CN109919016A - A kind of method and device generating human face expression on the object of no face's organ - Google Patents

A kind of method and device generating human face expression on the object of no face's organ Download PDF

Info

Publication number
CN109919016A
CN109919016A CN201910081812.6A CN201910081812A CN109919016A CN 109919016 A CN109919016 A CN 109919016A CN 201910081812 A CN201910081812 A CN 201910081812A CN 109919016 A CN109919016 A CN 109919016A
Authority
CN
China
Prior art keywords
face
organ
feature
model
shape
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201910081812.6A
Other languages
Chinese (zh)
Other versions
CN109919016B (en
Inventor
不公告发明人
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Wuhan Entra Information Technology Co Ltd
Original Assignee
Wuhan Entra Information Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Wuhan Entra Information Technology Co Ltd filed Critical Wuhan Entra Information Technology Co Ltd
Priority to CN201910081812.6A priority Critical patent/CN109919016B/en
Publication of CN109919016A publication Critical patent/CN109919016A/en
Application granted granted Critical
Publication of CN109919016B publication Critical patent/CN109919016B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Processing Or Creating Images (AREA)

Abstract

The present invention relates to a kind of on the object of no face's organ generates the method and device of human face expression, and wherein method includes: to choose pending area on the surface of the data model of characterization object;Face's organ model of characterization face's organ is generated in the pending area;Face organ model of the migration human face expression to the generation.The technical solution that the embodiment of the present invention proposes, to assign the object without face's organ with anthropomorphic countenance, has widened the application scenarios of human face expression simulation, has enhanced user experience by forming human face expression on the data model of object of the characterization without face's organ.

Description

A kind of method and device generating human face expression on the object of no face's organ
Technical field
The invention belongs to technical field of image processing, and in particular to a kind of that face table is generated on the object of no face's organ The method and device of feelings.
Background technique
Facial expression recognition and human face expression migration are technologies relatively conventional at present, on this basis, quasi- in order to reach People's effect also occurs assigning expression to animal or migrates the application of expression.The common point of these above-mentioned technologies all passes through The technologies such as Expression Recognition, expression migration generate expression based on existing face, and application scenarios are limited, and user experience is poor.
Summary of the invention
Expression is generated to solve above-mentioned needs on existing face causes application scenarios limited, and user experience is poor Technical problem, the embodiment of the present invention propose a kind of method and device that human face expression is generated on the object of no face's organ.
On the one hand, a kind of method that human face expression is generated on the object of no face's organ is provided, comprising:
On the surface of the data model of characterization object, pending area is chosen;
Face's organ model of characterization face's organ is generated in the pending area;
Face organ model of the migration human face expression to the generation.
In certain embodiments, the method also includes:
Obtain the data model of characterization subject surface shape;
Obtain the primary data feature of face's organ model of characterization face's organ to be generated;
The primary data feature includes that the shape feature of face's organ, the position feature of face's organ and human face expression are special Sign, the three-dimensional shape of shape feature characterization face's organ of face's organ, the position feature of face's organ characterize face's organ institute Position, human face expression characteristic present human face expression.
In certain embodiments, the surface of the data model in characterization object, chooses pending area, comprising:
Traverse the shape on the data model surface obtained, it is determined whether there is the shape for the shape feature for meeting face's organ Shape;
If it is present pending area is chosen in the region where the shape based on the shape feature for meeting face's organ;
If it does not exist, then choosing pending area on the surface of data model;
Face's organ model that characterization face's organ is generated in the pending area, comprising:
The position feature of shape feature and face's organ based on face's organ generates face in the pending area Portion's organ model, wherein if there is the shape for the shape feature for meeting face's organ, then it is special in the shape for meeting face's organ The corresponding face's organ model of Area generation where the shape of sign.
In certain embodiments, the method also includes:
Obtain the data model of characterization subject surface pattern;
Obtain the primary data feature of face's organ model of characterization face's organ to be generated;
The primary data feature includes that the contour feature of face's organ, the position feature of face's organ and human face expression are special Sign, the face profile of contour feature characterization face's organ of face's organ, the position feature of face's organ characterize face's organ institute Position, human face expression characteristic present human face expression.
In certain embodiments, the surface of the data model in characterization object, chooses pending area, comprising:
Traverse the pattern on the data model surface obtained, it is determined whether there is the figure for the contour feature for meeting face's organ Case;
If it is present pending area is chosen in the region where the pattern based on the contour feature for meeting face's organ;
If it does not exist, then choosing pending area on the surface of data model;
Face's organ model that characterization face's organ is generated in the pending area, comprising:
The position feature of contour feature and face's organ based on face's organ generates face in the pending area Portion's organ model, wherein if there is the pattern for the contour feature for meeting face's organ, then it is special in the profile for meeting face's organ The corresponding face's organ model of Area generation where the pattern of sign.
In certain embodiments, the data model also additionally characterizes material texture, gloss and the color of subject surface One of or it is a variety of.
In certain embodiments, the primary data feature further includes the color characteristic of face's organ, described to be processed When Area generation face organ model, also additionally the color characteristic based on face's organ generates face's organ model.
On the other hand, a kind of device that human face expression is generated on the object of no face's organ is additionally provided, comprising:
Pending area chooses component, for the surface of the data model in characterization object, chooses pending area;
Face's organ model generating unit, for generating face's organ mould of characterization face's organ in the pending area Type;
Human face expression migrates component, face's organ model for migrating human face expression to the generation.
In certain embodiments, described device further include:
Data model obtaining widget, for obtaining the data model of characterization subject surface shape or pattern;
Primary data feature obtaining widget, for obtaining the initial of the face's organ model for characterizing face's organ to be generated Data characteristics;
The primary data feature includes the shape of face's organ or the position feature and face of contour feature, face's organ Expressive features, the three-dimensional shape or face profile of shape or contour feature characterization face's organ of face's organ, face's organ Position feature characterizes the position where face's organ, human face expression characteristic present human face expression.
In certain embodiments, described device realizes such as preceding described in any item methods.
In certain embodiments, the pending area chooses component on the surface of the data model of characterization object, chooses Pending area, comprising:
Traverse the shape on the data model surface obtained, it is determined whether there is the shape for the shape feature for meeting face's organ Shape;
If it is present pending area is chosen in the region where the shape based on the shape feature for meeting face's organ;
If it does not exist, then choosing pending area on the surface of data model;
Face's organ model generating unit generates face's organ mould of characterization face's organ in the pending area Type, comprising:
The position feature of shape feature and face's organ based on face's organ generates face in the pending area Portion's organ model, wherein if there is the shape for the shape feature for meeting face's organ, then it is special in the shape for meeting face's organ The corresponding face's organ model of Area generation where the shape of sign.
In certain embodiments, the pending area chooses component on the surface of the data model of characterization object, chooses Pending area, comprising:
Traverse the pattern on the data model surface obtained, it is determined whether there is the figure for the contour feature for meeting face's organ Case;
If it is present pending area is chosen in the region where the pattern based on the contour feature for meeting face's organ;
If it does not exist, then choosing pending area on the surface of data model;
Face's organ model generating unit generates face's organ mould of characterization face's organ in the pending area Type, comprising:
The position feature of contour feature and face's organ based on face's organ generates face in the pending area Portion's organ model, wherein if there is the pattern for the contour feature for meeting face's organ, then it is special in the profile for meeting face's organ The corresponding face's organ model of Area generation where the pattern of sign.
In certain embodiments, the data model also additionally characterizes material texture, gloss and the color of subject surface One of or it is a variety of.
In certain embodiments, the primary data feature further includes the color characteristic of face's organ, described to be processed When Area generation face organ model, also additionally the color characteristic based on face's organ generates face's organ model.
The embodiment of the present invention propose on the object of no face's organ generate human face expression method and device, by The face's organ model for simulating characterization face's organ on the data model of the object without face's organ is characterized, is recycled existing Human face expression is given to the face's organ model simulated, by data model and face's organ by human face expression migrating technology Model realization personification effect expresses personage's mood.Therefore, the technical solution that the embodiment of the present invention proposes is by characterizing without face Human face expression is formed on the data model of the object of organ, to assign the object without face's organ with anthropomorphic countenance, is opened up The wide application scenarios of human face expression simulation, enhance user experience.
Detailed description of the invention
Fig. 1 is the process for the method that human face expression is generated on the object of no face's organ that the embodiment of the present invention proposes Figure;
Fig. 2 is that the structure for the device that human face expression is generated on the object of no face's organ that the embodiment of the present invention proposes is shown It is intended to.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with specific embodiment, and reference Attached drawing, the present invention is described in more detail.But as known to those skilled in the art, the invention is not limited to attached drawings and following reality Apply example.
The embodiment of the present invention proposes a kind of method that human face expression is generated on the object of no face's organ, such as Fig. 1 institute Show, comprising:
On the surface of the data model of characterization object, pending area is chosen;
Face's organ model of characterization face's organ is generated in the pending area;
Face organ model of the migration human face expression to the generation.
In embodiments of the present invention, the object for no face's organ object.The embodiment of the present invention propose in no face The method that human face expression is generated on the object of portion's organ, by being simulated on the data model of object of the characterization without face's organ The face's organ model for characterizing face's organ, recycles existing human face expression migrating technology, human face expression is given to simulation Face's organ model out realizes anthropomorphic effect by data model and face's organ model, expresses personage's mood.Therefore, originally Inventive embodiments propose technical solution by characterization the object without face's organ data model on form human face expression, To assign the object without face's organ with anthropomorphic countenance, the application scenarios of human face expression simulation are widened, user is enhanced Experience.
In one embodiment, the object can be with the three-dimensional structure (three-dimensional structure and irregular including rule Three-dimensional structure) the object without face's organ, the data model can characterize the shape of subject surface.
In another embodiment, the object can be with two-dimensional structure (including regular two-dimensional structure and irregularly Two-dimensional structure) the object without face's organ, the data model can characterize the pattern of subject surface.
In one embodiment, the data model can also characterize the material texture of subject surface, with the matter of expressive object Sense, further enhances user experience.
In one embodiment, the data model can also characterize the gloss of subject surface, enhance the smart of expression, mention The visual experience of high user.
In one embodiment, the data model can also characterize the color of subject surface, improve reduction degree and user Visual experience.
In one embodiment, the surface of the data model can also render color according to the demand of user, for example, The colouring of face's organ model, or be other regions colouring except face's organ, so that the expressive force of abundant data model, increases Strong user experience.
In one embodiment, the object can be the object that the data model selected from database has been built up.
In another embodiment, the object can be material object, and it is described right that characterization is constructed using existing modeling technique The data model of elephant, such as 3DMAX, SoftImage, Maya, UG, AutoCAD etc., detail are not detailed.
In one embodiment, on the surface of the data model of characterization object, pending area is chosen, it can be in data model Any position on surface choose the pending area.
In another embodiment, on the surface of the data model of characterization object, pending area is chosen, it can be in data mould The region that the surface search and face's organ of type match, and the pending area is chosen based on this region, be conducive to The matching degree for improving the face's organ model and data model surface that are subsequently generated, increases the harmony between human face expression and object Sense.
In one embodiment, the surface includes plane, and the plane based on data model provides the pending area.? In one embodiment, the plane includes that curvature is less than 2m-1All planes.In one embodiment, the plane includes pixel number It is more than or equal to the plane of 200*200 according to amount.
In one embodiment, face's organ model is generated in the pending area, can face's organ based on people, Face's organ of animal or the face's organ for fabricating image generate face's organ model.The imaginary image may include But the imaginary image with face's organ come out such as be not limited to cartoon character.
In one embodiment, face's organ includes at least eyes, and face's organ may be used also in addition to comprising eyes To include one or more of nose, mouth, eyebrow and ear.In one embodiment, face's organ includes eyes and nose Son.
In one embodiment, the human face expression can be selected from Facial expression database.
In another embodiment, the human face expression can be known using based on realistic individual face using existing human face expression Other technology obtains, and detail is not detailed.
In embodiments of the present invention, the technology of the migration human face expression can migrate skill using existing human face expression Art, detail are not detailed.
The embodiment of the present invention proposes a kind of device that expression simulation is carried out on the object of no face's organ, such as Fig. 2 institute Show, comprising:
Pending area chooses component, for the surface of the data model in characterization object, chooses pending area;
Face's organ model generating unit, for generating face's organ mould of characterization face's organ in the pending area Type;
Human face expression migrates component, face's organ model for migrating human face expression to the generation.
In embodiments of the present invention, the object for no face's organ object.The embodiment of the present invention propose in no face The device that expression simulation is carried out on the object of portion's organ, by being simulated on the data model of object of the characterization without face's organ The face's organ model for characterizing face's organ, recycles existing human face expression migrating technology, human face expression is given to simulation Face's organ model out realizes anthropomorphic effect by data model and face's organ model, expresses personage's mood.Therefore, originally Inventive embodiments propose technical solution by characterization the object without face's organ data model on form human face expression, To assign the object without face's organ with anthropomorphic countenance, the application scenarios of human face expression simulation are widened, user is enhanced Experience.
The device that expression simulation is carried out on the object of no face's organ that the embodiment of the present invention proposes, can refer to the present invention Embodiment proposes a kind of description of method that expression simulation is carried out on the object of no face's organ, to save length, no longer It repeats.
It is right below by taking a kind of object for no face's organ that the embodiment of the present invention proposes generates the method for human face expression as an example The technical solution that the embodiment of the present invention proposes carries out exemplary description, but does not constitute the limit to the claim of this application protection scope System.Those skilled in the art according to the descriptions of following embodiments, could be aware that the embodiment of the present invention proposes without face's organ Object generates the implementation of the device of human face expression, to save length, pair without face's organ that the embodiment of the present invention proposes Related content as generating the device of human face expression does not repeat them here.
Embodiment 1:
In the present embodiment, by the object have three-dimensional structure for, exemplary illustration the present embodiment propose in nothing The embodiment of the method for human face expression is generated on the object of face's organ.
A kind of method that human face expression is generated on the object of no face's organ that the present embodiment proposes, comprising:
Obtain the data model of characterization subject surface shape;
The primary data feature of face's organ model of characterization face's organ to be generated is obtained, primary data feature includes The shape feature of the shape feature of face's organ, the position feature of face's organ and human face expression feature, face's organ characterizes face The three-dimensional shape of portion's organ, the position where position feature characterization face's organ of face's organ, human face expression mark sheet traveller on a long journey Face expression;
Traverse the shape on the data model surface obtained, it is determined whether there is the shape for the shape feature for meeting face's organ Shape;
If it is present pending area is chosen in the region where the shape based on the shape feature for meeting face's organ; The position feature of shape feature and face's organ based on face's organ generates face's organ mould in the pending area Type, wherein the corresponding face's organ model of Area generation where meeting the shape of shape feature of face's organ;Migration institute State human face expression feature to the generation face's organ model;
If it does not exist, then choosing pending area on the surface of data model;Shape based on face's organ is special It seeks peace the position feature of face's organ, generates face's organ model in the pending area;Migrate the human face expression feature To face's organ model of the generation.
In one embodiment, the primary data feature further includes the color characteristic of face's organ, in the pending district When domain generates face's organ model, also additionally the color characteristic based on face's organ generates face's organ model, thus abundant The expressive force of data model enhances user experience.
The method that human face expression is generated on the object of no face's organ that the present embodiment proposes, by data model The region that surface search and the shape of face's organ match, and the pending area is chosen based on this region, rationally Using the shape on data model surface, be conducive to the matching for improving the face's organ model and data model surface that are subsequently generated Degree increases the harmonious feeling between human face expression and the data model for characterizing object.
Embodiment 2:
In the present embodiment, by the object have two-dimensional structure for, exemplary illustration the present embodiment propose in nothing The embodiment of the method for human face expression is generated on the object of face's organ.
A kind of method that human face expression is generated on the object of no face's organ that the present embodiment proposes, comprising:
Obtain the data model of characterization subject surface pattern;
The primary data feature of face's organ model of characterization face's organ to be generated is obtained, primary data feature includes The contour feature of the contour feature of face's organ, the position feature of face's organ and human face expression feature, face's organ characterizes face The face profile of portion's organ, the position where position feature characterization face's organ of face's organ, human face expression mark sheet traveller on a long journey Face expression;
Traverse the pattern on the data model surface obtained, it is determined whether there is the figure for the contour feature for meeting face's organ Case;
If it is present pending area is chosen in the region where the pattern based on the contour feature for meeting face's organ; The position feature of contour feature and face's organ based on face's organ generates face's organ mould in the pending area Type, wherein the corresponding face's organ model of Area generation where meeting the pattern of contour feature of face's organ;Migration institute State human face expression feature to the generation face's organ model;
If it does not exist, then choosing pending area on the surface of data model;Profile based on face's organ is special It seeks peace the position feature of face's organ, generates face's organ model in the pending area;Migrate the human face expression feature To face's organ model of the generation.
In one embodiment, the primary data feature further includes the color characteristic of face's organ, in the pending district When domain generates face's organ model, also additionally the color characteristic based on face's organ generates face's organ model, thus abundant The expressive force of data model enhances user experience.
The method that human face expression is generated on the object of no face's organ that the present embodiment proposes, by data model The region that the pattern of surface search and face's organ matches, and the pending area is chosen based on this region, rationally Using the pattern on data model surface, be conducive to the matching for improving the face's organ model and data model surface that are subsequently generated Degree increases the harmonious feeling between human face expression and the data model for characterizing object.
Embodiment 3:
In the present embodiment, with the object have three-dimensional structure, and surface have material texture for, exemplary illustration The embodiment for the method that human face expression is generated on the object of no face's organ that the present embodiment proposes.
A kind of method that human face expression is generated on the object of no face's organ that the present embodiment proposes, comprising:
Obtain the data model of characterization subject surface shape and material texture;
The primary data feature of face's organ model of characterization face's organ to be generated is obtained, primary data feature includes The shape feature of the shape feature of face's organ, the position feature of face's organ and human face expression feature, face's organ characterizes face The three-dimensional shape of portion's organ, the position where position feature characterization face's organ of face's organ, human face expression mark sheet traveller on a long journey Face expression;
Traverse the shape on the data model surface obtained, it is determined whether there is the shape for the shape feature for meeting face's organ Shape;
If it is present pending area is chosen in the region where the shape based on the shape feature for meeting face's organ; The position feature of shape feature and face's organ based on face's organ generates face's organ mould in the pending area Type, wherein the corresponding face's organ model of Area generation where meeting the shape of shape feature of face's organ;Migration institute State human face expression feature to the generation face's organ model;
If it does not exist, then choosing pending area on the surface of data model;Shape based on face's organ is special It seeks peace the position feature of face's organ, generates face's organ model in the pending area;Migrate the human face expression feature To face's organ model of the generation.
In an alternative em bodiment, data model in addition to characterize subject surface shape, can also in data model table Levy out the gloss and/or color of subject surface.
In one embodiment, shape of the data model in addition to characterizing subject surface, can also symbolize in data model The material texture and gloss of subject surface perhaps symbolize the material texture of subject surface and color or symbolize Object table Material texture, gloss and the color in face.
The method that human face expression is generated on the object of no face's organ that the present embodiment proposes, by subject surface Further the material texture and/or gloss of subject surface are incorporated in data model on the basis of shape, can vivo be showed The texture of object out enhances the smart of expression, improves the visual experience of user, enhances user experience.
Embodiment 4:
In the present embodiment, with the object have two-dimensional structure, and surface have material texture for, exemplary illustration The embodiment for the method that human face expression is generated on the object of no face's organ that the present embodiment proposes.
A kind of method that human face expression is generated on the object of no face's organ that the present embodiment proposes, comprising:
Obtain the data model of characterization subject surface pattern and material texture;
The primary data feature of face's organ model of characterization face's organ to be generated is obtained, primary data feature includes The contour feature of the contour feature of face's organ, the position feature of face's organ and human face expression feature, face's organ characterizes face The face profile of portion's organ, the position where position feature characterization face's organ of face's organ, human face expression mark sheet traveller on a long journey Face expression;
Traverse the pattern on the data model surface obtained, it is determined whether there is the figure for the contour feature for meeting face's organ Case;
If it is present pending area is chosen in the region where the pattern based on the contour feature for meeting face's organ; The position feature of contour feature and face's organ based on face's organ generates face's organ mould in the pending area Type, wherein the corresponding face's organ model of Area generation where meeting the pattern of contour feature of face's organ;Migration institute State human face expression feature to the generation face's organ model;
If it does not exist, then choosing pending area on the surface of data model;Profile based on face's organ is special It seeks peace the position feature of face's organ, generates face's organ model in the pending area;Migrate the human face expression feature To face's organ model of the generation.
In an alternative em bodiment, data model in addition to characterize subject surface pattern, can also in data model table Levy out the gloss and/or color of subject surface.
In one embodiment, pattern of the data model in addition to characterizing subject surface, can also symbolize in data model The material texture and gloss of subject surface perhaps symbolize the material texture of subject surface and color or symbolize Object table Material texture, gloss and the color in face.
The method that human face expression is generated on the object of no face's organ that the present embodiment proposes, by subject surface Further the material texture and/or gloss of subject surface are incorporated in data model on the basis of pattern, can vivo be showed The texture of object out enhances the smart of expression, improves the visual experience of user, enhances user experience.
Embodiment 5:
In the present embodiment, by taking face's organ includes eyes and nose as an example, exemplary illustration the present embodiment propose The embodiment of the method for human face expression is generated on the object of no face's organ.
A kind of method that human face expression is generated on the object of no face's organ that the present embodiment proposes, comprising:
The surface of the data model of traversal characterization object, the shape or pattern that search matches with eyes or nose;
If searching the shape to match with eyes or pattern, such as there are two the close elemental areas of area to be more than The facet of 30*30, or the elemental area that has two panels to be closely located to are more than the leaf of 30*30, then based on matching with eyes Shape or pattern where region choose pending area, the region where the shape to match with eyes or pattern is raw At eye model, and the nose model with relative positional relationship is generated according to the position where the eye model;Based on eye Eyeball model and nose model optionally generate other face's organ model (such as mouth, ear and eyebrows with relative positional relationship One or more of hair);
If search the shape to match with nose or pattern, for example, a special-shaped cube angle outstanding shape With nose match or an ellipsoid on there is an edge outstanding, and the shape of edge matches with nose, then be based on Choose pending area, the shape to match with nose or pattern institute in region where shape or pattern that nose matches Area generation nose model, and according to where the nose position generate have relative positional relationship eye model; Based on nose model and eye model, other face's organ model (such as mouths, ear with relative positional relationship are optionally generated Piece and one or more of eyebrow);
If searching the shape to match with eyes and nose or pattern respectively, such as the pixel for thering is two panels to be closely located to Area is more than the floral leaf of 30*30, and has a flower thorn on the spray below two panels floral leaf, and spends the shape of thorn and nose phase Match, then pending area is chosen based on the region where the shape or pattern to match with eyes and nose, it is described with eyes phase Area generation eye model where matched shape or pattern, the region where the shape to match with nose or pattern Generate nose model;Based on eye model and nose model, other face's organs with relative positional relationship are optionally generated Model (such as one or more of mouth, ear and eyebrow);
Migrate the human face expression feature to the generation face's organ model, for example, in human face expression feature about The feature of eyes moves to the eye model of generation, moves to the nose mould of generation in human face expression feature about the feature of nose Type, if also generating mouth model, the feature in human face expression feature about mouth moves to the mouth model of generation.
In one embodiment, shape or pattern of the data model in addition to characterizing subject surface, can also symbolize Object table One of material texture, gloss and the color in face are a variety of.
In one embodiment, the method also includes carrying out colouring operation to face's organ model of generation, this step can It, can also be after migration step, so that the expressive force of abundant data model, enhances user experience with before migration step.
The embodiment of the present invention also proposes a kind of computer readable storage medium, is stored with the computer journey for executing preceding method Sequence.
The embodiment of the present invention also proposes a kind of computer equipment, including what is be connected to the processor on processor and operation Above-mentioned computer readable storage medium, the processor operation execute the computer program in computer-readable medium.
It will be understood by those skilled in the art that in flow charts indicate or logic described otherwise above herein and/or Step may be embodied in and appoint for example, being considered the order list of the executable instruction for realizing logic function In what computer-readable medium, for instruction execution system, device or equipment (such as computer based system including processor System or other can be from instruction execution system, device or equipment instruction fetch and the system executed instruction) use, or combine this A little instruction execution systems, device or equipment and use.For the purpose of this specification, " computer-readable medium " can be it is any can be with Include, store, communicate, propagate, or transport program is for instruction execution system, device or equipment or in conjunction with these instruction execution systems System, device or equipment and the device used.
The more specific example (non-exhaustive list) of computer-readable medium include the following: there are one or more wirings Electrical connection section (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory (ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable optic disk is read-only deposits Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other are suitable Medium, because can then be edited, be interpreted or when necessary with it for example by carrying out optical scanner to paper or other media His suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene Programmable gate array (FPGA) etc..
In the description of this specification, term " includes " and its various variants are construed as open-ended term, meaning Taste " including but not limited to ".Term "based" is construed as " being based at least partially on ".A reference term " implementation The description of example ", " some embodiments ", " example ", " specific example " or " some examples " etc. means to combine the embodiment or example Particular features, structures, materials, or characteristics described are included at least one embodiment or example of the invention.In this explanation In book, schematic expression of the above terms be may not refer to the same embodiment or example.Moreover, the specific spy of description Sign, structure, material or feature can be combined in any suitable manner in any one or more of the embodiments or examples.
More than, embodiments of the present invention are illustrated.But the present invention is not limited to above embodiment.It is all Within the spirit and principles in the present invention, any modification, equivalent substitution, improvement and etc. done should be included in guarantor of the invention Within the scope of shield.

Claims (10)

1. a kind of method for generating human face expression on the object of no face's organ characterized by comprising
On the surface of the data model of characterization object, pending area is chosen;
Face's organ model of characterization face's organ is generated in the pending area;
Face organ model of the migration human face expression to the generation.
2. the method according to claim 1, wherein the method also includes:
Obtain the data model of characterization subject surface shape;
Obtain the primary data feature of face's organ model of characterization face's organ to be generated;
The primary data feature includes the shape feature of face's organ, the position feature of face's organ and human face expression feature, The three-dimensional shape of shape feature characterization face's organ of face's organ, the position feature of face's organ characterize where face's organ Position, human face expression characteristic present human face expression.
3. according to the method described in claim 2, it is characterized in that, the surface of the data model in characterization object, chooses Pending area, comprising:
Traverse the shape on the data model surface obtained, it is determined whether there is the shape for the shape feature for meeting face's organ;
If it is present pending area is chosen in the region where the shape based on the shape feature for meeting face's organ;
If it does not exist, then choosing pending area on the surface of data model;
Face's organ model that characterization face's organ is generated in the pending area, comprising:
The position feature of shape feature and face's organ based on face's organ generates face's device in the pending area Official's model, wherein then meeting the shape feature of face's organ if there is the shape for the shape feature for meeting face's organ The corresponding face's organ model of Area generation where shape.
4. the method according to claim 1, wherein the method also includes:
Obtain the data model of characterization subject surface pattern;
Obtain the primary data feature of face's organ model of characterization face's organ to be generated;
The primary data feature includes the contour feature of face's organ, the position feature of face's organ and human face expression feature, The face profile of contour feature characterization face's organ of face's organ, the position feature of face's organ characterize where face's organ Position, human face expression characteristic present human face expression.
5. according to the method described in claim 4, it is characterized in that, the surface of the data model in characterization object, chooses Pending area, comprising:
Traverse the pattern on the data model surface obtained, it is determined whether there is the pattern for the contour feature for meeting face's organ;
If it is present pending area is chosen in the region where the pattern based on the contour feature for meeting face's organ;
If it does not exist, then choosing pending area on the surface of data model;
Face's organ model that characterization face's organ is generated in the pending area, comprising:
The position feature of contour feature and face's organ based on face's organ generates face's device in the pending area Official's model, wherein then meeting the contour feature of face's organ if there is the pattern for the contour feature for meeting face's organ The corresponding face's organ model of Area generation where pattern.
6. method according to claim 2 or 4, which is characterized in that the data model also additionally characterizes subject surface One of material texture, gloss and color or a variety of.
7. the method according to claim 3 or 5, which is characterized in that the primary data feature further includes face's organ Color characteristic, when the pending area generates face's organ model, also additionally the color characteristic based on face's organ is raw At face's organ model.
8. a kind of device for generating human face expression on the object of no face's organ characterized by comprising
Pending area chooses component, for the surface of the data model in characterization object, chooses pending area;
Face's organ model generating unit, for generating face's organ model of characterization face's organ in the pending area;
Human face expression migrates component, face's organ model for migrating human face expression to the generation.
9. device according to claim 8, which is characterized in that described device further include:
Data model obtaining widget, for obtaining the data model of characterization subject surface shape or pattern;
Primary data feature obtaining widget, the primary data of face's organ model for obtaining characterization face's organ to be generated Feature;
The primary data feature includes the shape of face's organ or the position feature and human face expression of contour feature, face's organ Feature, the three-dimensional shape or face profile of shape or contour feature characterization face's organ of face's organ, the position of face's organ Position where characteristic present face organ, human face expression characteristic present human face expression.
10. device according to claim 9, which is characterized in that described device is realized as any in claim 3,5 to 7 Method described in.
CN201910081812.6A 2019-01-28 2019-01-28 Method and device for generating facial expression on object without facial organs Active CN109919016B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910081812.6A CN109919016B (en) 2019-01-28 2019-01-28 Method and device for generating facial expression on object without facial organs

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910081812.6A CN109919016B (en) 2019-01-28 2019-01-28 Method and device for generating facial expression on object without facial organs

Publications (2)

Publication Number Publication Date
CN109919016A true CN109919016A (en) 2019-06-21
CN109919016B CN109919016B (en) 2020-11-03

Family

ID=66961028

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910081812.6A Active CN109919016B (en) 2019-01-28 2019-01-28 Method and device for generating facial expression on object without facial organs

Country Status (1)

Country Link
CN (1) CN109919016B (en)

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101604387A (en) * 2008-06-11 2009-12-16 索尼株式会社 Image processing apparatus and image processing method
CN103516951A (en) * 2012-06-22 2014-01-15 卡西欧计算机株式会社 Image creating device and image creating method
CN104157001A (en) * 2014-08-08 2014-11-19 中科创达软件股份有限公司 Method and device for drawing head caricature
CN104205171A (en) * 2012-04-09 2014-12-10 英特尔公司 System and method for avatar generation, rendering and animation
WO2015057733A1 (en) * 2013-10-14 2015-04-23 Fuhu, Inc. Widgetized avatar and a method and system of creating and using same
CN105374055A (en) * 2014-08-20 2016-03-02 腾讯科技(深圳)有限公司 Image processing method and device
CN106104633A (en) * 2014-03-19 2016-11-09 英特尔公司 Facial expression and/or the mutual incarnation apparatus and method driving
CN106204698A (en) * 2015-05-06 2016-12-07 北京蓝犀时空科技有限公司 Virtual image for independent assortment creation generates and uses the method and system of expression
WO2017003031A1 (en) * 2015-06-29 2017-01-05 김영자 Method for providing lifelike avatar emoticon-based ultralight data animation creation system, and terminal device providing lifelike avatar emoticon for implementing same
CN106599817A (en) * 2016-12-07 2017-04-26 腾讯科技(深圳)有限公司 Face replacement method and device
CN107852533A (en) * 2015-07-14 2018-03-27 三星电子株式会社 Three-dimensional content generating means and its three-dimensional content generation method
CN108171789A (en) * 2017-12-21 2018-06-15 迈吉客科技(北京)有限公司 A kind of virtual image generation method and system
WO2019005182A1 (en) * 2017-06-30 2019-01-03 Tobii Ab Systems and methods for displaying images in a virtual world environment
CN109173263A (en) * 2018-08-31 2019-01-11 腾讯科技(深圳)有限公司 A kind of image processing method and device

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101604387A (en) * 2008-06-11 2009-12-16 索尼株式会社 Image processing apparatus and image processing method
CN104205171A (en) * 2012-04-09 2014-12-10 英特尔公司 System and method for avatar generation, rendering and animation
CN103516951A (en) * 2012-06-22 2014-01-15 卡西欧计算机株式会社 Image creating device and image creating method
WO2015057733A1 (en) * 2013-10-14 2015-04-23 Fuhu, Inc. Widgetized avatar and a method and system of creating and using same
CN106104633A (en) * 2014-03-19 2016-11-09 英特尔公司 Facial expression and/or the mutual incarnation apparatus and method driving
CN104157001A (en) * 2014-08-08 2014-11-19 中科创达软件股份有限公司 Method and device for drawing head caricature
CN105374055A (en) * 2014-08-20 2016-03-02 腾讯科技(深圳)有限公司 Image processing method and device
CN106204698A (en) * 2015-05-06 2016-12-07 北京蓝犀时空科技有限公司 Virtual image for independent assortment creation generates and uses the method and system of expression
WO2017003031A1 (en) * 2015-06-29 2017-01-05 김영자 Method for providing lifelike avatar emoticon-based ultralight data animation creation system, and terminal device providing lifelike avatar emoticon for implementing same
CN107852533A (en) * 2015-07-14 2018-03-27 三星电子株式会社 Three-dimensional content generating means and its three-dimensional content generation method
CN106599817A (en) * 2016-12-07 2017-04-26 腾讯科技(深圳)有限公司 Face replacement method and device
WO2019005182A1 (en) * 2017-06-30 2019-01-03 Tobii Ab Systems and methods for displaying images in a virtual world environment
CN108171789A (en) * 2017-12-21 2018-06-15 迈吉客科技(北京)有限公司 A kind of virtual image generation method and system
CN109173263A (en) * 2018-08-31 2019-01-11 腾讯科技(深圳)有限公司 A kind of image processing method and device

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
于佳骏: "数据驱动的人像卡通与表情动画生成技术", 《中国优秀硕士学位论文全文数据库 信息科技辑》 *

Also Published As

Publication number Publication date
CN109919016B (en) 2020-11-03

Similar Documents

Publication Publication Date Title
US11688120B2 (en) System and method for creating avatars or animated sequences using human body features extracted from a still image
Liao et al. Tada! text to animatable digital avatars
Zhang et al. Avatarverse: High-quality & stable 3d avatar creation from text and pose
CN107798726B (en) Method and device for manufacturing three-dimensional cartoon
Hahn et al. Sketch abstractions for character posing
CN107797959A (en) System and method for processing facial image and system for animating facial image
CN113850169B (en) Face attribute migration method based on image segmentation and generation countermeasure network
Cheng et al. Cross-modal 3d shape generation and manipulation
CN111950430A (en) Color texture based multi-scale makeup style difference measurement and migration method and system
CN110751733A (en) Method and apparatus for converting 3D scanned object into avatar
Wang et al. Wuju opera cultural creative products and research on visual image under VR technology
CN110443872B (en) Expression synthesis method with dynamic texture details
CN118115642A (en) Three-dimensional digital person generation method, three-dimensional digital person generation device, electronic device, storage medium, and program product
Orvalho et al. Transferring the rig and animations from a character to different face models
Yu et al. On generating realistic avatars: dress in your own style
Yang et al. Binary image carving for 3D printing
CN107103646A (en) A kind of countenance synthesis method and device
Kawai et al. Data-driven speech animation synthesis focusing on realistic inside of the mouth
CN109919016A (en) A kind of method and device generating human face expression on the object of no face's organ
Pawaskar et al. Expression transfer: A system to build 3d blend shapes for facial animation
Lee et al. CartoonModes: Cartoon stylization of video objects through modal analysis
Liu Overview of Artificial Intelligence Painting Development and Some Related Model Application
Chai et al. Efficient mesh-based face beautifier on mobile devices
KR102652652B1 (en) Apparatus and method for generating avatar
CN110751710A (en) Method and apparatus for fitting an accessory object to an avatar

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant