CN105277498B - A kind of method and system of detection file ink marks species - Google Patents
A kind of method and system of detection file ink marks species Download PDFInfo
- Publication number
- CN105277498B CN105277498B CN201510791480.2A CN201510791480A CN105277498B CN 105277498 B CN105277498 B CN 105277498B CN 201510791480 A CN201510791480 A CN 201510791480A CN 105277498 B CN105277498 B CN 105277498B
- Authority
- CN
- China
- Prior art keywords
- data
- light
- spectrophotometric spectra
- image
- extension
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Landscapes
- Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
Abstract
The present invention provides a kind of method of detection file ink marks species, includes the acquisition spectroscopic data of file ink sample to be checked and multiple light courcess testing result, and after the spectroscopic data getting and multiple light courcess testing result are processed, obtains one or more characteristics；Wherein, characteristic is the data being formed by crest value, fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data, extension light quantization data, color, type and the creation time that characteristic item includes spectrophotometric spectra data and described spectrophotometric spectra data association；The one or more characteristics obtaining and the correction data in presetting database are contrasted, comparing result is met pre-conditioned correction data as the file ink marks species output of file ink sample to be checked.Implement the present invention, there is quick, efficient and accuracy, manually-operated error can be reduced, save detection time, and do not damage sample.
Description
Technical field
The present invention relates to ink marks identification technology field, more particularly, to a kind of method and system of detection file ink marks species.
Background technology
Document forming time is an important content of Forensic science identification, is also one of inspection of document technology difficulty
Topic, and the inspection for document forming time needs to provide comparison sample.Only sample with compare have between sample identical
During the ink marks of species, just can carry out final comparison and analysis.
In prior art, compare ink marks species between sample and sample compare and analysis generally requires artificial to pass through specialty
Apparatus and method for realize, on the one hand different ink are drawn based on the ink sample classification method such as chemical method, spectrographic method, chromatography
Mark species, can only get a kind of ink marks of several classifications of or minority in actual applications, not can effectively solve the problem that various
The differentiation problem of ink marks species is it is impossible to reach quick, efficient and accuracy purpose, particularly in more complicated case, also
Often increase detection cycle, thus the work to the later stage causes large effect；On the other hand, manpower comparing is to also occurring one
Fixed error, causes impact to the accuracy in detection of document forming time.
Content of the invention
Embodiment of the present invention technical problem to be solved is, provides a kind of method of detection file ink marks species and is
System, has quick, efficient and accuracy, can reduce manually-operated error, save detection time, and do not damage sample.
In order to solve above-mentioned technical problem, embodiments provide a kind of method of detection file ink marks species, institute
The method of stating includes：
A, obtain the spectroscopic data of file ink sample to be checked and multiple light courcess testing result, and by the described spectrum getting
After data and multiple light courcess testing result are processed, obtain one or more characteristics；Wherein, described characteristic is by spy
Levy that item includes the crest value of spectrophotometric spectra data and described spectrophotometric spectra data association, fluorescence quantized data, infrared light quantify number
The data being formed according to, ultraviolet light quantized data, extension light quantization data, color, type and creation time；
B, the correction data in the described one or more characteristics and presetting database obtaining is contrasted, will be right
Meet pre-conditioned correction data than result to export as the file ink marks species of described file ink sample to be checked.
Wherein, described step a specifically includes：
A1, using multiple light splitting wavelength, spectrophotometric spectra detection is carried out to described file ink sample to be checked, obtain multiple points
Light spectroscopic data, and according to the described multiple spectrophotometric spectra data obtaining, determine that the corresponding spectrum of each spectrophotometric spectra data is anti-
Penetrate rate and crest value, and the corresponding spectral reflectivity of each spectrophotometric spectra data according to described determination and crest value further,
Obtain one or more spectral reflectivities meeting certain condition, and related to each spectral reflectivity meeting certain condition
The crest value of connection；
A2, described file ink sample to be checked is detected using multiple light sources, respectively obtain fluorescence reaction image, red
Outer photoreaction image, ultraviolet light response diagram picture and extension photoreaction image, and by the described fluorescence reaction image obtaining, infrared light
Response diagram picture, ultraviolet light response diagram picture and extension photoreaction image, by default processing mode, get fluorescence respectively and quantify
Data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data；
A3, obtain the color of described file ink sample to be checked, type and creation time corresponding data respectively, go forward side by side one
Step gets fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data with described, and
Described get meet the spectral reflectivity of certain condition and its corresponding crest value, according to the feature of described characteristic
, form one or more of characteristics.
Wherein, described step a1 specifically includes：
S1, pass through spectrophotometric spectra equipment, using N number of light splitting wavelength, spectrophotometric spectra is carried out to described file ink sample to be checked
Detection, obtains multiple spectrophotometric spectra data, and according to the described multiple spectrophotometric spectra data obtaining, determines each spectrophotometric spectra number
According to corresponding spectral reflectivity and crest value, and the corresponding spectral reflectivity foundation of each spectrophotometric spectra data by described determination
The light splitting wavelength sortord from small to large being adopted, forms flex point and judges collection；Wherein, N is the natural number more than 6；
S2, the current flex point of acquisition judge front 6 spectral reflectivities of collection, and front 3 spectral reflectivities therein are divided into one
Group, rear 3 spectral reflectivities are divided into one group, obtain the spectrum of two spectral reflectivity sums of head and the tail and 2 times of centres in each group
The difference that reflectance is formed, and the described two groups of differences multiplications obtaining are calculated fiducial value；
S3, judge that whether described fiducial value is less than 0；
S4 is if it is not, then judge to concentrate the 1st spectral reflectivity to delete described current flex point, and determines described deletion
After flex point afterwards judges to concentrate the quantity of spectral reflectivity to be more than 6, return to step S2；
S5, if it is, judging to concentrate from described current flex point, filters out the 3rd spectral reflectivity as a flex point, and
Described current flex point is judged to concentrate front 6 spectral reflectivities to delete, further determines that the flex point after described deletion judges to concentrate
After the quantity of spectral reflectivity is more than 6, return to step S2；
The one or more flex points filtering out described in S6, determination, and extract and the described one or more flex points filtering out
Corresponding spectrophotometric spectra data respectively, and obtain corresponding respectively with one or more spectrophotometric spectra data of described extraction further
Crest value.
Wherein, the described spectrophotometric spectra data obtaining is preserved with GRA file format.
Wherein, described step a2 specifically includes：
It is respectively adopted intense light source, infrared light supply, ultraviolet source and expansion light source to described file ink sample to be checked to carry out
Detection, obtain the fluorescence reaction image being formed by described intense light source, the infrared light response diagram picture being formed by described infrared light supply, by
Ultraviolet light response diagram picture and the extension photoreaction image being formed by described expansion light source that described ultraviolet source is formed；
In the described fluorescence reaction image obtaining, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction figure
All carry out multiple repairing weld, and the value according to sampled point difference corresponding color R, G each in same image, B in picture, obtain institute respectively
State fluorescence reaction image corresponding fluorescence quantized data, described infrared light response diagram as corresponding infrared light quantized data, described
Ultraviolet light response diagram is as corresponding ultraviolet light quantized data and described extension photoreaction image corresponding extension light quantization data.
Wherein, described fluorescence reaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image are equal
Preserved with bmp picture format or tiff picture format.
Wherein, methods described further includes：
Characteristic when screening comparing result is unsatisfactory for described pre-conditioned, and the described characteristic filtering out is protected
Deposit to described default data base.
The embodiment of the present invention additionally provides a kind of system of detection file ink marks species, and described system includes：
Characteristic signal generating unit, for obtaining spectroscopic data and the multiple light courcess testing result of file ink sample to be checked,
And after the described spectroscopic data getting and multiple light courcess testing result are processed, obtain one or more characteristics；Its
In, described characteristic is to be included crest value, the fluorescence of spectrophotometric spectra data and described spectrophotometric spectra data association by characteristic item
Quantized data, infrared light quantized data, ultraviolet light quantized data, extension light quantization data, color, type and creation time are formed
Data；
File ink marks species output unit, for by the described one or more characteristics obtaining and presetting database
Correction data contrasted, comparing result is met pre-conditioned correction data as described file ink sample to be checked
File ink marks species exports.
Wherein, described characteristic signal generating unit includes：
Spectrophotometric spectra data determining module, for being carried out point using multiple light splitting wavelength to described file ink sample to be checked
Light spectral detection, obtains multiple spectrophotometric spectra data, and according to the described multiple spectrophotometric spectra data obtaining, determines each light splitting
The corresponding spectral reflectivity of spectroscopic data and crest value, and corresponding according to each spectrophotometric spectra data of described determination further
Spectral reflectivity and crest value, obtain one or more spectral reflectivities meeting certain condition, and meet necessarily with each
The crest value that the spectral reflectivity of condition is associated；
Multiple light courcess data determining module, for being detected using multiple light sources to described file ink sample to be checked, point
Do not obtain fluorescence reaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image, and obtain described
Fluorescence reaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image pass through default process side
Formula, gets fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data respectively；
Characteristic generation module, color, type and creation time for obtaining described file ink sample to be checked are divided
Not corresponding data, and further with described get fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and
Extension light quantization data, and described get meet the spectral reflectivity of certain condition and its corresponding crest value, according to
The characteristic item of described characteristic, forms one or more of characteristics.
Wherein, described system also includes：
Updating block, for screening characteristic when comparing result is unsatisfactory for described pre-conditioned, and by described screening
The characteristic going out preserves to described default data base.
Implement the embodiment of the present invention, have the advantages that：
In embodiments of the present invention, because file ink sample to be checked is after spectroscopic data and multiple light courcess detection process,
Form the characteristic with special characteristic item, this feature data can carry out rapid comparison with the data in data base and mate,
So that it is determined that file ink marks species, therefore there is quick, efficient and accuracy, manually-operated error can be reduced, save inspection
The survey time, and do not damage sample.
Brief description
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
Have technology description in required use accompanying drawing be briefly described it should be apparent that, drawings in the following description be only this
Some embodiments of invention, for those of ordinary skill in the art, without having to pay creative labor, according to
These accompanying drawings obtain other accompanying drawings and still fall within scope of the invention.
Fig. 1 is a kind of flow chart of the method for detection file ink marks species provided in an embodiment of the present invention；
Fig. 2 is the particular flow sheet of step S100 in Fig. 1；
Fig. 3 is the particular flow sheet of step S101 in Fig. 2；
Fig. 4 is a kind of structural representation of the system of detection file ink marks species provided in an embodiment of the present invention.
Specific embodiment
For making the object, technical solutions and advantages of the present invention clearer, below in conjunction with accompanying drawing, the present invention is made into one
Step ground describes in detail.
As shown in figure 1, being the method for a kind of detection file ink marks species providing in the embodiment of the present invention, methods described
Including：
Step S100, obtain the spectroscopic data of file ink sample to be checked and multiple light courcess testing result, and by described acquisition
To spectroscopic data and after multiple light courcess testing result processed, obtain one or more characteristics；Wherein, described characteristic number
According to the crest value for being included spectrophotometric spectra data and described spectrophotometric spectra data association by characteristic item, fluorescence quantized data, infrared
The data that light quantization data, ultraviolet light quantized data, extension light quantization data, color, type and creation time are formed；
Detailed process is that file ink sample to be checked realizes spectroscopic data and multiple light courcess detection by the equipment of specialty, and
After spectroscopic data and multiple light courcess testing result are processed, generate the characteristic with multiple fixed character items.Due to this
File ink sample can carry out Classification and Identification by the light splitting wavelength of multiple different lengths, and the therefore characteristic of generation can be
Form one group of data after processing using multiple light splitting wavelength or form a number after processing using single light splitting wavelength
According to.
With single features data instance, characteristic can be represented by the serial data that formula (1) is formed：
Y=Fgi (i=1, n) | X (p=1, m) | Yg | Hwg | Zwg | Qtg | MjColor (R, G, B) | Type |
CreateDate (1)；
In formula (1), Y is characterized data, and characteristic item contained by it includes：Spectrophotometric spectra data Fgi (i=1, n) and light splitting light
Critical data (crest value X (p=1, m)), fluorescence quantized data Yg, infrared light quantized data Hwg, the ultraviolet light of modal data association
Quantized data Zwg, extension light quantization data Qtg, color MjColor (R, G, B), type Type and creation time
CreateDate；
Wherein, Fgi (i=1, n) corresponding data be expressed as the spectral value of file ink sample to be checked, such as using light splitting ripple
The spectral reflectivity that long i identification is formed, span be (0,120]；
X (p=1, m) corresponding data be expressed as the P crest value being formed using light splitting wavelength i, itself and Fgi (i=1,
N) corresponding；
The corresponding data of Yg is expressed as the fluorescence quantized data of file ink sample to be checked, span be (0,255]；
The corresponding data of Hwg is expressed as the infrared light quantized data of file ink sample to be checked, span be (0,
255]；
The corresponding data of Zwg is expressed as the ultraviolet light quantized data of file ink sample to be checked, span be (0,
255]；
The corresponding data of Qtg is expressed as the extension light quantization data of file ink sample to be checked, span be (0,
255]；
The corresponding data of MjColor (R, G, B) is expressed as the color value of file ink sample to be checked, the value model of R, G and B
Enclose and be (0,255]；
The corresponding data of Type is expressed as the type quantification value of file ink sample to be checked, and span is [0,255], such as
Ball pen ink value be 0, neutral pen ink value be 1, from the beginning water ink value be 2, print carbon dust value be 03, type oil
Black value is 4, stamp-inkpad value is 5, stamp-pad ink value is 6；
The corresponding data of CreateDate is expressed as the formation date of file ink sample to be checked, such as 20080101 is expressed as
On January 1st, 2008 sets up.
The spectroscopic data of file ink sample to be checked and multiple light courcess testing result are processed, and obtain the concrete of characteristic
Step is realized, as shown in Figures 2 and 3：
Step S101, using multiple light splitting wavelength, spectrophotometric spectra detection is carried out to file ink sample to be checked, obtain multiple
Spectrophotometric spectra data, and according to the multiple spectrophotometric spectra data obtaining, determine the corresponding spectral reflectance of each spectrophotometric spectra data
Rate and crest value, and further according to the corresponding spectral reflectivity of each spectrophotometric spectra data determining and crest value, obtain one
Individual or multiple spectral reflectivities meeting certain condition, and the ripple being associated with each spectral reflectivity meeting certain condition
Peak value；
Specifically, step S1011, pass through spectrophotometric spectra equipment, file ink sample to be checked is entered using N number of light splitting wavelength
Row spectrophotometric spectra detects, obtains multiple spectrophotometric spectra data, and according to the multiple spectrophotometric spectra data obtaining, determines each light splitting
The corresponding spectral reflectivity of spectroscopic data and crest value, and by determine the corresponding spectral reflectivity of each spectrophotometric spectra data according to
According to the light splitting wavelength sortord from small to large being adopted, form flex point and judge collection；Wherein, N is the natural number more than 6；
Step S1012, the current flex point of acquisition judge front 6 spectral reflectivities of collection, by front 3 spectral reflectivities therein
It is divided into one group, rear 3 spectral reflectivities are divided into one group, obtain two spectral reflectivity sums of head and the tail and 2 times of centres in each group
The difference that formed of spectral reflectivity, and obtain two groups of differences be multiplied calculate fiducial value；
Step S1013, judge that whether fiducial value is less than 0；If it is not, then execution next step S1014；If it is, jumping
Go to step S1015；
Step S1014, current flex point is judged to concentrate the 1st spectral reflectivity to delete；
Step S1015, judge to concentrate from current flex point, filter out the 3rd spectral reflectivity as a flex point, and will be current
Flex point judges to concentrate front 6 spectral reflectivities to delete；
Step S1016, judge to delete after flex point judge to concentrate the quantity of spectral reflectivity whether more than 6；If it is,
Return to step S1012；If it is not, then execution next step S1017；
Step S1017, determine one or more flex points of filtering out, and extract and divide with the one or more flex points filtering out
Not corresponding spectrophotometric spectra data, and obtain further and the one or more spectrophotometric spectra data extracted corresponding crest respectively
Value.
It should be noted that spectrophotometric spectra data is preserved with GRA file format.
It is understood that step S1012 is represented by obtaining front 6 spectral reflectivities that current flex point judges collection, and
Fiducial value C is calculated according to formula (2)；
C=(f3+f1-2f2) * (f6+f4-2f5) (2)；
In formula (2), f1, f2, f3, f4, f5 and f6 are respectively current flex point and judge to concentrate the 1st to the 6th spectral reflectivity；
C is that current flex point judges to collect corresponding fiducial value.
As an example, by corresponding for Fgi (i=1, N) spectral reflectivity according to the light splitting wavelength being adopted from little to
Big sortord, forms flex point and judges collection；
Find out all of flex point in Fgi (i=k, k+6)：Extracting flex point judges front 6 spectral reflectivities of collection as calculating
Interval, now f1=Fgi (1), f2=Fgi (2) ..., f6=Fgi (6), using formula (1) calculate fiducial value C；
Work as C<When 0, then representing f3 is flex point retaining, and further determines that the corresponding crest value of flex point f3, by f1, f2, f3,
F4, f5 and f6 delete, and after continuing to extract deletion, flex point judges front 6 spectrophotometric spectra data of collection as computation interval, until
Till the quantity of computation interval afterwards is less than 6；
Work as C>When=0, f1 will be deleted, and extract f7 and form a new computation interval, now f2, f3, f4, f5 and f6 are corresponding
Position before move so that f2, f3, f4, f5, f6 and f7 become new f1, f2, f3, f4, f5 and f6, until new computation interval
Quantity be less than 6 till；
Using each computation interval above-mentioned determine flex point as meet condition spectral reflectivity (as f3, f9, f15,
F22, f28 etc.), and further determine that spectral reflectivity meets corresponding spectrophotometric spectra data during condition, and corresponding ripple
Peak value.
Step S102, file ink sample is detected using multiple light sources, respectively obtain fluorescence reaction image, infrared
Photoreaction image, ultraviolet light response diagram picture and extension photoreaction image, and by the fluorescence reaction obtaining image, infrared light response diagram
As, ultraviolet light response diagram picture and extension photoreaction image are by default processing mode, get fluorescence quantized data, red respectively
Outer light quantization data, ultraviolet light quantized data and extension light quantization data；
Specifically, step S1021, file ink sample to be checked is respectively adopted intense light source, infrared light supply, ultraviolet source and
Expansion light source is detected, obtains the fluorescence reaction image being formed by intense light source, the infrared light response diagram being formed by infrared light supply
Picture, the ultraviolet light response diagram picture being formed by ultraviolet source and the extension photoreaction image being formed by expansion light source；
Step S1022, the fluorescence reaction image obtaining, infrared light response diagram picture, ultraviolet light response diagram picture and extension light
All carry out multiple repairing weld, and the value according to sampled point difference corresponding color R, G each in same image, B, respectively in response diagram picture
Obtain fluorescence reaction image corresponding fluorescence quantized data, infrared light response diagram as corresponding infrared light quantized data, ultraviolet light
Response diagram is as corresponding ultraviolet light quantized data and extension photoreaction image corresponding extension light quantization data.
It should be noted that photoreaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image
All preserved with bmp picture format or tiff picture format.
In one embodiment, the first step, by intense light source, infrared light supply, ultraviolet source and expansion light source to literary composition to be checked
Part ink sample is detected, respectively obtains fluorescence reaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension light
Response diagram picture；
Second step, above-mentioned image is all sampled M time, respectively obtain fluorescence reaction image correspond to each sampled point color R, G,
The value of B, infrared light response diagram picture corresponds to each sampled point color R, G, the value of B, and ultraviolet light response diagram picture corresponds to each sampled point
Color R, G, the value of B and the value extending corresponding each sampled point color R, G of photoreaction image, B；
3rd step, the value of sampled point color R, G each in same image, B is imported in formula (3), obtain fluorescence respectively
Response diagram is as corresponding fluorescence quantized data D1, infrared light response diagram are as corresponding infrared light quantized data D2, ultraviolet photoreaction
Image corresponding ultraviolet light quantized data D3 and extension photoreaction image corresponding extension light quantization data D4；
In formula (3), Rij、GijAnd BijValue for j-th sampled point corresponding color R, G and B on i-th image；I=1 is glimmering
Photoreaction image, i=2 is infrared light response diagram picture, i=3 is ultraviolet light response diagram picture, and i=4 is extension photoreaction image；M is
Sampling number, and be natural number.
Step S103, the color obtaining file ink sample to be checked, type and creation time corresponding data respectively, goes forward side by side
One step with get fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data, and obtain
That gets meets the spectral reflectivity of certain condition and its corresponding crest value, according to the characteristic item of characteristic, is formed described
One or more characteristics.
Detailed process is, by the corresponding data of color of file ink sample to be checked, the corresponding data of type, creation time
Corresponding data, fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data, Yi Jiyi
Meet the spectral reflectivity of certain condition and its corresponding crest value, according to formula (1), obtain a characteristic, and with this
Analogize, obtain all of characteristic.
In embodiments of the present invention, the match cognization to currently file ink sample to be checked to be realized, it is desirable to have contrast number
According to the data base being formed, therefore before step S100, methods described further includes：Build data base in advance, and data base
In each data be all to be included crest value, the fluorescence volume of spectrophotometric spectra data and described spectrophotometric spectra data association by characteristic item
Change what data, infrared light quantized data, ultraviolet light quantized data, extension light quantization data, color, type and creation time were formed
Data, and preserved to a memorizer with time liter sequential mode.
Step S200, the correction data in the described one or more characteristics and presetting database obtaining is carried out right
Comparing result is met pre-conditioned correction data as the file ink marks species output of described file ink sample by ratio.
Detailed process is, Selective type identical L correction data in default data base；
According to formula (3), calculate correction data and characteristic corresponding color contrast value respectively, and contrast at L
In data, filter out color contrast value be less than or equal to first threshold correction data, and using the correction data filtering out as
The file ink marks species output of file ink sample；
Tj=Sqrt [(R0-Rj)2+(G0-Gj)2+(B0-Bj)2] (3)；
In formula (3), TjFor j-th color contrast value；R0、G0And B0It is respectively the value of color R, G and B in characteristic；Rj、
GjAnd BjIt is respectively the value of color R, G and B in j-th correction data；1≤j≤N, and be natural number；1≤K≤L, and be nature
Number.
In one embodiment, first threshold span is [0,100].
Once comparing result occurs be unsatisfactory for pre-conditioned (thering is what at least one was calculated in L correction data
Color contrast value Tj>First threshold) when, the characteristic of condition is not satisfied is saved in data base as new data, because
This methods described further comprises：
Characteristic when screening comparing result is unsatisfactory for described pre-conditioned, and the described characteristic filtering out is protected
Deposit to described default data base.
As shown in figure 4, being the system of a kind of detection file ink marks species providing in the embodiment of the present invention, described system
Including：
Characteristic signal generating unit 410, for obtaining spectroscopic data and the multiple light courcess detection knot of file ink sample to be checked
Really, after and the described spectroscopic data getting and multiple light courcess testing result being processed, one or more characteristics are obtained；
Wherein, described characteristic is to include the crest value of spectrophotometric spectra data and described spectrophotometric spectra data association, glimmering by characteristic item
Light quantization data, infrared light quantized data, ultraviolet light quantized data, extension light quantization data, color, type and creation time shape
The data becoming；
File ink marks species output unit 420, for by the described one or more characteristics obtaining and preset data
Correction data in storehouse is contrasted, and comparing result is met pre-conditioned correction data as described file ink marks sample to be checked
This file ink marks species output.
Wherein, described characteristic signal generating unit 410 includes：
Spectrophotometric spectra data determining module 4101, for being entered using multiple light splitting wavelength to described file ink sample to be checked
Row spectrophotometric spectra detects, obtains multiple spectrophotometric spectra data, and according to the described multiple spectrophotometric spectra data obtaining, determines each
The corresponding spectral reflectivity of spectrophotometric spectra data and crest value, and each spectrophotometric spectra data pair according to described determination further
The spectral reflectivity answered and crest value, obtain one or more spectral reflectivities meeting certain condition, and with each satisfaction
The crest value that the spectral reflectivity of certain condition is associated；
Multiple light courcess data determining module 4102, for being examined using multiple light sources to described file ink sample to be checked
Survey, respectively obtain fluorescence reaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image, and by institute
State the fluorescence reaction image obtaining, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image by default
Processing mode, gets fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization number respectively
According to；
Characteristic generation module 4103, during for obtaining the color of described file ink sample to be checked, type and create
Between respectively corresponding data, and further with described get fluorescence quantized data, infrared light quantized data, ultraviolet light quantify number
According to extension light quantization data, and described get meet the spectral reflectivity of certain condition and its corresponding crest value,
According to the characteristic item of described characteristic, form one or more of characteristics.
Wherein, described system also includes：
Updating block 430, for screening characteristic when comparing result is unsatisfactory for described pre-conditioned, and by described sieve
The characteristic selected preserves to described default data base.
Implement the embodiment of the present invention, have the advantages that：
In embodiments of the present invention, because file ink sample to be checked is after spectroscopic data and multiple light courcess detection process,
Form the characteristic with special characteristic item, this feature data can carry out rapid comparison with the data in data base and mate,
So that it is determined that file ink marks species, therefore there is quick, efficient and accuracy, manually-operated error can be reduced, save inspection
The survey time, and do not damage sample.
It should be noted that in said system embodiment, each included system unit simply enters according to function logic
Row divides, but is not limited to above-mentioned division, as long as being capable of corresponding function；In addition, each functional unit
Specific name also only to facilitate mutual distinguish, is not limited to protection scope of the present invention.
One of ordinary skill in the art will appreciate that it is permissible for realizing all or part of step in above-described embodiment method
Instruct related hardware to complete by program, described program can be stored in a computer read/write memory medium,
Described storage medium, such as ROM/RAM, disk, CD etc..
Above disclosed be only present pre-ferred embodiments, certainly the right model of the present invention can not be limited with this
Enclose, the equivalent variations therefore made according to the claims in the present invention, still belong to the scope that the present invention is covered.
Claims (10)
1. a kind of method of detection file ink marks species is it is characterised in that methods described includes：
A, obtain the spectroscopic data of file ink sample to be checked and multiple light courcess testing result, and by the described spectroscopic data getting
And after multiple light courcess testing result is processed, obtain one or more characteristics；Wherein, described characteristic is by characteristic item
Including the crest value of spectrophotometric spectra data and described spectrophotometric spectra data association, fluorescence quantized data, infrared light quantized data,
The data that ultraviolet light quantized data, extension light quantization data, color, type and creation time are formed；
B, the correction data in the described one or more characteristics and presetting database obtaining is contrasted, will contrast knot
Fruit meets pre-conditioned correction data and exports as the file ink marks species of described file ink sample to be checked.
2. the method for claim 1 is it is characterised in that described step a specifically includes：
A1, using multiple light splitting wavelength, spectrophotometric spectra detection is carried out to described file ink sample to be checked, obtain multiple described treat
The spectrophotometric spectra data of inspection file ink sample, and according to the described multiple spectrophotometric spectra data obtaining, determine each light splitting light
The corresponding spectral reflectivity of modal data and crest value, and the corresponding light of each spectrophotometric spectra data according to described determination further
Spectrum reflectance and crest value, obtain one or more spectral reflectivities meeting certain condition, and meet certain bar with each
The crest value that the spectral reflectivity of part is associated；
A2, described file ink sample to be checked is detected using multiple light sources, respectively obtain fluorescence reaction image, infrared light
Response diagram picture, ultraviolet light response diagram picture and extension photoreaction image, and by the described fluorescence reaction image obtaining, infrared photoreaction
Image, ultraviolet light response diagram picture and extension photoreaction image by default processing mode, get respectively fluorescence quantized data,
Infrared light quantized data, ultraviolet light quantized data and extension light quantization data；
A3, obtain the color of described file ink sample to be checked, type and creation time corresponding data respectively, and further with
Described get fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data, and described
Get meets the spectral reflectivity of certain condition and its corresponding crest value, according to the characteristic item of described characteristic, shape
Become one or more of characteristics.
3. method as claimed in claim 2 is it is characterised in that described step a1 specifically includes：
S1, pass through spectrophotometric spectra equipment, using N number of light splitting wavelength, spectrophotometric spectra inspection is carried out to described file ink sample to be checked
Survey, obtain multiple spectrophotometric spectra data, and according to the described multiple spectrophotometric spectra data obtaining, determine each spectrophotometric spectra data
Corresponding spectral reflectivity and crest value, and by the corresponding spectral reflectivity of each spectrophotometric spectra data of described determination according to institute
Using light splitting wavelength sortord from small to large, formed flex point judge collection；Wherein, N is the natural number more than 6；
S2, the current flex point of acquisition judge front 6 spectral reflectivities of collection, and front 3 spectral reflectivities therein are divided into one group, after
3 spectral reflectivities are divided into one group, obtain the spectral reflectivity of two spectral reflectivity sums of head and the tail and 2 times of centres in each group
The difference being formed, and the described two groups of differences multiplications obtaining are calculated fiducial value；
S3, judge that whether described fiducial value is less than 0；
S4 if it is not, then described current flex point is judged to concentrate the 1st spectral reflectivity to delete, and after determining described deletion
After flex point judges to concentrate the quantity of spectral reflectivity to be more than 6, return to step S2；
S5, if it is, judging to concentrate from described current flex point, filters out the 3rd spectral reflectivity as a flex point, and by institute
State current flex point to judge to concentrate front 6 spectral reflectivities to delete, further determine that the flex point after described deletion judges to concentrate spectrum
After the quantity of reflectance is more than 6, return to step S2；
The one or more flex points filtering out described in S6, determination, and extract and the described one or more flex points difference filtering out
Corresponding spectrophotometric spectra data, and obtain the one or more spectrophotometric spectra data corresponding ripple respectively with described extraction further
Peak value.
4. method as claimed in claim 3 is it is characterised in that the described spectrophotometric spectra data obtaining is protected with GRA file format
Deposit.
5. method as claimed in claim 2 is it is characterised in that described step a2 specifically includes：
It is respectively adopted intense light source, infrared light supply, ultraviolet source and expansion light source to described file ink sample to be checked to detect,
Obtain the fluorescence reaction image being formed by described intense light source, the infrared light response diagram picture being formed by described infrared light supply, by described
Ultraviolet light response diagram picture and the extension photoreaction image being formed by described expansion light source that ultraviolet source is formed；
In the described fluorescence reaction image obtaining, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image
All carry out multiple repairing weld, and the value according to sampled point difference corresponding color R, G each in same image, B, obtain described glimmering respectively
Photoreaction image corresponding fluorescence quantized data, described infrared light response diagram are as corresponding infrared light quantized data, described ultraviolet
Photoreaction image corresponding ultraviolet light quantized data and described extension photoreaction image corresponding extension light quantization data.
6. method as claimed in claim 5 is it is characterised in that described fluorescence reaction image, infrared light response diagram picture, ultraviolet light
Response diagram picture and extension photoreaction image are all preserved with bmp picture format or tiff picture format.
7. the method for claim 1 is it is characterised in that methods described further includes：
Characteristic when being unsatisfactory for described pre-conditioned for the screening comparing result, and by the described characteristic filtering out preserve to
In described default data base.
8. a kind of system of detection file ink marks species is it is characterised in that described system includes：
Characteristic signal generating unit, for obtaining spectroscopic data and the multiple light courcess testing result of file ink sample to be checked, and will
After the described spectroscopic data getting and multiple light courcess testing result are processed, obtain one or more characteristics；Wherein, institute
State characteristic be the crest value of spectrophotometric spectra data and described spectrophotometric spectra data association is included by characteristic item, fluorescence quantifies
The number that data, infrared light quantized data, ultraviolet light quantized data, extension light quantization data, color, type and creation time are formed
According to；
File ink marks species output unit, for will be right in the described one or more characteristics obtaining and presetting database
Contrasted than data, comparing result is met pre-conditioned correction data as the file of described file ink sample to be checked
Ink marks species exports.
9. system as claimed in claim 8 is it is characterised in that described characteristic signal generating unit includes：
Spectrophotometric spectra data determining module, for carrying out light splitting light to described file ink sample to be checked using multiple light splitting wavelength
Spectrum detection, obtains multiple spectrophotometric spectra data, and according to the described multiple spectrophotometric spectra data obtaining, determines each spectrophotometric spectra
The corresponding spectral reflectivity of data and crest value, and the corresponding spectrum of each spectrophotometric spectra data according to described determination further
Reflectance and crest value, obtain one or more spectral reflectivities meeting certain condition, and meet certain condition with each
Spectral reflectivity be associated crest value；
Multiple light courcess data determining module, for being detected using multiple light sources to described file ink sample to be checked, respectively
To fluorescence reaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image, and by described obtain glimmering
Photoreaction image, infrared light response diagram picture, ultraviolet light response diagram picture and extension photoreaction image, by default processing mode, divide
Do not get fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension light quantization data；
Characteristic generation module, color, type and creation time for obtaining described file ink sample to be checked are right respectively
The data answered, and get fluorescence quantized data, infrared light quantized data, ultraviolet light quantized data and extension with described further
Light quantization data, and described get meet the spectral reflectivity of certain condition and its corresponding crest value, according to described
The characteristic item of characteristic, forms one or more of characteristics.
10. system as claimed in claim 8 is it is characterised in that described system also includes：
Updating block, for screening characteristic when comparing result is unsatisfactory for described pre-conditioned, and filters out described
Characteristic preserves to described default data base.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510791480.2A CN105277498B (en) | 2015-11-17 | 2015-11-17 | A kind of method and system of detection file ink marks species |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510791480.2A CN105277498B (en) | 2015-11-17 | 2015-11-17 | A kind of method and system of detection file ink marks species |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN105277498A CN105277498A (en) | 2016-01-27 |
| CN105277498B true CN105277498B (en) | 2017-03-08 |
Family
ID=55146885
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510791480.2A Active CN105277498B (en) | 2015-11-17 | 2015-11-17 | A kind of method and system of detection file ink marks species |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN105277498B (en) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109166129B (en) * | 2018-08-02 | 2021-12-10 | 广东南天司法鉴定所 | Method and device for automatically collecting ink mark color level of printing form |
| CN109633187A (en) * | 2018-12-25 | 2019-04-16 | 司法鉴定科学研究院 | A kind of data detection system and method for documents |
| CN113539368B (en) * | 2021-08-30 | 2023-02-03 | 长春理工大学 | Fluorescent image signal data storage and color classification method |
| CN115629507B (en) * | 2022-11-07 | 2023-11-24 | 广东南天司法鉴定所 | Method for identifying authenticity of file writing and patterns |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5418855A (en) * | 1993-09-27 | 1995-05-23 | Angstrom Technologies, Inc. | Authentication system and method |
| JP2001058962A (en) * | 1999-08-20 | 2001-03-06 | Mitsubishi Chemicals Corp | Molecular structure development-supporting system and molecular structure development-supporting method, and molecular structure extraction unit, molecular structure extraction method and recording medium readable by molecular structure extraction program-loaded computer |
| CN201413294Y (en) * | 2009-04-03 | 2010-02-24 | 中国政法大学 | Middle and far infrared photographic device |
| CN101680804A (en) * | 2007-04-03 | 2010-03-24 | 武藤工业株式会社 | Spectrophotometer and method |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB201003939D0 (en) * | 2010-03-09 | 2010-04-21 | Isis Innovation | Multi-spectral scanning system |
| KR101146559B1 (en) * | 2010-05-18 | 2012-05-25 | 한국과학기술연구원 | Method of identifying red seal ink and signature using spectroscopy |
| CN102176260A (en) * | 2010-12-30 | 2011-09-07 | 南京理工速必得科技股份有限公司 | Method for detecting bank paper fluorescent ink and realizing device thereof |
| CN103149164A (en) * | 2013-03-04 | 2013-06-12 | 暨南大学 | Traditional Chinese painting verification method and device based on spectral imaging technology |
| CN104361674A (en) * | 2014-09-30 | 2015-02-18 | 浙江维融电子科技股份有限公司 | Paper money recognition method and device |
| CN104916036A (en) * | 2015-06-19 | 2015-09-16 | 广州广电运通金融电子股份有限公司 | Multi-spectral recognition device and multi-spectral recognition method for banknotes |
-
2015
- 2015-11-17 CN CN201510791480.2A patent/CN105277498B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5418855A (en) * | 1993-09-27 | 1995-05-23 | Angstrom Technologies, Inc. | Authentication system and method |
| JP2001058962A (en) * | 1999-08-20 | 2001-03-06 | Mitsubishi Chemicals Corp | Molecular structure development-supporting system and molecular structure development-supporting method, and molecular structure extraction unit, molecular structure extraction method and recording medium readable by molecular structure extraction program-loaded computer |
| CN101680804A (en) * | 2007-04-03 | 2010-03-24 | 武藤工业株式会社 | Spectrophotometer and method |
| CN201413294Y (en) * | 2009-04-03 | 2010-02-24 | 中国政法大学 | Middle and far infrared photographic device |
Also Published As
| Publication number | Publication date |
|---|---|
| CN105277498A (en) | 2016-01-27 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105277498B (en) | A kind of method and system of detection file ink marks species | |
| CN110135468B (en) | Coal gangue identification method | |
| Pape et al. | Utilizing machine learning approaches to improve the prediction of leaf counts and individual leaf segmentation of rosette plant images | |
| US8103692B2 (en) | Search system using images | |
| Cetinic et al. | Learning the principles of art history with convolutional neural networks | |
| CN107944035B (en) | Image recommendation method integrating visual features and user scores | |
| CN102156740B (en) | SQL (structured query language) statement processing method and system | |
| EP1160586A3 (en) | Method of joint analysis and interpretation of the subsurface from multiple seismic derived layer property data sets | |
| CN103430175B (en) | For the method and apparatus that video is compared | |
| CN106126719A (en) | Information processing method and device | |
| CN104715359B (en) | A kind of structuring construction industry material file and material data identification management method | |
| CN102930495A (en) | Steganography evaluation based steganalysis method | |
| CN100530234C (en) | Recessive writing detection method in the light of DCT zone LSB recessive writing | |
| CN105447513B (en) | A kind of file ink data realizes the method and system of automatic contrast | |
| CN113139511B (en) | Water and soil conservation production and construction project disturbance pattern spot extraction method, medium and equipment | |
| CN107169830B (en) | Personalized recommendation method based on clustering PU matrix decomposition | |
| CN114170154A (en) | Remote sensing VHR image change detection method based on Transformer | |
| CN111709936B (en) | Ream defect detection method based on multistage feature comparison | |
| CN111582331A (en) | Painting work author image identification method based on convolutional neural network | |
| CN112765313A (en) | False information detection method based on original text and comment information analysis algorithm | |
| EP2469021B1 (en) | Method for building a flow model associated with capillary pressure curves and/or relative permeability curves | |
| CN110363198B (en) | Neural network weight matrix splitting and combining method | |
| CN109272007B (en) | Initial supporting force and terminal resistance identification method based on deep neural network and storage medium | |
| CN104484869B (en) | Image matching method and system for ordinal measure features | |
| CN115375654A (en) | Fluorescent logging system based on machine vision and detection method thereof |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant |