CN109510948A - Exposure adjustment method, device, computer equipment and storage medium - Google Patents

Exposure adjustment method, device, computer equipment and storage medium Download PDF

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Publication number
CN109510948A
CN109510948A CN201811160167.9A CN201811160167A CN109510948A CN 109510948 A CN109510948 A CN 109510948A CN 201811160167 A CN201811160167 A CN 201811160167A CN 109510948 A CN109510948 A CN 109510948A
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pixel
region
image
gray value
dimensional information
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CN109510948B (en
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黄磊杰
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Shining 3D Technology Co Ltd
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Shining 3D Technology Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/70Circuitry for compensating brightness variation in the scene
    • H04N23/74Circuitry for compensating brightness variation in the scene by influencing the scene brightness using illuminating means
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures
    • G01B11/25Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures by projecting a pattern, e.g. one or more lines, moiré fringes on the object
    • G01B11/2518Projection by scanning of the object
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/70Circuitry for compensating brightness variation in the scene
    • H04N23/71Circuitry for evaluating the brightness variation

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Length Measuring Devices By Optical Means (AREA)
  • Image Processing (AREA)

Abstract

This application involves a kind of exposure adjustment method, device, computer equipment and storage mediums.The described method includes: obtaining plan scan image;According to the plan scan image, the three-dimensional information of each pixel is calculated;According to the transformation relation and standard light field of the plan scan image, the three-dimensional information of each pixel, camera coordinates system and projector's coordinate system, exposure compensating parameter is obtained;Adjustment is exposed according to the exposure compensating parameter.Exposure parameter can be adjusted in real time, the signal-to-noise ratio of collected picture is improved according to the surface color of the object of Current Scan and the variation of material.It is further to promote the quality for rebuilding 3-D image.

Description

Exposure adjustment method, device, computer equipment and storage medium
Technical field
This application involves 3-D scanning technical fields, more particularly to a kind of exposure adjustment method, device, computer equipment And storage medium.
Background technique
3-D scanning, which refers to, integrates light, mechanical, electrical and computer technology new and high technology, is mainly used for acquiring and analyze The geometrical construction and appearance data of object or environment, and collected data are subjected to three-dimensional reconstruction, obtain scanned object Three-dimensional digital model.
3-D scanning scheme based on active vision usually requires to project some coding patterns in body surface, passes through camera Under acquisition one or multiple different perspectivess, by the modulated coding pattern of body surface.Utilize the coding in these patterns Information finds corresponding points, and then calculates the three-dimensional data of body surface.During the step, color of object surface material Matter is constantly changing, if camera or the setting of the exposure parameter of projector unreasonable will lead to the collected picture of camera Signal-to-noise ratio decline, can not correctly resolve encoded information, lead to reconstruction failure.
Summary of the invention
Based on this, it is necessary in view of the above technical problems, provide a kind of exposure that can accurately calculate projector's exposure parameter Light method of adjustment, device, computer equipment and storage medium.
A kind of exposure adjustment method, which comprises obtain plan scan image;According to the plan scan image, Calculate the three-dimensional information of each pixel;According to the plan scan image, the three-dimensional information of each pixel, camera coordinates system With the transformation relation and standard light field of projector coordinate system, exposure compensating parameter is obtained;According to the exposure compensating parameter into Row exposure adjustment.
In one of the embodiments, before the acquisition plan scan image, further includes: obtain projection code light and marked Determine the modulated uncalibrated image of part;It obtains and is demarcated after the three-dimensional information of each pixel of uncalibrated image and modulation after the modulation The gray value of each pixel of image;According to being demarcated after the three-dimensional information of each pixel of uncalibrated image, modulation after the modulation The gray value of each pixel of image and the transformation relation of camera coordinates system and projector's coordinate system, obtain standard light field.
It is described according to the plan scan image in one of the embodiments, calculate the three-dimensional information of each pixel It include: the region of interest area image extracted in the plan scan image;According to the region of interest area image, calculate interested The three-dimensional information of each pixel of area image.
In one of the embodiments, the region of interest area image extracted in the plan scan image include: by Judgement of the pixel of each pixel preset quantity adjacent with its periphery respectively as current pixel in the plan scan image Region;Calculate the aromatic entropy in all judgement regions;The aromatic entropy in all judgement regions is compared with aromatic entropy is preset;If sentencing The aromatic entropy in disconnected region, which is greater than, presets aromatic entropy, then accordingly judges pixel corresponding to region for area-of-interest image pixel.
It is described according to the region of interest area image in one of the embodiments, calculate each picture of region of interest area image The three-dimensional information of vegetarian refreshments includes: to calculate the pixel three-dimensional information that measurement obtains according to the region of interest area image;To described Obtained pixel three-dimensional information is measured by interpolation method, obtains the three-dimensional information of each pixel of region of interest area image.
It is described according to the plan scan image, the three-dimensional information of each pixel, camera in one of the embodiments, The transformation relation and standard light field of coordinate system and projector's coordinate system, obtaining exposure compensating parameter includes: acquisition region of interest The gray value of each pixel of area image;According to gray value, the region of interest area image of each pixel of region of interest area image The three-dimensional information and camera coordinates system of each pixel and the transformation relation of projector's coordinate system, it is each to calculate region of interest area image The gray value of pixel and the corresponding relationship of each pixel of projector;According to the gray value of each pixel of region of interest area image with And the corresponding relationship of the gray value of each pixel of region of interest area image and each pixel of projector, region of interest area image is each The gray value of pixel is compared with the gray value of standard light field respective pixel point, obtains exposure compensating parameter.
The gray value by each pixel of region of interest area image is corresponding to standard light field in one of the embodiments, The gray value of pixel is compared, if obtaining the ash that exposure compensating parameter includes: each pixel of region of interest area image Angle value is less than the gray value of standard light field respective pixel point, then exposure compensating parameter is to increase the projection of projector's respective pixel point Brightness;If the gray value of each pixel of region of interest area image is greater than the gray value of standard light field respective pixel point, expose Light compensating parameter is the projection brightness for reducing projector's respective pixel point.
A kind of exposure adjusting device, described device includes: acquisition module, for obtaining plan scan image;Three-dimensional information Computing module, for calculating the three-dimensional information of each pixel according to the plan scan image;Exposure compensating parameter calculates mould Block, for the change according to the plan scan image, the three-dimensional information of each pixel, camera coordinates system and projector's coordinate system Relationship and standard light field are changed, exposure compensating parameter is obtained;Module is adjusted, for being exposed according to the exposure compensating parameter Adjustment.
A kind of computer equipment, including memory and processor, the memory are stored with computer program, the processing The step of device realizes any of the above-described kind of the method when executing the computer program.
A kind of computer readable storage medium is stored thereon with computer program, and the computer program is by processor The step of method described in realizing any of the above-described kind when execution.
Above-mentioned exposure adjustment method, device, computer equipment and storage medium, first acquisition plan scan image, calculate The three-dimensional information of each pixel in plan scan image, according to the three of pixel each in plan scan image, flat image Information, the transformation relation and standard light field of camera coordinates system and projector's coordinate system are tieed up, exposure compensating parameter, last root are obtained Adjustment is exposed according to the exposure compensating parameter being calculated.By obtaining current scan image, and by current scanning figure As being compared with the light field of current environment, exposure compensating parameter is obtained, so as to adjust conditions of exposure.It can be according to Current Scan Object surface color and material variation, adjust exposure parameter in real time, improve the signal-to-noise ratio of collected picture.Into one The quality of 3-D image is rebuild in the promotion of step.
Detailed description of the invention
Fig. 1 is the flow diagram of exposure adjustment method in one embodiment;
Fig. 2 is the flow diagram that the method for standard light field is obtained in one embodiment;
Fig. 3 is the flow diagram that the method for region of interest area image is extracted in one embodiment;
Fig. 4 is the flow diagram that the method for exposure parameter is obtained in one embodiment;
Fig. 5 is the structural block diagram of exposure adjusting device in one embodiment;
Fig. 6 is the internal structure chart of computer equipment in one embodiment.
Appended drawing reference: module 100, three-dimensional information computing module 200, exposure compensating parameter calculating module 300, adjustment are obtained Module 400.
Specific embodiment
It is with reference to the accompanying drawings and embodiments, right in order to which the objects, technical solutions and advantages of the application are more clearly understood The application is further elaborated.It should be appreciated that specific embodiment described herein is only used to explain the application, not For limiting the application.
3-D scanning technology is a kind of advanced full-automatic high precision stereoscan technology, by measuring space object surface The D coordinates value of point, obtains the point cloud information of body surface, and be converted into the threedimensional model that computer can be handled directly, again Referred to as " outdoor scene reproduction technology ".Subject image to be scanned is obtained in spatial digitizer, when object in the subject image to be scanned of acquisition When body color contrast is excessively high or the reverse curvature discrimination of material is excessively high, a set of exposure parameter can not meet all simultaneously Scanning area can thus make the subject image to be scanned obtained only have partial data to be reconstructed, remaining region can not be rebuild.Example Such as: if white area accounts for major part in subject image to be scanned, the tendency that system judges overexposure always increases, from And the exposure of camera and projection is turned down, this will lead to the lesser black region of accounting in this panel region and can not be reconstructed always.It is existing Having technology is usually to adjust camera exposure to realize, is not relative to object to be scanned in hand-held spatial digitizer in scanning What offset moved, in this process if camera exposure overlong time will lead to acquired image and generate smear, make to scan object Body is geometrically distorted.Therefore the embodiment of the invention provides a kind of projection by adjusting projector's respective pixel point is bright Degree reaches the method for adjustment respective pixel point depth of exposure, adjusts exposure parameter in real time according to subject image to be scanned, further Promotion rebuild 3-D image quality.
In one embodiment, as shown in Figure 1, providing a kind of exposure adjustment method, comprising the following steps:
Step S102 obtains plan scan image.
Specifically, before hand-held spatial digitizer scans object acquisition plan scan image to be scanned, camera is first obtained Coordinate conversion relation and standard light field between coordinate and projector.Wherein, it is every to refer to that light passes through in each direction for light field The light quantity of one point.Light quantity refers to the summation for the light that light source is issued within certain period.When get camera coordinates and projection After coordinate conversion relation and standard light field between machine, user holds spatial digitizer, obtains from different angles respectively Take the flat image of object to be scanned.Wherein, holding spatial digitizer tool, there are two the binocular measuring systems of camera.Binocular measurement System calculates the depth information of object to be scanned using Binocular Vision Principle, specifically, with two identical cameras to same The never same position imaging of the object to be scanned of angle, obtains the image pair that two cameras are got, by the picture in two images Vegetarian refreshments is matched, and the depth information of object to be scanned to hand held scanner is finally calculated using triangulation method.
Step S104 calculates the three-dimensional information of each pixel according to plan scan image.
Specifically, the plan scan image got according to hand-held spatial digitizer calculates the three-dimensional letter of each pixel Breath.Wherein, three-dimensional information is the three-dimensional coordinate information of each point, including X axis coordinate, Y axis coordinate and Z axis coordinate.Z axis coordinate For the distance of respective pixel point to hand held scanner.More specifically, in order to reduce data volume, accelerate arithmetic speed, extract first Region of interest area image in plan scan image, image of interest are the image of object to be scanned, and remaining image is Background Picture, that is, first eliminate the background in plan scan image.Further according to region of interest area image, it is each to calculate region of interest area image The three-dimensional information of pixel.Ignore the three-dimensional information of background area, can significantly reduce data volume.More specifically, it calculates The three-dimensional information of each pixel of region of interest area image calculates the pixel that measurement obtains first according to region of interest area image Three-dimensional information passes through interpolation method to the pixel three-dimensional information that measurement obtains, obtains the three of each pixel of region of interest area image Tie up information.Due under unsuitable exposure, data can have certain missing, and three-dimensional information and with area-of-interest figure As be not it is one-to-one, so needing to go out one and region of interest area image one-to-one three using available data interpolation Tie up information.Preferably, the mode that the present embodiment can use fitting obtains the three-dimensional information of each pixel of region of interest area image. Common fitting scheme has cubic surface fitting or gridFit interpolation method etc..
Step S106, according to plan scan image, the three-dimensional information of each pixel, camera coordinates system and projector's coordinate The transformation relation and standard light field of system, obtain exposure compensating parameter.
Specifically, the gray value for obtaining each pixel of plan scan image, according to each of obtained plan scan image The gray value of pixel, the three-dimensional information of each pixel of plan scan image and camera coordinates system and projector's coordinate system The corresponding relationship between each pixel of gray value and projector of each pixel of plan scan image is calculated in transformation relation; According to the gray value of the gray value of each pixel of plan scan image and each pixel of plan scan image and each picture of projector Corresponding relationship between vegetarian refreshments, by the gray value of the gray value of each pixel of plan scan image and standard light field respective pixel point It is compared, obtains each pixel exposure compensating parameter of plan scan image.Finally exposed according to each pixel of plan scan image Light compensating parameter is exposed adjustment.In order to reduce data volume in above-mentioned steps, the background in plan scan image is carried out It eliminates, has obtained region of interest area image.According to image of interest, each pixel exposure compensating of region of interest area image is obtained Parameter specifically: obtain the gray value of each pixel of region of interest area image;According to the ash of each pixel of region of interest area image The transformation relation of angle value, the three-dimensional information of each pixel of region of interest area image and camera coordinates system and projector's coordinate system, Calculate the gray value of each pixel of region of interest area image and the corresponding relationship of each pixel of projector;According to area-of-interest figure It, will as the gray value of each pixel of gray value and area-of-interest of each pixel and the corresponding relationship of each pixel of projector The gray value of each pixel of region of interest area image is compared with the gray value of standard light field respective pixel point, is obtained interested The exposure compensating parameter of each pixel of area image.
Step S108 is exposed adjustment according to exposure compensating parameter.
Specifically, according to each pixel exposure compensating parameter of obtained plan scan image, projector's respective pixel is adjusted The projection brightness of point, and then accurately adjust the exposure of projection.In order to reduce data volume in above-mentioned steps, to plan scan image In background eliminated, the exposure compensating parameter of each pixel of region of interest area image is obtained, according to region of interest area image The projection brightness of exposure compensating parameter adjustment projector's respective pixel point of each pixel, and then accurately adjust the exposure of projection.
Above-mentioned exposure adjustment method obtains plan scan image first, each pixel in Calculation Plane scan image Three-dimensional information is sat according to the three-dimensional information of pixel each in plan scan image, flat image, camera coordinates system and projector The transformation relation and standard light field for marking system, obtain exposure compensating parameter, it is last according to the exposure compensating parameter being calculated into Row exposure adjustment.By obtaining current scan image, and current scan image is compared with the light field of current environment, Exposure compensating parameter is obtained, so as to adjust conditions of exposure.The exposure of each pixel on each frame projection image can accurately be adjusted Light.The gray scale in each region is fallen in reasonable range on the original image for obtaining camera, guarantees the weight under complex environment It builds to obtain the guaranteed monolithic data of quality, carries out scanning complete stream freely.
In one embodiment, as shown in Fig. 2, providing a kind of method of acquisition standard light field, comprising the following steps:
Step S202 obtains projection code light and is calibrated the modulated uncalibrated image of part.
Specifically, calibration element be one with reference to made of material with the plate of reference color, wherein can be with reference to material For any material, only need that plate can be made.Reference color can be random color, that is, plate can be any Plate made of color material.By projector to calibration element projection code light, encoded light is formed by image and is referenced material The manufactured plate modulation with reference color, obtains modulated uncalibrated image.
Step S204, obtain modulation after each pixel of uncalibrated image three-dimensional information and modulation after uncalibrated image it is each The gray value of pixel.
Specifically, holding spatial digitizer tool, there are two the binocular measuring systems of camera.Binocular measuring system utilizes binocular Visual theory calculates the three-dimensional information of object to be scanned.The image data and biocular systems collected by left camera resolves To three-dimensional information.According to the gray value of the available each pixel of uncalibrated image after the modulation got.
Step S206, according to each picture of uncalibrated image after the three-dimensional information of each pixel of uncalibrated image after modulation, modulation The gray value and camera coordinates system of vegetarian refreshments and the transformation relation of projector's coordinate system, obtain standard light field.
Specifically, calibration element is repeatedly placed in multiple depth planes of hand-held spatial digitizer, obtains different depth phase Uncalibrated image after should modulating calculates the three-dimensional information of each pixel of respective depth and the gray scale of each pixel of respective depth Value.Current environment is obtained according to the gray value of the three-dimensional information of each pixel of each depth and each pixel of each depth Under the changing rule of direction and energy in space of each pixel light in space.It is finally each according to each depth The three-dimensional information of pixel, the gray value of each pixel of each depth, each pixel light direction in space, energy exist The transformation relation of changing rule and camera coordinates system and projector's coordinate system in space, obtains standard light field.
The method of above-mentioned acquisition standard light field is calibrated the modulated calibration maps of part by the acquisition of real-time different depth Picture, after being modulated after the three-dimensional information of each pixel of uncalibrated image and modulation each pixel of uncalibrated image gray scale Value, finally obtains standard light field.According to standard light field, it can accurately determine each pixel exposure compensating parameter, reach more preferable Compensation effect, it is further to promote the quality for rebuilding 3-D image.
In one embodiment, as shown in figure 3, providing a kind of method for extracting region of interest area image, including it is following Step:
Step S302, using pixel each in plan scan image respectively the preset quantity adjacent with its periphery pixel as The judgement region of current pixel.
Specifically, all pixels point in plan scan image is chosen, and will wherein each pixel and own circumference Pixel in preset range neighborhood, which is used as, judges region.Wherein preset range is modified according to the actual situation.More specifically, will The pixel of each pixel of plan scan image preset quantity adjacent with periphery respectively is sentenced as the area-of-interest of current pixel Disconnected region.
Step S304 calculates the aromatic entropy in all judgement regions.
Specifically, aromatic entropy is properly termed as comentropy again, for the amount quantified to information.Calculation Plane scan image In the aromatic entropy in region is judged corresponding to each pixel.
The aromatic entropy in all judgement regions is compared by step S306 with aromatic entropy is preset.
Specifically, judge the aromatic entropy in region according to corresponding to each pixel being calculated, then by its with it is default Aromatic entropy compares.To which whether each pixel in Judge plane scan image belongs to area-of-interest.
Step S308 accordingly judges pixel corresponding to region if judging that the aromatic entropy in region is greater than presets aromatic entropy For area-of-interest image pixel.
Specifically, if judging, the aromatic entropy in region is less than or equal to preset aromatic entropy, accordingly judges picture corresponding to region Element is background area pixels.By will judge the aromatic entropy in region and pre- corresponding to each pixel in plan scan image If aromatic entropy is compared, to remove background area, the image of area-of-interest is obtained.
When being scanned using hand-held spatial digitizer, there can be background area in scanning process.So in scanning It needs to identify background area in the process, background area is avoided to participate in calculating.The side of said extracted region of interest area image Method judges the aromatic entropy in region by calculating, then compared with aromatic entropy is preset by judging region for the setting of each pixel Compared with to remove background area.Aromatic entropy is used to judge the value of an area information amount, has projected the region of encoded light due to compiling The presence of code, there is higher aromatic entropy in its image, therefore will judge that the aromatic entropy in region is greater than and preset corresponding to aromatic entropy Pixel is as area-of-interest pixel.For example, the pixel of periphery 1, No. 2 pixels, 3 will be chosen centered on No. 5 pixels Number pixel, No. 4 pixels, No. 6 pixels, No. 7 pixels, No. 8 pixels and No. 9 pixels are as No. 5 pixels Judge region, calculating currently judges the aromatic entropy in region, and currently will judge that the aromatic entropy in region compares with aromatic entropy is preset Compared with, when judge the aromatic entropy in region be greater than preset aromatic entropy, then using No. 5 pixels as area-of-interest image pixel;When judging area The aromatic entropy in domain is less than or equal to preset aromatic entropy, then using No. 5 pixels as background area image pixel.By calculating aromatic entropy, energy Enough more accurate determination area-of-interests, improve the operation efficiency of exposure adjustment.
In one embodiment, as shown in figure 4, providing a kind of method for obtaining exposure parameter, comprising the following steps:
Step S402 obtains the gray value of each pixel of region of interest area image.
Specifically, region of interest area image is respectively mapped to camera plane and projector's plane.Obtain camera acquisition The gray value of the region of interest area image pixel arrived.
Step S404, according to the gray value of each pixel of region of interest area image, region of interest area image each pixel The transformation relation of three-dimensional information and camera coordinates system and projector's coordinate system calculates the ash of each pixel of region of interest area image The corresponding relationship of angle value and each pixel of projector.
Specifically, the gray value of each pixel of region of interest area image passes through the change of camera coordinates system and projector's coordinate system Relationship is changed, the gray value of each pixel of region of interest area image and the corresponding relationship of each pixel of projector are obtained.
Step S406, according to the gray value of each pixel of region of interest area image and each pixel of region of interest area image Gray value and each pixel of projector corresponding relationship, by the gray value of each pixel of region of interest area image and standard light field The gray value of respective pixel point is compared, and obtains exposure compensating parameter.
Specifically, if the gray value of each pixel of region of interest area image is less than the gray scale of standard light field respective pixel point Value, then exposure compensating parameter is the projection brightness for increasing projector's respective pixel point;If each pixel of region of interest area image Gray value is greater than the gray value of standard light field respective pixel point, then exposure compensating parameter is to reduce the throwing of projector's respective pixel point Shadow brightness.
The method of above-mentioned acquisition exposure parameter is corresponding with standard light field by the gray value of each pixel of region of interest area image The gray value of pixel is compared, and is adjusted the projection brightness of projector's respective pixel point, is further adjusted each pixel Conditions of exposure promotes the quality for rebuilding 3-D image.
It should be understood that although each step in the flow chart of Fig. 1-4 is successively shown according to the instruction of arrow, These steps are not that the inevitable sequence according to arrow instruction successively executes.Unless expressly stating otherwise herein, these steps Execution there is no stringent sequences to limit, these steps can execute in other order.Moreover, at least one in Fig. 1-4 Part steps may include that perhaps these sub-steps of multiple stages or stage are not necessarily in synchronization to multiple sub-steps Completion is executed, but can be executed at different times, the execution sequence in these sub-steps or stage is also not necessarily successively It carries out, but can be at least part of the sub-step or stage of other steps or other steps in turn or alternately It executes.
In one embodiment, as shown in figure 5, providing a kind of exposure adjusting device, comprising: obtain module 100, three-dimensional Information computational module 200, exposure compensating parameter calculating module 300 and adjustment module 400, in which:
Module 100 is obtained, for obtaining plan scan image.
Three-dimensional information computing module 200, for calculating the three-dimensional information of each pixel according to plan scan image.
Exposure compensating parameter calculating module 300, for according to plan scan image, the three-dimensional information of each pixel, phase The transformation relation and standard light field of machine coordinate system and projector's coordinate system, obtain exposure compensating parameter.
Module 400 is adjusted, for being exposed adjustment according to exposure compensating parameter.
A kind of exposure adjusting device further include: standard light field computing module, for obtaining standard light field.
Standard light field computing module includes: uncalibrated image acquiring unit, the first gray value computing unit and standard light field Computing unit.
Uncalibrated image acquiring unit is calibrated the modulated uncalibrated image of part for obtaining projection code light.
First gray value computing unit, for obtain modulation after each pixel of uncalibrated image three-dimensional information and modulation The gray value of each pixel of uncalibrated image afterwards.
Standard light field computing unit, for according to being marked after the three-dimensional information of each pixel of uncalibrated image after modulation, modulation Determine the gray value of each pixel of image and the transformation relation of camera coordinates system and projector's coordinate system, obtains standard light field.
Three-dimensional information computing module further include: area-of-interest image extraction unit and three-dimensional information computing unit.
Area-of-interest image extraction unit, for extracting the region of interest area image in plan scan image.
Three-dimensional information computing unit, for calculating each pixel of region of interest area image according to region of interest area image Three-dimensional information.
Area-of-interest image extraction unit further include: judge that region obtains subelement, aromatic entropy computation subunit, aromatic Entropy comparing subunit and area-of-interest image pixel extract subelement.
Judge that region obtains subelement, for pixel each in plan scan image is adjacent with its periphery default respectively Judgement region of the pixel of quantity as current pixel.
Aromatic entropy computation subunit, for calculating the aromatic entropy in all judgement regions.
Aromatic entropy comparing subunit, for the aromatic entropy in all judgement regions to be compared with aromatic entropy is preset.
Area-of-interest image pixel extracts subelement, if presetting aromatic entropy for judging that the aromatic entropy in region is greater than, Accordingly judge pixel corresponding to region for area-of-interest image pixel.
Three-dimensional information computing unit further include: three-dimensional information computation subunit and interpolation subelement.
Three-dimensional information computation subunit, for calculating the pixel three-dimensional letter that measurement obtains according to region of interest area image Breath.
Interpolation subelement, the pixel three-dimensional information for obtaining to measurement obtain area-of-interest figure by interpolation method As the three-dimensional information of each pixel.
Exposure compensating parameter calculating module further include: the second gray value computing unit, corresponding relationship computing unit and exposure Light compensation parameter calculation unit.
Second gray value computing unit, for obtaining the gray value of each pixel of region of interest area image.
Corresponding relationship computing unit, for gray value, the area-of-interest figure according to each pixel of region of interest area image As the three-dimensional information and camera coordinates system of each pixel and the transformation relation of projector's coordinate system, region of interest area image is calculated The gray value of each pixel and the corresponding relationship of each pixel of projector.
Exposure compensating parameter calculation unit, for according to the gray value of each pixel of region of interest area image and interested The gray value of each pixel of area image and the corresponding relationship of each pixel of projector, by each pixel of region of interest area image Gray value is compared with the gray value of standard light field respective pixel point, obtains exposure compensating parameter.
Exposure compensating parameter calculation unit, if the gray value for being also used to each pixel of region of interest area image is less than standard light The gray value of field respective pixel point, then exposure compensating parameter is the projection brightness for increasing projector's respective pixel point;If interested The gray value of each pixel of area image is greater than the gray value of standard light field respective pixel point, then exposure compensating parameter is to reduce to throw The projection brightness of shadow machine respective pixel point.
Specific about exposure adjusting device limits the restriction that may refer to above for exposure adjustment method, herein not It repeats again.Modules in above-mentioned exposure adjusting device can be realized fully or partially through software, hardware and combinations thereof.On Stating each module can be embedded in the form of hardware or independently of in the processor in computer equipment, can also store in a software form In memory in computer equipment, the corresponding operation of the above modules is executed in order to which processor calls.
In one embodiment, a kind of computer equipment is provided, which can be terminal, internal structure Figure can be as shown in Figure 6.The computer equipment includes processor, the memory, network interface, display connected by system bus Screen and input unit.Wherein, the processor of the computer equipment is for providing calculating and control ability.The computer equipment is deposited Reservoir includes non-volatile memory medium, built-in storage.The non-volatile memory medium is stored with operating system and computer journey Sequence.The built-in storage provides environment for the operation of operating system and computer program in non-volatile memory medium.The calculating The network interface of machine equipment is used to communicate with external terminal by network connection.When the computer program is executed by processor with Realize a kind of exposure adjustment method.The display screen of the computer equipment can be liquid crystal display or electric ink display screen, The input unit of the computer equipment can be the touch layer covered on display screen, be also possible to be arranged on computer equipment shell Key, trace ball or Trackpad, can also be external keyboard, Trackpad or mouse etc..
It will be understood by those skilled in the art that structure shown in Fig. 6, only part relevant to application scheme is tied The block diagram of structure does not constitute the restriction for the computer equipment being applied thereon to application scheme, specific computer equipment It may include perhaps combining certain components or with different component layouts than more or fewer components as shown in the figure.
In one embodiment, a kind of computer equipment, including memory and processor are provided, is stored in memory Computer program, the processor perform the steps of when executing computer program
Obtain plan scan image.According to plan scan image, the three-dimensional information of each pixel is calculated.It is swept according to plane The transformation relation and standard light field of tracing picture, the three-dimensional information of each pixel, camera coordinates system and projector's coordinate system, obtain To exposure compensating parameter.Adjustment is exposed according to exposure compensating parameter.
In one embodiment, it is also performed the steps of when processor executes computer program
It obtains projection code light and is calibrated the modulated uncalibrated image of part.Obtain each pixel of uncalibrated image after modulating The gray value of each pixel of uncalibrated image after three-dimensional information and modulation.According to the three of each pixel of uncalibrated image after modulation The transformation of the gray value and camera coordinates system and projector's coordinate system of each pixel of uncalibrated image is closed after dimension information, modulation System, obtains standard light field.
In one embodiment, it is also performed the steps of when processor executes computer program
Using the pixel of pixel each in the plan scan image preset quantity adjacent with its periphery respectively as current pixel Judgement region.Calculate the aromatic entropy in all judgement regions.The aromatic entropy in all judgement regions is compared with aromatic entropy is preset Compared with.If judging that the aromatic entropy in region is greater than presets aromatic entropy, accordingly judge pixel corresponding to region for area-of-interest figure As pixel.
In one embodiment, it is also performed the steps of when processor executes computer program
Obtain the gray value of each pixel of region of interest area image.According to the gray scale of each pixel of region of interest area image The transformation relation of value, the three-dimensional information of each pixel of region of interest area image and camera coordinates system and projector's coordinate system, meter Calculate the gray value of each pixel of region of interest area image and the corresponding relationship of each pixel of projector.According to region of interest area image The corresponding relationship of the gray value of each pixel and the gray value of each pixel of region of interest area image and each pixel of projector, The gray value of each pixel of region of interest area image is compared with the gray value of standard light field respective pixel point, is exposed Compensating parameter.
In one embodiment, a kind of computer readable storage medium is provided, computer program is stored thereon with, is calculated Machine program performs the steps of when being executed by processor
Obtain plan scan image.According to plan scan image, the three-dimensional information of each pixel is calculated.It is swept according to plane The transformation relation and standard light field of tracing picture, the three-dimensional information of each pixel, camera coordinates system and projector's coordinate system, obtain To exposure compensating parameter.Adjustment is exposed according to exposure compensating parameter.
In one embodiment, it is also performed the steps of when computer program is executed by processor
It obtains projection code light and is calibrated the modulated uncalibrated image of part.Obtain each pixel of uncalibrated image after modulating The gray value of each pixel of uncalibrated image after three-dimensional information and modulation.According to the three of each pixel of uncalibrated image after modulation The transformation of the gray value and camera coordinates system and projector's coordinate system of each pixel of uncalibrated image is closed after dimension information, modulation System, obtains standard light field.
In one embodiment, it is also performed the steps of when computer program is executed by processor
Using the pixel of pixel each in the plan scan image preset quantity adjacent with its periphery respectively as current pixel Judgement region.Calculate the aromatic entropy in all judgement regions.The aromatic entropy in all judgement regions is compared with aromatic entropy is preset Compared with.If judging that the aromatic entropy in region is greater than presets aromatic entropy, accordingly judge pixel corresponding to region for area-of-interest figure As pixel.
In one embodiment, it is also performed the steps of when computer program is executed by processor
Obtain the gray value of each pixel of region of interest area image.According to the gray scale of each pixel of region of interest area image The transformation relation of value, the three-dimensional information of each pixel of region of interest area image and camera coordinates system and projector's coordinate system, meter Calculate the gray value of each pixel of region of interest area image and the corresponding relationship of each pixel of projector.According to region of interest area image The corresponding relationship of the gray value of each pixel and the gray value of each pixel of region of interest area image and each pixel of projector, The gray value of each pixel of region of interest area image is compared with the gray value of standard light field respective pixel point, is exposed Compensating parameter.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the computer program can be stored in a non-volatile computer In read/write memory medium, the computer program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, To any reference of memory, storage, database or other media used in each embodiment provided herein, Including non-volatile and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM (PROM), electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include Random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms, Such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhancing Type SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
Each technical characteristic of above embodiments can be combined arbitrarily, for simplicity of description, not to above-described embodiment In each technical characteristic it is all possible combination be all described, as long as however, the combination of these technical characteristics be not present lance Shield all should be considered as described in this specification.
The several embodiments of the application above described embodiment only expresses, the description thereof is more specific and detailed, but simultaneously It cannot therefore be construed as limiting the scope of the patent.It should be pointed out that coming for those of ordinary skill in the art It says, without departing from the concept of this application, various modifications and improvements can be made, these belong to the protection of the application Range.Therefore, the scope of protection shall be subject to the appended claims for the application patent.

Claims (10)

1. a kind of exposure adjustment method, which is characterized in that the described method includes:
Obtain plan scan image;
According to the plan scan image, the three-dimensional information of each pixel is calculated;
According to the plan scan image, the transformation of the three-dimensional information of each pixel, camera coordinates system and projector's coordinate system Relationship and standard light field, obtain exposure compensating parameter;
Adjustment is exposed according to the exposure compensating parameter.
2. the method according to claim 1, wherein before the acquisition plan scan image, further includes:
It obtains projection code light and is calibrated the modulated uncalibrated image of part;
Obtain each pixel of uncalibrated image after the three-dimensional information of each pixel of uncalibrated image after the modulation and modulation Gray value;
According to the gray scale of each pixel of uncalibrated image after the three-dimensional information of each pixel of uncalibrated image, modulation after the modulation The transformation relation of value and camera coordinates system and projector's coordinate system, obtains standard light field.
3. according to the method described in claim 2, calculating each picture it is characterized in that, described according to the plan scan image The three-dimensional information of vegetarian refreshments includes:
Extract the region of interest area image in the plan scan image;
According to the region of interest area image, the three-dimensional information of each pixel of region of interest area image is calculated.
4. according to the method described in claim 3, it is characterized in that, the region of interest extracted in the plan scan image Area image includes:
Using the pixel of pixel each in the plan scan image preset quantity adjacent with its periphery respectively as current pixel Judgement region;
Calculate the aromatic entropy in all judgement regions;
The aromatic entropy in all judgement regions is compared with aromatic entropy is preset;
If judging that the aromatic entropy in region is greater than presets aromatic entropy, accordingly judge pixel corresponding to region for area-of-interest figure As pixel.
5. according to the method described in claim 3, calculating sense is emerging it is characterized in that, described according to the region of interest area image The three-dimensional information of interesting each pixel of area image includes:
According to the region of interest area image, the pixel three-dimensional information that measurement obtains is calculated;
To the obtained pixel three-dimensional information that measures by interpolation method, the three-dimensional of each pixel of region of interest area image is obtained Information.
6. according to the method described in claim 3, it is characterized in that, described according to the plan scan image, each pixel Three-dimensional information, camera coordinates system and projector's coordinate system transformation relation and standard light field, obtain exposure compensating parameter packet It includes:
Obtain the gray value of each pixel of region of interest area image;
According to the three-dimensional information of the gray value of each pixel of region of interest area image, each pixel of region of interest area image with And the transformation relation of camera coordinates system and projector's coordinate system, calculate gray value and the projection of each pixel of region of interest area image The corresponding relationship of each pixel of machine;
According to the gray value and throwing of the gray value of each pixel of region of interest area image and each pixel of region of interest area image The corresponding relationship of each pixel of shadow machine, by the gray value of each pixel of region of interest area image and standard light field respective pixel point Gray value is compared, and obtains exposure compensating parameter.
7. according to the method described in claim 6, it is characterized in that, the gray value by each pixel of region of interest area image It is compared with the gray value of standard light field respective pixel point, obtaining exposure compensating parameter includes:
If the gray value of each pixel of region of interest area image is less than the gray value of standard light field respective pixel point, expose Compensating parameter is the projection brightness for increasing projector's respective pixel point;
If the gray value of each pixel of region of interest area image is greater than the gray value of standard light field respective pixel point, expose Compensating parameter is the projection brightness for reducing projector's respective pixel point.
8. a kind of exposure adjusting device, which is characterized in that described device includes:
Module is obtained, for obtaining plan scan image;
Three-dimensional information computing module, for calculating the three-dimensional information of each pixel according to the plan scan image;
Exposure compensating parameter calculating module, for being sat according to the plan scan image, the three-dimensional information of each pixel, camera The transformation relation and standard light field of mark system and projector's coordinate system, obtain exposure compensating parameter;
Module is adjusted, for being exposed adjustment according to the exposure compensating parameter.
9. a kind of computer equipment, including memory and processor, the memory are stored with computer program, feature exists In the step of processor realizes any one of claims 1 to 7 the method when executing the computer program.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program The step of method described in any one of claims 1 to 7 is realized when being executed by processor.
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Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109764827A (en) * 2019-02-13 2019-05-17 盎锐(上海)信息科技有限公司 Synchronous method and device for projection grating modeling
CN110337674A (en) * 2019-05-28 2019-10-15 深圳市汇顶科技股份有限公司 Three-dimensional rebuilding method, device, equipment and storage medium
CN110913150A (en) * 2019-11-18 2020-03-24 西北工业大学 Self-adaptive exposure imaging method based on space platform
CN111540042A (en) * 2020-04-28 2020-08-14 上海盛晃光学技术有限公司 Method, device and related equipment for three-dimensional reconstruction
CN112036201A (en) * 2020-08-06 2020-12-04 浙江大华技术股份有限公司 Image processing method, device, equipment and medium
CN112525078A (en) * 2019-09-18 2021-03-19 财团法人工业技术研究院 Three-dimensional measuring device and operation method thereof
CN112584054A (en) * 2019-09-29 2021-03-30 深圳市光鉴科技有限公司 Brightness self-adaptive adjusting method, system, equipment and medium based on image coding
CN112584055A (en) * 2019-09-29 2021-03-30 深圳市光鉴科技有限公司 Brightness self-adaptive adjusting method, system, equipment and medium based on image coding
CN113340235A (en) * 2021-04-27 2021-09-03 成都飞机工业(集团)有限责任公司 Projection system based on dynamic projection and phase shift pattern generation method
CN113473034A (en) * 2021-07-02 2021-10-01 杭州思锐迪科技有限公司 Hole site light supplementing method, hole site light supplementing device, hole site scanning method and system
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CN116878402A (en) * 2023-07-11 2023-10-13 北京博科测试***股份有限公司 Non-contact wheel arch measuring sensor and method

Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130051516A1 (en) * 2011-08-31 2013-02-28 Carestream Health, Inc. Noise suppression for low x-ray dose cone-beam image reconstruction
CN103634544A (en) * 2012-08-20 2014-03-12 联想(北京)有限公司 A projection method and an electronic device
CN104601899A (en) * 2013-10-30 2015-05-06 佳能株式会社 Image processing apparatus and image processing method
CN105049664A (en) * 2015-08-12 2015-11-11 杭州思看科技有限公司 Method for light filling control of handheld three-dimensional laser scanner
CN105068384A (en) * 2015-08-12 2015-11-18 杭州思看科技有限公司 Method for controlling exposure time of laser projectors of handheld three-dimensional laser scanner
CN105222725A (en) * 2015-09-24 2016-01-06 大连理工大学 A kind of high-definition image dynamic collecting method based on spectral analysis
CN106303206A (en) * 2015-06-12 2017-01-04 西安蒜泥电子科技有限责任公司 The camera system localization method of a kind of body-scanner and device
US20170180654A1 (en) * 2015-12-21 2017-06-22 Krishna Swaminathan System and method for enhanced signal to noise ratio performance of a depth camera system
CN107071277A (en) * 2017-03-31 2017-08-18 努比亚技术有限公司 A kind of light paints filming apparatus, method and mobile terminal
CN107134005A (en) * 2017-05-04 2017-09-05 网易(杭州)网络有限公司 Illumination adaptation method, device, storage medium, processor and terminal
CN107784672A (en) * 2016-08-26 2018-03-09 百度在线网络技术(北京)有限公司 For the method and apparatus for the external parameter for obtaining in-vehicle camera
CN107869968A (en) * 2017-12-01 2018-04-03 杭州测度科技有限公司 A kind of quick three-dimensional scan method and system suitable for complex object surface

Patent Citations (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130051516A1 (en) * 2011-08-31 2013-02-28 Carestream Health, Inc. Noise suppression for low x-ray dose cone-beam image reconstruction
CN103634544A (en) * 2012-08-20 2014-03-12 联想(北京)有限公司 A projection method and an electronic device
CN104601899A (en) * 2013-10-30 2015-05-06 佳能株式会社 Image processing apparatus and image processing method
CN106303206A (en) * 2015-06-12 2017-01-04 西安蒜泥电子科技有限责任公司 The camera system localization method of a kind of body-scanner and device
CN105049664A (en) * 2015-08-12 2015-11-11 杭州思看科技有限公司 Method for light filling control of handheld three-dimensional laser scanner
CN105068384A (en) * 2015-08-12 2015-11-18 杭州思看科技有限公司 Method for controlling exposure time of laser projectors of handheld three-dimensional laser scanner
CN105222725A (en) * 2015-09-24 2016-01-06 大连理工大学 A kind of high-definition image dynamic collecting method based on spectral analysis
US20170180654A1 (en) * 2015-12-21 2017-06-22 Krishna Swaminathan System and method for enhanced signal to noise ratio performance of a depth camera system
CN107784672A (en) * 2016-08-26 2018-03-09 百度在线网络技术(北京)有限公司 For the method and apparatus for the external parameter for obtaining in-vehicle camera
CN107071277A (en) * 2017-03-31 2017-08-18 努比亚技术有限公司 A kind of light paints filming apparatus, method and mobile terminal
CN107134005A (en) * 2017-05-04 2017-09-05 网易(杭州)网络有限公司 Illumination adaptation method, device, storage medium, processor and terminal
CN107869968A (en) * 2017-12-01 2018-04-03 杭州测度科技有限公司 A kind of quick three-dimensional scan method and system suitable for complex object surface

Cited By (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109764827B (en) * 2019-02-13 2021-06-29 盎锐(上海)信息科技有限公司 Synchronization method and device for projection grating modeling
CN109764827A (en) * 2019-02-13 2019-05-17 盎锐(上海)信息科技有限公司 Synchronous method and device for projection grating modeling
CN110337674A (en) * 2019-05-28 2019-10-15 深圳市汇顶科技股份有限公司 Three-dimensional rebuilding method, device, equipment and storage medium
CN110337674B (en) * 2019-05-28 2023-07-07 深圳市汇顶科技股份有限公司 Three-dimensional reconstruction method, device, equipment and storage medium
CN112525078B (en) * 2019-09-18 2022-08-16 财团法人工业技术研究院 Three-dimensional measuring device and operation method thereof
CN112525078A (en) * 2019-09-18 2021-03-19 财团法人工业技术研究院 Three-dimensional measuring device and operation method thereof
CN112584054A (en) * 2019-09-29 2021-03-30 深圳市光鉴科技有限公司 Brightness self-adaptive adjusting method, system, equipment and medium based on image coding
CN112584055A (en) * 2019-09-29 2021-03-30 深圳市光鉴科技有限公司 Brightness self-adaptive adjusting method, system, equipment and medium based on image coding
CN110913150B (en) * 2019-11-18 2021-04-02 西北工业大学 Self-adaptive exposure imaging method based on space platform
CN110913150A (en) * 2019-11-18 2020-03-24 西北工业大学 Self-adaptive exposure imaging method based on space platform
CN111540042A (en) * 2020-04-28 2020-08-14 上海盛晃光学技术有限公司 Method, device and related equipment for three-dimensional reconstruction
CN111540042B (en) * 2020-04-28 2023-08-11 上海盛晃光学技术有限公司 Method, device and related equipment for three-dimensional reconstruction
CN112036201A (en) * 2020-08-06 2020-12-04 浙江大华技术股份有限公司 Image processing method, device, equipment and medium
CN114253079A (en) * 2020-09-21 2022-03-29 浙江水晶光电科技股份有限公司 Light intensity correction method, device and equipment for gray scale photoetching and storage medium
CN114253079B (en) * 2020-09-21 2024-04-09 浙江水晶光电科技股份有限公司 Gray scale photoetching light intensity correction method, device, equipment and storage medium
CN113340235B (en) * 2021-04-27 2022-08-12 成都飞机工业(集团)有限责任公司 Projection system based on dynamic projection and phase shift pattern generation method
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