CN102353519A - Resolving power measuring device and resolving power evaluation method for three-generation dim light image intensifier - Google Patents

Resolving power measuring device and resolving power evaluation method for three-generation dim light image intensifier Download PDF

Info

Publication number
CN102353519A
CN102353519A CN2011101501969A CN201110150196A CN102353519A CN 102353519 A CN102353519 A CN 102353519A CN 2011101501969 A CN2011101501969 A CN 2011101501969A CN 201110150196 A CN201110150196 A CN 201110150196A CN 102353519 A CN102353519 A CN 102353519A
Authority
CN
China
Prior art keywords
resolving power
target line
image
value
line unit
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.)
Granted
Application number
CN2011101501969A
Other languages
Chinese (zh)
Other versions
CN102353519B (en
Inventor
史继芳
韩占锁
杨斌
李宏光
吉晓
孙宇楠
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
205TH INSTITUTE OF CHINA NORTH INDUSTRIES
Original Assignee
205TH INSTITUTE OF CHINA NORTH INDUSTRIES
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 205TH INSTITUTE OF CHINA NORTH INDUSTRIES filed Critical 205TH INSTITUTE OF CHINA NORTH INDUSTRIES
Priority to CN 201110150196 priority Critical patent/CN102353519B/en
Publication of CN102353519A publication Critical patent/CN102353519A/en
Application granted granted Critical
Publication of CN102353519B publication Critical patent/CN102353519B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Abstract

The invention discloses a resolving power measuring device and a resolving power evaluation method for a three-generation dim light image intensifier, and belongs to the field of optical measurement and metering. The resolving power measuring device is characterized by consisting of a light source component, a resolving power target, a collimator tube, an imaging objective lens, a test camera obscura, a charge coupled device (CCD) camera and a computer. The resolving power evaluation method comprises the following steps of: imaging the resolving power target irradiated by a standard light source to a fluorescent screen by using a measured image intensifier; converting into a frame image of a target line by using the CCD camera, and transmitting into the computer; successively processing a single frame image of the target line by using a normalized cross correlation model and an optical modulation degree model through internal image processing software of the computer to acquire a single frame processing result; and analyzing multi-frame processing results and performing corresponding supplement operation to acquire a final resolving power evaluation result. By the device and the method, the problem of objective evaluation during resolving power measurement of the three-generation dim light image intensifier is solved; and the device and the method can be popularized to other measurement fields such as an intensified charge coupled device (ICCD) measurement field and the like where resolving power is required to be objectively evaluated, and have wide application prospects.

Description

Three generations's gleam image intensifier resolution measurement device and resolving power evaluation method
Technical field
The invention belongs to field of optical measuring technologies, relate generally to a kind of three generations's gleam image intensifier resolution measurement instrument, relate in particular to the evaluation method of cover three generations's gleam image intensifier resolution measurement device and three generations's gleam image intensifier resolving power.
Background technology
In recent years, along with scientific-technical progress, more and more higher to the requirement of low-light technology in fields such as space astronomy detection, fluorescence detection, military night vision reconnaissances, three generations's gleam image intensifier becomes increasingly conspicuous as this its effect of field core devices.The accurate measurement of three generations's gleam image intensifier parameter has significant meaning to improving its performance in research and production, also be an urgent demand of national defense industry numerous areas.Resolving power is the corresponding spatial frequency of gleam image intensifier MTF curve 2%~3% degree of modulation, is one of important parameter of reflection gleam image intensifier performance, is determining the low-light system 10 -31x~10 -1Operating distance and image definition during the above illumination of 1x.The development that is measured as gleam image intensifier, production and the application of gleam image intensifier resolving power provides and measured the calibration means accurately.
Traditional two generation gleam image intensifier resolution measurement method adopt the visualization method usually; Institutes Of Technology Of Nanjing, Shijiazhuang College Of Arms and China Arms Industry the 205 research institute once developed two generation gleam image intensifier resolution test equipment, all be to adopt the visualization method.Two generation gleam image intensifier resolution test equipment comprise standard sources, integrating sphere, neutral attenuator, power supply, resolving power target, parallel light tube, image-forming objective lens, gleam image intensifier to be measured, eyepiece; By resolving power target image on the eye-observation image intensifier video screen, judge the image intensifier resolving power at last.This method has measures advantage simply and intuitively; But influenced by people's subjective factor, such as to same target, different observer's observed results are different; Same observer is because continue the difference of observation time length, age, health, and observed result is difference to some extent all; So visualization method accuracy of measurement is not high, repeatability is relatively poor.Therefore, the low-light level night vision device objective evaluation is very important.
At " optical technology " in the May issue, 2000; The 21st the 2nd phase of volume; Among the P451-453; People such as Liu Zhengyun use gray scale-gradient co-occurrence matrix model to two generation low-light level night vision device resolution measurement image texture features analyze, select and turning point is judged as the objective criterion of resolving power with five streak feature parameters such as gray scale entropy, gradient entropy, gray scale mean square deviation are auxiliary artificial.Its algorithm computation precision is not high, can't provide quantitative conclusion voluntarily by algorithm, must auxiliary subjective judgement, and when in the visual field, having bright or dark spot or stripe pattern itself small-sized, can cause all that occurrence law property is poor as a result.
Three generations's gleam image intensifier belongs to the photoelectronic imaging device; All the video screen imagings of image and other that it became are the same; Have problems such as screen flicker, dark background noise, ion burn; Therefore; Performance and index that three generations's gleam image intensifier is new are had higher requirement to resolution measurement; Press for and adopt resolving power objective evaluation algorithm development gleam image intensifier resolution measurement system, repeatability and accuracy when improving three generations's gleam image intensifier resolution measurement.
Not seeing both at home and abroad at present has the public reported that adopts method for objectively evaluating to measure three generations's gleam image intensifier resolving power.
Summary of the invention
The technical matters that the present invention will solve is the deficiency to prior art, and the device of a cover measurement three generations gleam image intensifier resolving power and the method for objective evaluation three generations gleam image intensifier resolving power are provided.
Three generations's gleam image intensifier resolution measurement device provided by the invention; Comprise light source assembly; The resolving power target; Parallel light tube; The image-forming objective lens that has zoom function; The test camera bellows that has input and outgoing window; Base platform; The ccd video camera that has function of temperature control; Computing machine; Said light source assembly; Parallel light tube is fixed on the said base platform through corresponding bracing frame with the test camera bellows; Said resolving power target is connected on the parallel light tube; Its target surface is positioned on the object space focal plane of parallel light tube and target surface is centered close on the optical axis of measuring light path; Said image-forming objective lens and said ccd video camera are installed in said base platform through two-dimension translational mechanism and D translation mechanism respectively; The target surface center of the optical axis of image-forming objective lens and ccd video camera all is positioned on the optical axis of measuring light path, and is placed on the video screen of the image intensifier to be measured in the said test camera bellows and the object space focal plane and focus that the center correspondence is positioned at said ccd video camera; The light beam that said light source assembly sends illuminates said resolving power target, and the target line pattern of resolving power target is through time of being focused on said three generations's gleam image intensifier to be measured behind the said parallel light tube collimation by said image-forming objective lens on the pole-face; Three generations's gleam image intensifier to be measured forms brighter target line image to collimation target line pattern multiplication back on its video screen; Said ccd video camera is gathered the target line image on three generations's gleam image intensifier video screen to be measured and is converted thereof into electric signal and transfers in the said computing machine; The said ccd video camera of said computer control is accomplished the setting of dependence test parameter; Gather the target line image of cold-scarce scape image, hot background image and the resolving power target of ccd video camera output; Corresponding signal to gathering carries out a series of Flame Image Process, finally obtains the resolving power evaluation result of said three generations's gleam image intensifier to be measured.
The three generations's gleam image intensifier resolving power evaluation method that adopts three generations's gleam image intensifier resolution measurement device of the present invention to realize may further comprise the steps:
The first step, the running parameter of the said ccd video camera of initialization;
In second step,, gather the cold-scarce scape image A of said ccd video camera output in succession according to keyboard instruction LWith hot background image A RAnd all deposit in the storer,
The 3rd step, according to keyboard instruction, gather a frame resolving power target image F of said ccd video camera output and deposit in the storer, on display screen, show this image simultaneously;
In the 4th step,, from storer, call cold-scarce scape image A according to keyboard instruction L, hot background image A RWith resolving power target image F, resolving power target image F is deducted cold-scarce scape image A according to pursuing grey scale pixel value LWith hot background image A RThe gray-scale value of corresponding pixel points obtains testing image G and corresponding two dimensional gray matrix thereof, and storage two dimensional gray matrix also shows testing image G on display screen;
In the 5th step, according to keyboard commands, it is the ROI district that the Flame Image Process zone is set, the zone that the ROI district is limited for the highest distinguishable or inferior high distinguishable resolving power target line group of tested image intensifier;
In the 6th step, generate the standard form that has minimum resolving power target line group in the ROI zone and have all target line unit correspondences in the inferior low resolution target line group;
The 7th step; Travel through all pixels in ROI zone successively with the mode of pursuing pixel line by line with each standard form that generates; Simultaneously; Adopt the cross-correlation coefficient NC value of normalized crosscorrelation formula basis of calculation template and subgraph in each pixel position; Find out the corresponding subgraph that is the coupling target line unit that have maximum cross correlation coefficient NC value with each standard form one by one; Write down these maximum cross correlation coefficient NC values and corresponding coupling target line unit thereof sequence number (i, j); Cross-correlation coefficient NC value and resolution threshold value NC with these coupling target line unit DifferentiateCompare, in cross-correlation coefficient NC value greater than differentiating threshold value NC DifferentiateCoupling target line unit in, will have coupling target line unit that best result distinguishes power as optimum matching target line unit;
In the 8th step, in optimum matching target line unit, get the gray-scale value I of a row pixel of horizontal target line group switching centre position 1I 2... I kAnd these gray-scale values are carried out size ordering, rejects acquisition selection gray value sequence I after k/Q the maximal value ChoosingAnd Q is a positive integer, if k/Q is not an integer, then units rounds downwards, and mates the degree of modulation of horizontal target line group with following formula calculating optimum:
M = I max - I min I max + I min
In the formula, I AvgFor selecting the average of each gray-scale value in the gray value sequence, I MaxFor selecting in the gray value sequence mean value greater than each gray-scale value of average, I MinFor selecting in the gray value sequence mean value less than each gray-scale value of average; In like manner, the degree of modulation of the perpendicular target line group of calculating optimum coupling; Ask the average of optimum matching target line unit horizontal target line group and perpendicular target line group degree of modulation
Figure BSA00000511252300042
That is the optical modulation degree of optimum matching target line unit;
The 9th step is with the optical modulation degree of optimum matching target line unit
Figure BSA00000511252300043
With threshold modulation M cCompare: if Continue to judge the optical modulation degree of optimum matching target line unit
Figure BSA00000511252300045
Whether apparently higher than threshold value M c, if
Figure BSA00000511252300046
Then the resolving power value that optimum matching target line unit is corresponding is that single frames is handled net result; If Then calculate the optical modulation degree that resolving power is higher than the adjacent cells of optimum matching target line unit
Figure BSA00000511252300048
If the optical modulation degree of high resolution adjacent target line unit
Figure BSA00000511252300049
Satisfy Then the resolving power value that high resolution adjacent target line unit is corresponding is the net result that single frames is handled, and is that single frames is handled net result otherwise keep the corresponding resolving power value in optimum matching target line unit; If
Figure BSA000005112523000411
Calculate the optical modulation degree that resolving power is lower than the adjacent cells of optimum matching target line unit
Figure BSA000005112523000412
If satisfy
Figure BSA000005112523000413
And Then the resolving power value that low resolution adjacent target line unit is corresponding is that single frames is handled net result; If satisfy
Figure BSA000005112523000415
Then utilize the normalized crosscorrelation formula to calculate the cross-correlation coefficient NC between low resolution adjacent target line unit and the corresponding standard form thereof once more AdjacentIf, NC Adjacent>=0.97NC, then the resolving power value that optimum matching target line unit is corresponding is that single frames is handled net result, if NC Adjacent<0.97NC, then the resolving power value that low resolution adjacent target line unit is corresponding is single frames processing net result and on display screen, shows;
The tenth step; Repeatedly repeating the 3rd step to the 9th step handles follow-up multiframe resolving power target image respectively; Thereby obtain the single frames resolving power result of respective numbers; If have half and above single frames resolving power result identical, with the net result of this result as three generations's gleam image intensifier resolving power evaluation method; If the single frames resolving power result of multiple image is in a discrete distribution, then the optical modulation degree is asked by the 8th step respectively in the pairing target line of each single frames resolving power result unit
Figure BSA00000511252300051
And compare the optical modulation degree with degree of modulation criterion Mc one by one Near M cThe pairing resolving power value in target line unit be considered as the net result of said three generations's gleam image intensifier resolving power evaluation method and on display screen, show.
Overall technology effect of the present invention is embodied in the following aspects.
(1) the present invention has set up a cover three generations gleam image intensifier resolution measurement device through light source assembly, resolving power target, parallel light tube, image-forming objective lens, ccd video camera and computing machine; Wherein, Light source assembly has adopted the weak illumination light source of even diffusion; Solved the problem of prior art light source lack of homogeneity under the low-light-level measurement background, measured the resolving power of three generations's gleam image intensifier for objective evaluation and lay a good foundation; In addition, used ccd video camera has refrigeration unit and temperature controller, has eliminated electronic noise and the thermonoise of CCD itself etc. greatly, for software analysis and the noise of handling as three generations's low-light booster provide hardware guarantee.
(2) in the present invention; Be equipped with image processing software in the computing machine; This image processing software carries out objective evaluation to the resolving power target image that is become with ccd video camera through three generations's low-light booster in succession; Its evaluation algorithms adopts the bimodel based on different principle; Be normalized crosscorrelation model and optical modulation degree model; Two models are independent mutually to complement each other again, obtains final conclusion through dual independent criterion.Thereby the present invention can accurately measure three generations's gleam image intensifier resolving power, and accuracy of measurement is high, and good reproducibility is for development, production and the application of three generations's gleam image intensifier provides the reliable technique support.
(3) in image processing process; With the matching factor in the normalized crosscorrelation model as independent criterion; Not only can qualitative measurement target surface groove group whether clear, but also can search the pairing target line of a certain particular resolution group position, be subsequent calculations lock image processing region.Thus, not only reduce the operand of Flame Image Process, and avoided the unnecessary error result that calculating caused.
(4) the present invention introduces optical modulation degree model in the resolving power objective evaluation originally; Because under the low contrast condition of low-light field; The image resolvability that the judgement of employing optical modulation degree criterion draws and the result of eye-observation have the height consistance; Therefore; With the optical modulation degree as another independent criterion of the present invention; The resolving power data be can quantitatively obtain, thereby objectivity, accuracy and the accuracy of evaluation method of the present invention improved.
Description of drawings
Fig. 1 is the formation synoptic diagram of three generations's gleam image intensifier resolution measurement device of the present invention.
Fig. 2 is the measurement index path of three generations's gleam image intensifier resolution measurement device.
Fig. 3 is the workflow diagram of three generations's gleam image intensifier resolving power evaluation method of the present invention.
Embodiment
Below in conjunction with accompanying drawing and preferred embodiment the present invention is made further detailed description.
As shown in Figure 1, the preferred embodiment of three generations's gleam image intensifier resolution measurement device mainly comprises light source assembly 1, resolving power target 2, parallel light tube 3, image-forming objective lens 4, test camera bellows 5, ccd video camera 6, base platform 7, computing machine 8 and power supply 9.
Light source assembly 1 is made up of standard sources 1-1, neutral colour filter and iris 1-2 and integrating sphere 1-3.Standard sources 1-1 selects halogen tungsten lamp for use, and neutral colour filter and iris decay to the light beam that halogen tungsten lamp sends, and behind integrating sphere 1-3 integration, forming colour temperature in the exit is the light beam of 2856K, and the illuminance scope of this light beam is 10 -31x~10 -1Between the 1x, the unevenness in effective illuminating area is less than 1%.In the gleam image intensifier resolution measurement, because human eye is highly sensitive, the homogeneity of low light level light source is very little to the influence of measurement result, and the sensitivity of ccd video camera is lower than human eye, and is very high to the uniformity requirement of low light level light source.In the traditional handicraft; The homogeneity of weak illumination light source is one of key index that is difficult to guarantee; In the measurement because the uneven irradiation of light source; Each zone of target surface presents uneven illumination; Cause the image intensifier contrast to descend; Thereby introduce inestimable uncertain factor, also experimental result is produced unforeseen influence.Thereby in the present invention, for the power supply 9 of standard sources 1-1 power supply is selected high precision high stability degree constant current constant voltage source for use, to satisfy the requirement that light stability and colour temperature change.Integrating sphere 1-3 is the key that forms the diffuse reflection light source, and it is coated with the hemispherical Shell of white diffuse layer by two inwalls forms.The correlation parameter of integrating sphere 1-3 among the present invention confirms that by illumination diffusion computing formula its diameter is taken as 260mm, and the light hole diameter is that 20mm and area are 7.7% of the integrating sphere total area, satisfies the requirement that should not surpass the integrating sphere total area 10%.
Resolving power target 2 is the USAF1951 resolving power target that the low-light field tests is often used, and is of a size of 101.6mm * 82.6mm * 1.5mm, has 10 groups of target line unit on it, the width such as grade and the equally spaced bright dark fringe that promptly on target surface, form.Every group of target line unit constitutes by isometric three horizontal target lines and three vertical target lines, and the length of target line is five times of target line width, and target line width and adjacent target line equate at interval.Target horizontal and vertical spacing of the target lines is twice the width of the target line, the target line from the largest group of cells, the two dimensions of each antenna element close to a target according
Figure BSA00000511252300071
The scaled down.
Parallel light tube 3 is for F1000 type zoom lens and innerly have the good two separation object lens of picture element, and its focal length is 1000mm, and the effective aperture is Φ 100mm, resolving power 1.3 ", 1 ° 38 of visual field ', parallax≤0.20mm.Image-forming objective lens 4 has zoom function, and its focal length is 100mm, and the effective aperture is Φ 80mm.All have logical light window on the front and back sidewall of test camera bellows 5, tested image intensifier 5-1 through corresponding fixture support in testing the cavity of camera bellows 5.
Light source assembly 1, parallel light tube 3 and test camera bellows 5 are fixed on the base platform 7 through corresponding bracing frame 7-1,7-2,7-4; Resolving power target 2 is connected on the parallel light tube 3; The optical axis that its target surface is positioned on the object space focal plane of parallel light tube 3 and target surface is centered close to parallel light tube 3 is promptly measured on the optical axis of light path; Simultaneously, the video screen center of image intensifier 5-1 to be measured also is positioned on the optical axis of measuring light path in the test camera bellows 5.Image-forming objective lens 4 is installed in base platform 7 through 7-3 of two-dimension translational mechanism and the 7-5 of D translation mechanism respectively with ccd video camera 6; During test; Through adjustment two-dimension translational 7-3 of mechanism and the 7-5 of D translation mechanism; The optical axis of image-forming objective lens 4 and the target surface of ccd video camera 6 are centered close on the optical axis of measuring light path, and guarantee that the video screen of tested image intensifier 5-1 is positioned on the object space focal plane of ccd video camera 6.
According to shown in Figure 2, the light beam that standard sources 1-1 sends is in succession through forming uniform diffusion light beam and illuminating resolving power target 2 behind neutral colour filter and iris 1-2 and the integrating sphere 1-3; Whole target lines unit on the resolving power target 2 focuses on the to be measured three generations gleam image intensifier 5-1 of test in the camera bellows 5 by image-forming objective lens 4 behind parallel light tube 3 collimations time, is on the pole-face; Three generations's gleam image intensifier 5-1 to be measured forms brighter target line image to collimation target line pattern multiplication back on its video screen; Ccd video camera 6 is gathered the target line image on the video screen and is converted thereof into electric signal and transfers in the computing machine 8.
Ccd video camera 6 is selected the COOLSNAP K4 video camera of U.S. Photometric company production for use and is subjected to the control of computing machine 8, and this video camera has refrigeration unit and temperature controller, the highest sample frequency 20MHz; Pixel Dimensions 7.4 μ m * 7.4 μ m, pixel count is 2048 * 2048, chip area 15.16m * 15.16mm, frame rate 3fps.In running order following at ccd video camera 6, the image that when its shutter close, is collected is a cold-scarce scape image, and this cold-scarce scape image is real to be ccd video camera 6 intrinsic heat noise own and electronic noises; Open and standard sources 1-1 power supply when not opening when its shutter, its image that collects is hot background image, and this image is produced by experimental enviroment; Open and standard sources 1-1 when opening when its shutter, its image that collects is the target line image.Cold-scarce scape image, hot background image and target line image are bitmap (bitmap) form.
Computing machine 8 built-in capture cards, storer and image processing software also are furnished with mouse and keyboard, and computing machine 8 is connected with ccd video camera 6 through pci bus.Prestore initialization status data, the threshold modulation M of ccd video camera and capture card in the storer c, resolving power target line unit and resolving power value corresponding tables, simultaneously, can also store all kinds of images of ccd video camera 6 outputs.The function of image processing software is the setting that control ccd video camera 6 is accomplished the dependence test parameter; Gather the target line image of cold-scarce scape image, hot background image and the resolving power target 2 of ccd video camera 6 outputs; Respective image to gathering carries out a series of Flame Image Process, the final objective evaluation result who obtains three generations's gleam image intensifier 5-1 resolving power to be measured.
Resolving power evaluation method of the present invention realizes that by computing machine 8 after three generations's gleam image intensifier 5-1 to be measured was placed into the resolution measurement device, image processing software was according to the following operation steps of flow performing shown in Figure 3.
The first step, initialization
After start powers on, load the driver of ccd video camera, capture card, mouse, keyboard, initialization apparatus.In conjunction with the input data setting ccd video camera 6 of keyboard and the duty of capture card, like the on-keyboard input, then call ccd video camera and capture card initialization status data in the storer, set the duty of the two; This acquiescence duty is focus pattern and video monitoring mode, and lightness and contrast parameter are 50, and working temperature is-25 ℃, and frequency acquisition was 3 frame/seconds, and drainage pattern is the single frames collection, and transfer rate is 20M/s;
In second step, gather cold-scarce scape image and hot background image
After the acquisition of receiving the keyboard input, at first send cold-scarce scape acquisition to ccd video camera 6, gather the cold-scarce scape image A of ccd video camera 6 outputs through pci bus LAnd deposit in the storer; Then, send hot background acquisition, under the situation that light source 1-1 does not open, gather the hot background image A of ccd video camera 6 outputs through pci bus to ccd video camera 6 RAnd deposit in the storer.
In the 3rd step, gather resolving power target image
After the acquisition of receiving the keyboard input; Send resolving power target acquisition to ccd video camera 6; Under the situation that light source 1-1 opens; Gather a frame resolving power target image F of ccd video camera 6 outputs and deposit in the storer through pci bus, on display screen, show this resolving power target image F simultaneously.
The 4th step, the image pre-service
In the present invention, the image pre-service is meant resolving power target image F according to deduct cold-scarce scape image A by grey scale pixel value LWith hot background image A RA kind of processing mode of corresponding pixel points gray-scale value, its specific algorithm formula is following:
G (s, t)=n (s, t)-n L(s, t)-n R(s, t) in the formula, n (s, t), n L(s, t), n R(s t) is followed successively by resolving power target image F, cold-scarce scape image A L, hot background image A RPixel (s, gray-scale value t), g (s, t) for the testing image G that obtains after the pre-service at pixel (s, gray-scale value t).After whole two field picture pre-service finishes, just obtained the two dimensional gray matrix of testing image G and with this matrix stores in storer, on display screen, show simultaneously testing image G.
In the 5th step, set the ROI zone
Behind the ROI zone setting command of receiving the keyboard input, calculate the size in ROI zone according to corresponding formulas.The ROI zone is the perform region, refers to the image-region that need handle, and this zone is the square area that group limited of the highest distinguishable resolving power target of tested image intensifier.Because resolving power target that present embodiment was directed against is the USAF1951 target, this target comprises-2 ,-1,0, totally 10 groups of 1......6,7, the length of side L in every group of corresponding ROI zone iConfirm by following formula:
L i = ( 1 2 ) i + 1 [ 7 2 ( 1 - 1 2 6 ) - 2 32 6 ]
In the formula, i representes the group of resolving power target, i.e. i=-2 ,-1,0,1......6,7.At present, the three-generation image enhancer best result is distinguished power generally at second group, and therefore, in the present embodiment, correspondence is got i=2, obtains L through calculating 2=3.56.Definition ROI can avoid in the zone handling the target line zone of low resolution, reduces calculated amount.
In the 6th step, generate target line unit standard form
Standard form is meant target line number and the shape and size generated ideal target line image according to each discrete target line unit on the used resolving power target.
For present embodiment, the width of standard form is confirmed by following formula:
D i , j = 12 ( 1 2 ) i + 1 ( 1 2 6 ) j
In the formula, j represents each target line unit number in every group of resolution target line.In the present embodiment; Minimum resolving power target line group in the ROI zone is second group, i.e. i=2, and the span of j is 1,2,3......6; The target line unit that has maximum line width in the corresponding resolving power group of j=1, the target line unit that has minimum feature in the corresponding resolving power group of j=6.For USAF1951 resolving power target, its standard form height is 5/12 of a width, and three horizontal three perpendicular rectangular target lines are arranged in the template, six roots of sensation target line equal and opposite in direction, and target line length breadth ratio is 5: 1, target line width E I, j(mm of unit) confirmed by following formula:
E i , j = ( 1 2 ) i + 1 ( 1 2 6 ) j
E I, jAlso be simultaneously the spacing between three horizontal target lines being equally spaced or the three perpendicular target lines, the distance between horizontal target line group and the perpendicular target line group is 2E I, j
According to aforementioned calculation formula and corresponding target line parameters relationship, generate the standard form that has minimum resolving power target line group in the ROI zone and have all target line unit correspondences in the inferior low resolution target line group.As far as present embodiment, generate i=2 and j=1~6 successively, the corresponding standard form in each unit, i=3 and j=1~6.
In the 7th step, calculate the normalized crosscorrelation coefficient
The standard form that generates is placed the upper left corner, ROI zone of testing image G; And according to moving this standard form by the mode of pixel line by line; Whenever move once; Utilize the normalized crosscorrelation formula to calculate normalized crosscorrelation coefficient (abbreviation cross-correlation coefficient) NC of current standard form and subgraph, travel through all regional pixels of ROI until current standard form.Subgraph is testing image G by the part that standard form covered.Find out the subgraph of corresponding maximum cross correlation coefficient NC value then, record maximum cross correlation coefficient NC value and corresponding subgraph position thereof.Specific practice is; According to resolving power standard form order from low to high; One by one with all regional pixels of standard form traversal ROI; Finally find out the corresponding subgraph that has maximum cross correlation coefficient NC value with each standard form; That is coupling target line unit; Write down these maximum cross correlation coefficient NC values and the pairing target line of corresponding subgraph unit number thereof (i, j).
Cross-correlation coefficient NC value is big more; Illustrate that subgraph is similar more with standard form; When cross-correlation coefficient NC value is 1, be the perfect match position; And in actual conditions; Cross-correlation coefficient NC can not be 1; Therefore only need on testing image G, to find to have the pairing subgraph of maximum cross correlation coefficient NC value position, can think that then the target line unit of this position is exactly the coupling target line unit of current standard form.Like this, all corresponding coupling target line unit of each standard form.Cross-correlation coefficient NC value and resolution threshold value NC with these coupling target line unit DifferentiateCompare, in cross-correlation coefficient NC value greater than differentiating threshold value NC DifferentiateCoupling target line unit in, find out and have that best result is distinguished the target line unit of power and as optimum matching target line unit.
In these coupling target line unit corresponding with whole standard forms; Its cross-correlation coefficient NC value too hour; This target line unit is actually and can't differentiates; And cross-correlation coefficient NC value is when too big; The resolving power that can not truly reflect tested image intensifier, therefore a suitable cross-correlation coefficient NC value need be set promptly differentiates threshold value NC Differentiate, to find out not only distinguishable and resolving power but also high target line unit.Usually, need at first obtain not only distinguishable and resolving power but also high target line unit through a large amount of experiments, then, with this unit pairing cross-correlation coefficient NC value as differentiating threshold value NC DifferentiateNC DifferentiateSpan is generally 0.5~0.7, NC in the present embodiment DifferentiateGet 0.68.
Because tested gleam image intensifier is the video screen imaging, there are bright phaeism flicker of intrinsic screen and screen shake scintillation.For this reason; The present invention utilizes that the normalized crosscorrelation model accuracy is high, adaptability is good, to the insensitive characteristics of the linear transformation of gradation of image value; Subgraph to the testing image G of standard form and covering thereof carries out matching operation, thereby can reduce the influence that the bright phaeism flicker of tested image intensifier screen is estimated resolution measurement; In addition, because the result of calculation of normalized crosscorrelation model is to find the solution optimum matching target line unit, therefore, can solve the influence that screen shake flicker is estimated resolution measurement well.
The 8th step, the calculating optical degree of modulation
The size of optical modulation degree has reflected the resolvability of image to a great extent, can judge the readability of image on the whole.The sharpness of different target lines is proportional with the optical modulation degree of its grey scale curve.Simultaneously, the clear picture degree of the size of optical modulation degree and human eye observation has good consistance, and the optical modulation degree is high more, and image is clear more, and vice versa.Among the present invention, the optical modulation degree calculates according to the following steps:
8.1 in optimum matching target line unit, get the gray-scale value I of a row pixel of horizontal target line group switching centre position 1I 2... I kAnd these gray-scale values are carried out size ordering, rejects acquisition selection gray value sequence I after k/Q the maximal value ChoosingAnd Q is a positive integer.If k/Q is not an integer, then units rounds downwards.The Q value depends on the fluoroscopic ion burn quantity of tested image intensifier grade, and its size should guarantee effectively to reject ion burn, guarantees as far as possible that again leaving more pixel count is used for subsequent treatment.In the present embodiment, get Q=12.
To selecting gray value sequence I ChoosingAsk the arithmetic mean value to obtain I AvgTo select gray value sequence I ChoosingIn greater than average I AvgGray-scale value ask arithmetic mean to obtain I Max, and to less than I AvgGray-scale value ask the arithmetic mean value to obtain I MinAfterwards, calculate the degree of modulation of horizontal target line group with following formula:
M = I max - I min I max + I min
8.2 get the gray-scale value of perpendicular target line group switching centre position, optimum matching target line unit one-row pixels, the method with 8.1 is calculated the degree of modulation of perpendicular target line group.
8.3 the best matching target line unit horizontal and vertical target line group modulation target line group mean
Figure BSA00000511252300131
that best match the target line elements of the optical modulation.Optical modulation degree with this target line unit
Figure BSA00000511252300132
With the threshold modulation M in the storer cCompare, if
Figure BSA00000511252300133
Show that this optimum matching target line unit is distinguishable under the degree of modulation criterion, then get into 9.1 steps; If Show that this optimum matching target line unit can not differentiate under the degree of modulation criterion, then get into 9.2 steps.
Threshold modulation M cIt is the resolution critical point of after test of many times and repeated validation, confirming.Generally speaking, degree of modulation is lower than 0.1, and resolving power target image will be difficult to differentiate, thereby, threshold modulation M cValue generally at 0.1≤M c≤0.2 scope.
Because three generations's gleam image intensifier is the video screen imaging, has intrinsic ion burn.For this reason, the present invention through removing k/Q maximum gradation value, can effectively reject the big unusual gray-scale value that ion burn causes, thereby remove the interference that ion burn is estimated resolution measurement in the calculating of optical modulation degree.
In the 9th step, obtain single-frame images resolving power result calculated
9.1 work as
Figure BSA00000511252300135
Continue to judge the optical modulation degree of optimum matching target line unit
Figure BSA00000511252300136
Whether apparently higher than threshold value M c, if
Figure BSA00000511252300137
Then the sequence number of optimum matching target line unit is the single frames result; If Then calculate the optical modulation degree that resolving power is higher than the adjacent cells of optimum matching target line unit
Figure BSA00000511252300139
If the optical modulation degree of high resolution adjacent target line unit
Figure BSA000005112523001310
Satisfy
Figure BSA000005112523001311
Then the sequence number of this high resolution target line unit is the single frames result, otherwise the sequence number of keeping optimum matching target line unit is the single frames result.
9.2 work as
Figure BSA000005112523001312
Calculate the optical modulation degree that resolving power is lower than the adjacent cells of optimum matching target line unit
Figure BSA000005112523001313
If satisfy
Figure BSA000005112523001314
And
Figure BSA000005112523001315
Then the sequence number of this low resolution adjacent target line unit is the single frames result; If satisfy
Figure BSA000005112523001316
Then further utilize the normalized crosscorrelation formula to calculate the cross-correlation coefficient NC between low resolution adjacent target line unit and the corresponding standard form thereof AdjacentIf, cross-correlation coefficient NC AdjacentThere are not bigger variation, i.e. NC with the cross-correlation coefficient NC of optimum matching target line unit more yet Adjacent>=0.97NC, then the sequence number of optimum matching target line unit is the single frames result, if NC Adjacent<0.97NC, then the sequence number of low resolution adjacent target line unit is the single frames result.
The sequence number of above-mentioned resolving power target line unit shows as i and organizes the j unit, also need to search the pairing resolving power value of this sequence number through (table 1) mode of tabling look-up, and with this resolving power value as the final process result of single frames and be presented on the screen.
In the tenth step, obtain multiple image resolving power result calculated
For making result of calculation more accurate; One width of cloth resolving power target image is carried out the multiframe collection; Usually select for use 10 frames to get final product, then repeatedly the 3rd step of (10 times) repetition to the 9th step handles every frame resolving power target image respectively, thereby obtains the single frames resolving power result of respective numbers.Like this, will there be following two kinds of situation:
1). there are half and above single frames resolving power final process result identical, can be with the net result of this result as three generations's gleam image intensifier resolving power evaluation method.
2). the single frames resolving power final process result of multiple image is in a discrete distribution, and does not promptly have a kind of single frames resolving power final process result ratio to surpass half, at this moment, the optical modulation degree is asked by the 8th step respectively in the pairing target line of each single frames resolving power result unit
Figure BSA00000511252300141
And one by one with degree of modulation criterion M cRelatively, optical modulation degree
Figure BSA00000511252300142
Near M cThe corresponding resolving power value in target line unit be considered as the net result of three generations's gleam image intensifier resolving power evaluation method.
Table 1 resolving power target line unit and resolving power value corresponding tables
Unit: line is right

Claims (4)

1. three generations's gleam image intensifier resolution measurement device; Comprise light source assembly (1); Resolving power target (2); Parallel light tube (3); The image-forming objective lens (4) that has zoom function; The test camera bellows (5) that has input and outgoing window; Base platform (7); It is characterized in that; Also comprise the ccd video camera (6) that has function of temperature control; Computing machine (8); Said light source assembly (1); Parallel light tube (3) and test camera bellows (5) are through corresponding bracing frame (7-1; 7-2; 7-4) be fixed on the said base platform (7); Said resolving power target (2) is connected on the parallel light tube (3); Its target surface is positioned on the object space focal plane of parallel light tube (3) and target surface is centered close on the optical axis of measuring light path; Said image-forming objective lens (4) and said ccd video camera (6) are installed in said base platform (7) through two-dimension translational mechanism (7-3) and D translation mechanism (7-5) respectively; The target surface center of the optical axis of image-forming objective lens (4) and ccd video camera (6) all is positioned on the optical axis of measuring light path, and is placed on the video screen of the image intensifier to be measured (5-1) in the said test camera bellows (5) and the object space focal plane and focus that the center correspondence is positioned at said ccd video camera (6); The light beam that said light source assembly (1) sends illuminates said resolving power target (2), and the target line pattern of resolving power target (2) is through time of being focused on said three generations's gleam image intensifier to be measured (5-1) behind said parallel light tube (3) collimation by said image-forming objective lens (4) on the pole-face; Three generations's gleam image intensifier to be measured (5-1) forms brighter target line image to collimation target line pattern multiplication back on its video screen; Said ccd video camera (6) is gathered the target line image on three generations's gleam image intensifier to be measured (5-1) video screen and is converted thereof into electric signal and transfers in the said computing machine (8); Said computing machine (8) is controlled the setting that said ccd video camera (6) is accomplished the dependence test parameter; Gather the target line image of cold-scarce scape image, hot background image and the resolving power target (2) of said ccd video camera (6) output; Corresponding signal to gathering carries out a series of Flame Image Process, finally obtains the resolving power evaluation result of said three generations's gleam image intensifier to be measured (5-1).
2. according to three generations's gleam image intensifier resolution measurement device; It is characterized in that: said light source assembly (1) is made up of standard sources (1-1), neutral colour filter and iris (1-2) and integrating sphere (1-3); Integrating sphere (1-3) is coated with the hemispherical Shell of white diffuse layer by two inwalls to be formed; The diameter of integrating sphere (1-3) is 260mm, and the light hole diameter is 20mm.
3. the three generations's gleam image intensifier resolving power evaluation method that adopts claim 1 or 2 said three generations's gleam image intensifier resolution measurement devices to realize, it is characterized in that: this method may further comprise the steps:
The first step, the running parameter of the said ccd video camera of initialization (6);
In second step,, gather the cold-scarce scape image A of said ccd video camera (6) output in succession according to keyboard instruction LWith hot background image A RAnd all deposit in the storer;
The 3rd step, according to keyboard instruction, gather a frame resolving power target image F of said ccd video camera (6) output and deposit in the storer, on display screen, show this image simultaneously;
In the 4th step,, from storer, call cold-scarce scape image A according to keyboard instruction L, hot background image A RWith resolving power target image F, resolving power target image F is deducted cold-scarce scape image A according to pursuing grey scale pixel value LWith hot background image A RThe gray-scale value of corresponding pixel points obtains testing image G and corresponding two dimensional gray matrix thereof, and storage two dimensional gray matrix also shows testing image G on display screen;
In the 5th step, according to keyboard commands, it is the ROI district that the Flame Image Process zone is set, the zone that the ROI district is limited for the highest distinguishable or inferior high distinguishable resolving power target line group of tested image intensifier;
In the 6th step, generate the standard form that has minimum resolving power target line group in the ROI zone and have all target line unit correspondences in the inferior low resolution target line group;
The 7th step; Travel through all pixels in ROI zone successively with the mode of pursuing pixel line by line with each standard form that generates; Simultaneously; Adopt the cross-correlation coefficient NC value of normalized crosscorrelation formula basis of calculation template and subgraph in each pixel position; Find out the corresponding subgraph that is the coupling target line unit that have maximum cross correlation coefficient NC value with each standard form one by one; Write down these maximum cross correlation coefficient NC values and corresponding coupling target line unit thereof sequence number (i, j); Cross-correlation coefficient NC value and resolution threshold value NC with these coupling target line unit DifferentiateCompare, in cross-correlation coefficient NC value greater than differentiating threshold value NC DifferentiateCoupling target line unit in, will have coupling target line unit that best result distinguishes power as optimum matching target line unit;
In the 8th step, in optimum matching target line unit, get the gray-scale value I of a row pixel of horizontal target line group switching centre position 1I 2... I kAnd these gray-scale values are carried out size ordering, rejects acquisition selection gray value sequence I after k/Q the maximal value ChoosingAnd Q is a positive integer, if k/Q is not an integer, then units rounds downwards, and mates the degree of modulation of horizontal target line group with following formula calculating optimum:
M = I max - I min I max + I min
In the formula, I MaxFor selecting in the gray value sequence mean value greater than each gray-scale value of selecting the gray value sequence average, I MinFor selecting in the gray value sequence mean value less than each gray-scale value of selecting the gray value sequence average; In like manner, the degree of modulation of the perpendicular target line group of calculating optimum coupling; Ask the average of optimum matching target line unit horizontal target line group and perpendicular target line group degree of modulation
Figure FSA00000511252200032
That is the optical modulation degree of optimum matching target line unit;
The 9th step is with the optical modulation degree of optimum matching target line unit
Figure FSA00000511252200033
With threshold modulation M cCompare: if
Figure FSA00000511252200034
Continue to judge the optical modulation degree of optimum matching target line unit
Figure FSA00000511252200035
Whether apparently higher than threshold value M c, if
Figure FSA00000511252200036
Then the resolving power value that optimum matching target line unit is corresponding is that single frames is handled net result; If
Figure FSA00000511252200037
Then calculate the optical modulation degree that resolving power is higher than the adjacent cells of optimum matching target line unit
Figure FSA00000511252200038
If the optical modulation degree of high resolution adjacent target line unit
Figure FSA00000511252200039
Satisfy
Figure FSA000005112522000310
Then the resolving power value that high resolution adjacent target line unit is corresponding is the net result that single frames is handled, and is that single frames is handled net result otherwise keep the corresponding resolving power value in optimum matching target line unit; If
Figure FSA000005112522000311
Calculate the optical modulation degree that resolving power is lower than the adjacent cells of optimum matching target line unit
Figure FSA000005112522000312
If satisfy
Figure FSA000005112522000313
And
Figure FSA000005112522000314
Then the resolving power value that low resolution adjacent target line unit is corresponding is that single frames is handled net result; If satisfy
Figure FSA000005112522000315
Then utilize the normalized crosscorrelation formula to calculate the cross-correlation coefficient NC between low resolution adjacent target line unit and the corresponding standard form thereof once more AdjacentIf, NC Adjacent>=0.97NC, then the resolving power value that optimum matching target line unit is corresponding is that single frames is handled net result, if NC Adjacent<0.97NC, then the resolving power value that low resolution adjacent target line unit is corresponding is single frames processing net result and on display screen, shows;
The tenth step; Repeatedly repeating the 3rd step to the 9th step handles follow-up multiframe resolving power target image respectively; Thereby obtain the single frames resolving power result of respective numbers; If have half and above single frames resolving power result identical, with the net result of this result as three generations's gleam image intensifier resolving power evaluation method; If the single frames resolving power result of multiple image is in a discrete distribution, then the optical modulation degree is asked by the 8th step respectively in the pairing target line of each single frames resolving power result unit And one by one with degree of modulation criterion M cRelatively, optical modulation degree
Figure FSA00000511252200041
Near M cThe pairing resolving power value in target line unit be considered as the net result of said three generations's gleam image intensifier resolving power evaluation method and on display screen, show.
4. three generations's gleam image intensifier resolving power evaluation method according to claim 3 is characterized in that: said resolution threshold value NC DifferentiateValue in 0.5~0.7 scope; Said threshold modulation M cValue at 0.1≤M c≤0.2 scope.
CN 201110150196 2011-06-03 2011-06-03 Resolving power evaluation method for three-generation dim light image intensifier Active CN102353519B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN 201110150196 CN102353519B (en) 2011-06-03 2011-06-03 Resolving power evaluation method for three-generation dim light image intensifier

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN 201110150196 CN102353519B (en) 2011-06-03 2011-06-03 Resolving power evaluation method for three-generation dim light image intensifier

Publications (2)

Publication Number Publication Date
CN102353519A true CN102353519A (en) 2012-02-15
CN102353519B CN102353519B (en) 2013-07-10

Family

ID=45577130

Family Applications (1)

Application Number Title Priority Date Filing Date
CN 201110150196 Active CN102353519B (en) 2011-06-03 2011-06-03 Resolving power evaluation method for three-generation dim light image intensifier

Country Status (1)

Country Link
CN (1) CN102353519B (en)

Cited By (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102798514A (en) * 2012-08-08 2012-11-28 中国科学院长春光学精密机械与物理研究所 Method for detecting imaging resolution of aerial camera in high-altitude environment condition
CN103048605A (en) * 2012-12-22 2013-04-17 三峡电力职业学院 Detecting and screening method for LED (Light Emitting Diode) aging
CN103105286A (en) * 2013-01-24 2013-05-15 中国兵器工业第二〇五研究所 Imaging optoelectronic system spectral response heterogeneity measuring method
CN103268020A (en) * 2013-05-10 2013-08-28 中国人民解放军济南军区72465部队 Holographic diffraction type method and device for detecting low-light level night vision device resolving power
CN103826118A (en) * 2014-03-18 2014-05-28 西安工业大学 Color television imaging system spatial resolution detecting device
CN104065957A (en) * 2014-06-13 2014-09-24 中国科学院西安光学精密机械研究所 Device and method for testing resolving power of camera
CN104296968A (en) * 2014-10-10 2015-01-21 中国科学院长春光学精密机械与物理研究所 Modulation transfer function test method of multichannel CCD
CN104614154A (en) * 2015-02-03 2015-05-13 南京理工大学 Testing device for radiation luminance gain of ultraviolet image intensifier
CN105203458A (en) * 2015-10-23 2015-12-30 无锡溥汇机械科技有限公司 Image processing device of blood analyzer
CN105319052A (en) * 2015-11-30 2016-02-10 武汉光驰科技有限公司 Low-light-level image intensifier characteristic test system
CN105391998A (en) * 2015-12-24 2016-03-09 无锡市星迪仪器有限公司 Automatic detection method and apparatus for resolution of low-light night vision device
CN105929351A (en) * 2016-06-03 2016-09-07 中国电力科学研究院 Test apparatus and test method of sensitivity of ultraviolet imager
CN105973570A (en) * 2016-04-27 2016-09-28 西安应用光学研究所 Low-light ICCD resolution measuring device and measuring method
CN106226037A (en) * 2016-08-20 2016-12-14 南京理工大学 A kind of large aperture gleam image intensifier imagewise uniform system safety testing device
CN107421722A (en) * 2017-07-01 2017-12-01 南京理工大学 Based on CCD camera image intensifier modulation transfer function test method and system
CN107449587A (en) * 2017-08-16 2017-12-08 中国科学院国家天文台 The device and method of inhomogeneities in a kind of test probe pixel
CN107560828A (en) * 2016-07-01 2018-01-09 北京振兴计量测试研究所 A kind of gleam image intensifier signal to noise ratio calibrating installation
CN107884160A (en) * 2017-09-25 2018-04-06 杭州浙大三色仪器有限公司 Virtual image photoelectric measuring instrument
CN107884159A (en) * 2017-09-25 2018-04-06 杭州浙大三色仪器有限公司 virtual image display device photoelectric measuring device
CN108303236A (en) * 2017-01-11 2018-07-20 福建省莆田市中涵机动力有限公司 Laser scanning head installs calibration check system
CN108801594A (en) * 2018-05-24 2018-11-13 中国人民解放军陆军沈阳军事代表局驻长春地区军事代表室 A kind of boundary temperature condition photo electric imaging system image quality quantitative evaluation device
CN108982990A (en) * 2018-05-30 2018-12-11 中国人民解放军陆军工程大学 A kind of image intensifier tester
CN109002823A (en) * 2018-08-09 2018-12-14 歌尔科技有限公司 A kind of induction zone area determination method, device, equipment and readable storage medium storing program for executing
CN106053031B (en) * 2016-06-29 2019-01-04 南京理工大学 A kind of gleam image intensifier single tube resolving power testing device
CN109141829A (en) * 2018-07-23 2019-01-04 北京大恒图像视觉有限公司 A kind of detection method of target line sharpness computation and industrial camera rear cut-off distance
CN109151451A (en) * 2018-05-28 2019-01-04 上海久航电子有限公司 A kind of novel binocular night vision device resolution detection method
TWI669962B (en) * 2018-12-07 2019-08-21 致伸科技股份有限公司 Method for detecting camera module
CN110346120A (en) * 2019-08-05 2019-10-18 北方夜视技术股份有限公司 The test macro and test method of a kind of strong optical resolution of automatic gate image intensifier and dynamic range
CN110657959A (en) * 2019-10-22 2020-01-07 长春军晟科技有限公司 Universal device for detecting performance of photoelectric night vision instrument
CN111610002A (en) * 2020-05-27 2020-09-01 北方夜视技术股份有限公司 Method for measuring cathode close-proximity distance of image intensifier
CN112763189A (en) * 2020-12-24 2021-05-07 松山湖材料实验室 Measuring device for EBCMOS resolution parameter
CN113375908A (en) * 2021-05-26 2021-09-10 北方夜视技术股份有限公司 Dark box system for automatic test of low-light-level image intensifier
CN113432833A (en) * 2021-06-15 2021-09-24 北方夜视技术股份有限公司 Device and method for testing stability of photo-cathode of image intensifier tube after illumination
CN113432839A (en) * 2021-06-09 2021-09-24 北方夜视技术股份有限公司 System and method for comprehensively testing image quality of low-light-level image intensifier
CN113686551A (en) * 2021-08-20 2021-11-23 北方夜视技术股份有限公司 Portable image intensifier resolution measuring device and measuring method
CN113834635A (en) * 2020-06-24 2021-12-24 浙江宇视科技有限公司 Virtual focus testing method, device and equipment for image acquisition and storage medium
CN113873231A (en) * 2021-09-26 2021-12-31 江西盛泰精密光学有限公司 System and method for monitoring baking of camera module
CN114770067A (en) * 2022-06-21 2022-07-22 昆明昆科测控技术有限公司 Equipment suitable for automatic assembly of picture tube and sleeve
CN108801594B (en) * 2018-05-24 2024-04-30 中国人民解放军陆军沈阳军事代表局驻长春地区军事代表室 Quantitative evaluation device for image quality of boundary temperature condition photoelectric imaging system

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02146571A (en) * 1988-11-29 1990-06-05 Fuji Xerox Co Ltd Modulation measuring instrument for optical image
JPH04204342A (en) * 1990-11-30 1992-07-24 Meisho Koki:Kk Device for measuring resolution of binoculars
CN1384345A (en) * 2001-04-28 2002-12-11 慧生科技股份有限公司 Automatic measurement system and method for optical characteristics of optical unit
CN1648630A (en) * 2005-02-04 2005-08-03 沈阳敏像科技有限公司 Optical detecting method and device for mini photographic module
CN101308059A (en) * 2008-07-08 2008-11-19 中国科学院长春光学精密机械与物理研究所 Ultraviolet optics instrument resolution tester
CN101923000A (en) * 2010-07-13 2010-12-22 中国兵器工业第二〇五研究所 Optical measuring device with high reflectivity and high transmissivity

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4204342B2 (en) * 2003-02-07 2009-01-07 株式会社Adeka Flame retardant synthetic resin composition

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02146571A (en) * 1988-11-29 1990-06-05 Fuji Xerox Co Ltd Modulation measuring instrument for optical image
JPH04204342A (en) * 1990-11-30 1992-07-24 Meisho Koki:Kk Device for measuring resolution of binoculars
CN1384345A (en) * 2001-04-28 2002-12-11 慧生科技股份有限公司 Automatic measurement system and method for optical characteristics of optical unit
CN1648630A (en) * 2005-02-04 2005-08-03 沈阳敏像科技有限公司 Optical detecting method and device for mini photographic module
CN101308059A (en) * 2008-07-08 2008-11-19 中国科学院长春光学精密机械与物理研究所 Ultraviolet optics instrument resolution tester
CN101923000A (en) * 2010-07-13 2010-12-22 中国兵器工业第二〇五研究所 Optical measuring device with high reflectivity and high transmissivity

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
刘宇等: "一种新的微光像增强器综合测试系统", 《应用光学》 *
王守为: "宽光谱像增强器分辨力测试技术研究", 《信息科技辑》 *

Cited By (54)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102798514A (en) * 2012-08-08 2012-11-28 中国科学院长春光学精密机械与物理研究所 Method for detecting imaging resolution of aerial camera in high-altitude environment condition
CN103048605A (en) * 2012-12-22 2013-04-17 三峡电力职业学院 Detecting and screening method for LED (Light Emitting Diode) aging
CN103048605B (en) * 2012-12-22 2015-10-14 三峡电力职业学院 The detection screening technique that a kind of LED is aging
CN103105286B (en) * 2013-01-24 2015-09-23 中国兵器工业第二0五研究所 Imaging electric system spectral response nonuniform measurement method
CN103105286A (en) * 2013-01-24 2013-05-15 中国兵器工业第二〇五研究所 Imaging optoelectronic system spectral response heterogeneity measuring method
CN103268020A (en) * 2013-05-10 2013-08-28 中国人民解放军济南军区72465部队 Holographic diffraction type method and device for detecting low-light level night vision device resolving power
CN103268020B (en) * 2013-05-10 2015-11-18 中国人民解放军济南军区72465部队 Hologram diffraction formula low-light level night vision device resolving power inspection method and device
CN103826118A (en) * 2014-03-18 2014-05-28 西安工业大学 Color television imaging system spatial resolution detecting device
CN103826118B (en) * 2014-03-18 2016-02-03 西安工业大学 A kind of color TV imaging system spatial discrimination force checking device
CN104065957A (en) * 2014-06-13 2014-09-24 中国科学院西安光学精密机械研究所 Device and method for testing resolving power of camera
CN104296968A (en) * 2014-10-10 2015-01-21 中国科学院长春光学精密机械与物理研究所 Modulation transfer function test method of multichannel CCD
CN104296968B (en) * 2014-10-10 2016-12-07 中国科学院长春光学精密机械与物理研究所 The modulation transfer function test method of multichannel CCD
CN104614154A (en) * 2015-02-03 2015-05-13 南京理工大学 Testing device for radiation luminance gain of ultraviolet image intensifier
CN105203458A (en) * 2015-10-23 2015-12-30 无锡溥汇机械科技有限公司 Image processing device of blood analyzer
CN105319052A (en) * 2015-11-30 2016-02-10 武汉光驰科技有限公司 Low-light-level image intensifier characteristic test system
CN105391998A (en) * 2015-12-24 2016-03-09 无锡市星迪仪器有限公司 Automatic detection method and apparatus for resolution of low-light night vision device
CN105391998B (en) * 2015-12-24 2017-05-24 无锡市星迪仪器有限公司 Automatic detection method and apparatus for resolution of low-light night vision device
CN105973570A (en) * 2016-04-27 2016-09-28 西安应用光学研究所 Low-light ICCD resolution measuring device and measuring method
CN105929351A (en) * 2016-06-03 2016-09-07 中国电力科学研究院 Test apparatus and test method of sensitivity of ultraviolet imager
CN105929351B (en) * 2016-06-03 2019-06-04 中国电力科学研究院 Test device and the test method of ultraviolet imager sensitivity
CN106053031B (en) * 2016-06-29 2019-01-04 南京理工大学 A kind of gleam image intensifier single tube resolving power testing device
CN107560828A (en) * 2016-07-01 2018-01-09 北京振兴计量测试研究所 A kind of gleam image intensifier signal to noise ratio calibrating installation
CN106226037A (en) * 2016-08-20 2016-12-14 南京理工大学 A kind of large aperture gleam image intensifier imagewise uniform system safety testing device
CN108303236A (en) * 2017-01-11 2018-07-20 福建省莆田市中涵机动力有限公司 Laser scanning head installs calibration check system
CN107421722A (en) * 2017-07-01 2017-12-01 南京理工大学 Based on CCD camera image intensifier modulation transfer function test method and system
CN107449587A (en) * 2017-08-16 2017-12-08 中国科学院国家天文台 The device and method of inhomogeneities in a kind of test probe pixel
CN107884160A (en) * 2017-09-25 2018-04-06 杭州浙大三色仪器有限公司 Virtual image photoelectric measuring instrument
CN107884159A (en) * 2017-09-25 2018-04-06 杭州浙大三色仪器有限公司 virtual image display device photoelectric measuring device
CN108801594A (en) * 2018-05-24 2018-11-13 中国人民解放军陆军沈阳军事代表局驻长春地区军事代表室 A kind of boundary temperature condition photo electric imaging system image quality quantitative evaluation device
CN108801594B (en) * 2018-05-24 2024-04-30 中国人民解放军陆军沈阳军事代表局驻长春地区军事代表室 Quantitative evaluation device for image quality of boundary temperature condition photoelectric imaging system
CN109151451A (en) * 2018-05-28 2019-01-04 上海久航电子有限公司 A kind of novel binocular night vision device resolution detection method
CN108982990A (en) * 2018-05-30 2018-12-11 中国人民解放军陆军工程大学 A kind of image intensifier tester
CN108982990B (en) * 2018-05-30 2020-12-04 中国人民解放军陆军工程大学 Image intensifier tester
CN109141829B (en) * 2018-07-23 2020-10-09 北京大恒图像视觉有限公司 Target line definition calculation and industrial camera rear intercept detection method
CN109141829A (en) * 2018-07-23 2019-01-04 北京大恒图像视觉有限公司 A kind of detection method of target line sharpness computation and industrial camera rear cut-off distance
CN109002823B (en) * 2018-08-09 2020-11-10 歌尔科技有限公司 Region-of-interest determining method, device, equipment and readable storage medium
CN109002823A (en) * 2018-08-09 2018-12-14 歌尔科技有限公司 A kind of induction zone area determination method, device, equipment and readable storage medium storing program for executing
TWI669962B (en) * 2018-12-07 2019-08-21 致伸科技股份有限公司 Method for detecting camera module
CN110346120A (en) * 2019-08-05 2019-10-18 北方夜视技术股份有限公司 The test macro and test method of a kind of strong optical resolution of automatic gate image intensifier and dynamic range
CN110346120B (en) * 2019-08-05 2021-03-09 北方夜视技术股份有限公司 System and method for testing strong light resolution and dynamic range of automatic gate control image intensifier
CN110657959A (en) * 2019-10-22 2020-01-07 长春军晟科技有限公司 Universal device for detecting performance of photoelectric night vision instrument
CN111610002A (en) * 2020-05-27 2020-09-01 北方夜视技术股份有限公司 Method for measuring cathode close-proximity distance of image intensifier
CN111610002B (en) * 2020-05-27 2021-11-05 北方夜视技术股份有限公司 Method for measuring cathode close-proximity distance of image intensifier
CN113834635A (en) * 2020-06-24 2021-12-24 浙江宇视科技有限公司 Virtual focus testing method, device and equipment for image acquisition and storage medium
CN112763189A (en) * 2020-12-24 2021-05-07 松山湖材料实验室 Measuring device for EBCMOS resolution parameter
CN113375908A (en) * 2021-05-26 2021-09-10 北方夜视技术股份有限公司 Dark box system for automatic test of low-light-level image intensifier
CN113432839A (en) * 2021-06-09 2021-09-24 北方夜视技术股份有限公司 System and method for comprehensively testing image quality of low-light-level image intensifier
CN113432839B (en) * 2021-06-09 2022-09-16 北方夜视技术股份有限公司 System and method for comprehensively testing image quality of low-light-level image intensifier
CN113432833A (en) * 2021-06-15 2021-09-24 北方夜视技术股份有限公司 Device and method for testing stability of photo-cathode of image intensifier tube after illumination
CN113432833B (en) * 2021-06-15 2022-09-16 北方夜视技术股份有限公司 Device and method for testing stability of photo-cathode of image intensifier tube after illumination
CN113686551A (en) * 2021-08-20 2021-11-23 北方夜视技术股份有限公司 Portable image intensifier resolution measuring device and measuring method
CN113873231A (en) * 2021-09-26 2021-12-31 江西盛泰精密光学有限公司 System and method for monitoring baking of camera module
CN114770067A (en) * 2022-06-21 2022-07-22 昆明昆科测控技术有限公司 Equipment suitable for automatic assembly of picture tube and sleeve
CN114770067B (en) * 2022-06-21 2022-09-02 昆明昆科测控技术有限公司 Equipment suitable for picture tube and sleeve automatic assembly

Also Published As

Publication number Publication date
CN102353519B (en) 2013-07-10

Similar Documents

Publication Publication Date Title
CN102353519B (en) Resolving power evaluation method for three-generation dim light image intensifier
CN106896069B (en) A kind of spectrum reconstruction method based on color digital camera single width RGB image
CN104634449B (en) Low-light ICCD signal-to-noise test system and method for testing
CN105547342B (en) Industrial lens test device and method based on liquid crystal panel
CN106596073A (en) Method and system for detecting image quality of optical system, and testing target plate
CN110324611B (en) Camera module detection system and detection method
WO2017040669A1 (en) Pattern detection at low signal-to-noise ratio
CN107403177A (en) Brightness measurement method based on industrial camera
CN109856146A (en) A kind of dynamic surface defect Systems for optical inspection and method
CN110958450A (en) Imaging system space testing device and contrast and frequency testing method
CN109859155A (en) Image distortion detection method and system
Ismail et al. Development of a webcam based lux meter
CN102456142A (en) Analysis method for smoke blackness based on computer vision
CN104980734B (en) A kind of application method of the device of detection image sensor performance
CN106706643B (en) A kind of liver cancer comparison slice detection method
CN109767425A (en) Machine vision light source uniformity assesses device and method
CN107025891B (en) A kind of display module defect fast repairing method and system
Koshti Assessing visual and system flaw detectability in nondestructive evaluation
CN108200425B (en) A kind of multi-direction biography letter detection system and method based on TDI linear array detector
CN207600954U (en) A kind of portable colour comparison detection apparatus
CN109709460A (en) A kind of blind type ultraviolet imagery system Photoncounting methods
CN102998026A (en) Automatic detection device for liquid glass thermometers
CN106500577A (en) A kind of clinac vane grating method for detecting position
CN109632269A (en) Method based on image grayscale infomation detection diffractive-optical element performance
CN111479097B (en) Scattering lens imaging system based on deep learning

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