CN106127166A - A kind of augmented reality AR image processing method, device and intelligent terminal - Google Patents
A kind of augmented reality AR image processing method, device and intelligent terminal Download PDFInfo
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- CN106127166A CN106127166A CN201610503101.XA CN201610503101A CN106127166A CN 106127166 A CN106127166 A CN 106127166A CN 201610503101 A CN201610503101 A CN 201610503101A CN 106127166 A CN106127166 A CN 106127166A
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- 238000003672 processing method Methods 0.000 title claims abstract description 21
- 230000003190 augmentative effect Effects 0.000 title claims abstract description 13
- 238000000034 method Methods 0.000 claims abstract description 71
- 230000008569 process Effects 0.000 claims abstract description 59
- 238000005516 engineering process Methods 0.000 claims abstract description 26
- 238000011112 process operation Methods 0.000 abstract description 3
- 230000002093 peripheral effect Effects 0.000 description 9
- PEDCQBHIVMGVHV-UHFFFAOYSA-N Glycerine Chemical compound OCC(O)CO PEDCQBHIVMGVHV-UHFFFAOYSA-N 0.000 description 5
- 230000008878 coupling Effects 0.000 description 4
- 238000010168 coupling process Methods 0.000 description 4
- 238000005859 coupling reaction Methods 0.000 description 4
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- 238000004891 communication Methods 0.000 description 3
- 230000000007 visual effect Effects 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000001953 sensory effect Effects 0.000 description 2
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- 206010034960 Photophobia Diseases 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/90—Dynamic range modification of images or parts thereof
- G06T5/94—Dynamic range modification of images or parts thereof based on local image properties, e.g. for local contrast enhancement
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T13/00—Animation
- G06T13/20—3D [Three Dimensional] animation
- G06T13/60—3D [Three Dimensional] animation of natural phenomena, e.g. rain, snow, water or plants
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Abstract
The embodiment of the invention discloses a kind of augmented reality AR image processing method, device and intelligent terminal.The method includes: obtain pending image；Use image recognition technology, determine in described pending image whether comprise feature scenery；The feature scenery comprised in the most described pending image is carried out AR process.In the embodiment of the present invention, by the feature scenery that will comprise in pending image as pending AR target, and the feature scenery obtained is carried out AR process, achieve the AR process to feature scenery, owing to the method being determined the AR target in pending image by image recognition technology, determine AR target compared in prior art by manual type, simplify AR and process operation, improve the efficiency of AR image procossing.
Description
Technical field
The present invention relates to technical field of image processing, especially a kind of augmented reality AR image processing method, device and intelligence
Can terminal.
Background technology
Augmented reality (Augmented Reality, AR), originally in the certain time spatial dimension of real world very
Such as, visual information, sound, taste or sense of touch etc., by folding after science and technology analog simulation again for the entity information that difficulty is experienced
Being added to real world by the perception of human sensory institute, thus reach the sensory experience of exceeding reality, this technology is called augmented reality
Technology, is called for short AR technology.
Existing AR image processing method, it is generally required to user manually determines pending AR target, causes existing AR to scheme
As the efficiency of processing method reduces.
Summary of the invention
The purpose of the embodiment of the present invention is to provide a kind of augmented reality AR image processing method, device and intelligent terminal,
To improve the efficiency of AR image procossing, and realize the AR process to feature scenery.
First aspect, embodiments provides a kind of augmented reality AR image processing method, including:
Obtain pending image；
Use image recognition technology, determine in described pending image whether comprise feature scenery；
The feature scenery comprised in the most described pending image is carried out AR process.
Second aspect, embodiments provides a kind of augmented reality AR image processing apparatus, including:
Image collection module, is used for obtaining pending image；
Scenery identification module, is used for using image recognition technology, determines in described pending image whether comprise feature scape
Thing；
Scenery processing module, if comprise feature scenery, then in described pending image in described pending image
The feature scenery comprised carries out AR process.
The third aspect, embodiments provides a kind of intelligent terminal, the increasing provided including any embodiment of the present invention
Strong reality AR image processing apparatus.
The technical scheme that the embodiment of the present invention provides, by using image recognition technology determines in pending image whether wrap
Containing feature scenery, if pending image comprises feature scenery, then obtain the feature scenery comprised in pending image, and will obtain
The feature scenery taken is as pending AR target, and the feature scenery obtained is carried out AR process, it is achieved that to feature scenery
AR process, owing to the method being determined the AR target in pending image by image recognition technology, compared to prior art
In determine AR target by manual type, simplify AR process operation, improve the efficiency of AR image procossing.
Accompanying drawing explanation
The schematic flow sheet of the AR image processing method that Fig. 1 a provides for the embodiment of the present invention one；
The AR image processing effect schematic diagram that Fig. 1 b provides for the embodiment of the present invention one；
The schematic flow sheet of the AR image processing method that Fig. 2 provides for the embodiment of the present invention two；
The schematic flow sheet of the AR image processing method that Fig. 3 provides for the embodiment of the present invention three；
The structural representation of the AR image processing apparatus that Fig. 4 provides for the embodiment of the present invention four；
The structural representation of the intelligent terminal that Fig. 5 provides for the embodiment of the present invention five.
Detailed description of the invention
The present invention is described in further detail with embodiment below in conjunction with the accompanying drawings.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention, rather than limitation of the invention.It also should be noted that, in order to just
Part related to the present invention is illustrate only rather than entire infrastructure in description, accompanying drawing.
Embodiment one
The schematic flow sheet of the AR image processing method that Fig. 1 a provides for the embodiment of the present invention one, the method can be schemed by AR
As processing means performs, wherein this device can be realized by software and/or hardware, can be built as the part of intelligent terminal
Inside intelligent terminal.As shown in Figure 1a, this realizes flow process and includes:
Step 11, obtain pending image.
Wherein, pending image can be the image of photographic head shooting in intelligent terminal, it is also possible to be intelligent terminal for reception
Or the image downloaded.For example, it is possible to select pending image from photograph album is applied.
Step 12, employing image recognition technology, determine in described pending image whether comprise feature scenery.
In the present embodiment, feature scenery refer to expection set in advance make AR process scenery, as feature scenery can
To include the sun, the moon, star or white clouds etc..Feature scenery can be unified to set, it is also possible to carries out individual character according to user's request
Change and set.
Concrete, use in the pending image of image recognition technology identification whether comprise feature scenery, as according to pending
In image, pixel value or the brightness value of pixel determine whether include the spies such as the sun, the moon, star or white clouds in pending image
Levy scenery.If recognizing, pending image does not comprise feature scenery, it is determined that pending image is non-scene image.This enforcement
In example, the processing mode to non-scene image is not especially limited, as non-scene image can be made AR process, it is also possible to remove
Other outside AR process such as whitening process etc., it is also possible to stop image procossing.
Step 13, the feature scenery comprised in the most described pending image is carried out AR process.
Concrete, if including feature scenery in pending image, the most pending image is scene image, then obtain and wait to locate
The feature scenery comprised in reason image, using the feature scenery of acquisition as pending AR target, and to the feature scenery obtained
Carry out AR process.
Exemplary, the feature scenery comprised in described pending image is carried out AR process, may include that and treat described
Process in image the feature scenery comprised carry out highlighting, stretch, increase virtual picture and increase in virtual animation at least one
Process.With reference to Fig. 1 b, the virtual picture of rainbow and the virtual picture of white clouds can be increased in the scene image comprise trees.It addition,
Starlight can also be highlighted process, the moon is carried out stretch processing or increases the virtual picture of raindrop, or, grassland increases
Add horse and run animation so that pending image is converted into animated image etc..It should be noted that to feature scenery in the present embodiment
The mode carrying out AR process is not especially limited, and only need to wait to locate to adjust by increasing virtual screen at feature scenery correspondence position
The display effect of reason image.
The technical scheme that the present embodiment provides, by using image recognition technology determines in pending image whether comprise spy
Levy scenery, if pending image comprises feature scenery, then obtain the feature scenery comprised in pending image, and by acquisition
Feature scenery is as pending AR target, and the feature scenery obtained is carried out AR process, it is achieved that the AR to feature scenery
Process, owing to the method being determined the AR target in pending image by image recognition technology, logical compared in prior art
Cross manual type and determine AR target, simplify AR and process operation, improve the efficiency of AR image procossing.
Exemplary, before the feature scenery comprised in described pending image is carried out AR process, may include that startup
AR tupe in described intelligent terminal.In the present embodiment, intelligent terminal provides it is different from normal (real) picture
The AR tupe of tupe, for increasing virtual screen to AR target.Concrete, if the status identifier under specified path
Value be True, then intelligent terminal is in AR tupe；If the value of status identifier is False, then at intelligent terminal
In normal picture tupe.
Exemplary, the feature scenery comprised in described pending image is carried out AR process, may include that
Determine the AR processing mode that described feature scenery associates；
Use the AR processing mode determined, the feature scenery comprised in described pending image is carried out AR process.
Embodiment two
The present embodiment is on the basis of above-described embodiment one, it is provided that a kind of new AR image processing method.Fig. 2 is this
The schematic flow sheet of the AR image processing method that bright embodiment two provides, includes as in figure 2 it is shown, this realizes flow process:
Step 21, obtain pending image.
Step 22, employing image recognition technology, determine in described pending image whether comprise feature scenery.
Step 23, determine the priority of the feature scenery comprised in described pending image.
Concrete, priority can be preset according to the classification of feature scenery, such as, the priority of the moon is higher than starlight
Priority, the priority of the sun is higher than the priority etc. of white clouds.
The priority of feature scenery can also determine according to the image recognition result of pending image.Exemplary, really
The priority of the feature scenery comprised in fixed described pending image, may include that according to comprising in described pending image
The area of feature scenery, quantity or position, determine the priority of described feature scenery.
Concrete, the priority of feature scenery and the area of feature scenery or quantity positive correlation, the feature scape that position is forward
The priority of thing is higher than the priority of position feature scenery rearward, and the priority of the feature scenery that position is placed in the middle is higher than being in side
The priority etc. of the feature scenery on limit.Wherein, the area of feature scenery, quantity or position are to determine based on image recognition technology
's.
Step 24, priority according to described feature scenery, select in the feature scenery comprised from described pending image
Select pending scenery.
Exemplary, the AR caused in order to avoid all feature scenery are made AR process processes workload relatively greatly, Ke Yicong
The feature scenery comprised in pending image selects the pending scenery of default value that priority is higher, wherein to present count
Value is not especially limited, as can be 3.Priority can also be defined as pending scape higher than the feature scenery of pre-set priority
Thing.
Step 25, to select pending scenery carry out AR process.
The technical scheme that the present embodiment provides, by using image recognition technology determines in pending image whether comprise spy
Levy scenery, if pending image comprises feature scenery, then according to the priority of feature scenery, comprise from pending image
Feature scenery selects pending scenery, and the pending scenery selected is carried out AR process, the method feature based scenery
Priority carries out AR process, i.e. the method selectively and further increases at AR image by reducing AR target feature scenery
The efficiency of reason.
Embodiment three
The present embodiment is on the basis of above-described embodiment one, it is provided that a kind of new AR image processing method.Fig. 3 is this
The schematic flow sheet of the AR image processing method that bright embodiment three provides, includes as it is shown on figure 3, this realizes flow process:
Step 31, obtain pending image.
Step 32, employing image recognition technology, determine in described pending image whether comprise feature scenery；The most then
Continue executing with step 33；Otherwise, image procossing is stopped.
If pending image not comprising feature scenery it should be noted that recognize, it is determined that pending image right and wrong
Scene image, the mode processing non-scene image is not especially limited, as non-scene image made AR process, also
Other process in addition to AR can be made such as whitening process etc..
Step 33, according to the monochrome information of described pending image and/or color temperature information, the feature scenery that checking determines with
Whether described pending image mates.
Wherein, monochrome information can be according in Exif (the Exchangeable Image File) information of pending image
ISO light sensitivitys (International Standardization Organization photosensibility) and exposure
Time determines, color temperature information can obtain from Exif information.Concrete, obtain the feature scenery comprised in pending image
After, estimating brightness, estimating colour temperature or estimated time etc. of pending image can be estimated according to the feature scenery obtained, if special
Levying scenery is the moon, it is determined that estimate brightness less than luminance threshold.Subsequently, if the monochrome information of pending image is less than luminance threshold
Value, it is determined that feature scenery does not mates with pending image, otherwise, it determines feature scenery and pending images match.
It should be noted that can also verify that the feature scenery determined is with described according to the temporal information of pending image
Whether pending image mates.As a example by feature scenery is the sun, determine that the shooting time of estimating of feature scenery is 6:00-18:
00, if the shooting time of pending image is 21:00, i.e. if the shooting time of pending image and feature scenery estimate bat
Time of taking the photograph does not mates, it is determined that feature scenery does not mates with pending image.
Step 34, foundation the result, carry out AR process to the feature scenery comprised in described pending image.
Concrete, if feature scenery and pending images match, it is determined that feature scenery identification is accurate, subsequently to feature scape
Thing carries out AR process.If feature scenery does not mates with pending image, it is determined that feature scenery identification is wrong, now need again
Use image recognition technology, obtain the feature scenery comprised in pending image, until the feature scenery obtained and pending figure
As coupling, then the feature scenery of coupling is carried out AR process.
The technical scheme that the present embodiment provides, by using image recognition technology determines in pending image whether comprise spy
Levy scenery, if pending image comprises feature scenery, then whether mate with pending image along the feature scenery determined, and
The feature scenery of coupling is carried out AR process, it is to avoid the AR image processing effect that feature scenery identification error causes is poor, enters
One step improves the effect of AR image procossing.
Embodiment four
The structural representation of the AR image processing apparatus that Fig. 4 provides for the embodiment of the present invention four, this device can be configured at
In intelligent terminal.As shown in Figure 4, the concrete structure of this AR image processing apparatus may include that
Image collection module 41, is used for obtaining pending image；
Scenery identification module 42, is used for using image recognition technology, determines in described pending image whether comprise feature
Scenery；
Scenery processing module 43, if comprise feature scenery, then to described pending image in described pending image
In the feature scenery that comprises carry out AR process.
Exemplary, described scenery processing module 43 may include that
Priority determining unit, if comprising feature scenery, it is determined that described pending figure in described pending image
The priority of the feature scenery comprised in Xiang；
Scenery selects unit, for the priority according to described feature scenery, the spy comprised from described pending image
Levy and scenery selects pending scenery；
Image selects processing unit, for the pending scenery selected is carried out AR process.
Exemplary, described priority determining unit specifically may be used for:
If described pending image comprising feature scenery, then according to the feature scenery comprised in described pending image
Area, quantity or position, determine the priority of described feature scenery.
Exemplary, described scenery processing module 43 may include that
Processing mode determines unit, if comprising feature scenery in described pending image, it is determined that described feature scape
The AR processing mode of thing association；
Feature scenery processing unit, for using the AR processing mode determined, to the spy comprised in described pending image
Levy scenery and carry out AR process.
Exemplary, this device may include that
Pattern starts module, before the feature scenery for comprising in described pending image carries out AR process, opens
AR tupe in dynamic described intelligent terminal.
Exemplary, this device may include that
Scenery authentication module, before the feature scenery comprised in described pending image is carried out AR process, foundation
The monochrome information of described pending image and/or color temperature information, whether the feature scenery that determines of checking and described pending image
Coupling.
Exemplary, described scenery processing module 43 may be used for:
If described pending image comprises feature scenery, then the feature scenery comprised in described pending image is carried out
Highlight, stretch, increase virtual picture and at least one process increased in virtual animation.
The AR image processing apparatus that the present embodiment provides, the AR image processing method provided with any embodiment of the present invention
Belong to same inventive concept, the AR image processing method that any embodiment of the present invention is provided can be performed, possess execution AR image
The corresponding functional module of processing method and beneficial effect.The ins and outs of the most detailed description, can be found in this
The AR image processing method that bright any embodiment provides.
Embodiment five
Present embodiments providing a kind of intelligent terminal, this intelligent terminal can include the AR that any embodiment of the present invention provides
Image processing apparatus.The structural representation of the intelligent terminal that Fig. 5 provides for the embodiment of the present invention five, as shown in Figure 5, it is illustrated that intelligence
Mobile phone 500 may include that memorizer 501, central processing unit (Central Processing Unit, hereinafter referred to as CPU) 502,
Peripheral Interface 503, RF circuit 505, voicefrequency circuit 506, speaker 511, power management chip 508, input/output (I/O)
System 509, other input/control devicess 510 and outside port 504, these parts by one or more communication bus or
Holding wire 507 communicates.
It should be understood that an example of diagram smart mobile phone 500 only intelligent terminal, and smart mobile phone 500 can
To have than the more or less parts shown in figure, two or more parts can be combined, or can have
Different parts are had to configure.Various parts shown in figure can include one or more signal processing and/or special collection
Circuit is become to realize in the combination of interior hardware, software or hardware and software.
The smart mobile phone for AR image procossing provided with regard to the present embodiment below is described in detail.
Memorizer 501: described memorizer 501 can be accessed by CPU502, Peripheral Interface 503 etc., and described memorizer 501 can
To include high-speed random access memory, it is also possible to include nonvolatile memory, the most one or more disk memory,
Flush memory device or other volatile solid-state parts.
Peripheral Interface 503, the input of equipment and output peripheral hardware can be connected to CPU502 and storage by described Peripheral Interface
Device 501.
I/O subsystem 509: described I/O subsystem 509 can be by the input/output peripheral on equipment, such as touch screen 502
(being equivalent to the display in above-described embodiment) and other input/control devicess 510, be connected to Peripheral Interface 503.I/O subsystem
System 509 can include display controller 5091 and control for controlling one or more inputs of other input/control devicess 510
Device 5092.Wherein, one or more input controllers 5092 receive the signal of telecommunication or to it from other input/control devicess 510
He sends the signal of telecommunication at input/control devices 510, and other input/control devicess 510 can include that physical button (presses button, shakes
Arm button etc.), dial, slide switch, stick, click roller.What deserves to be explained is, input controller 5092 can with
Any one connection lower: the instruction equipment of keyboard, infrared port, USB interface and such as mouse.
Touch screen 512: described touch screen 512 is the input interface between user terminal and user and output interface, can
Depending on output display to user, visual output can include figure, text, icon, video etc..
Display controller 5091 in I/O subsystem 509 receives the signal of telecommunication or to touch screen 512 from touch screen 512
Electric signals.Touch screen 512 detects the contact on touch screen, and the contact detected is converted to and shows by display controller 5091
User interface object on touch screen 512 mutual, i.e. realizes man-machine interaction, display user interface on touch screen 512
Object can be the icon of running game, be networked to the icon etc. of corresponding network.What deserves to be explained is, equipment can also include light
Mus, light Mus is the touch sensitive surface not showing visual output, or the extension of the touch sensitive surface formed by touch screen.
RF circuit 505, is mainly used in the communication setting up mobile phone with wireless network (i.e. network side), it is achieved mobile phone and wireless network
The data receiver of network and transmission.Such as receive and dispatch short message, Email etc..Specifically, RF circuit 505 receives and sends RF letter
Number, RF signal is also referred to as electromagnetic signal, and RF circuit 505 converts electrical signals to electromagnetic signal or electromagnetic signal is converted to telecommunications
Number, and communicated with communication network and other equipment by this electromagnetic signal.RF circuit 505 can include for performing
The known circuit of these functions, its include but not limited to antenna system, RF transceiver, one or more amplifier, tuner, one
Individual or multiple agitator, digital signal processor, CODEC chipset, Subscriber Identity Module (Subscriber Identity
Module, SIM) etc..
Voicefrequency circuit 506, is mainly used in receiving voice data from Peripheral Interface 503, this voice data is converted to telecommunications
Number, and this signal of telecommunication is sent to speaker 511.
Speaker 511, for the voice signal received from wireless network by RF circuit 505 by mobile phone, is reduced to sound
And play this sound to user.
Power management chip 508, is powered for the hardware connected by CPU502, I/O subsystem and Peripheral Interface
And power management.
The CPU502 that the embodiment of the present invention provides can perform to operate as follows:
Obtain pending image；
Use image recognition technology, determine in described pending image whether comprise feature scenery；
The feature scenery comprised in the most described pending image is carried out AR process.
Note, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that
The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious change,
Readjust and substitute without departing from protection scope of the present invention.Therefore, although by above example, the present invention is carried out
It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also
Other Equivalent embodiments more can be included, and the scope of the present invention is determined by scope of the appended claims.
Claims (13)
1. an augmented reality AR image processing method, it is characterised in that including:
Obtain pending image；
Use image recognition technology, determine in described pending image whether comprise feature scenery；
The feature scenery comprised in the most described pending image is carried out AR process.
Method the most according to claim 1, it is characterised in that the feature scenery comprised in described pending image is carried out
AR process, including:
Determine the priority of the feature scenery comprised in described pending image；
According to the priority of described feature scenery, the feature scenery comprised from described pending image selects pending scape
Thing；
The pending scenery selected is carried out AR process.
Method the most according to claim 2, it is characterised in that determine the feature scenery that comprises in described pending image
Priority, including:
According to the area of feature scenery, quantity or the position that comprise in described pending image, determine the excellent of described feature scenery
First level.
Method the most according to claim 1, it is characterised in that the feature scenery comprised in described pending image is carried out
AR process, including:
Determine the AR processing mode that described feature scenery associates；
Use the AR processing mode determined, the feature scenery comprised in described pending image is carried out AR process.
Method the most according to claim 1, it is characterised in that the feature scenery comprised in described pending image is carried out
Before AR processes, including:
According to monochrome information and/or the color temperature information of described pending image, the feature scenery that checking determines is pending with described
Whether image mates.
Method the most according to claim 1, it is characterised in that the feature scenery comprised in described pending image is carried out
AR process, including:
The feature scenery comprised in described pending image is highlighted, stretch, increases virtual picture and increase virtual animation
In at least one process.
7. an augmented reality AR image processing apparatus, it is characterised in that including:
Image collection module, is used for obtaining pending image；
Scenery identification module, is used for using image recognition technology, determines in described pending image whether comprise feature scenery；
Scenery processing module, if comprising feature scenery in described pending image, then comprises in described pending image
Feature scenery carry out AR process.
Device the most according to claim 7, it is characterised in that described scenery processing module includes:
Priority determining unit, if comprising feature scenery, it is determined that in described pending image in described pending image
The priority of the feature scenery comprised；
Scenery selects unit, for the priority according to described feature scenery, the feature scape comprised from described pending image
Thing selects pending scenery；
Image selects processing unit, for the pending scenery selected is carried out AR process.
Device the most according to claim 8, it is characterised in that described priority determining unit specifically for:
If described pending image comprising feature scenery, then according to the face of the feature scenery comprised in described pending image
Long-pending, quantity or position, determine the priority of described feature scenery.
Device the most according to claim 7, it is characterised in that described scenery processing module includes:
Processing mode determines unit, if comprising feature scenery in described pending image, it is determined that described feature scenery closes
The AR processing mode of connection；
Feature scenery processing unit, for using the AR processing mode determined, to the feature scape comprised in described pending image
Thing carries out AR process.
11. devices according to claim 7, it is characterised in that including:
Scenery authentication module, before the feature scenery comprised in described pending image is carried out AR process, according to described
The monochrome information of pending image and/or color temperature information, whether the feature scenery that checking determines mates with described pending image.
12. devices according to claim 7, it is characterised in that described scenery processing module is used for:
If described pending image comprises feature scenery, then the feature scenery comprised in described pending image is carried
Bright, stretch, increase virtual picture and increase in virtual animation at least one process.
13. 1 kinds of intelligent terminal, it is characterised in that include the augmented reality AR image procossing described in any one of claim 7-12
Device.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109035421A (en) * | 2018-08-29 | 2018-12-18 | 百度在线网络技术（北京）有限公司 | Image processing method, device, equipment and storage medium |
| CN110047115A (en) * | 2019-03-26 | 2019-07-23 | 珠海格力电器股份有限公司 | Star image shooting method and device, computer equipment and storage medium |
| CN110807411A (en) * | 2019-10-30 | 2020-02-18 | 维沃移动通信有限公司 | Moon identification method and electronic equipment |
| US10957084B2 (en) | 2017-11-13 | 2021-03-23 | Baidu Online Network Technology (Beijing) Co., Ltd. | Image processing method and apparatus based on augmented reality, and computer readable storage medium |
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