the magnetic detection method in the prior art.
  • FIG. 1 is a schematic flow chart of an embodiment of an authenticity verification method for a securities provided by the present invention
  • FIG. 2 is a schematic diagram of an embodiment of an authenticity verification apparatus for a securities provided by the present invention
  • FIG. 3 is a schematic diagram of a specific implementation of the authenticity verification apparatus for the securities in the embodiment of FIG.
  • FIG. 1 is a schematic flow chart of an embodiment of an authenticity verification method for a securities provided by the present invention.
  • the securities include, but are not limited to, banknotes, vouchers, and the like.
  • the method is as follows:
  • Step S101 Scanning the magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities.
  • the magnetic detection in the prior art only detects the presence or absence of magnetic properties in the region, and in the embodiment of the invention, the magnetic distribution of the securities is scanned to obtain a magnetic distribution image.
  • a full-scale magnetic distribution scan can be performed on the detected securities to obtain a full-scale magnetic distribution image.
  • the valuable securities are often only a part of the area.
  • consideration may be considered. Only the magnetic distribution of the magnetic region of the detected securities is scanned to obtain a magnetic distribution image of the magnetic region of the securities.
  • the method may further comprise the step of determining the position of the magnetic region of the value document, the problem being solved at least Two schemes, one scheme is: directly searching for the position of the magnetic region corresponding to the current type of securities according to the information of the magnetic region positions of the various securities obtained, for example, the magnetic region position of the 5-yuan denomination banknote And the magnetic region position of the 10-yuan denomination banknote is known in advance, so that when a 5-yuan denomination banknote is actually scanned for magnetic distribution, the position of the magnetic region of the banknote can be quickly known; another solution is to determine while scanning.
  • the method of scanning the valuable securities progressively defining the boundary where the magnetic distribution is scanned as the boundary of the magnetic region, thereby obtaining the information of the magnetic region, and the boundary of the magnetic distribution may be the smallest rectangle capable of enclosing the magnetic distribution.
  • the area can also be defined as the area between the first occurrence of magnetic lines and the last occurrence of magnetic lines.
  • Step S102 Optically scanning the detected securities to obtain a light image of the securities.
  • the optical scanning here can be done by using visible light or by using invisible light (such as infrared light, ultraviolet light, etc.).
  • a specific implementation manner is: performing optical scanning of visible light on the detected securities to obtain a visible light image of the detected securities.
  • step S101 If the full-scale magnetic distribution image is scanned for the detected valuable securities in step S101 to obtain a full-width magnetic distribution image, then in step S102, the detected valuable securities are also subjected to full-width optical scanning to obtain a full-width optical image. If the magnetic distribution of the magnetic region of the detected securities is scanned in step S101, the magnetic region of the detected securities is also optically scanned in step S102 to obtain the light of the magnetic region of the securities. image.
  • steps S101 and S102 it is not necessary to generate a real image in steps S101 and S102, and it is possible to scan an image signal, such as a signal of a light image or a signal of a magnetic distribution image.
  • an image signal such as a signal of a light image or a signal of a magnetic distribution image.
  • Step S103 The magnetic distribution image obtained in step S101 is subjected to cross-overlap processing with the optical image obtained in step S102 to obtain a composite image of the detected valuable securities.
  • an area of the securities is optically scanned to obtain an avatar whose light image is a person
  • the magnetic distribution of the area of the securities is scanned to obtain a magnetic distribution image of the area, and then the optical image and magnetic distribution thereof are obtained.
  • the image is subjected to cross-overlap processing to obtain a magnetic distribution image at an arbitrary position of the avatar.
  • the texture feature of a point on the composite image obtained in this step contains the magnetic distribution feature of the point and the characteristics of the light image of the point.
  • Step S104 Comparing the synthesized image of the detected securities with the composite image of the pre-stored real securities, determining whether the image features match, and if so, determining that the detected securities are genuinely valuable. Securities; otherwise, it is determined that the detected securities are false securities.
  • the texture features of the composite image of the detected securities are compared with the texture features of the pre-stored composite image of the real securities. , to determine whether the image features match.
  • the scanning resolution of the magnetic distribution image and the light image acquisition can meet certain requirements, for example, 50-100 DPI.
  • the composite image of the detected securities may be compared with the pre-stored composite image of the corresponding class of real securities according to the type of the securities to be detected, and the image is judged. Whether the features match.
  • the categories referred to here generally refer to categories that are relatively easy to distinguish with the naked eye without relying on the detection of smart devices.
  • securities can be classified according to country: RMB, French currency, US dollar, etc.
  • RMB French currency
  • US dollar etc.
  • RMB 5 yuan a variety of categories can be combined, such as RMB 5 yuan. This can be easily distinguished from the naked eye, and then it can be compared with a pre-stored composite image of 5 yuan of real securities.
  • the authenticity verification method of the securities in this embodiment acquires the magnetic distribution image and the light image of the detected securities, and cross-overlaps the two images to obtain a composite image, and the composite image and the real securities are Whether the image features of the contract image match and judge the authenticity of the securities, the detection result is more accurate than the magnetic detection method in the prior art.
  • the apparatus includes: a magnetic distribution image scanning unit 201, an optical scanning unit 202, and an image synthesis unit. 204 and image comparison unit 203.
  • the magnetic distribution image scanning unit 201 scans the magnetic distribution of the detected securities to obtain a magnetic distribution image of the valuable securities.
  • a full-scale magnetic distribution scan can be performed on the detected securities to obtain a full-scale magnetic distribution image.
  • the valuable securities are often only a part of the area.
  • consideration may be considered. Only the magnetic distribution of the magnetic region of the detected securities is scanned to obtain a magnetic distribution image of the magnetic region of the securities.
  • the magnetic region determining unit 205 can also be added for determining the magnetic region position of the value document.
  • the magnetic region determining unit 205 determines the location by at least two types.
  • One solution is to directly find the location of the magnetic region corresponding to the current value of the securities according to the information of the magnetic region positions of the various securities that have been obtained.
  • the magnetic region position of the 5-yuan denomination banknote and the magnetic region position of the 10-yuan denomination banknote are known in advance, so that when a 5-yuan denomination banknote is actually scanned for magnetic distribution image, the magnetic region of the banknote can be quickly known.
  • Position another scheme is to determine the side by scanning: that is, scanning the securities on a line-by-line basis, and defining a boundary of the magnetic distribution image as a boundary of the magnetic region, thereby obtaining information of the magnetic region, the magnetic distribution image
  • the boundary may be the smallest rectangular area capable of encasing the magnetic distribution image, or may be defined as the area between the first occurrence of the magnetic line and the last occurrence of the magnetic line.
  • Optical scanning unit 202 optically scans the detected value document to obtain a light image of the value document.
  • the optical scanning here can be done by using visible light or by using invisible light (such as infrared light, ultraviolet light, etc.).
  • the optical scanning unit 202 includes a visible light generator and a light receiver, wherein the visible light emitter emits visible light to the detected securities, and the light receiver receives reflections reflected from the detected valuable securities. Light, the visible light image signal of the detected securities is obtained.
  • the image synthesizing unit 204 cross-overlaps the magnetic distribution image obtained by the magnetic distribution image scanning unit 201 and the optical image obtained by the optical scanning unit 202 to obtain a composite image of the detected valuable securities.
  • the image comparison unit 203 compares the composite image of the detected securities with the composite image of the pre-stored real securities, determines whether the image features match, and if so, determines that the detected securities are true. Securities; otherwise, it is determined that the tested securities are false securities.
  • the image matching unit 203 passes the texture image of the composite image of the detected security document and the composite image of the pre-stored real securities.
  • the texture features are compared to determine whether the image features of the magnetic distribution image and the light image match.
  • Fig. 3 is a block diagram showing a concrete implementation of the authenticity checking apparatus for the securities in the embodiment of Fig. 2.
  • the apparatus includes a casing 35, and a magnetic distribution image scanning unit 201' and an optical scanning unit 202' are arranged side by side along the width direction of the casing, and the magnetic distribution image scanning unit 201' is adjacent to the banknote exit direction.
  • the optical scanning unit 202' is in the direction of the banknote entrance.
  • the banknote 4 enters the authenticity check device from the entrance close to the side of the optical scanning unit 202', and performs optical scanning and magnetic distribution image scanning.
  • the magnetic distribution image scanning unit 201' and the optical scanning unit 202' can be regarded as a combined sensor.
  • the image synthesizing unit and the image matching unit are integrated in the CPU 203'.
  • the optical image signal output from the optical scanning unit 202' is sequentially subjected to amplification by the first amplifier 31 and analog-digital conversion by the first analog-to-digital converter 32, and then output to the CPU 203'.
  • the magnetic distribution image signal output from the magnetic distribution image scanning unit 201' is sequentially subjected to amplification by the second amplifier 33 and analog-digital conversion by the second digital-to-analog converter 34, and then output to the CPU 203'.
  • the apparatus includes other mating units, such as rollers 36, to drive the securities forward.

Abstract

Disclosed are a marketable security authenticity testing method and related device, the method comprising: scanning the magnetism distribution of a tested marketable security to obtain the magnetism distribution image of the marketable security, and conducting optical scanning on the tested marketable security to obtain the optical image of the marketable security; overlapping the magnetism distribution image and the optical image to obtain the composite image of the marketable security; comparing the composite image of the tested marketable security with a pre-stored composite image of an authentic marketable security to determine whether image features match; if yes, then determining that the tested marketable security is an authentic marketable security; if not, then determining that the tested marketable security is a fake marketable security.

Description

一种有价证券的真伪检验方法及相关装置  Method for authenticity verification of valuable securities and related device
技术领域Technical field
本发明属于真伪检验技术领域,尤其涉及一种有价证券的真伪检验方法及相关装置。The invention belongs to the technical field of authenticity inspection, and in particular relates to a method for authenticity verification of valuable securities and related devices.
背景技术Background technique
目前对例如钞票等有价证券的真伪检验主要分成两种:图像检测和磁性检测。其中磁性检测主要检测有价证券的某个或某些区域有无磁性以及磁性强弱。这实际上只对有价证券的磁性区域有无磁性进行特征性检测,造假者完全可以十分容易地将磁粉类的物质涂抹在有价证券的磁性区域上来伪造有价证券。At present, the authenticity test for valuable securities such as banknotes is mainly divided into two types: image detection and magnetic detection. Among them, the magnetic detection mainly detects whether a certain area or some areas of the securities have magnetic properties and magnetic strength. In fact, only the magnetic properties of the securities of the securities are characteristically detected, and the counterfeiters can easily smear the magnetic powder materials on the magnetic regions of the securities to falsify the securities.
因此现有技术中的有价证券真伪检验方法可容易被造假者克服,检验的准确度有待提高。Therefore, the authenticity verification method of the securities in the prior art can be easily overcome by the counterfeiter, and the accuracy of the inspection needs to be improved.
发明内容Summary of the invention
有鉴于此,本发明的目的在于提供有价证券的真伪检验方法及其相关装置,能够提高检验结果的准确度。In view of the above, an object of the present invention is to provide a method for authenticating and verifying securities and related devices, which can improve the accuracy of the test results.
为实现上述目的,本发明提供一种有价证券的真伪检验方法,包括:To achieve the above object, the present invention provides a method for authenticity verification of a valued security, comprising:
对被检测的有价证券的磁分布进行扫描得到有价证券的磁分布图像并对被检测的有价证券进行光学扫描得到有价证券的光图像;Scanning the magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities and optically scanning the detected securities to obtain a light image of the securities;
将磁分布图像与光图像进行交叉重叠处理,得到有价证券的合成图像;以及Performing a crossover process on the magnetic distribution image and the light image to obtain a composite image of the securities;
将被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对,判断两者的图像特征是否匹配,如果匹配,则判定被检测的有价证券为真的有价证券;否则,判定被检测的有价证券为假的有价证券。Comparing the composite image of the detected securities with the pre-stored composite image of the real securities, determining whether the image features of the two match, and if so, determining that the detected securities are genuinely valuable Securities; otherwise, it is determined that the tested securities are false securities.
优选的,对被检测的有价证券的磁分布进行扫描得到有价证券的磁分布图像包括:对被检测的有价证券的磁性区域的磁分布进行扫描得到有价证券的磁性区域的磁分布图像;对被检测的有价证券进行光学扫描得到有价证券的光图像包括:对被检测的有价证券的磁性区域进行光学扫描得到有价证券的磁性区域的光图像。Preferably, scanning the magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities comprises: scanning a magnetic distribution of the magnetic regions of the detected securities to obtain a magnetic distribution of the magnetic regions of the securities Image; optically scanning the detected value document to obtain a light image of the value document includes optically scanning the magnetic region of the detected value document to obtain a light image of the magnetic region of the value document.
优选的,上述验证方法还可以包括:确定有价证券的磁性区域的位置。Preferably, the above verification method may further comprise: determining a location of a magnetic region of the value document.
优选的,将被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对包括:Preferably, comparing the composite image of the detected securities with the pre-stored composite image of the real securities includes:
根据被检测的有价证券的种类,将被检测的有价证券的合成图像与预先存储的对应种类的真实有价证券的合成图像进行比对。The composite image of the detected securities is compared with the previously stored composite image of the corresponding type of real securities according to the type of the securities to be detected.
优选的,将被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对,判断两者的图像特征是否匹配包括:Preferably, the composite image of the detected securities is compared with the composite image of the pre-stored real securities, and determining whether the image features of the two match includes:
将被检测的有价证券的合成图像的纹理特征与预先存储的真实有价证券的合成图像的纹理特征进行比对,判断两者的纹理特征是否匹配。The texture features of the composite image of the detected securities are compared with the texture features of the composite image of the pre-stored real securities, and whether the texture features of the two match are determined.
本发明另一方面还提供了一种有价证券的真伪校验装置,装置包括:Another aspect of the present invention also provides an authenticity verification device for a securities, the device comprising:
磁分布图像扫描单元,用于对被检测的有价证券的磁分布进行扫描得到有价证券的磁分布图像;a magnetic distribution image scanning unit for scanning a magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities;
光学扫描单元,用于对被检测的有价证券进行光学扫描得到有价证券的光图像;An optical scanning unit for optically scanning the detected securities to obtain a light image of the securities;
图像合成单元,用于将磁分布图像与光图像进行交叉重叠处理,得到被检测的有价证券的合成图像;An image synthesizing unit configured to cross-overlap the magnetic distribution image and the optical image to obtain a composite image of the detected securities;
图像比对单元,用于将被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对,判断图像特征是否匹配,如果匹配,则判定被检测的有价证券为真的有价证券;否则,判定被检测的有价证券为假的有价证券。And an image comparison unit configured to compare the composite image of the detected securities with the pre-stored composite image of the real securities, determine whether the image features match, and if so, determine that the detected securities are Really valuable securities; otherwise, it is determined that the tested securities are fake securities.
优选的,光学扫描单元包括:Preferably, the optical scanning unit comprises:
可见光发射器,用于向被检测的有价证券发射可见光;a visible light emitter for emitting visible light to the detected security;
光接收器,用于接收从被检测的有价证券反射回的反射光,得到被检测的有价证券的可见光图像信号。The light receiver is configured to receive the reflected light reflected back from the detected value document to obtain a visible light image signal of the detected value document.
优选的,装置还包括依次相连的第一放大器和第一模数转换器;Preferably, the device further includes a first amplifier and a first analog to digital converter connected in sequence;
第一放大器,用于对光学扫描单元输出的光图像的信号进行放大;a first amplifier for amplifying a signal of the optical image output by the optical scanning unit;
第一模数转换器,用于对第一放大器输出的放大后的光图像的信号进行模数转换后输出到图像合成单元中。The first analog-to-digital converter is configured to perform analog-to-digital conversion on the signal of the amplified optical image output by the first amplifier, and output the signal to the image synthesizing unit.
优选的,装置还包括依次相连的第二放大器和第二模数转换器;Preferably, the device further includes a second amplifier and a second analog to digital converter connected in sequence;
第二放大器,用于对磁分布图像扫描单元输出的磁分布图像的信号进行放大;a second amplifier for amplifying a signal of the magnetic distribution image output by the magnetic distribution image scanning unit;
第二数模转换器,用于对第二放大器输出的放大后的磁分布图像的信号进行模数转换后输出到图像合成单元中。The second digital-to-analog converter is configured to perform analog-to-digital conversion on the signal of the amplified magnetic distribution image output by the second amplifier, and output the signal to the image synthesizing unit.
优选的,图像比对单元,用于将被检测的有价证券的合成图像的纹理特征与预先存储的真实有价证券的合成图像的纹理特征进行比对,判断两者的纹理特征是否匹配。Preferably, the image comparison unit is configured to compare the texture features of the composite image of the detected securities with the texture features of the composite image of the pre-stored real securities, and determine whether the texture features of the two match.
根据本发明的实施例中方案获取被检测的有价证券的磁分布图像和光图像,并将这两幅图像进行交叉重叠处理得到合成图像,通过该合成图像与真实有价证券的合同图像的图像特征是否匹配判断该有价证券的真伪,相较于现有技术中的磁性检测方法,检测结果更为准确。According to an embodiment of the present invention, a magnetic distribution image and a light image of the detected securities are acquired, and the two images are subjected to cross-overlap processing to obtain a composite image, and an image of the contract image of the composite image and the real securities is obtained. Whether the feature matches and judges the authenticity of the securities, the detection result is more accurate than the magnetic detection method in the prior art.
附图说明DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术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 embodiments of the present invention or the technical solutions in the prior art, the drawings used in the embodiments or the description of the prior art will be briefly described below. Obviously, the drawings in the following description are Some embodiments of the present invention may also be used to obtain other drawings based on these drawings without departing from the art.
图1为本发明提供的有价证券的真伪检验方法的一个实施例的流程示意图;1 is a schematic flow chart of an embodiment of an authenticity verification method for a securities provided by the present invention;
图2为本发明提供的有价证券的真伪校验装置的一个实施例的示意图;2 is a schematic diagram of an embodiment of an authenticity verification apparatus for a securities provided by the present invention;
图3为图2实施例中的有价证券的真伪校验装置的一种具体实现的示意图。FIG. 3 is a schematic diagram of a specific implementation of the authenticity verification apparatus for the securities in the embodiment of FIG.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚,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 technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the drawings in the embodiments of the present invention. It is a partial embodiment of the invention, and not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.
图1为本发明提供的有价证券的真伪检验方法的一个实施例的流程示意图。在本发明实施例中,有价证券包括但不限于纸币、代金券等。如图1所示,该方法如下步骤:FIG. 1 is a schematic flow chart of an embodiment of an authenticity verification method for a securities provided by the present invention. In the embodiments of the present invention, the securities include, but are not limited to, banknotes, vouchers, and the like. As shown in Figure 1, the method is as follows:
步骤S101:对被检测的有价证券的磁分布进行扫描得到该有价证券的磁分布图像。Step S101: Scanning the magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities.
发明人通过验证发现,有价证券上的磁性区域实际上是一幅磁的图像,例如一座房子中的图案,其中窗户的窗框部分是有磁性的,而玻璃是没磁性的,房梁是有磁性的,瓦是没磁性的。现有技术中的磁性检测仅仅是检测该区域有无磁性,而本发明实施例中对有价证券的磁分布进行扫描得到磁分布图像。The inventor found through verification that the magnetic area on the securities is actually a magnetic image, such as a pattern in a house, where the window frame portion of the window is magnetic, and the glass is non-magnetic, the beam is Magnetic, the tile is not magnetic. The magnetic detection in the prior art only detects the presence or absence of magnetic properties in the region, and in the embodiment of the invention, the magnetic distribution of the securities is scanned to obtain a magnetic distribution image.
在实际中可以对被检测的有价证券进行全幅的磁分布扫描得到全幅的磁分布图像,但实际上有价证券具有磁性的往往仅仅是一部分区域,为了节省磁分布扫描的工作量,可以考虑只对被检测的有价证券的磁性区域的磁分布进行扫描,得到该有价证券的磁性区域的磁分布图像。In practice, a full-scale magnetic distribution scan can be performed on the detected securities to obtain a full-scale magnetic distribution image. However, in practice, the valuable securities are often only a part of the area. In order to save the workload of magnetic distribution scanning, consideration may be considered. Only the magnetic distribution of the magnetic region of the detected securities is scanned to obtain a magnetic distribution image of the magnetic region of the securities.
在实际中,在对有价证券的磁性区域的磁分布进行扫描时存在一个磁性区域的定位的问题,为此该方法还可以包括确定有价证券的磁性区域位置的步骤,解决该问题至少有两种方案,一种方案是:预先根据已获得的各种有价证券的磁性区域位置的信息,直接查找到当前有价证券类型对应的磁性区域位置,例如,5元面值钞票的磁性区域位置和10元面值钞票的磁性区域位置都预先已知,这样当实际有一张5元面值钞票进行磁分布扫描时就可以快速得知该钞票的磁性区域的位置;另一种方案是边扫描边确定的方式:即对有价证券逐行扫描,对扫描出存在磁分布的边界定义为磁性区域的边界,进而获得磁性区域的信息,该磁分布的边界可以为能够包住该磁分布的最小矩形区域,也可以定义为第一次出现磁性的行到最后一次出现磁性的行之间的区域。In practice, there is a problem of localization of a magnetic region when scanning the magnetic distribution of the magnetic region of the value document. For this purpose, the method may further comprise the step of determining the position of the magnetic region of the value document, the problem being solved at least Two schemes, one scheme is: directly searching for the position of the magnetic region corresponding to the current type of securities according to the information of the magnetic region positions of the various securities obtained, for example, the magnetic region position of the 5-yuan denomination banknote And the magnetic region position of the 10-yuan denomination banknote is known in advance, so that when a 5-yuan denomination banknote is actually scanned for magnetic distribution, the position of the magnetic region of the banknote can be quickly known; another solution is to determine while scanning. The method of scanning the valuable securities progressively, defining the boundary where the magnetic distribution is scanned as the boundary of the magnetic region, thereby obtaining the information of the magnetic region, and the boundary of the magnetic distribution may be the smallest rectangle capable of enclosing the magnetic distribution. The area can also be defined as the area between the first occurrence of magnetic lines and the last occurrence of magnetic lines.
步骤S102: 对被检测的有价证券进行光学扫描得到该有价证券的光图像。Step S102: Optically scanning the detected securities to obtain a light image of the securities.
这里的光学扫描可以利用可见光完成,也可以利用不可见光(例如红外光、紫外光等)完成。一种具体的实现方式是:对被检测的有价证券进行可见光的光学扫描,得到该被检测的有价证券的可见光图像。The optical scanning here can be done by using visible light or by using invisible light (such as infrared light, ultraviolet light, etc.). A specific implementation manner is: performing optical scanning of visible light on the detected securities to obtain a visible light image of the detected securities.
如果步骤S101中,对被检测的有价证券进行全幅的磁分布扫描得到全幅的磁分布图像,则步骤S102中也对被检测的有价证券进行全幅的光学扫描得到全幅的光图像。如果步骤S101中,对被检测的有价证券的磁性区域的磁分布进行扫描,则步骤S102中也对该被检测的有价证券的磁性区域进行光学扫描得到该有价证券的磁性区域的光图像。If the full-scale magnetic distribution image is scanned for the detected valuable securities in step S101 to obtain a full-width magnetic distribution image, then in step S102, the detected valuable securities are also subjected to full-width optical scanning to obtain a full-width optical image. If the magnetic distribution of the magnetic region of the detected securities is scanned in step S101, the magnetic region of the detected securities is also optically scanned in step S102 to obtain the light of the magnetic region of the securities. image.
需要说明的是,在步骤S101、S102中并不一定需要生成真实的图像,可以是扫描得到图像信号,如光图像的信号、磁分布图像的信号。It should be noted that it is not necessary to generate a real image in steps S101 and S102, and it is possible to scan an image signal, such as a signal of a light image or a signal of a magnetic distribution image.
步骤S103:将步骤S101得到的磁分布图像与步骤S102得到的光图像进行交叉重叠处理,得到被检测的有价证券的合成图像。Step S103: The magnetic distribution image obtained in step S101 is subjected to cross-overlap processing with the optical image obtained in step S102 to obtain a composite image of the detected valuable securities.
如对有价证券的某一区域进行光学扫描得到其光图像为一人的头像,对该有价证券的该区域的磁分布进行扫描得到该区域的磁分布图像,之后对其光图像和磁分布图像进行交叉重叠处理就可以得到该头像任意位置处的磁分布图像。如耳朵处的磁分布、眼睛处的磁分布等。显然该步骤中得到的合成图像上的某一点的纹理特征包含了该点的磁分布特征和该点的光图像的特征。For example, if an area of the securities is optically scanned to obtain an avatar whose light image is a person, the magnetic distribution of the area of the securities is scanned to obtain a magnetic distribution image of the area, and then the optical image and magnetic distribution thereof are obtained. The image is subjected to cross-overlap processing to obtain a magnetic distribution image at an arbitrary position of the avatar. Such as the magnetic distribution at the ear, the magnetic distribution at the eye, and so on. It is obvious that the texture feature of a point on the composite image obtained in this step contains the magnetic distribution feature of the point and the characteristics of the light image of the point.
步骤S104:将被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像比对,判断图像特征是否匹配,如果匹配,则判定该被检测的有价证券为真的有价证券;否则,判定该被检测的有价证券为假的有价证券。Step S104: Comparing the synthesized image of the detected securities with the composite image of the pre-stored real securities, determining whether the image features match, and if so, determining that the detected securities are genuinely valuable. Securities; otherwise, it is determined that the detected securities are false securities.
图像特征比对有很多种具体的实现方案,在一个优选的实施方式中,通过被检测的有价证券的合成图像的纹理特征与预先存储的真实有价证券的合成图像的纹理特征进行比对,实现判断该图像特征是否匹配。There are many specific implementations of image feature alignment. In a preferred embodiment, the texture features of the composite image of the detected securities are compared with the texture features of the pre-stored composite image of the real securities. , to determine whether the image features match.
在采用纹理特征进行匹配时,通常要求磁分布图像和光图像获取时的扫描分辨率能达到一定要求,例如达到50-100DPI。When using texture features for matching, it is usually required that the scanning resolution of the magnetic distribution image and the light image acquisition can meet certain requirements, for example, 50-100 DPI.
本发明中,为进一步缩减工作量,可根据被检测的有价证券的类别,将被检测的有价证券的合成图像与预先存储的对应类别的真实有价证券的合成图像比对,判断图像特征是否匹配。这里所指的类别一般是指不用依靠智能设备的检测,用肉眼就比较容易区分的类别。In the present invention, in order to further reduce the workload, the composite image of the detected securities may be compared with the pre-stored composite image of the corresponding class of real securities according to the type of the securities to be detected, and the image is judged. Whether the features match. The categories referred to here generally refer to categories that are relatively easy to distinguish with the naked eye without relying on the detection of smart devices.
如可将有价证券按照国别进行分类:人民币、法币、美元等。这样,当对人民币进行检测时,就可以只将其与预先存储的人民币的真实有价证券的合成图像比对。For example, securities can be classified according to country: RMB, French currency, US dollar, etc. Thus, when the renminbi is detected, it can be compared only to the composite image of the pre-stored renminbi real securities.
当然,也可以将有价证券按照金额进行分类,如数字表示为5、10、100等。Of course, it is also possible to classify the securities according to the amount, such as numbers represented as 5, 10, 100, and the like.
进一步的可以将多种类别方式相结合,如人民币的5元人民币。这一点从肉眼上能很容易的区分,之后只要将其与预先存储的5元人民币的真实有价证券的合成图像比对即可。Further, a variety of categories can be combined, such as RMB 5 yuan. This can be easily distinguished from the naked eye, and then it can be compared with a pre-stored composite image of 5 yuan of real securities.
本实施例中的有价证券的真伪检验方法获取被检测的有价证券的磁分布图像和光图像,并将这两幅图像进行交叉重叠处理得到合成图像,通过该合成图像与真实有价证券的合同图像的图像特征是否匹配判断该有价证券的真伪,相较于现有技术中的磁性检测方法,检测结果更为准确。The authenticity verification method of the securities in this embodiment acquires the magnetic distribution image and the light image of the detected securities, and cross-overlaps the two images to obtain a composite image, and the composite image and the real securities are Whether the image features of the contract image match and judge the authenticity of the securities, the detection result is more accurate than the magnetic detection method in the prior art.
图2示出了本发明提供的有价证券的真伪校验装置的一个实施例的示意图,如图2所示,该装置包括:磁分布图像扫描单元201、光学扫描单元202、图像合成单元204和图像比对单元203。2 is a schematic diagram showing an embodiment of an authenticity verification apparatus for a security provided by the present invention. As shown in FIG. 2, the apparatus includes: a magnetic distribution image scanning unit 201, an optical scanning unit 202, and an image synthesis unit. 204 and image comparison unit 203.
其中,磁分布图像扫描单元201对被检测的有价证券的磁分布进行扫描得到该有价证券的磁分布图像。在实际中可以对被检测的有价证券进行全幅的磁分布扫描得到全幅的磁分布图像,但实际上有价证券具有磁性的往往仅仅是一部分区域,为了节省磁分布扫描的工作量,可以考虑只对被检测的有价证券的磁性区域的磁分布进行扫描,得到该有价证券的磁性区域的磁分布图像。在实际中,在对有价证券的磁性区域的磁分布进行扫描时存在一个磁性区域的定位的问题,为此还可以增加磁性区域确定单元205,用于确定有价证券的磁性区域位置。磁性区域确定单元205确定位置的方式至少有两种,一种方案是:预先根据已获得的各种有价证券的磁性区域位置的信息,直接查找到当前有价证券类型对应的磁性区域位置,例如,5元面值钞票的磁性区域位置和10元面值钞票的磁性区域位置都预先已知,这样当实际有一张5元面值钞票进行磁分布图像扫描时就可以快速得知该钞票的磁性区域的位置;另一种方案是边扫描边确定的方式:即对有价证券逐行扫描,对扫描出存在磁分布图像的边界定义为磁性区域的边界,进而获得磁性区域的信息,该磁分布图像的边界可以为能够包住该磁分布图像的最小矩形区域,也可以定义为第一次出现磁性的行到最后一次出现磁性的行之间的区域。The magnetic distribution image scanning unit 201 scans the magnetic distribution of the detected securities to obtain a magnetic distribution image of the valuable securities. In practice, a full-scale magnetic distribution scan can be performed on the detected securities to obtain a full-scale magnetic distribution image. However, in practice, the valuable securities are often only a part of the area. In order to save the workload of magnetic distribution scanning, consideration may be considered. Only the magnetic distribution of the magnetic region of the detected securities is scanned to obtain a magnetic distribution image of the magnetic region of the securities. In practice, there is a problem of positioning of a magnetic region when scanning the magnetic distribution of the magnetic region of the value document, and for this purpose, the magnetic region determining unit 205 can also be added for determining the magnetic region position of the value document. The magnetic region determining unit 205 determines the location by at least two types. One solution is to directly find the location of the magnetic region corresponding to the current value of the securities according to the information of the magnetic region positions of the various securities that have been obtained. For example, the magnetic region position of the 5-yuan denomination banknote and the magnetic region position of the 10-yuan denomination banknote are known in advance, so that when a 5-yuan denomination banknote is actually scanned for magnetic distribution image, the magnetic region of the banknote can be quickly known. Position; another scheme is to determine the side by scanning: that is, scanning the securities on a line-by-line basis, and defining a boundary of the magnetic distribution image as a boundary of the magnetic region, thereby obtaining information of the magnetic region, the magnetic distribution image The boundary may be the smallest rectangular area capable of encasing the magnetic distribution image, or may be defined as the area between the first occurrence of the magnetic line and the last occurrence of the magnetic line.
光学扫描单元202对该被检测的有价证券进行光学扫描得到该有价证券的光图像。这里的光学扫描可以利用可见光完成,也可以利用不可见光(例如红外光、紫外光等)完成。一种具体的实现方式中,该光学扫描单元202包括可见光发生器和光接收器,其中可见光发射器向被检测的有价证券发射可见光,光接收器接收从被检测的有价证券反射回的反射光,得到被检测的有价证券的可见光图像信号。Optical scanning unit 202 optically scans the detected value document to obtain a light image of the value document. The optical scanning here can be done by using visible light or by using invisible light (such as infrared light, ultraviolet light, etc.). In a specific implementation, the optical scanning unit 202 includes a visible light generator and a light receiver, wherein the visible light emitter emits visible light to the detected securities, and the light receiver receives reflections reflected from the detected valuable securities. Light, the visible light image signal of the detected securities is obtained.
图像合成单元204将磁分布图像扫描单元201得到的磁分布图像与光学扫描单元202得到的光图像进行交叉重叠处理,得到该被检测的有价证券的合成图像。The image synthesizing unit 204 cross-overlaps the magnetic distribution image obtained by the magnetic distribution image scanning unit 201 and the optical image obtained by the optical scanning unit 202 to obtain a composite image of the detected valuable securities.
图像比对单元203将被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像比对,判断图像特征是否匹配,如果匹配,则判定该被检测的有价证券为真的有价证券;否则,判定该被检测的有价证券为假的有价证券。The image comparison unit 203 compares the composite image of the detected securities with the composite image of the pre-stored real securities, determines whether the image features match, and if so, determines that the detected securities are true. Securities; otherwise, it is determined that the tested securities are false securities.
图像特征比对有很多种具体的实现方案,在一个优选的实施方式中,图像比对单元203通过将被检测的有价证券的合成图像的纹理特征与预先存储的真实有价证券的合成图像的纹理特征进行比对,实现判断磁分布图像和光图像的图像特征是否匹配。There are many specific implementations of image feature alignment. In a preferred embodiment, the image matching unit 203 passes the texture image of the composite image of the detected security document and the composite image of the pre-stored real securities. The texture features are compared to determine whether the image features of the magnetic distribution image and the light image match.
图3示出图2实施例中的有价证券的真伪校验装置的一种具体实现的结构图。如图3所示,该装置包括一壳体35,沿着该壳体的宽度方向并排设置磁分布图像扫描单元201’和光学扫描单元202’,磁分布图像扫描单元201’靠近纸币出口方向,光学扫描单元202’靠经纸币入口方向。纸币4从靠近光学扫描单元202’一侧的入口进入真伪校验装置中,进行光学扫描和磁分布图像扫描。实际上在本实施例中,磁分布图像扫描单元201’和光学扫描单元202’可以看做一个组合传感器。Fig. 3 is a block diagram showing a concrete implementation of the authenticity checking apparatus for the securities in the embodiment of Fig. 2. As shown in FIG. 3, the apparatus includes a casing 35, and a magnetic distribution image scanning unit 201' and an optical scanning unit 202' are arranged side by side along the width direction of the casing, and the magnetic distribution image scanning unit 201' is adjacent to the banknote exit direction. The optical scanning unit 202' is in the direction of the banknote entrance. The banknote 4 enters the authenticity check device from the entrance close to the side of the optical scanning unit 202', and performs optical scanning and magnetic distribution image scanning. Actually, in the present embodiment, the magnetic distribution image scanning unit 201' and the optical scanning unit 202' can be regarded as a combined sensor.
在本实施例中,图像合成单元和图像比对单元集成在CPU203’中。光学扫描单元202’输出的光图像信号依次经过第一放大器31的放大和第一模数转换器32的模数转换后,输出到CPU203’中。磁分布图像扫描单元201’输出的磁分布图像信号依次经过第二放大器33的放大和第二数模转换器34的模数转换后,输出到CPU203’中。In the present embodiment, the image synthesizing unit and the image matching unit are integrated in the CPU 203'. The optical image signal output from the optical scanning unit 202' is sequentially subjected to amplification by the first amplifier 31 and analog-digital conversion by the first analog-to-digital converter 32, and then output to the CPU 203'. The magnetic distribution image signal output from the magnetic distribution image scanning unit 201' is sequentially subjected to amplification by the second amplifier 33 and analog-digital conversion by the second digital-to-analog converter 34, and then output to the CPU 203'.
此外,该装置还包括其他配套单元,例如辊轴36,以带动有价证券向前运动。In addition, the apparatus includes other mating units, such as rollers 36, to drive the securities forward.
以上所述仅是本发明的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本发明的保护范围。The above description is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present invention. It should be considered as the scope of protection of the present invention.

Claims (10)

  1. 一种有价证券的真伪检验方法,其特征在于,所述方法依次包括步骤:A method for authenticity verification of a securities, characterized in that the method comprises the steps in sequence:
    (1)对被检测的有价证券的磁分布进行扫描得到所述有价证券的磁分布图像并对所述被检测的有价证券进行光学扫描得到所述有价证券的光图像;(1) scanning a magnetic distribution of the detected securities to obtain a magnetic distribution image of the securities and optically scanning the detected securities to obtain a light image of the securities;
    (2)将所述磁分布图像与所述光图像进行交叉重叠处理,得到所述有价证券的合成图像;(2) performing a crossover process on the magnetic distribution image and the optical image to obtain a composite image of the valuable securities;
    (3)将所述被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对,判断两者的图像特征是否匹配,如果匹配,则判定所述被检测的有价证券为真的有价证券;否则,判定所述被检测的有价证券为假的有价证券。(3) comparing the composite image of the detected securities with the pre-stored composite image of the real securities, determining whether the image features of the two match, and if so, determining that the detected The price securities are genuine securities; otherwise, the detected securities are determined to be fake securities.
  2. 根据权利要求1所述的方法,其特征在于,所述对被检测的有价证券的磁分布进行扫描得到所述有价证券的磁分布图像包括:对被检测的有价证券的磁性区域的磁分布进行扫描得到所述有价证券的磁性区域的磁分布图像;The method of claim 1 wherein said scanning a magnetic distribution of the detected value document to obtain a magnetic distribution image of said value document comprises: for a magnetic region of the detected value document Scanning the magnetic distribution to obtain a magnetic distribution image of the magnetic region of the value document;
    对所述被检测的有价证券进行光学扫描得到所述有价证券的光图像包括:对所述被检测的有价证券的磁性区域进行光学扫描得到所述有价证券的磁性区域的光图像。Optically scanning the detected value document to obtain a light image of the value document comprises: optically scanning a magnetic region of the detected value document to obtain a light image of a magnetic region of the value document .
  3. 根据权利要求2所述的方法,其特征在于,所述方法还包括:确定所述有价证券的磁性区域的位置。The method of claim 2, wherein the method further comprises determining a location of a magnetic region of the value document.
  4. 根据权利要求1所述的方法,其特征在于,所述将所述被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对包括:The method according to claim 1, wherein said comparing said composite image of said detected securities with a pre-stored composite image of real securities comprises:
    根据所述被检测的有价证券的种类,将所述被检测的有价证券的合成图像与预先存储的对应种类的真实有价证券的合成图像进行比对。A composite image of the detected valuable securities is compared with a composite image of a corresponding type of real valuable securities stored in advance based on the type of the detected securities.
  5. 根据权利要求1所述的方法,其特征在于,将所述被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对,判断两者的图像特征是否匹配包括:The method according to claim 1, wherein comparing the composite image of the detected securities with the pre-stored composite image of the real securities, and determining whether the image features of the two match include:
    将所述被检测的有价证券的合成图像的纹理特征与预先存储的真实有价证券的合成图像的纹理特征进行比对,判断两者的纹理特征是否匹配。The texture features of the composite image of the detected securities are compared with the texture features of the composite image of the real securities that are stored in advance, and it is determined whether the texture features of the two match.
  6. 一种有价证券的真伪校验装置,其特征在于,所述装置包括:An authenticity verification device for a securities, characterized in that the device comprises:
    磁分布图像扫描单元,用于对被检测的有价证券的磁分布进行扫描得到所述有价证券的磁分布图像;a magnetic distribution image scanning unit, configured to scan a magnetic distribution of the detected securities to obtain a magnetic distribution image of the valuable securities;
    光学扫描单元,用于对所述被检测的有价证券进行光学扫描得到所述有价证券的光图像;An optical scanning unit, configured to optically scan the detected securities to obtain a light image of the securities;
    图像合成单元,用于将所述磁分布图像与所述光图像进行交叉重叠处理,得到所述被检测的有价证券的合成图像;An image synthesizing unit configured to cross-overlap the magnetic distribution image and the optical image to obtain a composite image of the detected valuable securities;
    图像比对单元,用于将所述被检测的有价证券的合成图像与预先存储的真实有价证券的合成图像进行比对,判断图像特征是否匹配,如果匹配,则判定所述被检测的有价证券为真的有价证券;否则,判定所述被检测的有价证券为假的有价证券。An image comparison unit configured to compare the composite image of the detected securities with a pre-stored composite image of the real securities to determine whether the image features match, and if so, determine the detected The value-added securities are genuine securities; otherwise, the detected securities are determined to be false securities.
  7. 根据权利要求6所述的装置,其特征在于,所述光学扫描单元包括:The apparatus according to claim 6, wherein said optical scanning unit comprises:
    可见光发射器,用于向所述被检测的有价证券发射可见光;a visible light emitter for emitting visible light to the detected valued security;
    光接收器,用于接收从所述被检测的有价证券反射回的反射光,得到所述被检测的有价证券的可见光图像信号。And a light receiver for receiving reflected light reflected back from the detected value document to obtain a visible light image signal of the detected value document.
  8. 根据权利要求6所述的装置,其特征在于,所述装置还包括依次相连的第一放大器和第一模数转换器;The apparatus according to claim 6, wherein said apparatus further comprises a first amplifier and a first analog to digital converter sequentially connected;
    所述第一放大器,用于对所述光学扫描单元输出的所述光图像的信号进行放大;The first amplifier is configured to amplify a signal of the optical image output by the optical scanning unit;
    所述第一模数转换器,用于对所述第一放大器输出的放大后的所述光图像的信号进行模数转换后输出到所述图像合成单元中。The first analog-to-digital converter is configured to perform analog-to-digital conversion on the amplified signal of the optical image output by the first amplifier, and output the signal to the image synthesizing unit.
  9. 根据权利要求6所述的装置,其特征在于,所述装置还包括依次相连的第二放大器和第二模数转换器;The apparatus according to claim 6, wherein said apparatus further comprises a second amplifier and a second analog to digital converter sequentially connected;
    所述第二放大器,用于对所述磁分布图像扫描单元输出的所述磁分布图像的信号进行放大;The second amplifier is configured to amplify a signal of the magnetic distribution image output by the magnetic distribution image scanning unit;
    第二数模转换器,用于对所述第二放大器输出的放大后的所述磁分布图像的信号进行模数转换后输出到所述图像合成单元中。And a second digital-to-analog converter, configured to perform analog-to-digital conversion on the amplified signal of the magnetic distribution image output by the second amplifier, and output the signal to the image synthesizing unit.
  10. 根据权利要求6所述的装置,其特征在于,所述图像比对单元,用于将所述被检测的有价证券的合成图像的纹理特征与预先存储的真实有价证券的合成图像的纹理特征进行比对,判断两者的纹理特征是否匹配。 The apparatus according to claim 6, wherein said image matching unit is configured to texture a texture image of said composite image of said detected securities and a texture of a composite image of pre-stored real securities The features are compared to determine whether the texture features of the two match.
PCT/CN2014/085913 2014-05-13 2014-09-04 Marketable security authenticity testing method and related device WO2015172466A1 (en)

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