WO2012139354A1 - Paper money identifying method and device - Google Patents
Paper money identifying method and device Download PDFInfo
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- WO2012139354A1 WO2012139354A1 PCT/CN2011/078794 CN2011078794W WO2012139354A1 WO 2012139354 A1 WO2012139354 A1 WO 2012139354A1 CN 2011078794 W CN2011078794 W CN 2011078794W WO 2012139354 A1 WO2012139354 A1 WO 2012139354A1
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- image
- banknote
- indentation
- feature
- indentation feature
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- 238000000034 method Methods 0.000 title claims abstract description 41
- 230000005540 biological transmission Effects 0.000 claims abstract description 14
- 238000007373 indentation Methods 0.000 claims description 65
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Classifications
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
- G07D7/00—Testing 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
- G07D7/06—Testing 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 using wave or particle radiation
- G07D7/12—Visible light, infrared or ultraviolet radiation
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
- G07D7/00—Testing 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
- G07D7/004—Testing 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 using digital security elements, e.g. information coded on a magnetic thread or strip
- G07D7/0043—Testing 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 using digital security elements, e.g. information coded on a magnetic thread or strip using barcodes
Definitions
- the invention belongs to the field of optoelectronic technology, and in particular relates to a banknote authentication method and device. Background technique
- a safety line (secur i ty thread) is a linear or ribbon-shaped additive that is continuously placed in the paper and parallel to the paper surface, and has an anti-counterfeiting function.
- the earliest safety thread in the world was made by natural hemp or silk spinning, and was continuously added to the paper during papermaking.
- security threads are often based on PET (polyester), which is loaded with a variety of visible, optically variable and machine readable anti-counterfeiting features.
- the current banknote security line is generally 20-40 ⁇ ⁇ thick and l-4 mm wide, and the length is the same as the width of the cut single banknote.
- the safety line is generally divided into a fully buried safety line and a window-opening safety line to the extent that the embedded paper is covered by the fiber. Both sides of the safety line are covered with paper fibers called a fully buried safety line. Under the reflected light, the security line is generally not obvious. When you see it in the light, you can see the continuous security line shadow and the hollow text on it or the dark text on the light color line.
- Another type of safety thread is that one side is completely covered by paper fibers, and the other side is intermittently covered with fibers. The area that does not cover the fibers is like an open small window, which exposes the safety line for a period of time, so it is called window-opening safety. line.
- the window-opening safety line is more difficult to deploy than the full-buried safety line; the window-opening wide safety line can load more visible information, and it is more difficult to cast, making it more difficult to forge. Therefore, the window-opening safety line is one of the fastest growing types of anti-counterfeiting technology for banknotes.
- the prior art for the detection of the safety line is for the detection of the security feature of the security line itself; due to the window-opening safety line application process, visible light and dark lines can be seen on both sides of the security line during transmission. The indentation pattern, and the counterfeit currency cannot be copied because there is no corresponding process equipment. In this way, a feature with strong anti-counterfeiting capability is produced: a window-opening safety line indentation feature.
- the present invention provides a banknote authentication method and apparatus for a banknote window-type security line indentation feature.
- a simple summary This generalization is not a general comment, nor is it intended to identify key/critical constituent elements or to describe the scope of protection of these embodiments. Its sole purpose is to present some concepts in the form of a
- the present invention provides a method for authenticating a banknote, comprising: obtaining a transmission image of a region in which a window-type security line indentation feature is transmitted by a light beam; and analyzing and identifying a pressure in the image Trace features to determine the authenticity of the banknote.
- the beam of light is infrared light, ultraviolet light, or white light.
- the analyzing the indentation features in the image comprises: pre-processing the image of the region where the indentation feature is located, and analyzing the pre-processed image.
- the pre-processing of the image of the region in which the indentation feature is located includes:
- Positioning the security line in the image binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
- the analyzing the preprocessed image comprises: analyzing the indentation features on both sides of the security line in the preprocessed image by a gray value projection map, respectively.
- the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
- the analyzing by the gray value projection map comprises: calculating an X-axis coordinate difference between the rising edge and the falling edge by detecting a rising edge and a falling edge in the gray value projection map Value, the peak width is obtained;
- the peak width is the width of the open line.
- the light source and the image sensor are respectively disposed on the upper and lower sides of the banknote passage;
- the image sensor obtains a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam;
- the master control circuit analyzes and identifies the indentation features in the image to determine the authenticity of the banknote.
- the light source is an infrared source, an ultraviolet source, or a common source.
- the image sensor is a contact image sensor CIS.
- the total control circuit includes: a pre-processing module that preprocesses an image of an area in which the indentation feature is located;
- the identification module analyzes the preprocessed image.
- the pre-processing module is configured to:
- Positioning the security line in the image binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
- the identification module analyzes the indentation features on both sides of the security line in the preprocessed image by a gray value projection map.
- the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
- the identification module is configured to:
- the peak width is the width of the open line.
- one or more embodiments include the features that are described in detail below and particularly pointed out in the claims. The following description, as well as the drawings, are in the drawing Equivalent. It belongs to the general security point. The light and dark stripes are changed due to the density of the paper fiber when making the window-opening security thread. This feature has extremely hidden security features. The _ coins that are in circulation are all opened in the security line, and the security line is magnetically imitation on the high simulation currency. This indentation feature cannot be prevented due to the manufacturing process of the window-opening safety thread lacking genuine coins.
- the invention proposes a method and device for authenticating the indentation feature of a window-opening safety line based on beam transmission by analyzing the principle of the real problem and the starting point of the fraud. Compared with the traditional image recognition based on reflection imaging, the invention has the advantages of being difficult to crack, strong adaptability of currency types, and low hardware cost.
- the detection method and device provided by the invention are less affected by the banknotes in the mechanical banknotes, and the effect of obtaining the indentation features can also be ensured.
- the anti-counterfeiting device provided by the invention can solve the problem of different images brought by different positions of the upper and lower sides of the banknote by distinguishing the up-and-down direction by the algorithm. Therefore, only one light source and imaging device is needed to complete the image acquisition process.
- the detection method and device provided by the invention have high detection rate and stable and reliable performance.
- FIG. 1 is a structural diagram of a security device provided by the present invention.
- Figure 2 is a real coin image
- Figure 3 is an image of a coin
- Figure 4 is a flow chart of the detection scheme of the present invention.
- Figure 5 is an indentation feature image of a genuine coin
- Figure 6 is an indentation feature image of the counterfeit currency
- Figure 7 is a projection of the gray value of the true and counterfeit indentation features. detailed description
- the present invention provides a method for authenticating a banknote, comprising: Acquiring a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam; analyzing and identifying the indentation feature in the image to determine the authenticity of the banknote.
- the beam of light is infrared light, ultraviolet light, or white light.
- the analyzing the indentation features in the image comprises: pre-processing the image of the region where the indentation feature is located, and analyzing the pre-processed image.
- the pre-processing of the image of the region in which the indentation feature is located includes:
- Positioning the security line in the image binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
- the analyzing the preprocessed image comprises: analyzing the indentation features on both sides of the security line in the preprocessed image by a gray value projection map, respectively.
- the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
- the analyzing by the gray value projection map comprises: calculating an X-axis coordinate difference between the rising edge and the falling edge by detecting a rising edge and a falling edge in the gray value projection map Value, the peak width is obtained;
- the peak width is the width of the open line.
- the light source and the image sensor are respectively disposed on the upper and lower sides of the banknote passage;
- the image sensor obtains a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam;
- the master control circuit analyzes and identifies the indentation features in the image to determine the authenticity of the banknote.
- the light source is an infrared source, an ultraviolet source, or a common source.
- the image sensor is a contact image sensor CIS.
- the total control circuit includes:
- a pre-processing module that preprocesses an image of an area in which the indentation feature is located
- the identification module analyzes the preprocessed image.
- the pre-processing module is configured to:
- the identification module analyzes the indentation features on both sides of the security line in the preprocessed image by a gray value projection map.
- the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
- the identification module is configured to:
- FIG. 1 is a schematic structural view of a security device according to the present invention.
- 1 is the image sensor CIS
- 2 is the light source
- 3 is the banknote channel
- 4 is the entrance of the banknote channel
- 5 is the exit of the banknote channel.
- the banknote passes through the banknote channel entrance 4
- the banknote channel 3 passes through the banknote channel 3
- the image sensor 1 starts to collect images, and the image is collected.
- the identification module (not shown) starts to recognize, the banknote is stopped or dispensed according to the recognition result, and the banknote is finally transported out from the banknote exit 5.
- Good results can be obtained when the light source 2 uses an infrared or ultraviolet light source.
- Fig. 2 is an image of the real currency reflected by the image beam
- Fig. 3 is an image of the counterfeit currency. It can be seen that the counterfeit currency has no indentation pattern around the security line. In contrast, the real currency has obvious strip-shaped indentation patterns. Through edge processing, related information extraction, feature analysis, counterfeit currency can be used. Detected.
- the identification module analyzes the image. First, locate the position of the safety line in the image. Then, in the detection method shown in the figure, after positioning to the position of the safety line, first detect whether there is light and dark stripes in the area near the safety line on the left side.
- the detection method is image binarization by dynamic multi-threshold, and image extraction is performed.
- the denoising process is performed by an etching method, and finally the projection is based on the number of peaks to detect the indentation features on both sides of the security line, and if both have the indentation feature, it is judged to be a genuine coin; Judgment is 4 coins, stop or divide the banknotes.
- Figures 5 and 6 are images obtained by binarizing and denoising the real and counterfeit images, respectively.
- the indentation feature on the side of the security line is analyzed by the gradation value projection image, and then the indentation feature on the other side is passed.
- Gray value projection map analysis Gray value projection map is shown in Figure 7; the X-axis coordinate of the gray value projection map is the pixel value of the banknote width; the y-axis coordinate is the gray value.
- the peak width is calculated by detecting the difference between the X-axis coordinates of the corresponding rising edge and the falling edge, and the width corresponds to the width of the open grain.
- the edge detecting the change of the amplitude can determine whether the start and end of the peak in the projected image exist. , the indentation feature of the real currency exists in both the start and the end and the width satisfies a certain range.
- a projection map of the indentation feature of the stripe can be obtained, and the real coin has an obvious fluctuation of the peak trough, and the counterfeit currency has no streak, so the projection curve does not have a certain The law. It can be seen from the projection curve that the real currency has obvious peaks and troughs and has a certain width, while the counterfeit currency has no such characteristics, and is mostly a sharp pulse.
- the existence of the peak can be determined, and the X-axis coordinate difference corresponding to the rising edge and the falling edge is detected, and the peak width is calculated.
- Those that meet this condition are legal peaks (clear lines in light and dark stripes), so that true and false judgments are made based on the number of peaks. It belongs to the general security point.
- the light and dark stripes are caused by the change of the paper fiber density when making the window-opening security thread, so that the absorption characteristics of infrared or ultraviolet light during transmission are different, resulting in bright and dark changes of the image.
- Extremely hidden security features The circulating counterfeit coins are all opened in the security line to open the window, and the safety line magnetic imitation is high on the simulation coin.
- the indentation feature cannot be prevented due to the manufacturing process of the window-opening safety thread lacking genuine coins. Since the feature is a light-dark stripe spacing under the transmission of the light beam, and the counterfeit currency has no such pattern, the method of authenticity is simple and the stability is high.
- the invention proposes an indentation feature judging method and device for a window-opening safety line based on beam transmission by analyzing the principle of the real problem and the starting point of the fraud. Compared with the traditional image recognition based on reflection imaging, the invention has the advantages of being difficult to crack, strong adaptability of currency types, and low hardware cost.
- the detection method and device provided by the invention are affected by the banknotes in the mechanical banknote pocket Small, the effect of obtaining indentation features is also guaranteed. Secondly, for different currency types, the security line indentation features can be detected in different currency types even if the positions of the banknotes are different.
- the device upgrade can be completed only through a software upgrade.
- the mechanical part is designed, the structure can be made more compact and the equipment assembly is more convenient. Effectively save hardware costs. Since the conventional reflective image collection device needs to perform image recognition in the up, down, left, and right directions, at least two sets of collection devices are required to complete all the collection work.
- the anti-counterfeiting device provided by the invention can solve the problem of different images brought by different positions of the upper and lower sides of the banknote by distinguishing the up-and-down direction by the algorithm. Therefore, only one light source and imaging device is needed to complete the image acquisition process.
- the detection method and device provided by the invention have high detection rate and stable and reliable performance.
- processing, computing, computing, determining, displaying, etc. may refer to actions and/or processes of one or more processing or computing systems, or similar devices, which are represented as The physical (e.g., electronic) amount of data manipulation and conversion within the registers or memory of the processing system is similarly represented as memory, registers, or other such information of the processing system to store, transmit, or otherwise display other quantities of data within the device.
- Information and signals can be represented using any of a variety of different techniques and methods. For example, the data, instructions, commands, information, signals, bits, symbols, and chips referred to throughout the above description may be represented by voltages, currents, electromagnetic waves, magnetic fields or particles, light fields or particles, or any combination thereof.
- DSP digital signal processor
- ASIC application specific integrated circuit
- FPGA field programmable gate array
- the various illustrative logical block diagrams, modules, and circuits described in connection with the embodiments herein can be implemented or executed in hardware components or any combination thereof.
- the general purpose processor may be a microprocessor, or the processor may be any conventional processor, controller, microcontroller or state machine.
- the processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, a combination of one or more microprocessors and a DSP core, or any other such structure.
- the steps of a method or method described in connection with the embodiments herein may be embodied as hardware, a software module executed by a processor, or a combination thereof.
- the software module can reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, removable disk, CD-ROM, or any other form of storage medium known in the art.
- An exemplary storage medium is coupled to the processor to enable the processor to read information from, and write information to, the storage medium.
- the storage medium can also be an integral part of the processor.
- the processor and storage media can be located in an ASIC.
- the ASIC can be located in the user terminal.
- the processor and the storage medium can also exist as discrete components in the user terminal.
- the techniques described in this application can be implemented with modules (e.g., procedures, functions, etc.) that perform the functions described herein.
- modules e.g., procedures, functions, etc.
- These software codes can be stored in a memory unit and executed by the processor.
- the memory unit can be implemented within the processor or external to the processor. In the latter case, it is communicatively coupled to the processor via various means, which are well known in the art.
- a computer readable medium can include, but is not limited to, a magnetic storage device (eg, a hard disk, a floppy disk, a magnetic tape, etc.), an optical disk (eg, a compact compact disk (CD), a digital versatile disk (DVD), etc.), a smart card, and flash storage.
- Equipment eg EPROM, card, stick, key drive, etc.
- various storage media described herein are represented as one or more devices and/or other machine-readable media for storing information.
- the term "machine-readable medium” includes, but is not limited to, wireless channels and various other mediums capable of storing, containing, and/or carrying instructions and/or data.
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Abstract
A paper money identifying method and device are provided. The transmission image of the region transmitted by light beam is collected. In the region, there is windowed security thread impression feature on paper money. The impression feature in the image is analyzed and identified. Thus, a determination is made whether the paper money is true. The paper money identifying method and device have the advantage of good adaptability to money type, low hardware cost, high detection and identification ratio, and stable and reliable performance.
Description
技术领域 Technical field
本发明属于光电技术领域, 尤其涉及一种纸币鉴伪方法和装置。 背景技术 The invention belongs to the field of optoelectronic technology, and in particular relates to a banknote authentication method and device. Background technique
金融机具领域的核心问题就是纸币的鉴伪。 安全线(secur i ty thread) 是纸张抄造时连续放入纸内、 与纸面平行、 具有防伪功能的线状或带状添加 物。 世界上最早的安全线是由天然麻或丝纺成线后, 在抄造纸张时连续加入 纸内部的。 目前安全线常以 PET (聚酯)为基材, 在其上加载多种可见的、 光可变的和可机读的防伪特征。 现在的纸币安全线一般厚 20-40 μ ηι , 宽 l-4mm,长度则同裁切后的单张纸币的宽度一样。安全线一般按埋入纸内被纤 维覆盖的程度分成全埋式安全线和开窗式安全线。 安全线两面都盖满纸纤维 叫全埋式安全线。 反射光下看安全线一般不明显, 透光看则可见连续安全线 暗影和其上的镂空文字或浅色线上的深色文字等。 另一种安全线是一面完全 被纸纤维覆盖, 另一面间断地覆盖着纤维, 没有覆盖纤维的区域就像一个个 开着的小窗口, 把安全线一段一段暴露在外, 因此叫开窗式安全线。 开窗式 安全线施放难度比全埋式安全线大; 开窗式宽安全线可加载的可见信息更为 丰富, 施放难度更大, 伪造也就更难。 所以, 开窗式安全线是目前纸钞防伪 技术中发展较快的一类。 The core issue in the field of financial instruments is the authentication of banknotes. A safety line (secur i ty thread) is a linear or ribbon-shaped additive that is continuously placed in the paper and parallel to the paper surface, and has an anti-counterfeiting function. The earliest safety thread in the world was made by natural hemp or silk spinning, and was continuously added to the paper during papermaking. Currently, security threads are often based on PET (polyester), which is loaded with a variety of visible, optically variable and machine readable anti-counterfeiting features. The current banknote security line is generally 20-40 μ ηι thick and l-4 mm wide, and the length is the same as the width of the cut single banknote. The safety line is generally divided into a fully buried safety line and a window-opening safety line to the extent that the embedded paper is covered by the fiber. Both sides of the safety line are covered with paper fibers called a fully buried safety line. Under the reflected light, the security line is generally not obvious. When you see it in the light, you can see the continuous security line shadow and the hollow text on it or the dark text on the light color line. Another type of safety thread is that one side is completely covered by paper fibers, and the other side is intermittently covered with fibers. The area that does not cover the fibers is like an open small window, which exposes the safety line for a period of time, so it is called window-opening safety. line. The window-opening safety line is more difficult to deploy than the full-buried safety line; the window-opening wide safety line can load more visible information, and it is more difficult to cast, making it more difficult to forge. Therefore, the window-opening safety line is one of the fastest growing types of anti-counterfeiting technology for banknotes.
但是, 现有技术对于安全线的检测, 都是针对安全线本身防伪特征的检 测; 由于开窗式安全线施放工艺的原因, 在安全线两侧在透射时可以看到明 显的明暗相间的条状压痕图案, 而假币对此特征由于没有相应的工艺设备而 无法仿制。这样, 就产生一种防伪能力极强的特征: 开窗式安全线压痕特征。 However, the prior art for the detection of the safety line is for the detection of the security feature of the security line itself; due to the window-opening safety line application process, visible light and dark lines can be seen on both sides of the security line during transmission. The indentation pattern, and the counterfeit currency cannot be copied because there is no corresponding process equipment. In this way, a feature with strong anti-counterfeiting capability is produced: a window-opening safety line indentation feature.
发明内容 Summary of the invention
有鉴于此, 针对纸币开窗式安全线压痕特征, 本发明提供一种纸币鉴伪 方法和装置。 为了对披露的实施例的一些方面有一个基本的理解, 下面给出
了简单的概括。 该概括部分不是泛泛评述, 也不是要确定关键 /重要组成元 素或描绘这些实施例的保护范围。其唯一目的是用简单的形式呈现一些概念, 以此作为后面的详细说明的序言。 In view of the above, the present invention provides a banknote authentication method and apparatus for a banknote window-type security line indentation feature. In order to have a basic understanding of some aspects of the disclosed embodiments, A simple summary. This generalization is not a general comment, nor is it intended to identify key/critical constituent elements or to describe the scope of protection of these embodiments. Its sole purpose is to present some concepts in the form of a
为达到本发明的目的, 一方面, 本发明提供一种纸币鉴伪方法, 包括: 获取纸币上开窗式安全线压痕特征所在区域被光束透射的透射图像; 分析识别所述图像中的压痕特征, 从而判断纸币真伪。 In order to achieve the object of the present invention, in one aspect, the present invention provides a method for authenticating a banknote, comprising: obtaining a transmission image of a region in which a window-type security line indentation feature is transmitted by a light beam; and analyzing and identifying a pressure in the image Trace features to determine the authenticity of the banknote.
在一些可选的实施例中, 所述的光束是红外光、 紫外光或白光。 In some optional embodiments, the beam of light is infrared light, ultraviolet light, or white light.
在一些可选的实施例中, 所述的分析识别图像中的压痕特征包括: 对压 痕特征所在区域的图像进行预处理, 对预处理过的图像进行分析。 In some optional embodiments, the analyzing the indentation features in the image comprises: pre-processing the image of the region where the indentation feature is located, and analyzing the pre-processed image.
在一些可选的实施例中, 所述对压痕特征所在区域的图像进行预处理包 括: In some optional embodiments, the pre-processing of the image of the region in which the indentation feature is located includes:
定位图像中安全线位置, 对压痕特征所在区域图像进行二值化处理; 对经过二值化处理后的图像进行去噪处理。 Positioning the security line in the image, binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
在一些可选的实施例中, 所述对预处理过的图像进行分析包括: 分别对 经过预处理的图像中安全线两侧的压痕特征通过灰度值投影图进行分析。 In some optional embodiments, the analyzing the preprocessed image comprises: analyzing the indentation features on both sides of the security line in the preprocessed image by a gray value projection map, respectively.
在一些可选的实施例中, 所述的灰度值投影图的 X轴坐标是纸币宽度的 像素数值; y轴坐标是灰度数值。 In some optional embodiments, the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
在一些可选的实施例中, 所述通过灰度值投影图进行分析包括: 通过检测所述灰度值投影图中的上升沿和下降沿, 计算对应上升沿和下 降沿的 X轴坐标差值, 得出波峰宽度; In some optional embodiments, the analyzing by the gray value projection map comprises: calculating an X-axis coordinate difference between the rising edge and the falling edge by detecting a rising edge and a falling edge in the gray value projection map Value, the peak width is obtained;
当所述波峰宽度满足设定范围时, 为真币的压痕特征。 When the peak width satisfies the set range, it is an indentation feature of the genuine coin.
在一些可选的实施例中, 所述波峰宽度是明纹的宽度。 本发明的另一方面是提供一种纸币鉴伪装置, 包括: In some optional embodiments, the peak width is the width of the open line. Another aspect of the present invention provides a banknote authentication device, including:
光源和图像传感器, 分别安置于走钞通道上下两侧; The light source and the image sensor are respectively disposed on the upper and lower sides of the banknote passage;
图像传感器获取纸币上开窗式安全线压痕特征所在区域被光束透射的 透射图像; The image sensor obtains a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam;
总控电路分析识别所述图像中的压痕特征, 从而判断纸币真伪。 The master control circuit analyzes and identifies the indentation features in the image to determine the authenticity of the banknote.
在一些可选的实施例中,所述的光源是红外光源、紫外光源或普通光源。 在一些可选的实施例中, 所述的图像传感器是接触式图像传感器 CIS。 在一些可选的实施例中, 所述的总控电路包括:
预处理模块, 对压痕特征所在区域的图像进行预处理; In some optional embodiments, the light source is an infrared source, an ultraviolet source, or a common source. In some optional embodiments, the image sensor is a contact image sensor CIS. In some optional embodiments, the total control circuit includes: a pre-processing module that preprocesses an image of an area in which the indentation feature is located;
识别模块, 对预处理过的图像进行分析。 The identification module analyzes the preprocessed image.
在一些可选的实施例中, 所述的预处理模块用于: In some optional embodiments, the pre-processing module is configured to:
定位图像中安全线位置, 对压痕特征所在区域图像进行二值化处理; 对经过二值化处理后的图像进行去噪处理。 Positioning the security line in the image, binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
在一些可选的实施例中, 所述识别模块分别对经过预处理的图像中安全 线两侧的压痕特征通过灰度值投影图进行分析。 In some optional embodiments, the identification module analyzes the indentation features on both sides of the security line in the preprocessed image by a gray value projection map.
在一些可选的实施例中, 所述的灰度值投影图的 X轴坐标是纸币宽度的 像素数值; y轴坐标是灰度数值。 In some optional embodiments, the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
在一些可选的实施例中, 所述的识别模块用于: In some optional embodiments, the identification module is configured to:
通过检测所述灰度值投影图中的上升沿和下降沿, 计算对应上升沿和下 降沿的 X轴坐标差值, 得出波峰宽度; By detecting the rising edge and the falling edge of the gray value projection map, calculating the X-axis coordinate difference corresponding to the rising edge and the falling edge, and obtaining the peak width;
当所述波峰宽度满足设定范围时, 为真币的压痕特征。 When the peak width satisfies the set range, it is an indentation feature of the genuine coin.
在一些可选的实施例中, 所述波峰宽度是明纹的宽度。 为了上述以及相关的目的, 一个或多个实施例包括后面将详细说明并在 权利要求中特别指出的特征。下面的说明以及附图详细说明某些示例性方面, 其它的益处和新颖性特征将随着下面的详细说明结合附图考虑而变得明显, 所公开的实施例是要包括所有这些方面以及它们的等同。 属于一般的防伪点, 明暗条纹是由于纸纤维密度在制作开窗式安全线时发生 了变化, 该特征具有极其隐蔽的防伪特性。 而流通的^ _币均在安全线开窗防 制, 安全线磁性仿制上高仿真币。 由于缺乏真币的开窗式安全线的制作工艺 而就无法防制出该压痕特征。 由于该特征在光束透射下为明暗相间的条纹间 隔, 而假币均无此类图案, 因此鉴伪方法简单, 稳定性高。 本发明通过分析 现实问题的原理和造假的出发点, 提出了基于光束透射的开窗式安全线的压 痕特征鉴伪方法和装置。 与传统的基于反射成像鉴别货币真伪相比, 本发明 具有不易破解, 货币种类适应性强, 硬件成本低等优点。 In some optional embodiments, the peak width is the width of the open line. For the above and related purposes, one or more embodiments include the features that are described in detail below and particularly pointed out in the claims. The following description, as well as the drawings, are in the drawing Equivalent. It belongs to the general security point. The light and dark stripes are changed due to the density of the paper fiber when making the window-opening security thread. This feature has extremely hidden security features. The _ coins that are in circulation are all opened in the security line, and the security line is magnetically imitation on the high simulation currency. This indentation feature cannot be prevented due to the manufacturing process of the window-opening safety thread lacking genuine coins. Since the feature is a light-dark interlace interval under the transmission of the light beam, and the counterfeit currency has no such pattern, the method of authenticity is simple and the stability is high. The invention proposes a method and device for authenticating the indentation feature of a window-opening safety line based on beam transmission by analyzing the principle of the real problem and the starting point of the fraud. Compared with the traditional image recognition based on reflection imaging, the invention has the advantages of being difficult to crack, strong adaptability of currency types, and low hardware cost.
本发明提供的检测方法和装置受纸币在机械走钞腔内走钞情况影响较 小, 获取压痕特征的效果也可以保证。 其次, 对于不同的币种, 安全线压痕
特征即使在纸币的位置各不相同, 通过一套设备也可以完成不同币种纸币的 检测。 当发行新版纸币时, 只需要通过软件升级就可以完成设备升级。 在进 行机械部分设计时可以使得结构更为紧凑, 设备组装也更加方便。 有效的节 省硬件成本。 传统的反射式图像釆集设备由于需在上下左右方向进行图像识 别, 因此至少需要上下两套釆集设备才能完成全部釆集工作。 本发明提供的 鉴伪装置对于正反两种走钞方式, 通过算法区别出上下方向即可处理纸币的 上下不同位置带来的不同图像的问题。 因此只需要一个光源和成像设备即可 完成釆集图像过程。 本发明提供的检测方法和装置检测识别率高、 性能稳定 可靠。 The detection method and device provided by the invention are less affected by the banknotes in the mechanical banknotes, and the effect of obtaining the indentation features can also be ensured. Second, for different currencies, safety line indentation Features Even if the positions of the banknotes are different, the detection of banknotes of different currencies can be completed by a single set of equipment. When a new version of a banknote is issued, the device upgrade can be completed only through a software upgrade. When the mechanical part is designed, the structure can be made more compact and the equipment assembly is more convenient. Effectively save hardware costs. Since the conventional reflective image collection device needs to perform image recognition in the up, down, left, and right directions, at least two sets of collection devices are required to complete all the collection work. The anti-counterfeiting device provided by the invention can solve the problem of different images brought by different positions of the upper and lower sides of the banknote by distinguishing the up-and-down direction by the algorithm. Therefore, only one light source and imaging device is needed to complete the image acquisition process. The detection method and device provided by the invention have high detection rate and stable and reliable performance.
说明书附图 Instruction sheet
图 1是本发明提供的鉴伪装置结构图; 1 is a structural diagram of a security device provided by the present invention;
图 2是真币图像; Figure 2 is a real coin image;
图 3是支币图像; Figure 3 is an image of a coin;
图 4是本发明检测方案的流程图; Figure 4 is a flow chart of the detection scheme of the present invention;
图 5是真币的压痕特征图像; Figure 5 is an indentation feature image of a genuine coin;
图 6是假币的压痕特征图像; Figure 6 is an indentation feature image of the counterfeit currency;
图 7是真、 假币压痕特征的灰度值投影图。 具体实施方式 Figure 7 is a projection of the gray value of the true and counterfeit indentation features. detailed description
以下描述和附图充分地示出本发明的具体实施方案, 以使本领域的技术 人员能够实践它们。 其他实施方案可以包括结构的、 逻辑的、 电气的、 过程 的以及其他的改变。 实施例仅代表可能的变化。 除非明确要求, 否则单独的 组件和功能是可选的, 并且操作的顺序可以变化。 一些实施方案的部分和特 征可以被包括在或替换其他实施方案的部分和特征。 本发明的实施方案的范 围包括权利要求书的整个范围, 以及权利要求书的所有可获得的等同物。 在 本文中, 本发明的这些实施方案可以被单独地或总地用术语 "发明"来表示, 这仅仅是为了方便, 并且如果事实上公开了超过一个的发明, 不是要自动地 限制该应用的范围为任何单个发明或发明构思。 The detailed description of the embodiments of the invention are set forth in the description Other embodiments may include structural, logical, electrical, process, and other changes. The examples represent only possible variations. Individual components and functions are optional unless explicitly required, and the order of operations can vary. Portions and features of some embodiments may be included or substituted for parts and features of other embodiments. The scope of the embodiments of the invention includes the full scope of the claims, and all equivalents of the claims. These embodiments of the invention may be referred to herein individually or collectively by the term "invention," for convenience only, and if more than one invention is disclosed, it is not intended to automatically limit the application. The scope is any single invention or inventive concept.
为达到本发明的目的, 一方面, 本发明提供一种纸币鉴伪方法, 包括:
获取纸币上开窗式安全线压痕特征所在区域被光束透射的透射图像; 分析识别所述图像中的压痕特征, 从而判断纸币真伪。 In order to achieve the object of the present invention, in one aspect, the present invention provides a method for authenticating a banknote, comprising: Acquiring a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam; analyzing and identifying the indentation feature in the image to determine the authenticity of the banknote.
在一些可选的实施例中, 所述的光束是红外光、 紫外光或白光。 In some optional embodiments, the beam of light is infrared light, ultraviolet light, or white light.
在一些可选的实施例中, 所述的分析识别图像中的压痕特征包括: 对压 痕特征所在区域的图像进行预处理, 对预处理过的图像进行分析。 In some optional embodiments, the analyzing the indentation features in the image comprises: pre-processing the image of the region where the indentation feature is located, and analyzing the pre-processed image.
在一些可选的实施例中, 所述对压痕特征所在区域的图像进行预处理包 括: In some optional embodiments, the pre-processing of the image of the region in which the indentation feature is located includes:
定位图像中安全线位置, 对压痕特征所在区域图像进行二值化处理; 对经过二值化处理后的图像进行去噪处理。 Positioning the security line in the image, binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
在一些可选的实施例中, 所述对预处理过的图像进行分析包括: 分别对 经过预处理的图像中安全线两侧的压痕特征通过灰度值投影图进行分析。 In some optional embodiments, the analyzing the preprocessed image comprises: analyzing the indentation features on both sides of the security line in the preprocessed image by a gray value projection map, respectively.
在一些可选的实施例中, 所述的灰度值投影图的 X轴坐标是纸币宽度的 像素数值; y轴坐标是灰度数值。 In some optional embodiments, the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
在一些可选的实施例中, 所述通过灰度值投影图进行分析包括: 通过检测所述灰度值投影图中的上升沿和下降沿, 计算对应上升沿和下 降沿的 X轴坐标差值, 得出波峰宽度; In some optional embodiments, the analyzing by the gray value projection map comprises: calculating an X-axis coordinate difference between the rising edge and the falling edge by detecting a rising edge and a falling edge in the gray value projection map Value, the peak width is obtained;
当所述波峰宽度满足设定范围时, 为真币的压痕特征。 When the peak width satisfies the set range, it is an indentation feature of the genuine coin.
在一些可选的实施例中, 所述波峰宽度是明纹的宽度。 本发明的另一方面是提供一种纸币鉴伪装置, 包括: In some optional embodiments, the peak width is the width of the open line. Another aspect of the present invention provides a banknote authentication device, including:
光源和图像传感器, 分别安置于走钞通道上下两侧; The light source and the image sensor are respectively disposed on the upper and lower sides of the banknote passage;
图像传感器获取纸币上开窗式安全线压痕特征所在区域被光束透射的 透射图像; The image sensor obtains a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam;
总控电路分析识别所述图像中的压痕特征, 从而判断纸币真伪。 The master control circuit analyzes and identifies the indentation features in the image to determine the authenticity of the banknote.
在一些可选的实施例中,所述的光源是红外光源、紫外光源或普通光源。 在一些可选的实施例中, 所述的图像传感器是接触式图像传感器 CIS。 在一些可选的实施例中, 所述的总控电路包括: In some optional embodiments, the light source is an infrared source, an ultraviolet source, or a common source. In some alternative embodiments, the image sensor is a contact image sensor CIS. In some optional embodiments, the total control circuit includes:
预处理模块, 对压痕特征所在区域的图像进行预处理; a pre-processing module that preprocesses an image of an area in which the indentation feature is located;
识别模块, 对预处理过的图像进行分析。 The identification module analyzes the preprocessed image.
在一些可选的实施例中, 所述的预处理模块用于: In some optional embodiments, the pre-processing module is configured to:
定位图像中安全线位置, 对压痕特征所在区域图像进行二值化处理;
对经过二值化处理后的图像进行去噪处理。 Positioning the security line in the image, and binarizing the image of the area where the indentation feature is located; Denoising the image after binarization.
在一些可选的实施例中, 所述识别模块分别对经过预处理的图像中安全 线两侧的压痕特征通过灰度值投影图进行分析。 In some optional embodiments, the identification module analyzes the indentation features on both sides of the security line in the preprocessed image by a gray value projection map.
在一些可选的实施例中, 所述的灰度值投影图的 X轴坐标是纸币宽度的 像素数值; y轴坐标是灰度数值。 In some optional embodiments, the X-axis coordinate of the grayscale projection map is a pixel value of the banknote width; the y-axis coordinate is a grayscale value.
在一些可选的实施例中, 所述的识别模块用于: In some optional embodiments, the identification module is configured to:
通过检测所述灰度值投影图中的上升沿和下降沿, 计算对应上升沿和下 降沿的 X轴坐标差值, 得出波峰宽度; By detecting the rising edge and the falling edge of the gray value projection map, calculating the X-axis coordinate difference corresponding to the rising edge and the falling edge, and obtaining the peak width;
当所述波峰宽度满足设定范围时, 为真币的压痕特征。 When the peak width satisfies the set range, it is an indentation feature of the genuine coin.
在一些可选的实施例中, 所述波峰宽度是明纹的宽度。 图 1为本发明所述的鉴伪装置结构示意图。 1为图像传感器 CIS, 2为 光源, 3为走钞通道, 4为走钞通道入口, 5为走钞通道出口。 当系统启动后, 纸币通过走钞通道入口 4, 经过走钞通道 3, 在进入图像传感器 1 和光源 2 之间的通道时,对管被触发后, 图像传感器 1开始釆集图像, 图像釆集完毕, 识别模块(图中未示出)开始识别, 根据识别结果进行停钞或分钞, 纸币最 后从走钞通道出口 5运出。 当光源 2使用红外或紫外光源时, 可以获得良好 的效果。 In some optional embodiments, the peak width is the width of the open line. FIG. 1 is a schematic structural view of a security device according to the present invention. 1 is the image sensor CIS, 2 is the light source, 3 is the banknote channel, 4 is the entrance of the banknote channel, and 5 is the exit of the banknote channel. When the system is started, the banknote passes through the banknote channel entrance 4, passes through the banknote channel 3, and when entering the channel between the image sensor 1 and the light source 2, after the tube is triggered, the image sensor 1 starts to collect images, and the image is collected. When the identification module (not shown) starts to recognize, the banknote is stopped or dispensed according to the recognition result, and the banknote is finally transported out from the banknote exit 5. Good results can be obtained when the light source 2 uses an infrared or ultraviolet light source.
通过图 2和图 3可以明显看出真、 假币的压痕特征, 图 2是真币在被红 外光束透射下, 图像传感器釆集到的图像, 图 3是假币的图像。 可以看出假 币在安全线周围并无明暗相间的压痕特征图案, 相对比, 真币则有明显的条 状明暗相间的压痕图案, 通过边缘处理, 相关信息提取, 特征分析, 可以把 假币检测出来。 The indentation features of true and counterfeit coins can be clearly seen from Fig. 2 and Fig. 3, and Fig. 2 is an image of the real currency reflected by the image beam, and Fig. 3 is an image of the counterfeit currency. It can be seen that the counterfeit currency has no indentation pattern around the security line. In contrast, the real currency has obvious strip-shaped indentation patterns. Through edge processing, related information extraction, feature analysis, counterfeit currency can be used. Detected.
图 4是本发明技术方案的流程图, 使用本发明所述的鉴伪装置, 图像传 感器获取纸币上开窗式安全线压痕特征所在区域被光束透射的透射图像后, 识别模块对图像进行分析, 首先, 定位图像中安全线位置, 然后, 在图示的 检测方法中, 在定位到安全线位置后, 先检测左侧的安全线附近区域是否存 在明暗条纹。 检测方法为通过动态多阈值进行图像二值化, 进行图像提取。
然后通过腐蚀方法进行去噪处理, 最后投影根据波峰存在的个数以检测所述 安全线两边的压痕特征,如果都具有所述的压痕特征, 则判断为真币; 否贝' J , 判断为 4叚币, 进行停机或分钞处理。 4 is a flow chart of the technical solution of the present invention. After the image sensor is used to obtain the transmission image of the area where the indentation feature of the window-opening security line on the banknote is transmitted by the light beam, the identification module analyzes the image. First, locate the position of the safety line in the image. Then, in the detection method shown in the figure, after positioning to the position of the safety line, first detect whether there is light and dark stripes in the area near the safety line on the left side. The detection method is image binarization by dynamic multi-threshold, and image extraction is performed. Then, the denoising process is performed by an etching method, and finally the projection is based on the number of peaks to detect the indentation features on both sides of the security line, and if both have the indentation feature, it is judged to be a genuine coin; Judgment is 4 coins, stop or divide the banknotes.
图 5和图 6是分别对真币和假币图像进行二值化、 去噪处理后的图像。 本发明提供的方案, 通过对釆集到的纸币图像二值化和去噪处理后, 对安全 线一侧的压痕特征通过灰度值投影图分析, 再对另一侧的压痕特征通过灰度 值投影图分析; 灰度值投影图如图 7所示; 该灰度值投影图的 X轴坐标是纸 币宽度的像素数值; y轴坐标是灰度数值。通过检测对应上升沿和下降沿的 X 轴坐标差值, 计算波峰宽度, 此宽度对应为明纹的宽度, 检测一定幅值变化 的边沿可以确定所述投影图中波峰的起始和结束是否存在, 起始和结束均存 在且宽度满足一定范围的即是真币的压痕特征。 在图 7中, 真币的特征图像 在 y轴方向进行投影后, 可以得到条纹的压痕特征投影图, 真币具有明显的 波峰波谷的起伏, 而假币由于没有条纹, 因此投影的曲线没有一定的规律。 从投影曲线可以看出真币具有明显的波峰波谷且具有一定的宽度, 而假币则 无此类特征, 多为尖锐脉冲。 因此通过检测一定幅值的边沿可以确定波峰的 存在, 同时检测对应上升沿和下降沿的 X轴坐标差值, 计算波峰宽度。 符合 此条件的为合法波峰(明暗条纹中的明纹),从而根据波峰的个数进行真假判 断。 属于一般的防伪点, 明暗条纹是由于纸纤维密度在制作开窗式安全线时发生 了变化从而对透射时的红外或紫外光的吸收特性有所不同, 造成图像的亮暗 变化,该特征具有极其隐蔽的防伪特性。而流通的假币均在安全线开窗防制, 安全线磁性仿制上高仿真币。 由于缺乏真币的开窗式安全线的制作工艺而就 无法防制出该压痕特征。 由于该特征在光束透射下为明暗相间的条纹间隔, 而假币均无此类图案, 因此鉴伪方法简单, 稳定性高。 本发明通过分析现实 问题的原理和造假的出发点, 提出了基于光束透射的开窗式安全线的压痕特 征鉴伪方法和装置。 与传统的基于反射成像鉴别货币真伪相比, 本发明具有 不易破解, 货币种类适应性强, 硬件成本低等优点。 Figures 5 and 6 are images obtained by binarizing and denoising the real and counterfeit images, respectively. According to the solution provided by the present invention, after the binarization and denoising processing of the banknote image collected by the cockroach, the indentation feature on the side of the security line is analyzed by the gradation value projection image, and then the indentation feature on the other side is passed. Gray value projection map analysis; Gray value projection map is shown in Figure 7; the X-axis coordinate of the gray value projection map is the pixel value of the banknote width; the y-axis coordinate is the gray value. The peak width is calculated by detecting the difference between the X-axis coordinates of the corresponding rising edge and the falling edge, and the width corresponds to the width of the open grain. The edge detecting the change of the amplitude can determine whether the start and end of the peak in the projected image exist. , the indentation feature of the real currency exists in both the start and the end and the width satisfies a certain range. In Fig. 7, after the feature image of the real coin is projected in the y-axis direction, a projection map of the indentation feature of the stripe can be obtained, and the real coin has an obvious fluctuation of the peak trough, and the counterfeit currency has no streak, so the projection curve does not have a certain The law. It can be seen from the projection curve that the real currency has obvious peaks and troughs and has a certain width, while the counterfeit currency has no such characteristics, and is mostly a sharp pulse. Therefore, by detecting the edge of a certain amplitude, the existence of the peak can be determined, and the X-axis coordinate difference corresponding to the rising edge and the falling edge is detected, and the peak width is calculated. Those that meet this condition are legal peaks (clear lines in light and dark stripes), so that true and false judgments are made based on the number of peaks. It belongs to the general security point. The light and dark stripes are caused by the change of the paper fiber density when making the window-opening security thread, so that the absorption characteristics of infrared or ultraviolet light during transmission are different, resulting in bright and dark changes of the image. Extremely hidden security features. The circulating counterfeit coins are all opened in the security line to open the window, and the safety line magnetic imitation is high on the simulation coin. The indentation feature cannot be prevented due to the manufacturing process of the window-opening safety thread lacking genuine coins. Since the feature is a light-dark stripe spacing under the transmission of the light beam, and the counterfeit currency has no such pattern, the method of authenticity is simple and the stability is high. The invention proposes an indentation feature judging method and device for a window-opening safety line based on beam transmission by analyzing the principle of the real problem and the starting point of the fraud. Compared with the traditional image recognition based on reflection imaging, the invention has the advantages of being difficult to crack, strong adaptability of currency types, and low hardware cost.
本发明提供的检测方法和装置受纸币在机械走钞腔内走钞情况影响较
小, 获取压痕特征的效果也可以保证。 其次, 对于不同的币种, 安全线压痕 特征即使在纸币的位置各不相同, 通过一套设备也可以完成不同币种纸币的 检测。 当发行新版纸币时, 只需要通过软件升级就可以完成设备升级。 在进 行机械部分设计时可以使得结构更为紧凑, 设备组装也更加方便。 有效的节 省硬件成本。 传统的反射式图像釆集设备由于需在上下左右方向进行图像识 别, 因此至少需要上下两套釆集设备才能完成全部釆集工作。 本发明提供的 鉴伪装置对于正反两种走钞方式, 通过算法区别出上下方向即可处理纸币的 上下不同位置带来的不同图像的问题。 因此只需要一个光源和成像设备即可 完成釆集图像过程。 本发明提供的检测方法和装置检测识别率高、 性能稳定 可靠。 The detection method and device provided by the invention are affected by the banknotes in the mechanical banknote pocket Small, the effect of obtaining indentation features is also guaranteed. Secondly, for different currency types, the security line indentation features can be detected in different currency types even if the positions of the banknotes are different. When a new version of a banknote is issued, the device upgrade can be completed only through a software upgrade. When the mechanical part is designed, the structure can be made more compact and the equipment assembly is more convenient. Effectively save hardware costs. Since the conventional reflective image collection device needs to perform image recognition in the up, down, left, and right directions, at least two sets of collection devices are required to complete all the collection work. The anti-counterfeiting device provided by the invention can solve the problem of different images brought by different positions of the upper and lower sides of the banknote by distinguishing the up-and-down direction by the algorithm. Therefore, only one light source and imaging device is needed to complete the image acquisition process. The detection method and device provided by the invention have high detection rate and stable and reliable performance.
除非另外具体陈述, 术语比如处理、 计算、 运算、 确定、 显示等等可以 指一个或更多个处理或者计算系统、 或类似设备的动作和 /或过程, 所述动 作和 /或过程将表示为处理系统的寄存器或存储器内的物理 (如电子)量的数 据操作和转换成为类似地表示为处理系统的存储器、 寄存器或者其他此类信 息存储、 发射或者显示设备内的物理量的其他数据。 信息和信号可以使用多 种不同的技术和方法中的任何一种来表示。 例如, 在贯穿上面的描述中提及 的数据、 指令、 命令、 信息、 信号、 比特、 符号和码片可以用电压、 电流、 电磁波、 磁场或粒子、 光场或粒子或者其任意组合来表示。 Unless specifically stated otherwise, terms such as processing, computing, computing, determining, displaying, etc. may refer to actions and/or processes of one or more processing or computing systems, or similar devices, which are represented as The physical (e.g., electronic) amount of data manipulation and conversion within the registers or memory of the processing system is similarly represented as memory, registers, or other such information of the processing system to store, transmit, or otherwise display other quantities of data within the device. Information and signals can be represented using any of a variety of different techniques and methods. For example, the data, instructions, commands, information, signals, bits, symbols, and chips referred to throughout the above description may be represented by voltages, currents, electromagnetic waves, magnetic fields or particles, light fields or particles, or any combination thereof.
应该明白, 公开的过程中的步骤的特定顺序或层次是示例性方法的实 例。 基于设计偏好, 应该理解, 过程中的步骤的特定顺序或层次可以在不脱 离本公开的保护范围的情况下得到重新安排。 所附的方法权利要求以示例性 的顺序给出了各种步骤的要素, 并且不是要限于所述的特定顺序或层次。 It is understood that the specific order or hierarchy of steps in the process disclosed is an example of an exemplary method. Based on a design preference, it is understood that the specific order or hierarchy of steps in the process can be rearranged without departing from the scope of the disclosure. The appended method claims set forth the elements of the various steps, and are not intended to
在上述的详细描述中, 各种特征一起组合在单个的实施方案中, 以简化 本公开。 不应该将这种公开方法解释为反映了这样的意图, 即, 所要求保护 的主题的实施方案需要比清楚地在每个权利要求中所陈述的特征更多的特 征。 相反, 如所附的权利要求书所反映的那样, 本发明处于比所公开的单个 实施方案的全部特征少的状态。 因此, 所附的权利要求书特此清楚地被并入 详细描述中, 其中每项权利要求独自作为本发明单独的优选实施方案。 In the above Detailed Description, various features are grouped together in a single embodiment to simplify the disclosure. This method of disclosure should not be interpreted as reflecting the intent that the embodiments of the claimed subject matter require more features than those set forth in the claims. Rather, as the following claims reflect, the invention is in a <RTIgt; Therefore, the following claims are hereby expressly incorporated into the claims
本领域技术人员还应当理解, 结合本文的实施例描述的各种说明性的逻 辑框、模块、 电路和方法步骤均可以实现成电子硬件、计算机软件或其组合。 为了清楚地说明硬件和软件之间的可交换性,上面对各种说明性的部件、框、
模块、 电路和步骤均围绕其功能进行了一般地描述。 至于这种功能是实现成 硬件还是实现成软件, 取决于特定的应用和对整个系统所施加的设计约束条 件。 熟练的技术人员可以针对每个特定应用, 以变通的方式实现所描述的功 能, 但是, 这种实现决策不应解释为背离本公开的保护范围。 Various illustrative logical blocks, modules, circuits, and method steps described in connection with the embodiments herein can be implemented as electronic hardware, computer software, or combinations thereof. To clearly illustrate the interchangeability between hardware and software, various illustrative components, blocks, Modules, circuits, and steps are generally described around their function. Whether such functionality is implemented as hardware or as software depends on the particular application and design constraints imposed on the overall system. Skilled artisans are capable of <Desc/Clms Page number>></RTI><RTIgt;</RTI><RTIgt;</RTI><RTIgt;</RTI><RTIgt;
用于执行本申请所述功能的通用处理器、 数字信号处理器 (DSP)、 专用 集成电路 (ASIC)、现场可编程门阵列(FPGA)或其它可编程逻辑器件、分立门 或者晶体管逻辑、 分立硬件组件或者其任意组合, 可以实现或执行结合本文 的实施例所描述的各种说明性的逻辑框图、 模块和电路。 通用处理器可以是 微处理器, 或者, 该处理器也可以是任何常规的处理器、 控制器、 微控制器 或者状态机。 处理器也可能实现为计算设备的组合, 例如, DSP和微处理器 的组合、 多个微处理器、 一个或多个微处理器与 DSP 内核的结合, 或者任 何其它此种结构。 General purpose processor, digital signal processor (DSP), application specific integrated circuit (ASIC), field programmable gate array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete for performing the functions described herein The various illustrative logical block diagrams, modules, and circuits described in connection with the embodiments herein can be implemented or executed in hardware components or any combination thereof. The general purpose processor may be a microprocessor, or the processor may be any conventional processor, controller, microcontroller or state machine. The processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, a combination of one or more microprocessors and a DSP core, or any other such structure.
结合本文的实施例所描述的方法或者方法的步骤可直接体现为硬件、 由 处理器执行的软件模块或其组合。 软件模块可以位于 RAM存储器、 闪存、 ROM存储器、 EPROM存储器、 EEPROM存储器、 寄存器、 硬盘、 移动磁 盘、 CD-ROM或者本领域熟知的任何其它形式的存储介质中。一种示例性的 存储介质连接至处理器, 从而使处理器能够从该存储介质读取信息, 且可向 该存储介质写入信息。 当然, 存储介质也可以是处理器的组成部分。 处理器 和存储介质可以位于 ASIC中。 该 ASIC可以位于用户终端中。 当然, 处理 器和存储介质也可以作为分立组件存在于用户终端中。 The steps of a method or method described in connection with the embodiments herein may be embodied as hardware, a software module executed by a processor, or a combination thereof. The software module can reside in RAM memory, flash memory, ROM memory, EPROM memory, EEPROM memory, registers, hard disk, removable disk, CD-ROM, or any other form of storage medium known in the art. An exemplary storage medium is coupled to the processor to enable the processor to read information from, and write information to, the storage medium. Of course, the storage medium can also be an integral part of the processor. The processor and storage media can be located in an ASIC. The ASIC can be located in the user terminal. Of course, the processor and the storage medium can also exist as discrete components in the user terminal.
为使本领域内的任何技术人员能够实现或者使用本发明, 上面对所公开 实施例进行了描述。 对于本领域技术人员来说; 这些实施例的各种修改方式 都是显而易见的, 并且本文定义的一般原理也可以在不脱离本公开的精神和 保护范围的基础上适用于其它实施例。 因此, 本公开并不限于本文给出的实 施例, 而是与本申请公开的原理和新颖性特征的最广范围相一致。 The disclosed embodiments have been described above in order to enable any person skilled in the art to make or use the invention. The various modifications of the embodiments are obvious to those skilled in the art, and the general principles defined herein may be applied to other embodiments without departing from the spirit and scope of the disclosure. Therefore, the present disclosure is not limited to the embodiments presented herein, but is in accordance with the broadest scope of the principles and novel features disclosed herein.
对于软件实现,本申请中描述的技术可用执行本申请所述功能的模块 (例 如, 过程、 函数等)来实现。 这些软件代码可以存储在存储器单元并由处理器 执行。 存储器单元可以实现在处理器内, 也可以实现在处理器外, 在后一种 情况下, 它经由各种手段以通信方式耦合到处理器, 这些都是本领域中所公 知的。 For software implementations, the techniques described in this application can be implemented with modules (e.g., procedures, functions, etc.) that perform the functions described herein. These software codes can be stored in a memory unit and executed by the processor. The memory unit can be implemented within the processor or external to the processor. In the latter case, it is communicatively coupled to the processor via various means, which are well known in the art.
而且, 本文所述的各个方面或特征可以作为使用标准的程序设计和 /或
工程技术的方法、 装置或制品来实现。 本文所使用的术语 "制品" 是要包括 可以从任何计算机可读的设备、 载波或介质来访问的计算机程序。 例如, 计 算机可读的介质可以包括但不限于磁存储设备 (例如, 硬盘、 软盘、 磁带等)、 光盘 (例如, 紧凑光盘 (CD)、 数字通用光盘 (DVD)等)、 智能卡以及闪速存储 设备 (例如, EPROM、 卡、 棒、 钥匙驱动器等)。 此外, 本文描述的各种存储 介质表示为用于存储信息的一个或多个设备和 /或其它机器可读介质。 术语 "机器可读介质" 包括但不限于能够存储、 包含和 /或携带指令和 /或数据 的无线信道和各种其它介质。 Moreover, various aspects or features described herein can be used as standard programming and/or Engineering methods, devices or articles are implemented. The term "article of manufacture" as used herein is intended to include a computer program that can be accessed from any computer-readable device, carrier, or media. For example, a computer readable medium can include, but is not limited to, a magnetic storage device (eg, a hard disk, a floppy disk, a magnetic tape, etc.), an optical disk (eg, a compact compact disk (CD), a digital versatile disk (DVD), etc.), a smart card, and flash storage. Equipment (eg EPROM, card, stick, key drive, etc.). Furthermore, various storage media described herein are represented as one or more devices and/or other machine-readable media for storing information. The term "machine-readable medium" includes, but is not limited to, wireless channels and various other mediums capable of storing, containing, and/or carrying instructions and/or data.
上文的描述包括一个或多个实施例的举例。 当然, 为了描述上述实施例 而描述部件或方法的所有可能的结合是不可能的, 但是本领域普通技术人员 应该认识到, 各个实施例可以做进一步的组合和排列。 因此, 本文中描述的 实施例旨在涵盖落入所附权利要求书的保护范围内的所有这样的改变、 修改 和变型。 此外, 就说明书或权利要求书中使用的术语 "包含", 该词的涵盖方 式类似于术语 "包括", 就如同 "包括," 在权利要求中用作衔接词所解释的 那样。 此外, 使用在权利要求书的说明书中的任何一个术语 "或者" 是要表 示 "非排它性的或者"。
The above description includes examples of one or more embodiments. Of course, it is not possible to describe all possible combinations of components or methods for the purpose of describing the above-described embodiments, but one of ordinary skill in the art will recognize that the various embodiments can be further combined and arranged. Therefore, the embodiments described herein are intended to cover all such modifications, modifications and variations as fall within the scope of the appended claims. Furthermore, the term "comprising", as used in the specification or the claims, is intended to be inclusive of the term "comprising" as used in the claims. Moreover, any term "or" used in the specification of the claims is intended to mean "non-exclusive or".
Claims
1. 一种纸币鉴伪方法, 其特征在于, 包括: A method for authenticating banknotes, comprising:
获取纸币上开窗式安全线压痕特征所在区域被光束透射的透射图像; 分析识别所述图像中的压痕特征, 从而判断纸币真伪。 Acquiring a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam; analyzing and identifying the indentation feature in the image to determine the authenticity of the banknote.
2. 如权利要求 1所述的方法, 其特征在于, 所述的光束是红外光、 紫外光或 白光。 2. The method according to claim 1, wherein the light beam is infrared light, ultraviolet light or white light.
3. 如权利要求 1所述的方法,其特征在于, 所述的分析识别图像中的压痕特 征包括: 对压痕特征所在区域的图像进行预处理, 对预处理过的图像进行分 3. The method according to claim 1, wherein the analyzing the indentation features in the image comprises: preprocessing an image of an area in which the indentation feature is located, and dividing the preprocessed image.
4. 如权利要求 3所述的方法,其特征在于, 所述对压痕特征所在区域的图像 进行预处理包括: 4. The method of claim 3, wherein the pre-processing the image of the region in which the indentation feature is located comprises:
定位图像中安全线位置, 对压痕特征所在区域图像进行二值化处理; 对经过二值化处理后的图像进行去噪处理。 Positioning the security line in the image, binarizing the image of the region where the indentation feature is located; performing denoising on the binarized image.
5. 如权利要求 3所述的方法,其特征在于, 所述对预处理过的图像进行分析 包括: 分别对经过预处理的图像中安全线两侧的压痕特征通过灰度值投影图 进行分析。 The method according to claim 3, wherein the analyzing the preprocessed image comprises: respectively performing indentation features on both sides of the security line in the preprocessed image by using a gray value projection image analysis.
6. 如权利要求 5所述的方法,其特征在于, 所述的灰度值投影图的 X轴坐标 是纸币宽度的像素数值; y轴坐标是灰度数值。 6. The method according to claim 5, wherein the X-axis coordinate of the gradation value projection map is a pixel value of a banknote width; and the y-axis coordinate is a gradation value.
7. 如权利要求 5所述的方法,其特征在于, 所述通过灰度值投影图进行分析 包括: 7. The method according to claim 5, wherein the analyzing by the gray value projection map comprises:
通过检测所述灰度值投影图中的上升沿和下降沿, 计算对应上升沿和下降沿 的 X轴坐标差值, 得出波峰宽度; By detecting the rising edge and the falling edge of the gray value projection map, calculating the X-axis coordinate difference between the corresponding rising edge and the falling edge, and obtaining the peak width;
当所述波峰宽度满足设定范围时, 为真币的压痕特征。 When the peak width satisfies the set range, it is an indentation feature of the genuine coin.
8. 如权利要求 7所述的方法, 其特征在于, 所述波峰宽度是明纹的宽度。 8. The method of claim 7, wherein the peak width is the width of the open line.
9.一种纸币鉴伪装置, 其特征在于, 包括: A banknote counterfeiting device, comprising:
光源和图像传感器, 分别安置于走钞通道上下两侧; The light source and the image sensor are respectively disposed on the upper and lower sides of the banknote passage;
图像传感器获取纸币上开窗式安全线压痕特征所在区域被光束透射的透射图 像; The image sensor obtains a transmission image of the area where the indentation feature of the window-opening safety line on the banknote is transmitted by the light beam;
总控电路分析识别所述图像中的压痕特征, 从而判断纸币真伪。 The master control circuit analyzes and identifies the indentation features in the image to determine the authenticity of the banknote.
10. 如权利要求 9所述的装置, 其特征在于, 所述的光源是红外光源、 紫外 光源或普通光源。 10. Apparatus according to claim 9, wherein said light source is an infrared source, an ultraviolet source or a common source.
11. 如权利要求 9所述的装置, 其特征在于, 所述的图像传感器是接触式图 像传感器 CIS。 11. Apparatus according to claim 9 wherein said image sensor is a contact image sensor CIS.
12. 如权利要求 9所述的装置, 其特征在于, 所述的总控电路包括: 预处理模块, 对压痕特征所在区域的图像进行预处理; 12. The device according to claim 9, wherein the total control circuit comprises: a pre-processing module for pre-processing an image of an area where the indentation feature is located;
识别模块, 对预处理过的图像进行分析。 The identification module analyzes the preprocessed image.
13. 如权利要求 12所述的装置, 其特征在于, 所述的预处理模块用于: 定位图像中安全线位置, 对压痕特征所在区域图像进行二值化处理; 对经过二值化处理后的图像进行去噪处理。 The device according to claim 12, wherein the pre-processing module is configured to: position a security line in the image, perform binarization processing on the image of the region where the indentation feature is located; The subsequent image is denoised.
14. 如权利要求 12 所述的装置, 其特征在于, 所述识别模块分别对经过预 处理的图像中安全线两侧的压痕特征通过灰度值投影图进行分析。 14. The apparatus according to claim 12, wherein the identification module analyzes the indentation features on both sides of the security line in the preprocessed image by a gray value projection map.
15. 如权利要求 14所述的装置, 其特征在于, 所述的灰度值投影图的 X轴 坐标是纸币宽度的像素数值; y轴坐标是灰度数值。 15. The apparatus according to claim 14, wherein the X-axis coordinate of the gradation value projection map is a pixel value of a banknote width; and the y-axis coordinate is a gradation value.
16. 如权利要求 14所述的装置, 其特征在于, 所述的识别模块用于: 通过检测所述灰度值投影图中的上升沿和下降沿, 计算对应上升沿和下降沿 的 X轴坐标差值, 得出波峰宽度; The device according to claim 14, wherein the identification module is configured to: calculate an X axis corresponding to the rising edge and the falling edge by detecting a rising edge and a falling edge in the gray value projection map The coordinate difference, the peak width is obtained;
当所述波峰宽度满足设定范围时, 为真币的压痕特征。 When the peak width satisfies the set range, it is an indentation feature of the genuine coin.
17. 如权利要求 16所述的装置, 其特征在于, 所述波峰宽度是明纹的宽度。 17. Apparatus according to claim 16 wherein said peak width is the width of the open line.
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US9685020B2 (en) | 2012-11-13 | 2017-06-20 | Giesecke & Devrient Gmbh | Apparatus and method for checking value documents |
US9741954B2 (en) | 2013-06-13 | 2017-08-22 | Basf Se | Optical detector and method for manufacturing the same |
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Publication number | Priority date | Publication date | Assignee | Title |
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Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0659936A2 (en) * | 1993-12-23 | 1995-06-28 | Giesecke & Devrient GmbH | Security paper with thread- or tape-like security element |
CN2270994Y (en) * | 1996-12-30 | 1997-12-17 | 党治平 | Static or dynamic micro-analysis desk type false descriminator |
CN1808500A (en) * | 2005-07-12 | 2006-07-26 | 黄子志 | Light source system for micro banknote tester |
CN1910628A (en) * | 2004-01-16 | 2007-02-07 | 德拉鲁国际公司 | Security substrate incorporating elongate security elements |
WO2008031584A1 (en) * | 2006-09-13 | 2008-03-20 | Giesecke & Devrient Gmbh | Data storage medium with transponder |
CN102005078A (en) * | 2010-12-23 | 2011-04-06 | 北京新岸线软件科技有限公司 | Method and device for recognizing paper currencies and tickets |
-
2011
- 2011-04-11 CN CN201110088920XA patent/CN102737435A/en active Pending
- 2011-08-23 WO PCT/CN2011/078794 patent/WO2012139354A1/en active Application Filing
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0659936A2 (en) * | 1993-12-23 | 1995-06-28 | Giesecke & Devrient GmbH | Security paper with thread- or tape-like security element |
CN2270994Y (en) * | 1996-12-30 | 1997-12-17 | 党治平 | Static or dynamic micro-analysis desk type false descriminator |
CN1910628A (en) * | 2004-01-16 | 2007-02-07 | 德拉鲁国际公司 | Security substrate incorporating elongate security elements |
CN1808500A (en) * | 2005-07-12 | 2006-07-26 | 黄子志 | Light source system for micro banknote tester |
WO2008031584A1 (en) * | 2006-09-13 | 2008-03-20 | Giesecke & Devrient Gmbh | Data storage medium with transponder |
CN102005078A (en) * | 2010-12-23 | 2011-04-06 | 北京新岸线软件科技有限公司 | Method and device for recognizing paper currencies and tickets |
Cited By (28)
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---|---|---|---|---|
US9685020B2 (en) | 2012-11-13 | 2017-06-20 | Giesecke & Devrient Gmbh | Apparatus and method for checking value documents |
US10120078B2 (en) | 2012-12-19 | 2018-11-06 | Basf Se | Detector having a transversal optical sensor and a longitudinal optical sensor |
US10845459B2 (en) | 2013-06-13 | 2020-11-24 | Basf Se | Detector for optically detecting at least one object |
US9741954B2 (en) | 2013-06-13 | 2017-08-22 | Basf Se | Optical detector and method for manufacturing the same |
US9829564B2 (en) | 2013-06-13 | 2017-11-28 | Basf Se | Detector for optically detecting at least one longitudinal coordinate of one object by determining a number of illuminated pixels |
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US10012532B2 (en) | 2013-08-19 | 2018-07-03 | Basf Se | Optical detector |
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US11860292B2 (en) | 2016-11-17 | 2024-01-02 | Trinamix Gmbh | Detector and methods for authenticating at least one object |
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US11067692B2 (en) | 2017-06-26 | 2021-07-20 | Trinamix Gmbh | Detector for determining a position of at least one object |
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