WO2016049979A1 - Bank note recognition method and apparatus - Google Patents
Bank note recognition method and apparatus Download PDFInfo
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- WO2016049979A1 WO2016049979A1 PCT/CN2014/092868 CN2014092868W WO2016049979A1 WO 2016049979 A1 WO2016049979 A1 WO 2016049979A1 CN 2014092868 W CN2014092868 W CN 2014092868W WO 2016049979 A1 WO2016049979 A1 WO 2016049979A1
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- 238000000034 method Methods 0.000 title claims abstract description 34
- 238000005286 illumination Methods 0.000 claims description 21
- 230000000295 complement effect Effects 0.000 claims description 12
- 238000007646 gravure printing Methods 0.000 claims description 12
- 238000007639 printing Methods 0.000 claims description 7
- 239000000284 extract Substances 0.000 claims description 6
- 238000001228 spectrum Methods 0.000 claims description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 2
- 238000007645 offset printing Methods 0.000 description 2
- 230000006978 adaptation Effects 0.000 description 1
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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
- G07D7/121—Apparatus characterised by sensor details
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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
- G07D7/04—Testing magnetic properties of the materials thereof, e.g. by detection of magnetic imprint
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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
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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
- G07D7/20—Testing patterns thereon
Definitions
- the present disclosure relates to the field of information processing technologies, and in particular, to a banknote identification method and apparatus.
- counterfeit currency is usually identified by means of a money detector, but the technology of counterfeiting banknotes is constantly developing, and the function update of the money detector has a certain lag, especially for the newly appeared counterfeit currency on the market cannot be accurately identified, even through people.
- Active identification different people have different ability to identify the authenticity of banknotes, and counterfeit currency information needs to be broadcasted through media and other channels to be accepted by people. Counterfeit money can still be identified accurately and in time, thus affecting market order and normal people. life.
- the embodiment of the present disclosure provides a banknote identification method and device.
- a banknote identification method including:
- the terminal acquires an image of the banknote
- the terminal performs analysis processing on the acquired image of the banknote to acquire image feature information
- the terminal compares the image feature information with the preset image feature to obtain a banknote recognition result, wherein the preset image feature is feature information of a genuine coin.
- the acquiring the image of the banknote by the terminal specifically includes:
- a banknote image is obtained by photographing or scanning a banknote using a terminal having a white light or multi-spectral image capturing function or an irradiation shooting function with ultraviolet light or infrared light.
- the terminal performs an analysis process on the acquired image of the banknote, and acquires image feature information, which specifically includes:
- the terminal acquires a pixel point of the banknote image
- the terminal calculates a gray value of the pixel, and extracts the image feature information according to the gray value.
- the terminal performs an analysis process on the acquired image of the banknote, and acquires image feature information, which specifically includes:
- the terminal acquires a texture and a local gray value of the banknote image
- the terminal detects a boundary according to the texture of the banknote image and the local gray value
- the terminal acquires image feature information according to the boundary.
- the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, an offset micro-text, a light-changing ink denomination number, a yin-positive complementary printing pattern, and an engraved gravure printing pattern.
- the terminal compares the image feature information with the preset image feature, and obtains the banknote recognition result, including:
- the terminal sets the image feature information and the fixed pattern and watermark in the threshold image sample information, the holographic magnetic window security thread, the hand-carved avatar, the invisible denomination number, the offset micro-text, the light-changing ink denomination number, the yin-yang complementary printing pattern, Engraving gravure printing pattern, two-color shaped cross-number and infrared pattern under infrared illumination, and purple pattern under violet illumination are compared one by one;
- the method further includes displaying the banknote recognition result to a user.
- the present disclosure provides a bill identification device, the device comprising:
- An analysis module configured to perform analysis processing on the acquired image of the banknote, and acquire image feature information
- the comparison module is configured to compare the image feature information with the preset image feature preset image feature to obtain a banknote recognition result, wherein the preset image feature preset image feature is characteristic information of the genuine currency.
- the acquisition module is specifically configured to capture or scan a banknote by using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light to obtain a banknote image.
- the analysis module is configured to acquire a pixel point of the banknote image; calculate a gray value of the pixel point, and extract the image feature information according to the gray value.
- the analysis module is configured to acquire a texture and a local gray value of the banknote image; and obtain a boundary according to the texture of the banknote image and the local gray value; and acquire image feature information according to the boundary.
- the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, an offset micro-text, a light-changing ink denomination number, a yin-positive complementary printing pattern, and an engraved gravure printing pattern.
- the analysis module is configured to use the image feature information and a fixed pattern and watermark in the preset image sample information, a holographic magnetic window security thread, a hand-engraved avatar, an invisible denomination number, an offset micro-text, a light-changing ink.
- Denomination figures, yin and yang complementary print patterns, engraved gravure printing patterns, two-color shaped cross-numbers and infrared patterns illuminated by infrared light, purple patterns under violet illumination Performing a one-to-one comparison; when the image feature information acquired by the terminal is compared with all the preset image feature information, the current banknote is obtained as a real coin recognition result; when any information comparison is unsuccessful, the current banknote is acquired The result of the identification of counterfeit currency.
- the device further includes:
- a display module configured to display the banknote recognition result to a user.
- the banknote image information through the terminal captured image, and comparing the acquired image information with the preset image feature. Since the preset image feature is the feature information of the genuine coin, the image information of the comparison banknote and the preset image feature information are It is possible to identify the banknotes. This identification method enables accurate and timely identification of banknotes. Moreover, this method of identification does not depend on the ability of a person to recognize a banknote. People only need to install an APP to easily identify the authenticity of the banknotes through smart devices, improve the user experience, and further protect the normal life and market order.
- FIG. 1 is a flow chart of a banknote identification method according to an exemplary embodiment.
- FIG. 2 is a flow chart of a banknote identification method, according to a specific exemplary embodiment.
- FIG. 3 is a block diagram of a banknote identification device, according to an exemplary embodiment.
- FIG. 4 is a block diagram of a bill identifying device, according to a specific exemplary embodiment.
- FIG. 1 is a flowchart of a method for identifying a banknote according to an exemplary embodiment, which is applied to a terminal, wherein the terminal may be a smart device such as a smart phone or a tablet, or may be a PC with an external camera and a scanning device. And other devices, as shown in Figure 1, the steps include the following steps:
- Step 101 The terminal acquires an image of the banknote:
- the terminal can acquire the banknote image by taking a photo or scanning.
- Step 102 The terminal performs analysis processing on the acquired image of the banknote to acquire image feature information, where the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, and an offset printing.
- image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, and an offset printing.
- Step 103 The terminal compares the image feature information with the preset image feature preset image feature to obtain a banknote recognition result, wherein the preset image feature preset image feature is feature information of a genuine coin.
- the banknote image information is acquired by the terminal captured image, and the acquired image information is compared with the preset image feature. Since the preset image feature is the feature information of the genuine currency, the image information of the comparison banknote is obtained.
- the banknotes can be identified with preset image feature information. When both When they match, the banknote is recognized as a genuine coin, and vice versa, the banknote is recognized as a counterfeit currency. This identification method enables accurate and timely identification of banknotes. Moreover, the recognition result of such paper authenticity does not depend on the ability of the person to recognize the banknote. People only need to install an APP to easily identify the authenticity of the banknotes through smart devices, improve the user experience, and further protect the normal life and market order.
- a banknote image is obtained by photographing or scanning a banknote using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light.
- the terminal can be equipped with a white light or multi-spectral image capturing function or a smart device with a single-lighting function camera with ultraviolet light and infrared light; multi-spectral photography refers to mixing a plurality of single-wavelength light sources into one mixed light source at the same time. , a number of different spectrally illuminated photographs of the target are obtained, wherein the spectral range is visible light, ultraviolet light, and infrared light.
- Step 202 The terminal acquires a pixel point of the banknote image.
- Step 203 The terminal calculates a gray value of the pixel, and extracts feature information of the image according to the gray value.
- steps 202-203 can also be implemented by the following steps:
- Step A-1 The terminal acquires a texture and a local gray value of the image of the banknote
- Step A-2 The terminal detects a boundary according to the texture of the banknote image and the local gray value
- Step A-3 The terminal acquires image feature information according to the boundary.
- Step 204 The terminal sets the image feature information and the fixed pattern and watermark in the threshold image sample information, the holographic magnetic window security thread, the hand-engraved avatar, the invisible denomination number, the offset micro-text, the light-changing ink denomination number, and the yin and yang complementary pairs.
- Printed pattern, engraved gravure printing pattern, two-color shaped The horizontal number is compared with the infrared pattern under infrared light illumination, the purple light pattern under violet illumination, etc., and when the comparison is successful, step 205 is performed; when any information comparison is unsuccessful, step 206 is performed.
- Step 205 Acquire a recognition result that the current banknote is a real coin.
- Step 206 Acquire a recognition result that the current banknote is a counterfeit currency.
- the image is captured by the terminal having the white light or multi-spectral image capturing function, and the acquired image information is compared with the preset image information to realize the identification of the banknote.
- the identification method can quickly and accurately identify the banknotes, so that people only need to install an APP to easily identify the true and false of the banknotes through the smart device, thereby improving the user experience and further ensuring normal life and market order. .
- the present disclosure also provides a banknote identification device, which is specifically referred to FIG.
- FIG. 3 is a schematic structural diagram of a bill identifying device provided by the present disclosure, as shown in FIG. 3, which includes:
- An obtaining module 301 configured to acquire an image of a banknote
- the analyzing module 302 is configured to perform analysis processing on the acquired image of the banknote to acquire image feature information;
- the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, and an offset printing Miniature text, light variable ink denomination number, yin and yang complementary print pattern, engraved gravure printing pattern, two-color shaped cross-number and infrared pattern under infrared illumination, purple light illumination under violet illumination; wherein the fixed pattern includes: characters and flowers.
- the comparison module 303 is configured to compare the image feature information with the preset image feature to obtain a banknote recognition result, wherein the preset image feature is feature information of a genuine coin.
- the acquisition module is specifically configured to capture or scan a banknote by using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light to obtain a banknote image.
- the analysis module is configured to acquire a pixel point of the banknote image; calculate a gray value of the pixel point, and extract the image feature information according to the gray value.
- the analysis module is configured to acquire a texture and a local gray value of the banknote image; and obtain a boundary according to the texture of the banknote image and the local gray value; and acquire image feature information according to the boundary.
- the analysis module is configured to use the image feature information and the fixed pattern and watermark in the threshold image sample information, the holographic magnetic window security thread, the hand-engraved avatar, the invisible denomination number, the offset micro-text, and the optical variable ink denomination.
- the recognition result of the current banknote is the real coin; when any information is unsuccessful, the current banknote is obtained as the counterfeit currency recognition result.
- the apparatus further includes:
- the display module 401 is configured to display the banknote recognition result to the user.
- Embodiments of the present disclosure also provide a banknote identification device.
- the device may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, and the like.
- Embodiments of the present disclosure also provide an application client for banknote identification.
- the application client can be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, and the like.
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Abstract
A bank note recognition method and apparatus. The method comprises: a terminal acquires a bank note image (101); the terminal analyzes and processes the acquired bank note image to acquire image characteristic information (102); and the terminal compares the image characteristic information with a preset image characteristic to acquire a bank note recognition result (103). The apparatus comprises an acquisition module (301), an analysis module (302) and a comparison module (303). By means of the bank note recognition apparatus and method, a counterfeit bank note can be accurately and timely recognized, and a normal life and market order can be ensured.
Description
本申请要求于2014年09月30日提交中国专利局、申请号为201410514467.8、发明名称为“纸币识别方法及装置”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。The present application claims priority to Chinese Patent Application No. 201410514467.8, the entire disclosure of which is hereby incorporated by reference.
本公开涉及信息处理技术领域,尤其涉及一种纸币识别方法及装置。The present disclosure relates to the field of information processing technologies, and in particular, to a banknote identification method and apparatus.
随着人们生活水平的提高,对理财需求也越来越大,银行的业务也随之丰富起来,目前在日常生活中,还是不可避免地存在伪造纸币的现象,并且伪造的手段越来越高明,给人们生活造成很大困扰。With the improvement of people's living standards, the demand for financial management is also growing, and the bank's business is also enriched. At present, in daily life, the phenomenon of counterfeit banknotes is inevitable, and the means of forgery are becoming more and more sophisticated. , causing great troubles for people's lives.
目前对假币的识别通常借助于验钞机进行识别,但伪造纸币的技术不断发展,验钞机的功能更新具有一定的滞后性,尤其对市面上新出现的假币不能进行准确识别,即便通过人进行主动识别,不同的人对纸币真伪的识别能力不同,且假币信息也需要通过媒体等渠道进行广播才能被人们接受到,假币仍不能精确、及时地被识别,进而影响市场秩序和人们正常的生活。At present, the identification of counterfeit currency is usually identified by means of a money detector, but the technology of counterfeiting banknotes is constantly developing, and the function update of the money detector has a certain lag, especially for the newly appeared counterfeit currency on the market cannot be accurately identified, even through people. Active identification, different people have different ability to identify the authenticity of banknotes, and counterfeit currency information needs to be broadcasted through media and other channels to be accepted by people. Counterfeit money can still be identified accurately and in time, thus affecting market order and normal people. life.
发明内容Summary of the invention
为克服现有技术中的纸币真伪识别方法中不能精确、及时识别假币的问题,本公开实施例提供一种纸币识别方法及装置。In order to overcome the problem that the counterfeit currency cannot be accurately and timely recognized in the prior art banknote identification method, the embodiment of the present disclosure provides a banknote identification method and device.
根据本公开实施例的第一方面,提供一种纸币识别方法,包括:According to a first aspect of the embodiments of the present disclosure, a banknote identification method is provided, including:
终端获取纸币图像;The terminal acquires an image of the banknote;
终端对获取的所述纸币图像进行分析处理,获取图像特征信息;The terminal performs analysis processing on the acquired image of the banknote to acquire image feature information;
终端根据所述图像特征信息与预置图像特征进行比对,获取纸币识别结果,其中,所述预置图像特征为真币的特征信息。
The terminal compares the image feature information with the preset image feature to obtain a banknote recognition result, wherein the preset image feature is feature information of a genuine coin.
进一步地,所述终端获取纸币图像,具体包括:Further, the acquiring the image of the banknote by the terminal specifically includes:
运用具有白光或多光谱图像拍摄功能或者具有紫外光、红外光的照射拍摄功能的终端拍摄或扫描纸币,得到纸币图像。A banknote image is obtained by photographing or scanning a banknote using a terminal having a white light or multi-spectral image capturing function or an irradiation shooting function with ultraviolet light or infrared light.
进一步地,所述终端对获取的所述纸币图像进行分析处理,获取图像特征信息,具体包括:Further, the terminal performs an analysis process on the acquired image of the banknote, and acquires image feature information, which specifically includes:
终端获取所述纸币图像的像素点;The terminal acquires a pixel point of the banknote image;
终端计算所述像素点的灰度值,根据所述灰度值提取所述图像特征信息。The terminal calculates a gray value of the pixel, and extracts the image feature information according to the gray value.
进一步地,所述终端对获取的所述纸币图像进行分析处理,获取图像特征信息,具体包括:Further, the terminal performs an analysis process on the acquired image of the banknote, and acquires image feature information, which specifically includes:
终端获取所述纸币图像的纹理和局部灰度值;The terminal acquires a texture and a local gray value of the banknote image;
终端根据所述纸币图像的纹理和所述局部灰度值检测得到边界;The terminal detects a boundary according to the texture of the banknote image and the local gray value;
终端根据所述边界获取图像特征信息。The terminal acquires image feature information according to the boundary.
进一步地,所述图像特征信息包括:固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外光图案、紫外光照射下的紫外光图案。Further, the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, an offset micro-text, a light-changing ink denomination number, a yin-positive complementary printing pattern, and an engraved gravure printing pattern. The two-color shaped horizontal number and the infrared light pattern under the infrared light irradiation, and the ultraviolet light pattern under the ultraviolet light irradiation.
进一步地,所述终端根据所述图像特征信息与预置图像特征进行比对,获取纸币识别结果,包括:Further, the terminal compares the image feature information with the preset image feature, and obtains the banknote recognition result, including:
终端将所述图像特征信息与阈值图像样本信息中的固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外图案、紫光照射下的紫光图案进行一一比对;The terminal sets the image feature information and the fixed pattern and watermark in the threshold image sample information, the holographic magnetic window security thread, the hand-carved avatar, the invisible denomination number, the offset micro-text, the light-changing ink denomination number, the yin-yang complementary printing pattern, Engraving gravure printing pattern, two-color shaped cross-number and infrared pattern under infrared illumination, and purple pattern under violet illumination are compared one by one;
当终端获取的图像特征信息与预置的所有图像特征信息都比对成功时,获取当前纸币为真币的识别结果;
When the image feature information acquired by the terminal is successfully compared with all the preset image feature information, the recognition result that the current banknote is a genuine coin is obtained;
当任一信息比对不成功时,获取当前纸币为假币的识别结果。When any information is unsuccessful, the current banknote is obtained as a counterfeit currency identification result.
进一步地,所述方法还包括:向用户显示所述纸币识别结果。Further, the method further includes displaying the banknote recognition result to a user.
第二方面,本公开提供了一种纸币识别装置,所述装置包括:In a second aspect, the present disclosure provides a bill identification device, the device comprising:
获取模块,用于获取纸币图像;Obtaining a module for acquiring an image of a banknote;
分析模块,用于对获取的所述纸币图像进行分析处理,获取图像特征信息;An analysis module, configured to perform analysis processing on the acquired image of the banknote, and acquire image feature information;
比对模块,用于根据所述图像特征信息与预置图像特征预置图像特征进行比对,获取纸币识别结果,其中,所述预置图像特征预置图像特征为真币的特征信息。The comparison module is configured to compare the image feature information with the preset image feature preset image feature to obtain a banknote recognition result, wherein the preset image feature preset image feature is characteristic information of the genuine currency.
进一步地,所述获取模块具体用于运用具有白光或多光谱图像拍摄功能或者具有紫外光、红外光的单光谱照射拍摄功能的终端拍摄或扫描纸币,得到纸币图像。Further, the acquisition module is specifically configured to capture or scan a banknote by using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light to obtain a banknote image.
进一步地,所述分析模块用于获取所述纸币图像的像素点;计算所述像素点的灰度值,根据所述灰度值提取所述图像特征信息。Further, the analysis module is configured to acquire a pixel point of the banknote image; calculate a gray value of the pixel point, and extract the image feature information according to the gray value.
进一步地,所述分析模块用于获取所述纸币图像的纹理和局部灰度值;根据所述纸币图像的纹理和所述局部灰度值检测得到边界;根据所述边界获取图像特征信息。Further, the analysis module is configured to acquire a texture and a local gray value of the banknote image; and obtain a boundary according to the texture of the banknote image and the local gray value; and acquire image feature information according to the boundary.
进一步地,所述图像特征信息包括:固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外光图案、紫外光照射下的紫外光图案。Further, the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, an offset micro-text, a light-changing ink denomination number, a yin-positive complementary printing pattern, and an engraved gravure printing pattern. The two-color shaped horizontal number and the infrared light pattern under the infrared light irradiation, and the ultraviolet light pattern under the ultraviolet light irradiation.
进一步地,所述分析模块用于将所述图像特征信息与预置图像样本信息中的固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外图案、紫光照射下的紫光图案
进行一一比对;当终端获取的图像特征信息与预置的所有图像特征信息都比对成功时,获取当前纸币为真币的识别结果;当任一信息比对不成功时,获取当前纸币为假币的识别结果。Further, the analysis module is configured to use the image feature information and a fixed pattern and watermark in the preset image sample information, a holographic magnetic window security thread, a hand-engraved avatar, an invisible denomination number, an offset micro-text, a light-changing ink. Denomination figures, yin and yang complementary print patterns, engraved gravure printing patterns, two-color shaped cross-numbers and infrared patterns illuminated by infrared light, purple patterns under violet illumination
Performing a one-to-one comparison; when the image feature information acquired by the terminal is compared with all the preset image feature information, the current banknote is obtained as a real coin recognition result; when any information comparison is unsuccessful, the current banknote is acquired The result of the identification of counterfeit currency.
进一步地,所述装置还包括:Further, the device further includes:
显示模块,用于向用户显示所述纸币识别结果。And a display module, configured to display the banknote recognition result to a user.
本发明具有以下有益效果:The invention has the following beneficial effects:
通过终端拍摄图像获取纸币图像信息,将获取的图像信息与预置图像特征进行比对,由于预置的图像特征为真币的特征信息,所以通过比对纸币的图像信息与预置图像特征信息可以实现对纸币进行识别。这种识别方法能够精确、及时地实现对纸币的识别。而且这种识别方法不依赖于人对纸币的识别能力。人们只需要安装一个APP就可以通过智能设备方便的识别出纸币的真假,提高了用户的体验,进一步的保障了正常的生活和市场秩序。Obtaining the banknote image information through the terminal captured image, and comparing the acquired image information with the preset image feature. Since the preset image feature is the feature information of the genuine coin, the image information of the comparison banknote and the preset image feature information are It is possible to identify the banknotes. This identification method enables accurate and timely identification of banknotes. Moreover, this method of identification does not depend on the ability of a person to recognize a banknote. People only need to install an APP to easily identify the authenticity of the banknotes through smart devices, improve the user experience, and further protect the normal life and market order.
应当理解的是,以上的一般描述和后文的细节描述仅是示例性和解释性的,并不能限制本公开。The above general description and the following detailed description are intended to be illustrative and not restrictive.
此处的附图被并入说明书中并构成本说明书的一部分,示出了符合本发明的实施例,并与说明书一起用于解释本发明的原理。The accompanying drawings, which are incorporated in the specification of FIG
图1是根据一示例性实施例示出的一种纸币识别方法的流程图。FIG. 1 is a flow chart of a banknote identification method according to an exemplary embodiment.
图2是根据一具体示例性实施例示出的一种纸币识别方法的流程图。2 is a flow chart of a banknote identification method, according to a specific exemplary embodiment.
图3是根据一示例性实施例示出的一种纸币识别装置的框图。FIG. 3 is a block diagram of a banknote identification device, according to an exemplary embodiment.
图4是根据一具体示例性实施例示出的一种纸币识别装置的框图。
4 is a block diagram of a bill identifying device, according to a specific exemplary embodiment.
这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本发明相一致的所有实施方式。相反,它们仅是与如所附权利要求书中所详述的、本发明的一些方面相一致的装置和方法的例子。Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. The following description refers to the same or similar elements in the different figures unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Instead, they are merely examples of devices and methods consistent with aspects of the invention as detailed in the appended claims.
图1是根据一示例性实施例示出的一种纸币识别方法的流程图,应用于终端,其中,所述终端可以为智能手机、平板等智能设备,也可以为有外接摄像及扫描设备的PC等设备,如图1所示,所述包括以下步骤:FIG. 1 is a flowchart of a method for identifying a banknote according to an exemplary embodiment, which is applied to a terminal, wherein the terminal may be a smart device such as a smart phone or a tablet, or may be a PC with an external camera and a scanning device. And other devices, as shown in Figure 1, the steps include the following steps:
步骤101,终端获取纸币图像:Step 101: The terminal acquires an image of the banknote:
具体地,终端可以通过拍摄照片或扫描的方式获取纸币图像。Specifically, the terminal can acquire the banknote image by taking a photo or scanning.
步骤102,终端对获取的所述纸币图像进行分析处理,获取图像特征信息;其中,所述图像特征信息包括:固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外图案、紫光照射下的紫光图案;其中固定图案可以为人物、花卉等。Step 102: The terminal performs analysis processing on the acquired image of the banknote to acquire image feature information, where the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, and an offset printing. Miniature text, light-changing ink denomination number, yin-yang complementary printing pattern, engraving gravure printing pattern, two-color shaped cross-number and infrared pattern under infrared illumination, purple light pattern under violet illumination; wherein the fixed pattern can be characters, flowers, and the like.
步骤103,终端根据所述图像特征信息与预置图像特征预置图像特征进行比对,获取纸币识别结果,其中,所述预置图像特征预置图像特征为真币的特征信息。Step 103: The terminal compares the image feature information with the preset image feature preset image feature to obtain a banknote recognition result, wherein the preset image feature preset image feature is feature information of a genuine coin.
本公开实施例中的通过终端拍摄图像获取纸币图像信息,将获取的图像信息与预置图像特征进行比对,由于预置的图像特征为真币的特征信息,所以通过比对纸币的图像信息与预置图像特征信息可以实现对纸币进行识别。当两者
一致时,得到纸币为真币的识别结果,反之,得到纸币为假币的识别结果。这种识别方法能够精确、及时地实现对纸币的识别。而且这种纸质真伪的识别结果不依赖于人对纸币的识别能力。人们只需要安装一个APP就可以通过智能设备方便的识别出纸币的真假,提高了用户的体验,进一步的保障了正常的生活和市场秩序。In the embodiment of the present disclosure, the banknote image information is acquired by the terminal captured image, and the acquired image information is compared with the preset image feature. Since the preset image feature is the feature information of the genuine currency, the image information of the comparison banknote is obtained. The banknotes can be identified with preset image feature information. When both
When they match, the banknote is recognized as a genuine coin, and vice versa, the banknote is recognized as a counterfeit currency. This identification method enables accurate and timely identification of banknotes. Moreover, the recognition result of such paper authenticity does not depend on the ability of the person to recognize the banknote. People only need to install an APP to easily identify the authenticity of the banknotes through smart devices, improve the user experience, and further protect the normal life and market order.
下面通过具体的实施例来对本公开的技术方案进行说明。The technical solutions of the present disclosure will be described below by way of specific embodiments.
在一个实施例中,将上述公开进行详细说明,如图2所示。具体流程如下:In one embodiment, the above disclosure is described in detail as shown in FIG. The specific process is as follows:
步骤201,运用具有白光或多光谱图像拍摄功能或者具有紫外光、红外光的单光谱照射拍摄功能的终端拍摄或扫描纸币,得到纸币图像。In step 201, a banknote image is obtained by photographing or scanning a banknote using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light.
其中,所述终端可以带有白光或多光谱图像拍摄功能或者具有紫外光、红外光的单照射拍摄功能相机的智能设备;多光谱照相是指同时使用多个单波长的光源混合成一种混合光源,可得到目标的几张不同光谱照射的照片,其中光谱范围为可见光、紫外光和红外光。Wherein, the terminal can be equipped with a white light or multi-spectral image capturing function or a smart device with a single-lighting function camera with ultraviolet light and infrared light; multi-spectral photography refers to mixing a plurality of single-wavelength light sources into one mixed light source at the same time. , a number of different spectrally illuminated photographs of the target are obtained, wherein the spectral range is visible light, ultraviolet light, and infrared light.
步骤202:终端获取所述纸币图像的像素点。Step 202: The terminal acquires a pixel point of the banknote image.
步骤203:终端计算所述像素点的灰度值,根据所述灰度值提取所述图像的特征信息。Step 203: The terminal calculates a gray value of the pixel, and extracts feature information of the image according to the gray value.
需要说明的是,上述步骤202-203还可以通过以下步骤实现:It should be noted that the foregoing steps 202-203 can also be implemented by the following steps:
步骤A-1:终端获取所述纸币图像的纹理和局部灰度值;Step A-1: The terminal acquires a texture and a local gray value of the image of the banknote;
步骤A-2:终端根据所述纸币图像的纹理和所述局部灰度值检测得到边界;Step A-2: The terminal detects a boundary according to the texture of the banknote image and the local gray value;
步骤A-3:终端根据所述边界获取图像特征信息。Step A-3: The terminal acquires image feature information according to the boundary.
步骤204:终端将所述图像特征信息与阈值图像样本信息中的固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形
横号码和红外光照射下的红外图案、紫光照射下的紫光图案等进行一一比对,当都比对成功时,执行步骤205;当任一信息比对不成功时,执行步骤206。Step 204: The terminal sets the image feature information and the fixed pattern and watermark in the threshold image sample information, the holographic magnetic window security thread, the hand-engraved avatar, the invisible denomination number, the offset micro-text, the light-changing ink denomination number, and the yin and yang complementary pairs. Printed pattern, engraved gravure printing pattern, two-color shaped
The horizontal number is compared with the infrared pattern under infrared light illumination, the purple light pattern under violet illumination, etc., and when the comparison is successful, step 205 is performed; when any information comparison is unsuccessful, step 206 is performed.
步骤205:获取当前纸币为真币的识别结果。Step 205: Acquire a recognition result that the current banknote is a real coin.
步骤206:获取当前纸币为假币的识别结果。Step 206: Acquire a recognition result that the current banknote is a counterfeit currency.
采用本实施例中的技术方案,通过具有白光或多光谱图像拍摄功能的终端拍摄图像,将获取到的图像信息与预置图像信息进行比对,实现对纸币进行识别。这种识别方法能够快速准确地对纸币进行识别,使人们只需要安装一个APP就可以通过智能设备方便的识别出纸币的真假,提高了用户的体验,进一步的保障了正常的生活和市场秩序。With the technical solution in the embodiment, the image is captured by the terminal having the white light or multi-spectral image capturing function, and the acquired image information is compared with the preset image information to realize the identification of the banknote. The identification method can quickly and accurately identify the banknotes, so that people only need to install an APP to easily identify the true and false of the banknotes through the smart device, thereby improving the user experience and further ensuring normal life and market order. .
基于上述实施例提供的纸币识别方法,本公开还提供了一种纸币识别装置,具体参见图3。Based on the banknote identification method provided by the above embodiment, the present disclosure also provides a banknote identification device, which is specifically referred to FIG.
图3是本公开提供的一种纸币识别装置的结构示意图,如图3所示,其包括:3 is a schematic structural diagram of a bill identifying device provided by the present disclosure, as shown in FIG. 3, which includes:
获取模块301,用于获取纸币图像;An obtaining module 301, configured to acquire an image of a banknote;
分析模块302,用于对获取的所述纸币图像进行分析处理,获取图像特征信息;所述图像特征信息包括:固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外图案、紫光照射下的紫光图案;其中固定图案包括:人物和花卉。The analyzing module 302 is configured to perform analysis processing on the acquired image of the banknote to acquire image feature information; the image feature information includes: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-carved avatar, an invisible denomination number, and an offset printing Miniature text, light variable ink denomination number, yin and yang complementary print pattern, engraved gravure printing pattern, two-color shaped cross-number and infrared pattern under infrared illumination, purple light illumination under violet illumination; wherein the fixed pattern includes: characters and flowers.
比对模块303,用于根据所述图像特征信息与预置图像特征进行比对,获取纸币识别结果,其中,所述预置图像特征为真币的特征信息。The comparison module 303 is configured to compare the image feature information with the preset image feature to obtain a banknote recognition result, wherein the preset image feature is feature information of a genuine coin.
进一步地,所述获取模块具体用于运用具有白光或多光谱图像拍摄功能或者具有紫外光、红外光的单光谱照射拍摄功能的终端拍摄或扫描纸币,得到纸币图像。
Further, the acquisition module is specifically configured to capture or scan a banknote by using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light to obtain a banknote image.
进一步地,所述分析模块用于获取所述纸币图像的像素点;计算所述像素点的灰度值,根据所述灰度值提取所述图像特征信息。Further, the analysis module is configured to acquire a pixel point of the banknote image; calculate a gray value of the pixel point, and extract the image feature information according to the gray value.
进一步地,所述分析模块用于获取所述纸币图像的纹理和局部灰度值;根据所述纸币图像的纹理和所述局部灰度值检测得到边界;根据所述边界获取图像特征信息。Further, the analysis module is configured to acquire a texture and a local gray value of the banknote image; and obtain a boundary according to the texture of the banknote image and the local gray value; and acquire image feature information according to the boundary.
进一步地,所述分析模块用于将所述图像特征信息与阈值图像样本信息中的固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外图案、紫光照射下的紫光图案等进行一一比对;当终端获取的图案特征信息与预置的所有图像特征信息都比对成功时,获取当前纸币为真币的识别结果;当任一信息比对不成功时,获取当前纸币为假币的识别结果。Further, the analysis module is configured to use the image feature information and the fixed pattern and watermark in the threshold image sample information, the holographic magnetic window security thread, the hand-engraved avatar, the invisible denomination number, the offset micro-text, and the optical variable ink denomination. Digital, yin and yang complementary printing patterns, engraved gravure printing patterns, two-color shaped cross-numbers and infrared patterns illuminated by infrared light, purple light patterns under violet illumination, etc.; one-to-one comparison of pattern feature information acquired by the terminal and preset When all the image feature information is successfully matched, the recognition result of the current banknote is the real coin; when any information is unsuccessful, the current banknote is obtained as the counterfeit currency recognition result.
进一步地,结合图3所示的装置,如图4所示,所述装置还包括:Further, in conjunction with the apparatus shown in FIG. 3, as shown in FIG. 4, the apparatus further includes:
显示模块401,用于向用户显示所述纸币识别结果。The display module 401 is configured to display the banknote recognition result to the user.
关于上述实施例中的装置,其中各个部分执行操作的具体方式已经在有关该方法的实施例中进行了详细描述,此处将不做详细阐述说明。With regard to the apparatus in the above embodiment, the specific manner in which the respective parts perform the operations has been described in detail in the embodiment relating to the method, and will not be explained in detail herein.
本公开实施例还提供一种用于纸币识别设备。例如,所述设备可以是移动电话,计算机,数字广播终端,消息收发设备,游戏控制台,平板设备,医疗设备,健身设备,个人数字助理等。Embodiments of the present disclosure also provide a banknote identification device. For example, the device may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, and the like.
本公开实施例还提供一种用于纸币识别的应用客户端。例如,应用客户端可以是移动电话,计算机,数字广播终端,消息收发设备,游戏控制台,平板设备,医疗设备,健身设备,个人数字助理等。Embodiments of the present disclosure also provide an application client for banknote identification. For example, the application client can be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, a fitness device, a personal digital assistant, and the like.
一种非临时性计算机可读存储介质,当所述存储介质中的指令由应用客户
端执行时,使得应用客户端能够执行一种纸币识别方法。A non-transitory computer readable storage medium when instructions in the storage medium are used by an application client
When executed, the application client is enabled to perform a banknote identification method.
本领域技术人员在考虑说明书及实践这里公开的发明后,将容易想到本发明的其它实施方案。本申请旨在涵盖本发明的任何变型、用途或者适应性变化,这些变型、用途或者适应性变化遵循本发明的一般性原理并包括本公开未公开的本技术领域中的公知常识或惯用技术手段。说明书和实施例仅被视为示例性的,本发明的真正范围和精神由下面的权利要求指出。Other embodiments of the invention will be apparent to those skilled in the <RTIgt; The present application is intended to cover any variations, uses, or adaptations of the present invention, which are in accordance with the general principles of the present invention and include common general knowledge or conventional technical means in the art that are not disclosed in the present disclosure. . The specification and examples are to be considered as illustrative only,
应当理解的是,本发明并不局限于上面已经描述并在附图中示出的精确结构,并且可以在不脱离其范围进行各种修改和改变。本发明的范围仅由所附的权利要求来限制。
It is to be understood that the invention is not limited to the details of the details of The scope of the invention is limited only by the appended claims.
Claims (14)
- 一种纸币识别方法,其特征在于,应用于终端侧,包括:A banknote identification method, which is characterized in that it is applied to a terminal side, and includes:终端获取纸币图像;The terminal acquires an image of the banknote;终端对获取的所述纸币图像进行分析处理,获取图像特征信息;The terminal performs analysis processing on the acquired image of the banknote to acquire image feature information;终端根据所述图像特征信息与预置图像特征进行差异性比对,获取纸币识别结果,其中,所述预置图像特征为真币的特征信息。The terminal performs a difference comparison with the preset image feature according to the image feature information to obtain a banknote recognition result, wherein the preset image feature is feature information of a genuine coin.
- 根据权利要求1所述的方法,其特征在于,所述终端获取纸币图像,具体包括:The method according to claim 1, wherein the acquiring the image of the banknote by the terminal comprises:运用具有白光或多光谱图像拍摄功能或者具有紫外光、红外光的单光谱照射拍摄功能的终端拍摄或扫描纸币,得到纸币图像。A banknote image is obtained by photographing or scanning a banknote using a terminal having a white light or multi-spectral image capturing function or a single-spectrum illumination shooting function with ultraviolet light or infrared light.
- 根据权利要求1所述的方法,其特征在于,所述终端对获取的所述纸币图像进行分析处理,获取图像特征信息,具体包括:The method according to claim 1, wherein the terminal performs an analysis process on the acquired image of the banknote to acquire image feature information, which specifically includes:终端获取所述纸币图像的像素点;The terminal acquires a pixel point of the banknote image;终端计算所述像素点的灰度值,根据所述灰度值提取所述图像特征信息。The terminal calculates a gray value of the pixel, and extracts the image feature information according to the gray value.
- 根据权利要求1所述的方法,其特征在于,所述终端对获取的所述纸币图像进行分析处理,获取图像特征信息,具体包括:The method according to claim 1, wherein the terminal performs an analysis process on the acquired image of the banknote to acquire image feature information, which specifically includes:终端获取所述纸币图像的纹理和局部灰度值;The terminal acquires a texture and a local gray value of the banknote image;终端根据所述纸币图像的纹理和所述局部灰度值检测得到边界;The terminal detects a boundary according to the texture of the banknote image and the local gray value;终端根据所述边界获取图像特征信息。The terminal acquires image feature information according to the boundary.
- 根据权利要求1-4所述的方法,其特征在于,所述图像特征信息包括:固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外光图案、紫外光照射下的紫外 光图案。The method according to any one of claims 1-4, wherein the image feature information comprises: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-engraved avatar, an invisible denomination number, an offset micro-text, a light-changing ink denomination. Digital, yin and yang complementary printing patterns, engraved gravure printing patterns, two-color shaped cross-numbers and infrared light patterns illuminated by infrared light, ultraviolet light under ultraviolet light Light pattern.
- 根据权利要求5所述的方法,其特征在于,所述终端根据所述图像特征信息与预置图像特征进行比对,获取纸币识别结果,包括:The method according to claim 5, wherein the terminal compares the image feature information with the preset image feature to obtain a banknote recognition result, including:终端将所述图像特征信息与预置图像特征信息中的固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外光图案、紫外光照射下的紫外光图案进行一一比对;The terminal sets the image feature information and the fixed image and the watermark in the preset image feature information, the holographic magnetic window security thread, the hand-carved avatar, the invisible denomination number, the offset micro-text, the light-changing ink denomination number, the yin-yang complementary printing pattern , engraving gravure printing pattern, two-color shaped cross-number and infrared light pattern under infrared light illumination, and ultraviolet light pattern under ultraviolet light illumination are compared one by one;当终端获取的图像特征信息与预置的所有图像特征信息都比对成功时,获取当前纸币为真币的识别结果;When the image feature information acquired by the terminal is successfully compared with all the preset image feature information, the recognition result that the current banknote is a genuine coin is obtained;当任一信息比对不成功时,获取当前纸币为假币的识别结果。When any information is unsuccessful, the current banknote is obtained as a counterfeit currency identification result.
- 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 further comprising:向用户显示所述纸币识别结果。The banknote recognition result is displayed to the user.
- 一种纸币识别装置,其特征在于,所述装置包括:A banknote identification device, characterized in that the device comprises:获取模块,用于获取纸币图像;Obtaining a module for acquiring an image of a banknote;分析模块,用于对获取的所述纸币图像进行分析处理,获取图像特征信息;An analysis module, configured to perform analysis processing on the acquired image of the banknote, and acquire image feature information;比对模块,用于根据所述图像特征信息与预置图像特征进行比对,获取纸币识别结果,其中,所述预置图像特征为真币的特征信息。The comparison module is configured to compare the image feature information with the preset image feature to obtain a banknote recognition result, wherein the preset image feature is feature information of a genuine coin.
- 根据权利要求8所述的装置,其特征在于,所述获取模块具体用于运用具有白光或多光谱图像拍摄功能或者具有紫外光、红外光的照射拍摄功能的终端拍摄或扫描纸币,得到纸币图像。The device according to claim 8, wherein the acquisition module is specifically configured to capture or scan a banknote by using a terminal having a white light or multi-spectral image capturing function or an illumination shooting function with ultraviolet light or infrared light to obtain a banknote image. .
- 根据权利要求8所述的装置,其特征在于,所述分析模块用于获取所述纸币图像的像素点;计算所述像素点的灰度值,根据所述灰度值提取所述图像特征信息。The apparatus according to claim 8, wherein the analysis module is configured to acquire a pixel point of the banknote image; calculate a gray value of the pixel point, and extract the image feature information according to the gray value .
- 根据权利要求8所述的装置,其特征在于,所述分析模块用于获取 所述纸币图像的纹理和局部灰度值;根据所述纸币图像的纹理和所述局部灰度值检测得到边界;根据所述边界获取图像特征信息。The apparatus according to claim 8, wherein said analysis module is configured to acquire a texture of the banknote image and a local gray value; a boundary is detected according to the texture of the banknote image and the local gray value; and image feature information is acquired according to the boundary.
- 根据权利要求8-11所述的装置,其特征在于,所述图像特征信息包括:固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外光图案、紫外光照射下的紫外光图案。The apparatus according to any one of claims 8-11, wherein the image feature information comprises: a fixed pattern and a watermark, a holographic magnetic window security thread, a hand-engraved avatar, an invisible denomination number, an offset micro-text, a light-changing ink denomination. Digital, yin and yang complementary print patterns, engraved gravure printing patterns, two-color shaped cross-numbers and infrared light patterns under infrared light illumination, ultraviolet light patterns under ultraviolet light.
- 根据权利要求12所述的装置,其特征在于,所述分析模块用于将所述图像特征信息与预置图像样本信息中的固定图案及水印、全息磁性开窗安全线、手工雕刻头像、隐形面额数字、胶印微缩文字、光变油墨面额数字、阴阳互补对印图案、雕刻凹版印刷图案、双色异形横号码和红外光照射下的红外图案、紫光照射下的紫光图案进行一一比对;当终端获取的图像特征信息与预置的所有图像特征信息都比对成功时,获取当前纸币为真币的识别结果;当任一信息比对不成功时,获取当前纸币为假币的识别结果。The device according to claim 12, wherein the analysis module is configured to fix the image feature information and the preset image sample information with a watermark, a holographic magnetic window security thread, a hand-engraved avatar, and an invisible shape. Denomination figures, offset micro-finger text, light-changing ink denomination figures, yin-yang complementary print patterns, engraved gravure printing patterns, two-color shaped cross-numbers and infrared patterns under infrared illumination, and violet patterns under violet illumination are compared one by one; When the image feature information acquired by the terminal is compared with all the preset image feature information, the recognition result of the current banknote is obtained as a real coin; when any information is unsuccessful, the current banknote is obtained as a counterfeit currency.
- 根据权利要求8所述的装置,其特征在于,所述装置还包括:The device according to claim 8, wherein the device further comprises:显示模块,用于向用户显示所述纸币识别结果。 And a display module, configured to display the banknote recognition result to a user.
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