CN105931178A - Image processing method and device - Google Patents
Image processing method and device Download PDFInfo
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- CN105931178A CN105931178A CN201610237233.2A CN201610237233A CN105931178A CN 105931178 A CN105931178 A CN 105931178A CN 201610237233 A CN201610237233 A CN 201610237233A CN 105931178 A CN105931178 A CN 105931178A
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- image
- background image
- expression information
- facial expression
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- 238000003672 processing method Methods 0.000 title claims abstract description 11
- 230000008921 facial expression Effects 0.000 claims abstract description 46
- 238000000034 method Methods 0.000 claims abstract description 19
- 230000001815 facial effect Effects 0.000 claims description 23
- 210000004709 eyebrow Anatomy 0.000 claims description 22
- 230000008451 emotion Effects 0.000 claims description 18
- 210000000056 organ Anatomy 0.000 claims description 11
- 238000000605 extraction Methods 0.000 claims description 3
- 230000006870 function Effects 0.000 description 8
- 238000004590 computer program Methods 0.000 description 7
- 238000010586 diagram Methods 0.000 description 6
- 210000004209 hair Anatomy 0.000 description 2
- 241001269238 Data Species 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
Classifications
-
- G06T3/04—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformation in the plane of the image
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- G06T3/053—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/168—Feature extraction; Face representation
Abstract
The invention provides an image processing method and device, and the method comprises the steps: obtaining a human face image part in an image; obtaining facial expression information according to the human face image part; and adjusting a background image part of the image according to the facial expression information. The method solves a problem how to coordinate a figure image and a background image to be consistent in the prior art, can directly recognize the background image, which is matched with and corresponding to the facial expression, according to a picture which is taken by a user currently, and improves the coordination of the figure image and the background image.
Description
Technical field
The present invention relates to technical field of image processing, be specifically related to a kind of image processing method and device.
Background technology
Along with the development of science and technology, the function of the mobile terminals such as mobile phone is more and more abundanter.Wherein, use
Mobile phone photograph also becomes more and more popular.The camera function of mobile phone is that people use a function the most frequently.
The when that people taking a picture, it is frequently encountered and look at the most grand scenery of very U.S. but very difficult by personage
The most just right with scenery synthesizes an image.If to look after personage and scenery, just simultaneously
Need ceaselessly to adjust position and the angle of people, often run and only taken little several pictures half a day, also
Often clap less than preferable photo.In view of this, it is desirable to change background image portion from image.
For in prior art, how by problem harmonious to character image and background image, the most not
Effective solution is proposed.
Summary of the invention
The invention provides a kind of image processing method and device, how at least to solve in prior art
By problem harmonious to character image and background image.
According to an aspect of the invention, it is provided a kind of image processing method, including: obtain image
In facial image part；Facial expression information is obtained according to described facial image part；According to described
Facial expression information adjusts the background image portion of described image.
Alternatively, obtain facial expression information according to described facial image part to include: according to described people
Face image section extracts human face characteristic point；The profile of face organ is parsed according to described human face characteristic point
Shape；Contour shape according to described face organ obtains described facial expression information.
Alternatively, described human face characteristic point includes at least one of: the ultra-left point of left eyebrow, Zuo Mei
The rightest point of hair, the ultra-left point of right eyebrow, the rightest point of right eyebrow, the left eye angle of left eye, left eye
Point, the point of the left corners of the mouth and right mouth under right eye angle, the left eye angle of right eye, the right eye angle of right eye, nose
The point at angle.
Alternatively, include according to the background image portion of the described facial expression information described image of adjustment:
The letter of at least one of of the background image portion of described image is adjusted according to described facial expression information
Breath: the captions of described background image portion, the tone of described background image portion, described background image portion
The brightness divided or the animation of described background image portion.
Alternatively, described facial expression information includes one below: happy emotion information, sad emotion
Information or tranquil emotion information.
According to another aspect of the present invention, additionally provide a kind of image processing apparatus, including: first
Acquisition module, for obtaining the facial image part in image；Second acquisition module, for according to institute
State facial image part and obtain facial expression information；Adjusting module, for believing according to described facial expression
Breath adjusts the background image portion of described image.
Alternatively, described second acquisition module includes: extraction unit, for according to described facial image
Extracting section human face characteristic point；Resolution unit, for parsing face device according to described human face characteristic point
The contour shape of official；Acquiring unit, for obtaining described according to the contour shape of described face organ
Portion's expression information.
Alternatively, described human face characteristic point includes at least one of: the ultra-left point of left eyebrow, Zuo Mei
The rightest point of hair, the ultra-left point of right eyebrow, the rightest point of right eyebrow, the left eye angle of left eye, left eye
Point, the point of the left corners of the mouth and right mouth under right eye angle, the left eye angle of right eye, the right eye angle of right eye, nose
The point at angle.
Alternatively, described adjusting module is additionally operable to adjust described image according to described facial expression information
The information of at least one of of background image portion: the captions of described background image portion, described background
The tone of image section, the brightness of described background image portion or the animation of described background image portion.
Alternatively, described facial expression information includes one below: happy emotion information, sad emotion
Information or tranquil emotion information.
By the present invention, use the facial image part obtained in image；According to this facial image part
Obtain facial expression information；The background image portion of image is adjusted according to this facial expression information.Pass through
The present invention solves in prior art how by problem harmonious to character image and background image, from
And facial expression can be identified directly according to the photo of user's current shooting and mate corresponding background
Image, improves the harmony of character image and background image.
Accompanying drawing explanation
In order to be illustrated more clearly that the specific embodiment of the invention or technical scheme of the prior art, under
The accompanying drawing used required in detailed description of the invention or description of the prior art will be briefly described by face,
It should be evident that the accompanying drawing in describing below is some embodiments of the present invention, general for this area
From the point of view of logical technical staff, on the premise of not paying creative work, it is also possible to obtain according to these accompanying drawings
Obtain other accompanying drawing.
Fig. 1 is the flow chart of image processing method according to embodiments of the present invention；
Fig. 2 is the structured flowchart of image processing apparatus according to embodiments of the present invention；
Fig. 3 is the structured flowchart of the second acquisition module according to embodiments of the present invention.
Detailed description of the invention
Below in conjunction with accompanying drawing, technical scheme is clearly and completely described, it is clear that
Described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based on this
Embodiment in bright, those of ordinary skill in the art are obtained under not making creative work premise
Every other embodiment, broadly fall into the scope of protection of the invention.
In describing the invention, it should be noted that term " first ", " second ", " the 3rd "
It is only used for describing purpose, and it is not intended that indicate or hint relative importance.
As long as additionally, technical characteristic involved in invention described below difference embodiment that
The conflict of not constituting between this just can be combined with each other.
Embodiment 1
Providing a kind of image processing method in the present embodiment, Fig. 1 is figure according to embodiments of the present invention
As the flow chart of processing method, as it is shown in figure 1, this flow process comprises the steps:
Step S102, obtains the facial image part in image；
Step S104, obtains facial expression information according to facial image part；
Step S106, adjusts the background image portion of image according to facial expression information.
By above-mentioned steps, can automatically adjust image according to the facial expression information of the personage in image
Background parts, compared in prior art, the background parts of image relative to character image part is
Changeless, how above-mentioned steps coordinates character image and background image if solving in prior art
Consistent problem, such that it is able to directly according to the photo of user's current shooting, identify facial expression and
Join corresponding background image, improve the harmony of character image and background image.
Above-mentioned steps S104 relates to obtain facial expression information, at one according to facial image part
In alternative embodiment, according to facial image extracting section human face characteristic point, resolve according to human face characteristic point
Go out the contour shape of face organ, obtain this facial expression information according to the contour shape of face organ.
The facial expression information got by contour shape is the most accurate.In another alternative embodiment,
Database is previously stored with the corresponding relation of facial image part and facial expression information, inquires about this number
Facial expression information is i.e. can get according to storehouse.Owing to the expression attitude of people is different, so this database is base
In the experiment that universal knowledege is carried out.
Facial expression information can include much information, is illustrated this below.Can at one
Selecting in embodiment, facial expression information can be happy emotion information, it is also possible to be sad emotion information
Or tranquil emotion information.Change facial expression information according to the epoch can also is that sells information such as sprouting,
Do not limit at this.
In one alternate embodiment, human face characteristic point includes at least one of: left eyebrow the most left
Point, the rightest point of left eyebrow, the ultra-left point of right eyebrow, the rightest point of right eyebrow, the left eye angle of left eye,
Point under the right eye angle of left eye, the left eye angle of right eye, the right eye angle of right eye, nose, the point of the left corners of the mouth
Point with the right corners of the mouth.
The mode of the background image portion adjusting image can include a variety of, an alternative embodiment
In, the captions of background image portion can be adjusted, it is also possible to adjust the tone of background image portion, also
The brightness of background image portion or the animation of this background image portion can be adjusted.
Embodiment 2
Additionally providing a kind of image processing apparatus in the present embodiment, this device is used for realizing above-mentioned enforcement
Example and preferred embodiment, carried out repeating no more of explanation.As used below, term
" module " can realize the software of predetermined function and/or the combination of hardware.Although following example are retouched
The device stated preferably realizes with software, but hardware, or the realization of the combination of software and hardware
Also may and be contemplated.
Fig. 2 is the structured flowchart of image processing apparatus according to embodiments of the present invention, and this device includes:
First acquisition module 22, for obtaining the facial image part in image；Second acquisition module 24, uses
In obtaining facial expression information according to this facial image part；Adjusting module 26, for according to face table
Feelings information adjusts the background image portion of this image.
Fig. 3 is the structured flowchart of the second acquisition module according to embodiments of the present invention, as it is shown on figure 3,
Second acquisition module 24 includes: extraction unit 242, for special according to facial image extracting section face
Levy a little；Resolution unit 244, for parsing the contour shape of face organ according to human face characteristic point；Obtain
Take unit 246, for obtaining this facial expression information according to the contour shape of face organ.
Alternatively, human face characteristic point includes at least one of: the ultra-left point of left eyebrow, left eyebrow
Rightest point, the ultra-left point of right eyebrow, the rightest point of right eyebrow, the left eye angle of left eye, the right eye of left eye
Point, the point of the left corners of the mouth and the right corners of the mouth under angle, the left eye angle of right eye, the right eye angle of right eye, nose
Point.
Alternatively, adjusting module 26 is additionally operable to adjust the Background of this image according to this facial expression information
The information of at least one of as part: the captions of this background image portion, this background image portion
Tone, the brightness of this background image portion or the animation of this background image portion.
Alternatively, this facial expression information includes one below: happy emotion information, sad emotion are believed
Breath or tranquil emotion information.
The further function of above-mentioned modules describes identical, at this not with above-mentioned corresponding embodiment
Repeat again.
In sum, a kind of image processing method provided by the present invention and device, solve existing
How by problem harmonious to character image and background image in technology, such that it is able to directly according to
The photo of family current shooting, identifies facial expression and mates corresponding background image, improve personage
Image and the harmony of background image.
Those skilled in the art it should be appreciated that embodiments of the invention can be provided as method, system,
Or computer program.Therefore, the present invention can use complete hardware embodiment, complete software to implement
Example or the form of the embodiment in terms of combining software and hardware.And, the present invention can use at one
Or multiple wherein include computer usable program code computer-usable storage medium (include but not
It is limited to magnetic disc store, CD-ROM, optical memory etc.) shape of the upper computer program implemented
Formula.
The present invention is with reference to method, equipment (system) and computer program according to embodiments of the present invention
The flow chart of product and/or block diagram describe.It should be understood that stream can be realized by computer program instructions
In each flow process in journey figure and/or block diagram and/or square frame and flow chart and/or block diagram
Flow process and/or the combination of square frame.These computer program instructions can be provided to all-purpose computer, specially
With the processor of computer, Embedded Processor or other programmable data processing device to produce one
Machine so that the instruction performed by the processor of computer or other programmable data processing device is produced
Raw for realizing one flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple side
The device of the function specified in frame.
These computer program instructions may be alternatively stored in and computer or other programmable datas can be guided to process
In the computer-readable memory that equipment works in a specific way so that be stored in this computer-readable and deposit
Instruction in reservoir produces the manufacture including command device, and this command device realizes flow chart one
The function specified in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded into computer or other programmable data processing device
On so that on computer or other programmable devices, perform sequence of operations step to produce computer
The process realized, thus the instruction performed on computer or other programmable devices provides and is used for realizing
One flow process of flow chart or multiple flow process and/or one square frame of block diagram or multiple square frame are specified
The step of function.
Obviously, above-described embodiment is only for clearly demonstrating example, and not to embodiment party
The restriction of formula.For those of ordinary skill in the field, the most also may be used
To make other changes in different forms.Here without also all of embodiment being given
With exhaustive.And the obvious change thus extended out or variation are still in the guarantor of the invention
Protect among scope.
Claims (10)
1. an image processing method, it is characterised in that including:
Obtain the facial image part in image；
Facial expression information is obtained according to described facial image part；
The background image portion of described image is adjusted according to described facial expression information.
Method the most according to claim 1, it is characterised in that according to described facial image part
Acquisition facial expression information includes:
According to described facial image extracting section human face characteristic point；
The contour shape of face organ is parsed according to described human face characteristic point；
Contour shape according to described face organ obtains described facial expression information.
Method the most according to claim 2, it is characterised in that described human face characteristic point include with
At least one lower:
The ultra-left point of left eyebrow, the rightest point of left eyebrow, the ultra-left point of right eyebrow, right eyebrow the rightest
Point, the left eye angle of left eye, the right eye angle of left eye, the left eye angle of right eye, the right eye angle of right eye, nose
Under point, the point of the left corners of the mouth and the point of the right corners of the mouth.
Method the most according to claim 1, it is characterised in that according to described facial expression information
The background image portion adjusting described image includes:
At least one of of the background image portion of described image is adjusted according to described facial expression information
Information:
The captions of described background image portion, the tone of described background image portion, described background image
The brightness of part or the animation of described background image portion.
Method the most according to any one of claim 1 to 4, it is characterised in that described face
Expression information includes one below:
Happy emotion information, sad emotion information or tranquil emotion information.
6. an image processing apparatus, it is characterised in that including:
First acquisition module, for obtaining the facial image part in image；
Second acquisition module, for obtaining facial expression information according to described facial image part；
Adjusting module, for adjusting the background image portion of described image according to described facial expression information.
Device the most according to claim 6, it is characterised in that described second acquisition module includes:
Extraction unit, for according to described facial image extracting section human face characteristic point；
Resolution unit, for parsing the contour shape of face organ according to described human face characteristic point；
Acquiring unit, obtains described facial expression information for the contour shape according to described face organ.
Device the most according to claim 7, it is characterised in that described human face characteristic point include with
At least one lower:
The ultra-left point of left eyebrow, the rightest point of left eyebrow, the ultra-left point of right eyebrow, right eyebrow the rightest
Point, the left eye angle of left eye, the right eye angle of left eye, the left eye angle of right eye, the right eye angle of right eye, nose
Under point, the point of the left corners of the mouth and the point of the right corners of the mouth.
Device the most according to claim 6, it is characterised in that described adjusting module is additionally operable to root
The letter of at least one of of the background image portion of described image is adjusted according to described facial expression information
Breath:
The captions of described background image portion, the tone of described background image portion, described background image
The brightness of part or the animation of described background image portion.
10. according to the device according to any one of claim 6 to 9, it is characterised in that described face
Expression information includes one below:
Happy emotion information, sad emotion information or tranquil emotion information.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610237233.2A CN105931178A (en) | 2016-04-15 | 2016-04-15 | Image processing method and device |
| PCT/CN2016/101877 WO2017177634A1 (en) | 2016-04-15 | 2016-10-12 | Image processing method and apparatus, and electronic device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610237233.2A CN105931178A (en) | 2016-04-15 | 2016-04-15 | Image processing method and device |
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| CN105931178A true CN105931178A (en) | 2016-09-07 |
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| CN201610237233.2A Pending CN105931178A (en) | 2016-04-15 | 2016-04-15 | Image processing method and device |
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| CN (1) | CN105931178A (en) |
| WO (1) | WO2017177634A1 (en) |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN106339694A (en) * | 2016-09-14 | 2017-01-18 | 北京金山安全软件有限公司 | Image processing method and device and electronic equipment |
| CN106599824A (en) * | 2016-12-09 | 2017-04-26 | 厦门大学 | GIF cartoon emotion identification method based on emotion pairs |
| WO2017177634A1 (en) * | 2016-04-15 | 2017-10-19 | 乐视控股（北京）有限公司 | Image processing method and apparatus, and electronic device |
| CN107403149A (en) * | 2017-07-17 | 2017-11-28 | 广东欧珀移动通信有限公司 | Iris identification method and related product |
| CN108334806A (en) * | 2017-04-26 | 2018-07-27 | 腾讯科技（深圳）有限公司 | Image processing method, device and electronic equipment |
| CN108537749A (en) * | 2018-03-29 | 2018-09-14 | 广东欧珀移动通信有限公司 | Image processing method, device, mobile terminal and computer readable storage medium |
| CN108875670A (en) * | 2018-06-28 | 2018-11-23 | 咪咕动漫有限公司 | Information processing method, device and storage medium |
| CN110264544A (en) * | 2019-05-30 | 2019-09-20 | 腾讯科技（深圳）有限公司 | Image processing method and device, storage medium and electronic device |
| WO2020015470A1 (en) * | 2018-07-16 | 2020-01-23 | Oppo广东移动通信有限公司 | Image processing method and apparatus, mobile terminal, and computer-readable storage medium |
| CN112330579A (en) * | 2020-10-30 | 2021-02-05 | 中国平安人寿保险股份有限公司 | Video background replacing method and device, computer equipment and computer readable medium |
| CN112581417A (en) * | 2020-12-14 | 2021-03-30 | 深圳市众采堂艺术空间设计有限公司 | Facial expression obtaining, modifying and imaging system and method |
| CN115309988A (en) * | 2022-08-10 | 2022-11-08 | 武汉圣男品牌管理有限公司 | Method, system and storage medium for matching webpage search content |
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| CN109299639B (en) * | 2017-07-25 | 2021-03-16 | 虹软科技股份有限公司 | Method and device for facial expression recognition |
| CN109934766B (en) | 2019-03-06 | 2021-11-30 | 北京市商汤科技开发有限公司 | Image processing method and device |
| CN110175515B (en) * | 2019-04-15 | 2022-11-29 | 成都大数汇聚科技有限公司 | Face recognition algorithm based on big data |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| WO2017177634A1 (en) * | 2016-04-15 | 2017-10-19 | 乐视控股（北京）有限公司 | Image processing method and apparatus, and electronic device |
| CN106339694A (en) * | 2016-09-14 | 2017-01-18 | 北京金山安全软件有限公司 | Image processing method and device and electronic equipment |
| CN106599824A (en) * | 2016-12-09 | 2017-04-26 | 厦门大学 | GIF cartoon emotion identification method based on emotion pairs |
| CN106599824B (en) * | 2016-12-09 | 2019-06-14 | 厦门大学 | A kind of GIF animation emotion identification method based on emotion pair |
| CN108334806A (en) * | 2017-04-26 | 2018-07-27 | 腾讯科技（深圳）有限公司 | Image processing method, device and electronic equipment |
| CN108334806B (en) * | 2017-04-26 | 2021-12-14 | 腾讯科技（深圳）有限公司 | Image processing method and device and electronic equipment |
| CN107403149A (en) * | 2017-07-17 | 2017-11-28 | 广东欧珀移动通信有限公司 | Iris identification method and related product |
| WO2019015402A1 (en) * | 2017-07-17 | 2019-01-24 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Method for iris recognition and related products |
| US10810422B2 (en) | 2017-07-17 | 2020-10-20 | Guangdong Oppo Mobile Telecommunications Corp., Ltd. | Method for iris recognition and related products |
| CN108537749A (en) * | 2018-03-29 | 2018-09-14 | 广东欧珀移动通信有限公司 | Image processing method, device, mobile terminal and computer readable storage medium |
| CN108875670A (en) * | 2018-06-28 | 2018-11-23 | 咪咕动漫有限公司 | Information processing method, device and storage medium |
| WO2020015470A1 (en) * | 2018-07-16 | 2020-01-23 | Oppo广东移动通信有限公司 | Image processing method and apparatus, mobile terminal, and computer-readable storage medium |
| CN110264544A (en) * | 2019-05-30 | 2019-09-20 | 腾讯科技（深圳）有限公司 | Image processing method and device, storage medium and electronic device |
| CN110264544B (en) * | 2019-05-30 | 2023-08-25 | 腾讯科技（深圳）有限公司 | Picture processing method and device, storage medium and electronic device |
| CN112330579A (en) * | 2020-10-30 | 2021-02-05 | 中国平安人寿保险股份有限公司 | Video background replacing method and device, computer equipment and computer readable medium |
| CN112581417A (en) * | 2020-12-14 | 2021-03-30 | 深圳市众采堂艺术空间设计有限公司 | Facial expression obtaining, modifying and imaging system and method |
| CN115309988A (en) * | 2022-08-10 | 2022-11-08 | 武汉圣男品牌管理有限公司 | Method, system and storage medium for matching webpage search content |
| CN115309988B (en) * | 2022-08-10 | 2023-07-07 | 上海迪塔班克数据科技有限公司 | Webpage search content matching method, system and storage medium |
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| Publication number | Publication date |
|---|---|
| WO2017177634A1 (en) | 2017-10-19 |
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Application publication date: 20160907 |