CN108985211A - A kind of criminal investigation fingerprint acquisition system - Google Patents

A kind of criminal investigation fingerprint acquisition system Download PDF

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Publication number
CN108985211A
CN108985211A CN201810736280.0A CN201810736280A CN108985211A CN 108985211 A CN108985211 A CN 108985211A CN 201810736280 A CN201810736280 A CN 201810736280A CN 108985211 A CN108985211 A CN 108985211A
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Prior art keywords
fingerprint
module
information
cabinet
camera
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CN201810736280.0A
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CN108985211B (en
Inventor
姬忠远
吕新华
王雨晨
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SHANDONG UNIVERSITY OF POLITICAL SCIENCE AND LAW
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SHANDONG UNIVERSITY OF POLITICAL SCIENCE AND LAW
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12Fingerprints or palmprints
    • G06V40/13Sensors therefor
    • G06V40/1318Sensors therefor using electro-optical elements or layers, e.g. electroluminescent sensing

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  • Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
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  • Theoretical Computer Science (AREA)
  • Collating Specific Patterns (AREA)

Abstract

The invention discloses a kind of criminal investigation fingerprint acquisition systems.The system includes: multiple shadowless lamps and multiple cameras to be provided on the inner wall of cabinet, and each camera is different from the relative position of plane and relative angle where the bottom opening of cabinet;Controller, camera control module, fingerprint image acquisition module, position mark module, image processing module and error range estimation block are provided in control box.The present invention needs to acquire the top of fingerprint by the way that cabinet to be placed on, it opens shadowless lamp and camera carries out fingerprint image acquisition, influence of the illumination to fingerprint image acquisition when avoiding the possibility and acquisition of fingerprint scene destruction, to realize non-contact, nondestructive measurement, it can overcome the shortcomings of traditional detecting site fingerprint collecting, especially for the fingerprint of weak amplitude information, or the fingerprint that amplitude is clear but information is not complete, fusion can be carried out by multi-faceted fingerprint grayscale information abundant and fingerprint texture information obtains accurately finger print information.

Description

A kind of criminal investigation fingerprint acquisition system
Technical field
The present invention relates to criminal investigation fields, more particularly relate to a kind of criminal investigation fingerprint acquisition system.
Background technique
With the development of the society, the technology using fingerprint individual verification is very mature, in civil field especially door It is applied more and more widely by favor in the fields such as taboo, security protection, finance;Fingerprint individual verification technology is in public security punishment simultaneously Thing investigation field has also obtained applying more and more widely.
Finger print identifying, which is used as in biological characteristic authentication, has very high reliability and cost performance, has become and works as previous existence The mainstream of object certification.Fingerprint sensor in existing fingerprint acquisition system mostly uses greatly the fingerprint sensor of purely capacitive formula, leads to The acquisition mode for crossing contact carries out fingerprint collecting.However, being typically required in public security criminal investigation field to suspect It leaves finger print information at the scene and carries out contactless acquisition, due to finger print information often weak, the scene of a crime than shallower at scene If the fingerprint left cannot be displayed effectively, information extraction and fingerprint identification after can not just carrying out are applied at present In detecting site fingerprint manifestation technology there are many kinds of, the most commonly used is adding background color to show, therefore carry out fingerprint collecting at the scene When available light be that there is significant impact to the extraction of fingerprint characteristic an important factor for influencing fingerprint collecting.
Summary of the invention
The embodiment of the present invention provides a kind of criminal investigation fingerprint acquisition system, to solve existing in the prior art ask Topic.
The embodiment of the present invention provides a kind of criminal investigation fingerprint acquisition system, comprising: cabinet;
The bottom opening of the cabinet;Multiple shadowless lamps are provided on the inner wall of the cabinet;On the inner wall of the cabinet It is provided with multiple cameras, and the relative position of plane and relative angle where the bottom opening of each camera and the cabinet Degree is different;The cabinet is provided with control box and Inkpad box on outer top surface;Controller, camera control are provided in the control box Molding block, fingerprint image acquisition module, position mark module, image processing module and error range estimation block, and the control Device processed respectively with the shadowless lamp, camera, the camera control module, the fingerprint image acquisition module, described Position mark module, described image processing module and error range estimation block electrical connection;
The camera control module works for opening the camera one by one according to preset time spacing;
The fingerprint image acquisition module, suspect's left fingerprints image at the bottom opening for obtaining the cabinet Or the fingerprint image on fingerprint-collection paper, wherein the area of fingerprint-collection paper is greater than the area of the bottom opening of the cabinet;
The position mark module, for every width fingerprint image to be associated number mark with the corresponding camera Note;
Described image processing module includes: that sundries filters out unit and feature extraction unit;The sundries filters out unit, is used for According to the texture information and corresponding grayscale information in all fingerprint images, the sundries point of the non-fingerprint characteristic of automatic rejection, and from It is dynamic to repair information in fingerprint;The feature extraction unit, for obtaining texture information and corresponding gray scale in fingerprint image The characteristic information of information;
The error range estimation block, for according to the texture information and corresponding grayscale information in all fingerprint images Maximum value and minimum value, determine the error range of the texture information and corresponding grayscale information at characteristic point.
Further, weight gain plate is provided at the top of the cabinet.
Further, locating module is additionally provided in the control box;The locating module is electrically connected with the controller.
Further, long-range sharing module is additionally provided in the control box;The long-range sharing module and the control Device electrical connection, and the long-range sharing module will treated finger print information and allowable error model for unit by wireless communication Information is enclosed to be transmitted on remote control center or designated mobile phone.
Further, human-computer interaction module is additionally provided in the control box;The human-computer interaction module and the control Device electrical connection, and the human-computer interaction module for control the opening and closing of the shadowless lamp, the unlatching of the camera and Close and be arranged different phone numbers.
Further, the controller uses the microprocessor of model S3C2410.
Further, the fingerprint on the fingerprint-collection paper is printed on fingerprint-collection paper by ink paste from suspect scene On fingerprint.
In the embodiment of the present invention, a kind of criminal investigation fingerprint acquisition system is provided, compared with prior art, beneficial to effect Fruit is as follows:
The present invention shows fingerprint by adding background color to show, and is then placed on cabinet and needs to acquire the upper of fingerprint Side, opens shadowless lamp and camera carries out fingerprint image acquisition, avoids the possibility of fingerprint scene destruction, while avoiding acquisition Influence of the Shi Guangzhao to fingerprint image acquisition can overcome traditional detecting site fingerprint to realize non-contact, nondestructive measurement The deficiency of acquisition carries out multi collect in the case where not destroying fingerprint, compares compared with conventional method, can provide for the police in many ways Position fingerprint grayscale information abundant and fingerprint texture information, fingerprint or amplitude especially for weak amplitude information are clear but believe Infull fingerprint is ceased, fusion can be carried out by multi-faceted fingerprint grayscale information abundant and fingerprint texture information and is obtained accurately Finger print information.
The present invention is not only at low cost, easy to carry, easy to operate, and passes through multi-angle multi collect fingerprint image, energy It reaches the analysis according to texture information and corresponding grayscale information in all fingerprint images, mutually compensate, the non-fingerprint of automatic rejection The sundries point of feature, and be automatically repaired information in fingerprint can be used as that public security is criminal to be detectd to realize the precise acquisition of fingerprint The reliable reference data looked into.
The present invention passes through the error model of texture information and corresponding grayscale information at characteristic point after carrying out fingerprint collecting It encloses, threshold values can be compared in practical applications with adjust automatically, and provide error rate, convenient for analyzing the confidence level of authentication.
Detailed description of the invention
Fig. 1 is a kind of criminal investigation fingerprint acquisition system functional block diagram provided in an embodiment of the present invention;
Fig. 2 is a kind of criminal investigation fingerprint acquisition system structural schematic diagram provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.
Referring to Fig. 1 and Fig. 2, a kind of criminal investigation fingerprint acquisition system provided in an embodiment of the present invention, comprising: cabinet 1; The bottom opening of cabinet 1;Multiple shadowless lamps 2 are provided on the inner wall of cabinet 1;Multiple cameras are provided on the inner wall of cabinet 1 3, and each camera 3 is different from the relative position of plane and relative angle where the bottom opening of cabinet 1;On the outer top surface of cabinet 1 It is provided with control box 4 and Inkpad box 5;Controller 41, camera control module 42, fingerprint image acquisition are provided in control box 4 Module 43, position mark module 44, image processing module 45 and error range estimation block 46, and controller 41 respectively with no shadow Lamp 2, camera 3, camera control module 42, fingerprint image acquisition module 43, position mark module 44, image processing module 45 It is electrically connected with error range estimation block 46.
In actual use, it is exactly the appearing technique of latent fingerprint one of the problem of most critical in fingerprint identification technology, violates Information extraction and fingerprint identification if the fingerprint that guilty scene is left cannot be displayed effectively, after can not just carrying out.Mesh There are many kinds of the preceding technologies applied to detecting site fingerprint manifestation, can be divided by colour developing principle classification: adding background color to show, is chemical anti- It should show, physical and chemical effect shows, laser appearance method.Firstly, being shown by adding background color to show to fingerprint, then, by cabinet 1 It is placed on the top for needing to acquire fingerprint, shadowless lamp is opened and camera carries out fingerprint image acquisition, it is broken to avoid fingerprint scene Bad possibility, while influence of the illumination to fingerprint image acquisition when avoiding acquisition, so that non-contact, nondestructive measurement is realized, It can overcome the shortcomings of traditional detecting site fingerprint collecting, multi collect, more traditional side are carried out in the case where not destroying fingerprint Method is compared, and multi-faceted fingerprint grayscale information abundant and fingerprint texture information can be provided for the police, especially for weak amplitude The fingerprint that the fingerprint or amplitude of information are clear but information is not complete, can pass through multi-faceted fingerprint grayscale information abundant and fingerprint Texture information carries out fusion and obtains accurately finger print information.
Further, the top of cabinet 1 is provided with weight gain plate 11, ensure that cabinet 1 and base contact surface to a certain extent It is seamless unglazed.
The concrete function of above-mentioned each module is described as follows:
Wherein, camera control module 42 work for opening camera 3 one by one according to preset time spacing.
Wherein, fingerprint image acquisition module 43, suspect's left fingerprints image at the bottom opening for obtaining cabinet 1 Or the fingerprint image on fingerprint-collection paper, wherein the area of fingerprint-collection paper is greater than the area of the bottom opening of cabinet 1, is convenient for Entirely it is pressed in 1 lower section of cabinet.
It should be noted that the fingerprint on fingerprint-collection paper is printed on fingerprint-collection paper by ink paste from suspect scene On fingerprint.
Wherein, position mark module 44, for every width fingerprint image to be associated number mark with corresponding camera 3 Note.
Wherein, image processing module 45 includes: that sundries filters out unit 451 and feature extraction unit 452;Sundries filters out unit 451, for according to the texture information and corresponding grayscale information in all fingerprint images, the sundries of the non-fingerprint characteristic of automatic rejection Point, and it is automatically repaired information in fingerprint;Feature extraction unit 452, for obtaining texture information and correspondence in fingerprint image Grayscale information characteristic information.
Wherein, error range estimation block 46, for according in all fingerprint images texture information and corresponding gray scale The maximum value and minimum value of information determine the error range of the texture information and corresponding grayscale information at characteristic point.
It should be noted that reliability and safety in order to guarantee authentication, usual scheduled fixed threshold values is all set It sets higher.Due to being influenced by factors such as air themperature humidity, sensor ageing and dry and wet fingers, collected by fingerprint instrument Fingerprint image quality it is often bad.If scheduled fixed threshold values setting is too high, it is unsuccessfully and higher to will lead to fingerprint authentication Reject rate influences fingerprint comparison efficiency;If scheduled fixed threshold values is relatively low, and can generate higher misclassification rate, influence reliable Property and safety.Therefore, the setting of reservation threshold is particularly critical in fingerprint authentication.Existing fingerprint verification system compares threshold values It is set in advance as changeless numerical value, the safety of authentication can not be influenced according to actual use situation adjust automatically And working efficiency.However, error range of the present invention by texture information and corresponding grayscale information at characteristic point, in reality It is pre- threshold values can be compared with adjust automatically in, and provides error rate, convenient for analyzing the confidence level of authentication.
Preferably, being additionally provided with locating module 47 in control box 4;Locating module 47 is electrically connected with controller 41;It obtains in real time Know the job site of criminal investigation staff.
Preferably, being additionally provided with long-range sharing module 48 in control box 4;Long-range sharing module 48 is electrically connected with controller 41 It connects, and long-range sharing module 48 passes treated finger print information and allowable error range information for unit by wireless communication It transports on remote control center or designated mobile phone.
It should be noted that existing fingerprint acquisition device hardly has communication capacity, a large amount of fingerprint is being acquired, only It can be first stored in storage card, carry out unified arrangement again afterwards, it is time-consuming and laborious.With wireless communication technique and smart phone Development, so that the processing speed of mobile phone is getting faster, the compatibility and programmability of operating system are higher and higher;Wirelessly communicate skill Art, especially near-field communication technology are getting faster transmission rate, everything all provides solution in order to solve the above problem and thinks Road.
Preferably, being additionally provided with human-computer interaction module 49 in control box 4;Human-computer interaction module 49 is electrically connected with controller 41 It connects, and human-computer interaction module 49 is different for controlling the opening and closing of shadowless lamp 2, the opening and closing of camera 3 and setting Phone number.
It should be noted that the controller 41 in the present invention uses the microprocessor of model S3C2410.
In conclusion the present invention shows fingerprint by adding background color to show, then cabinet is placed on and needs to acquire The top of fingerprint, opens shadowless lamp and camera carries out fingerprint image acquisition, avoids the possibility of fingerprint scene destruction, keeps away simultaneously Influence of the illumination to fingerprint image acquisition can overcome traditional criminal investigation to realize non-contact, nondestructive measurement when having exempted from acquisition The deficiency of fingerprint on site acquisition, multi collect is carried out in the case where not destroying fingerprint, is compared compared with conventional method, can be the police Multi-faceted fingerprint grayscale information abundant and fingerprint texture information are provided, especially for the fingerprint or amplitude of weak amplitude information Clear but infull information fingerprint can carry out fusion by multi-faceted fingerprint grayscale information abundant and fingerprint texture information and obtain Obtain accurately finger print information.
Further, the present invention is not only at low cost, easy to carry, easy to operate, and is referred to by multi-angle multi collect Print image, can according to the analysis of texture information and corresponding grayscale information in all fingerprint images, mutually compensate, pick automatically Unless the sundries point of fingerprint characteristic, and it is automatically repaired information in fingerprint, to realize the precise acquisition of fingerprint, it can be used as public affairs Pacify the reliable reference data of criminal investigation.
Further, the present invention passes through the texture information and corresponding gray scale letter at characteristic point after carrying out fingerprint collecting The error range of breath can compare threshold values in practical applications with adjust automatically, and provide error rate, convenient for analysis authentication Confidence level.
Disclosed above is only several specific embodiments of the invention, and those skilled in the art can carry out the present invention Various modification and variations without departing from the spirit and scope of the present invention, if these modifications and changes of the present invention belongs to the present invention Within the scope of claim and its equivalent technologies, then the present invention is also intended to include these modifications and variations.

Claims (7)

1. a kind of criminal investigation fingerprint acquisition system characterized by comprising cabinet (1);
The bottom opening of the cabinet (1);Multiple shadowless lamps (2) are provided on the inner wall of the cabinet (1);The cabinet (1) Inner wall on be provided with multiple cameras (3), and plane where the bottom opening of each camera (3) and the cabinet (1) Relative position and relative angle it is different;Control box (4) and Inkpad box (5) are provided on the outer top surface of the cabinet (1);The control Controller (41), camera control module (42), fingerprint image acquisition module (43), position mark mould are provided in box (4) processed Block (44), image processing module (45) and error range estimation block (46), and the controller (41) respectively with the no shadow Lamp (2), the camera (3), the camera control module (42), the fingerprint image acquisition module (43), the position Mark module (44), described image processing module (45) and the error range estimation block (46) electrical connection;
The camera control module (42), for opening the camera (3) work one by one according to preset time spacing;
The fingerprint image acquisition module (43), suspect's left fingerprints at bottom opening for obtaining the cabinet (1) Fingerprint image on image or fingerprint-collection paper, wherein the area of fingerprint-collection paper is greater than the bottom opening of the cabinet (1) Area;
The position mark module (44), for every width fingerprint image to be associated number with the corresponding camera (3) Label;
Described image processing module (45) includes: that sundries filters out unit (451) and feature extraction unit (452);The sundries filter Except unit (451), for according to the texture information and corresponding grayscale information in all fingerprint images, the non-fingerprint of automatic rejection to be special The sundries point of sign, and it is automatically repaired information in fingerprint;The feature extraction unit (452), for obtaining in fingerprint image The characteristic information of texture information and corresponding grayscale information;
The error range estimation block (46), for according to the texture information and corresponding grayscale information in all fingerprint images Maximum value and minimum value, determine the error range of the texture information and corresponding grayscale information at characteristic point.
2. criminal investigation fingerprint acquisition system as described in claim 1, which is characterized in that set at the top of the cabinet (1) It is equipped with weight gain plate (11).
3. criminal investigation fingerprint acquisition system as described in claim 1, which is characterized in that also set in the control box (4) It is equipped with locating module (47);The locating module (47) is electrically connected with the controller (41).
4. criminal investigation fingerprint acquisition system as described in claim 1, which is characterized in that also set in the control box (4) It is equipped with long-range sharing module (48);The long-range sharing module (48) is electrically connected with the controller (41), and described long-range point It enjoys module (48) and is transmitted to treated finger print information and allowable error range information remotely for unit by wireless communication In control centre or designated mobile phone.
5. criminal investigation fingerprint acquisition system as claimed in claim 4, which is characterized in that also set in the control box (4) It is equipped with human-computer interaction module (49);The human-computer interaction module (49) is electrically connected with the controller (41), and the man-machine friendship Mutual module (49) is for controlling the opening and closing of the shadowless lamp (2), the opening and closing of the camera (3) and setting Different phone numbers.
6. criminal investigation fingerprint acquisition system as described in claim 1, which is characterized in that the controller (41) uses type Number be S3C2410 microprocessor.
7. criminal investigation fingerprint acquisition system as described in claim 1, which is characterized in that the finger on the fingerprint-collection paper Line is printed on the fingerprint on fingerprint-collection paper by ink paste from suspect scene.
CN201810736280.0A 2018-07-02 2018-07-02 Criminal investigation is with fingerprint collection system Active CN108985211B (en)

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109657670A (en) * 2018-12-19 2019-04-19 陕西天隆智慧安防科技有限公司 One kind is field integrated to investigate case and its control system on the spot
CN109977879A (en) * 2019-03-28 2019-07-05 山东省计算中心(国家超级计算济南中心) A kind of acquisition of fingerprint on site matches control methods and system with long-range
CN109977889A (en) * 2019-03-29 2019-07-05 杭州知天电子商务有限公司 A kind of fingerprint capturer

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202815865U (en) * 2012-05-07 2013-03-20 蔡翔 Identification equipment having detachable cameras
CN207198865U (en) * 2017-06-30 2018-04-06 四川金沙人力资源开发管理有限公司 A kind of face information harvester
CN108229448A (en) * 2018-02-14 2018-06-29 天目爱视(北京)科技有限公司 A kind of hand 3D 4 D data harvesters

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202815865U (en) * 2012-05-07 2013-03-20 蔡翔 Identification equipment having detachable cameras
CN207198865U (en) * 2017-06-30 2018-04-06 四川金沙人力资源开发管理有限公司 A kind of face information harvester
CN108229448A (en) * 2018-02-14 2018-06-29 天目爱视(北京)科技有限公司 A kind of hand 3D 4 D data harvesters

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
张宝 等: "指纹自动识别系统在刑事侦查中的应用", 《警察技术》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109657670A (en) * 2018-12-19 2019-04-19 陕西天隆智慧安防科技有限公司 One kind is field integrated to investigate case and its control system on the spot
CN109977879A (en) * 2019-03-28 2019-07-05 山东省计算中心(国家超级计算济南中心) A kind of acquisition of fingerprint on site matches control methods and system with long-range
CN109977889A (en) * 2019-03-29 2019-07-05 杭州知天电子商务有限公司 A kind of fingerprint capturer
CN109977889B (en) * 2019-03-29 2021-04-30 深圳市利成兴科技有限公司 Fingerprint collector

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