CN104750387A - Information processing method and electronic equipment - Google Patents
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Abstract
The invention discloses an information processing method. The purpose is to solve the technical problem that in the prior art, electronic equipment has low monitoring precision for displayed content. The method includes the steps that through an image collecting unit of electronic equipment, user face image information, in the process of watching first content, within a period of time is obtained through collecting, wherein the first content is displayed through a display unit of the electronic equipment; according to the face image information, the concern degree of a user for the first content is determined. The invention further discloses the corresponding electronic equipment.
Description
Technical field
The present invention relates to field of computer technology, particularly relate to a kind of information processing method and electronic equipment.
Background technology
Along with the progress of science and technology and the flourish of electronics market, intelligent electronic device instead of traditional electronic equipment gradually, and becoming must obligato electronic product, such as smart mobile phone, intelligent television in people's life, PAD (panel computer), etc.
In the prior art, such as when film play by use electronic equipment, electronic equipment can count the playing duration of certain film intelligently, play starting point and suspend the moment, electronic equipment can carry out rough monitoring to the playing process of film, but, in the process play, electronic equipment cannot determine whether user is conscientiously watching this film, such as cannot determine that user is immersing oneself in mobile phone of playing, or chatting with others, or user has left and not in electronic equipment front, etc., that is, although electronic equipment can monitor the playing process of film, but but cannot monitor for the viewing process of user, so that lower for the monitoring precision of movie process.
Visible, in prior art, electronic equipment can only carry out rough monitoring to the procedure for displaying of the content that it shows, and the viewing process of user cannot be known, that is, exist in prior art and cause monitoring the lower technical matters of precision because the monitor mode of electronic equipment to the content that it shows is more traditional.
Summary of the invention
The embodiment of the present invention provides a kind of information processing method and electronic equipment, for solving the technical matters lower to the monitoring precision of the content that it shows of electronic equipment in prior art.
On the one hand, the embodiment of the present invention provides a kind of information processing method, comprising:
The human face image information of user in the process of viewing first content is obtained by the image acquisition units collection of electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment;
According to described human face image information, determine the degree of concern of described user to described first content.
Optionally, according to described human face image information, determine the degree of concern of described user to described first content, specifically comprise:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
Optionally, according to described human face image information, determine the degree of concern of described user to described first content, specifically comprise:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
Optionally, determine described degree of concern according to described at least one personage expression, specifically comprise:
According to described at least one personage expression, determine the expression shape change information of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change information.
Optionally, determine described degree of concern according to described at least one personage expression, specifically comprise:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
Optionally, according to described human face image information, after determining at least one personage expression of described user in the process of the described first content of viewing, described method also comprises:
In the procedure for displaying of described first content, by with partly or entirely carry out Overlapping display with described first content during at least one personage described expresses one's feelings face chart picture corresponding.
Optionally, according to described human face image information, determine that described user is to after the degree of concern of described first content, described method also comprises:
According to described degree of concern, generate statistical information;
Described statistical information is sent to the second electronic equipment.
Optionally, according to described human face image information, determine that described user is to after the degree of concern of described first content, described method also comprises:
According to described degree of concern, adjust the displaying contents of described display unit, or, adjust the output parameter of described electronic equipment.
Optionally, according to described degree of concern, adjust the displaying contents of described display unit, be specially:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
On the other hand, the embodiment of the present invention also provides a kind of electronic equipment, comprising:
Acquisition module, for obtaining the human face image information of user in the process of viewing first content by the image acquisition units collection of described electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment;
Determination module, for according to described human face image information, determines the degree of concern of described user to described first content.
Optionally, described determination module specifically for:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
Optionally, described determination module specifically for:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
Optionally, described determination module, specifically for determining described degree of concern according to described at least one personage expression, is specially:
According to described at least one personage expression, determine the expression shape change information of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change information.
Optionally, described determination module, specifically for determining described degree of concern according to described at least one personage expression, is specially:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
Optionally, described electronic equipment also comprises operational module, for:
Be used for according to described human face image information at described determination module by described display unit, after determining at least one personage expression of described user in the process of the described first content of viewing, in the procedure for displaying of described first content, carry out Overlapping display by with the part or all of and described first content that at least one personage described expresses one's feelings in corresponding facial image.
Optionally, described electronic equipment also comprises generation module and sending module:
Described generation module, for being used for according to described human face image information at described determination module, determines that described user is to after the degree of concern of described first content, according to described degree of concern, generates statistical information;
Described sending module, should to the second electronic equipment for described statistical information being sent.
Optionally, described electronic equipment also comprises adjusting module, for:
Be used for according to described human face image information at described determination module, determine that described user is to after the degree of concern of described first content, according to described degree of concern, adjusts the displaying contents of described display unit, or adjusts the output parameter of described electronic equipment.
Optionally, described adjusting module is used for according to described degree of concern, adjusts the displaying contents of described display unit, is specially:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
In the embodiment of the present invention, the human face image information of user of electronic equipment by collecting, the degree of concern of user to first content can be determined, that is, in the procedure for displaying of first content, electronic equipment not only can be monitored the procedure for displaying of first content, can also monitor the expression of user or action according to the human face image information of user, relative to monitor mode traditional in prior art, electronic equipment can get the effective feedback information of user in real time, thus the precision of monitoring can be improved, and then improve the intelligent and practicality of electronic equipment.
Further, electronic equipment, by watching the monitoring of process to user, can provide a kind of more intelligent man-machine interaction experience for user, thus strengthens the experience of user.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, be briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only the embodiment of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to the accompanying drawing provided.
Fig. 1 is the main flow figure of information processing method in the embodiment of the present invention;
Fig. 2 will express one's feelings cartoon expression based image corresponding with personage and first content carries out the schematic diagram of Overlapping display in the embodiment of the present invention;
Fig. 3 is the primary structure block diagram of electronic equipment in the embodiment of the present invention.
Embodiment
The embodiment of the present invention provides a kind of information processing method, comprising: obtain the human face image information of user in the process of viewing first content by the image acquisition units collection of electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment; According to described human face image information, determine the degree of concern of described user to described first content.
In the embodiment of the present invention, the human face image information of user of electronic equipment by collecting, the degree of concern of user to first content can be determined, that is, in the procedure for displaying of first content, electronic equipment not only can be monitored the procedure for displaying of first content, can also monitor the expression of user or action according to the human face image information of user, relative to monitor mode traditional in prior art, electronic equipment can get the effective feedback information of user in real time, thus the precision of monitoring can be improved, and then improve the intelligent and practicality of electronic equipment.
Further, electronic equipment, by watching the monitoring of process to user, can provide a kind of more intelligent man-machine interaction experience for user, thus strengthens the experience of user.
Clearly understand for making the object, technical solutions and advantages of the present invention, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the present invention's part embodiment, instead of whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtained under creative work prerequisite, belong to the scope of protection of the invention.When not conflicting, the embodiment in the present invention and the feature in embodiment can combination in any mutually.Further, although show logical order in flow charts, in some cases, can be different from the step shown or described by order execution herein.
In addition, term "and/or" herein, being only a kind of incidence relation describing affiliated partner, can there are three kinds of relations in expression, and such as, A and/or B, can represent: individualism A, exists A and B simultaneously, these three kinds of situations of individualism B.In addition, character "/" herein, when not illustrating, general expression forward-backward correlation is to the relation liking a kind of "or".
In the embodiment of the present invention, described electronic equipment can refer to the electronic equipment that mobile phone, PAD (panel computer), computer or intelligent television etc. are different, for described electronic equipment specifically which type of equipment the present invention do not limit, as long as described electronic equipment comprises image acquisition units and display unit.
In order to better understand technique scheme, below in conjunction with Figure of description and concrete embodiment, technique scheme is described in detail.
Refer to Fig. 1, the embodiment of the present invention provides a kind of information processing method, and the main flow of described method is described below:
Step 101: obtain the human face image information of user in the process of viewing first content by the image acquisition units collection of electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment.
In the embodiment of the present invention, electronic equipment is in the process of its display unit display first content, just can control the collection that image acquisition units carries out human face image information, that is, for the collection of human face image information in the embodiment of the present invention, just carry out among the procedure for displaying of first content, the power consumption of electronic equipment can be reduced so as far as possible, and only in the process of first content display, the human face image information of user is gathered, specific aim is stronger, can reflect the degree of concern of user's first content as far as possible.In addition, can be when electronic equipment is when detecting that display unit starts to show first content, just automated control chart as collecting unit start gather, or also can be controlled by the mode that user is manually opened image acquisition units start gather, etc.
In addition, mobile phone for electronic equipment, image acquisition units can refer to the front-facing camera of mobile phone, and display unit can refer to the display screen of this mobile phone, intelligent television for electronic equipment, image acquisition units can refer to the camera of intelligent television, and display unit can refer to the display screen of this intelligent television, etc., consider that user is in the process of viewing first content, it is generally the display unit that forward regards to electronic equipment, so the human face image information in order to user can be collected more exactly, in the invention process, image acquisition units and display unit can be positioned at the same surface of electronic equipment, namely the front-facing camera of such as mobile phone and display screen are positioned at the front of mobile phone simultaneously.
In the process of display unit display first content, namely watch in the process of first content user, in order to the human face image information of user can be collected in real time more accurately to judge the degree of concern of user to first content, image acquisition units can gather in real time, or, when the judgement of the degree of concern to user does not need very accurate, image acquisition units can timing acquiring or periodically gather, which kind of acquisition mode of concrete employing, can make concrete setting according to the requirement of degree of concern.
In specific implementation process, mobile phone for electronic equipment, when image acquisition units adopts the mode of Real-time Collection to gather the human face image information of user, in order to reduce the power consumption of mobile phone as far as possible, image acquisition units can adopt the image acquisition units of low-power consumption, and this image acquisition units can be passed through coprocessor (coprocessor) and be connected with the AP (application processor) of mobile phone, particularly, coprocessor can be graphics coprocessor, because coprocessor may be used for the processing load alleviating AP, so, can continue to carry out image acquisition by coprocessor control low power image collecting unit, thus can be gathered the human face image information of active user in real time by image acquisition units, and the power consumption of mobile phone can also be reduced as far as possible.
First content carries out by the display unit of electronic equipment the content that shows.Particularly, such as mobile phone for electronic equipment, first content can refer to first applies the first application content provided by what install in mobile phone, it can be such as the broadcast interface being play film by video jukebox software, or can be such as the browser interface by browser display, or can be such as the browser interface of e-magazine, etc., or be intelligent television for electronic equipment, first content can refer to VOD (the Video On Demand that intelligent television runs, video on-demand system) details of film in system introduce the page or movie interface, etc..
Step 102: according to described human face image information, determines the degree of concern of described user to described first content.
After getting the human face image information that user watches in a period of time of first content, namely electronic equipment can obtain multiple facial images of user, and then determines the degree of concern of user to first content according to multiple facial images again.
In addition, degree of concern can embody from many aspects, such as, pay close attention to duration, attention rate etc., pay close attention to duration longer, and/or attention rate is higher, can illustrate that degree of concern is higher.
Such as, for the film A that first content is the VOD system plays in intelligent television, suppose that the playing duration of film A is 60 minutes, in the playing duration of 60 minutes, if detect that the concern duration of user is 58 minutes, so, can illustrate that the degree of concern of user to film A is higher, again such as, if detect in 60 minutes first 30 minutes of user, user A is very high to the attention rate of film A, even if user may not pay close attention to film A at latter 30 minutes, so can be similar to and think that user A had thing stop over and cannot watch in latter 30 minutes, but can be determined that by the high attention rate of first 30 minutes user is still higher to the degree of concern of film A, etc..
In specific implementation process, degree of concern can be determine according to many-sided combined factors, in addition, can be determined by the computing method of such as statistic algorithm, specifically which factor be taken into account, and, which kind of algorithm of concrete employing, the present invention does not do concrete restriction.
By user to the judgement of the degree of concern of first content and analysis, electronic equipment can determine that user likes degree to first content, by to the facial image analysis of user in 60 minutes of viewing film A, electronic equipment can determine whether user is conscientiously watching film A (namely whether face is facing to display unit), or immersing oneself in play mobile phone or not in TV front, because in general, if user is interested in film A, can stare at display unit to watch always, and can not such as immerse oneself in continually to play mobile phone or other action such as to eat, that is, by the analysis to user's human face image information, comparatively accurately can monitor the action of user or expression, starting in playing process can only be monitored play the moment relative to of the prior art, suspend traditional rough monitor mode of moment and close moment etc., electronic equipment can get the effective feedback information of user in real time, and then determine the actual concern degree of user to film A, the precision of monitoring can be improved largely, thus also can improve the intelligent of electronic equipment and practicality.
In specific implementation process, determine that user can have multiple to the mode of the degree of concern of first content according to the human face image information of user, enumerate several being illustrated below for the ease of it will be appreciated by those skilled in the art that.
First kind of way:
Optionally, in the embodiment of the present invention, according to described human face image information, determine the degree of concern of described user to described first content, specifically can comprise:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
That is, first kind of way determines the degree of concern of user to first content according to the concern duration of user to first content, and, particularly, can, according in the user's facial image collected, there be how many angles between face and display unit being within default angular range, determine concrete concern duration actually.
Such as, the procedure for displaying of first content is 10 minutes, the acquisition frame rate of image acquisition units is 30fps (Frames per Second, display frame number per second), so can calculate the image totalframes collected by image acquisition units in 10 minutes is 18000, suppose to preset angular range [0 °, 30 °], wherein, 0 ° of angle when can refer to that the face of user faces display unit (namely the plane at the face place of user is parallel with the plane at display unit place), according to the process of human face image information and related algorithm, suppose to determine from 18000 images that angle between the face of user and display unit is at [0 °, 30 °] in quantity be 17500, namely the value of M is 17500, so, the concern duration of user to first content can be estimated and be about 9.7 minutes, then can determine that the degree of concern of user to first content was higher according to 9.7 minutes, certainly, those skilled in the art should be understood that, only that citing is described herein, do not necessarily represent actual implementation process.
In specific implementation process, degree of concern can be divided into multiple rank, such as be divided into special concern, show great attention to, moderate is paid close attention to, conventional to pay close attention to, lowly to pay close attention to, do not pay close attention to etc., the rank of each degree of concern can be corresponding different concern duration scope, after determining concern duration, corresponding can determine the rank of corresponding degree of concern.Can certainly have other for the dividing mode of different degree of concern, the present invention is not restricted this.
In the embodiment of the present invention, by determining the quantity of the facial image of angle within predetermined angle scope between display unit, can determine that user is in the process of viewing first content, how long have is at viewing first content actually, and how long have be carrying out other action, such as side head is spoken with others, to immerse oneself in play mobile phone or directly to leave and not within the acquisition range of image acquisition units, etc., so, when detecting that user then can think that when carrying out other action degree of concern is lower, such as be defined as low concern, when detecting that user is not within your pickup area of image acquisition units, then can think that user does not pay close attention to first content, etc..
The second way:
Optionally, in the embodiment of the present invention, according to described human face image information, determine the degree of concern of described user to described first content, specifically can comprise:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
That is, the second way determines at least one personage expression of user in the process of viewing first content according to the human face image information collected, and then determine degree of concern according at least one personage expression again.Because in general, user is in the process of viewing first content, different expressions can be produced along with the story of a play or opera change of first content, such as sadness, laugh, indignation etc., can reflect that user likes degree to first content more intuitively by the expression shape change of user, and then make the degree of concern determined relatively more accurate, the precision and accuracy determined can be improved, also can realize more intelligent man-machine interaction.
In specific implementation process, the mode that at least one personage expresses one's feelings is determined according to human face image information, expression recognition technology of the prior art can be adopted, such as identify according to the step of facial expression image acquisition, facial expression image pre-service, human facial feature extraction and expression classification recognition, the present invention does not do concrete restriction, as long as can determine according to the human face image information collected that corresponding personage expresses one's feelings.In the personage's expression determined according to human face image information, can be only be divided into anger, detest, fear, this six large basic facial expression classification sad, glad and startled, or also can carry out more careful division, such as happiness is continued to be divided into and laugh and smile, by sad continue to be divided into wail and choke with sobs, etc.
In addition, consider such a case, in the whole procedure for displaying of first content, image acquisition units all fails to collect user's human face image information, electronic equipment also just cannot determine that personage expresses one's feelings naturally, that is, when image acquisition units fails the human face image information collecting user, the quantity of the personage's expression determined is zero, certainly, in real process, the probability that this situation occurs is also smaller, namely, what the present invention mainly told about is that image acquisition units has collected the situation of human face image information, and, electronic equipment can determine corresponding at least one personage expression according to the human face image information collected.
After determine at least one personage expression of user in the process of viewing first content according to the human face image information collected, then determine the mode of degree of concern according at least one personage expression, can have multiple.Such as, a kind of possible mode is as follows:
Optionally, in the embodiment of the present invention, determine described degree of concern according to described at least one personage expression, specifically can comprise:
According to described at least one personage expression, determine the expression shape change information of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change information.
Film A for first content, expression shape change information in the embodiment of the present invention can refer in the process of viewing film A, the expression shape change number of times of user, or also can refer to expression shape change duration, wherein, expression shape change duration can refer to be watched in the process of film A user, the interval duration between two different expressions.
If the expression shape change of user is more frequent, namely, the number of times of expression shape change is many, so can think that user is watching film A diligently, along with film A the story of a play or opera change produce different expressions in real time, by user frequently expression shape change can think that the degree of concern of user to film A is higher.
When determining degree of concern by expression shape change duration, such as, can determine according to the concrete movie category of film A, such as film A is horror film, and user's long period present the expression feared, then can think that the degree of concern of user to film A is higher.
In specific implementation process, when determining degree of concern, can determine according to expression shape change number of times or expression shape change duration only separately, data volume can be reduced so as far as possible, reduce the processing load of electronics processors, or, in order to determination result can be made more accurate, can determine according to expression shape change number of times and expression shape change duration simultaneously.
In the embodiment of the present invention, the degree of concern to first content is determined according to the expression shape change in the process of viewing first content of user, can reflect the true psychology change of user in the process of viewing first content more intuitively, the degree of concern determined by such mode is also more accurate.
Again such as, another kind of possible mode is as follows:
Optionally, in the embodiment of the present invention, determine described degree of concern according to described at least one personage expression, specifically can comprise:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
Embodiment of the present invention master is noted that maximum a kind of expression that can present according to user determines the degree of concern to first content, continues first content and is film A and the movie category of film A is comedy is that example is illustrated.
Such as, if determine that from least one expression expression that user's occurrence number is maximum is the expression of " happiness ", again because film A is comedy, illustrate in the process play at film A, comedy element is more, so can think that user is the mood that the development of action that followed by film A transfers oneself in real time in the process of viewing film A, input is compared in viewing, naturally also just higher to the degree of concern of film A.Particularly, the expression of user's " happiness " comprehensively can be embodied by multiple details expression, this is also with relevant with computing formula for determining the specific algorithm of degree of concern, such as, when there is the expression of " laughs " in user, can be weighting coefficient imparting in computing formula larger on the occasion of, be such as 0.8, when there is the expression of " smiles " in user, can for weighting coefficient imparting less on the occasion of, be such as 0.3.In addition, if when the expression of " sadness " appears in user, can give negative value for weighting coefficient, such as, be-0.5, etc.Certainly, those skilled in the art it is clearly understood that, here applicant be only citing explain, real embodiment might not be represented.
Or such as, if determine that from least one personage expression expression that user's occurrence number is maximum is the expression of " sadness ", so illustrate that user is in the process of viewing film A, not followed by the development of action of film A and transfer oneself mood in real time, user may keep in mind other unhappy thing always, or user is not delithted with film A, now then can think that the degree of concern of user to film A is lower.
In the embodiment of the present invention, the degree of concern of user to first content is determined with the classification of first content by presenting the maximum expression of number of times (i.e. first personage's expression) according to user, can be consistent with the instant playback content of first content as far as possible, the accuracy determined can be improved as far as possible.
In addition, in specific implementation process, recreational in order to strengthen, optionally, in the embodiment of the present invention, according to described human face image information, after determining at least one personage expression of described user in the process of the described first content of viewing, described method can also also comprise:
In the procedure for displaying of described first content, carry out Overlapping display by with the part or all of and described first content that at least one personage described expresses one's feelings in corresponding facial image.
That is, the instant facial expression image of user can be passed through the form Overlapping display of barrage on first content, man-machine interaction sense can be strengthened like this, strengthen recreational, improve the experience of user.In specific implementation process, instant facial expression image can refer to the Facial Expression Image of user itself, or also can be the cartoon expression based image of the correspondence according to the personage's expression generation determined, such as, refer to Fig. 2, intelligent television for electronic equipment, when by intelligent television display first content process in, two expressions of the user such as determined are respectively " sadness " and " happiness ", so electronic equipment can generate " sadness " cartoon image 201 and " happiness " cartoon image 202 accordingly, and itself and first content are carried out Overlapping display, can strengthen recreational like this, also can avoid the identity information leakage of user simultaneously.
Certainly, in order to not affect the normal viewing of user to first content, more preferably, the part at least one personage's expression can be shown as barrage picture, such as, when first content is comedy type, facial expression image and the first content of " sadness " that user can be presented carry out Overlapping display, temporarily can forget and bother with unhappy, enjoy the comedy time now heartily with reminding user, can play user like this and pacify and suggesting effect, improve the experience of user.
Optionally, in the embodiment of the present invention, according to described human face image information, determine that described user is to after the degree of concern of described first content, described method can also comprise:
According to described degree of concern, generate statistical information;
Described statistical information is sent to the second electronic equipment.
In the embodiment of the present invention, second electronic equipment can refer to the server apparatus of content providers, and statistical information can carry out real-time update, second electronic equipment is after receiving statistical information, the different degrees of concern of multiple user to same content can be determined according to statistical information, and, the degree of concern of same user to different content can also be determined.
Such as, 8 are had for the concern feedback information of first content in statistical information, and wherein 7 all show that the degree of concern of user to first content is higher, so can think that first content is relatively applicable to the viewing demand of most people, so, when the second electronic equipment provides content to other-end again, just can first content be presented in content recommendation lists, be convenient to other users directly check, and then viewing rate can be improved.Wherein, can comprise the second electronic equipment in content recommendation lists is the content of multimedia that user recommends, and content of multimedia can refer to the placard thumbnail icon of video or audio file, etc.
Again such as, 10 feedback informations of user A are had in statistical information, wherein there is the information that 8 are user A and watch comedy, and user A is higher to the degree of concern of 8 comedies, and other 2 feedback informations being user A and watching action movie, and user A is lower to the degree of concern of these 2 action movies, so can think user A more interested be the film source of comedy type, so when again pushing content to the terminal that user A is corresponding, can more comedy be placed in the content recommendation lists of homepage, to meet viewing hobby and the demand of user A as far as possible, improve the viewing experience of user A.
Optionally, in the embodiment of the present invention, according to described human face image information, determine that described user is to after the degree of concern of described first content, described method can also comprise:
According to described degree of concern, adjust the displaying contents of described display unit, or, adjust described electronic equipment output parameter.
That is, after determining that user is to the degree of concern of first content, in order to meet the viewing demand of user as far as possible, can adjust the displaying contents of display unit in time.Specifically carry out which kind of adjustment, can determine according to the height of degree of concern.Such as, optionally, in the embodiment of the present invention, according to described degree of concern, adjust the displaying contents of described display unit, specifically can comprise:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
That is, when determining that degree of concern is lower, can think that user loses interest in first content, so, now displaying contents can be replaced by the second content by first content, such as, when first content is comedy, so the second content can be horror film, action movie, etc.
Or, when determining that degree of concern is higher, can think that user is interested in first content, so, in order to improve the viewing rate of other content be associated with first content, also in order to meet the viewing demand of user, the 3rd content be associated with first content can be determined, and by the 3rd content display on the display unit.Particularly, the 3rd content can with first content Overlapping display, or point different region display, user according to the association of electronic equipment and prompting, can check the 3rd content further, improves viewing quality and impression.
In addition, according to degree of concern, electronic equipment can also suitably adjust some output parameter, to strengthen the suggesting effect to user, such as, watch in the process of first content user, find that user is doze by Expression Recognition, naturally, just lower to the degree of concern of first content, at this moment electronic equipment can suitably tune up playing sound, and can play certain suggesting effect like this to user, thus can wake up user continue watch first content.
In the embodiment of the present invention, the human face image information of user of electronic equipment by collecting, the degree of concern of user to first content can be determined, that is, in the procedure for displaying of first content, electronic equipment not only can be monitored the procedure for displaying of first content, can also monitor the expression of user or action according to the human face image information of user, relative to monitor mode traditional in prior art, electronic equipment can know the effective feedback information of user in real time, thus the precision of monitoring can be improved, and then improve the intelligent and practicality of electronic equipment.
Further, electronic equipment, by watching the monitoring of process to user, can provide a kind of more intelligent man-machine interaction experience for user, thus strengthens the experience of user.
Based on same inventive concept, the embodiment of the present invention also provides a kind of electronic equipment, the principle of dealing with problems due to this electronic equipment and above-mentioned information processing method is similar to information processing method, and therefore the enforcement of this electronic equipment see the enforcement of method, can not repeat them here.
Refer to Fig. 3, the embodiment of the present invention also provides a kind of electronic equipment, and described electronic equipment comprises acquisition module 301 and determination module 302.
Acquisition module 301, for obtaining the human face image information of user in the process of viewing first content by the image acquisition units collection of described electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment;
Determination module 302, for according to described human face image information, determines the degree of concern of described user to described first content.
Optionally, in the embodiment of the present invention, determination module 302 specifically may be used for:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
Optionally, in the embodiment of the present invention, determination module 302 specifically may be used for:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
Optionally, in the embodiment of the present invention, determination module 302, specifically for determining described degree of concern according to described at least one personage expression, is specifically as follows:
According to described at least one personage expression, determine the expression shape change information of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change information.
Optionally, in the embodiment of the present invention, determination module 302, specifically for determining described degree of concern according to described at least one personage expression, is specifically as follows:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
Optionally, in the embodiment of the present invention, described electronic equipment can also comprise operational module, for:
Be used for according to described human face image information at described determination module by described display unit, after determining at least one personage expression of described user in the process of the described first content of viewing, in the procedure for displaying of described first content, carry out Overlapping display by with the part or all of and described first content that at least one personage described expresses one's feelings in corresponding facial image.
Optionally, in the embodiment of the present invention, described electronic equipment can also comprise generation module and sending module:
Described generation module, for being used for according to described human face image information at described determination module, determines that described user is to after the degree of concern of described first content, according to described degree of concern, generates statistical information;
Described sending module, should to the second electronic equipment for described statistical information being sent.
Optionally, in the embodiment of the present invention, described electronic equipment can also comprise adjusting module, for:
Be used for according to described human face image information at described determination module, determine that described user is to after the degree of concern of described first content, according to described degree of concern, adjusts the displaying contents of described display unit, or adjusts the output parameter of described electronic equipment.
Optionally, in the embodiment of the present invention, described adjusting module is used for according to described degree of concern, adjusts the displaying contents of described display unit, is specifically as follows:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
In the embodiment of the present invention, the human face image information of user of electronic equipment by collecting, the degree of concern of user to first content can be determined, that is, in the procedure for displaying of first content, electronic equipment not only can be monitored the procedure for displaying of first content, can also monitor the expression of user or action according to the human face image information of user, relative to monitor mode traditional in prior art, electronic equipment can know the effective feedback information of user in real time, thus the precision of monitoring can be improved, and then improve the intelligent and practicality of electronic equipment.
Further, electronic equipment, by watching the monitoring of process to user, can provide a kind of more intelligent man-machine interaction experience for user, thus strengthens the experience of user.
Those skilled in the art can be well understood to, for convenience and simplicity of description, only be illustrated with the division of above-mentioned each functional module, in practical application, can distribute as required and by above-mentioned functions and be completed by different functional units, inner structure by device is divided into different functional units, to complete all or part of function described above.The system of foregoing description, the specific works process of device and unit, with reference to the corresponding process in preceding method embodiment, can not repeat them here.
In several embodiment provided by the present invention, should be understood that, disclosed system, apparatus and method, can realize by another way.Such as, device embodiment described above is only schematic, such as, the division of described module or unit, be only a kind of logic function to divide, actual can have other dividing mode when realizing, such as multiple unit or assembly can in conjunction with or another system can be integrated into, or some features can be ignored, or do not process.Another point, shown or discussed coupling each other or direct-coupling or communication connection can be by some interfaces, and the indirect coupling of device or unit or communication connection can be electrical, machinery or other form.
The described unit illustrated as separating component or can may not be and physically separates, and the parts as unit display can be or may not be physical location, namely can be positioned at a place, or also can be distributed in multiple network element.Some or all of unit wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, also can be that the independent physics of unit exists, also can two or more unit in a unit integrated.Above-mentioned integrated unit both can adopt the form of hardware to realize, and the form of SFU software functional unit also can be adopted to realize.
If described integrated unit using the form of SFU software functional unit realize and as independently production marketing or use time, can be stored in a computer read/write memory medium.Based on such understanding, the part that technical scheme of the present invention contributes to prior art in essence in other words or all or part of of this technical scheme can embody with the form of software product, this computer software product is stored in a storage medium, comprising some instructions in order to make a computer equipment (can be personal computer, server, or the network equipment etc.) or processor (processor) process all or part of step of method described in each embodiment of the present invention.And aforesaid storage medium comprises: USB flash disk, portable hard drive, ROM (read-only memory) (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disc or CD etc. various can be program code stored medium.
Specifically, the computer program instructions that a kind of information processing method in the embodiment of the present invention is corresponding can be stored in CD, hard disk, on the storage mediums such as USB flash disk, when the computer program instructions corresponding with a kind of information processing method in storage medium is read by an electronic equipment or be processed, comprise the steps:
The human face image information of user in the process of viewing first content is obtained by the image acquisition units collection of electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment;
According to described human face image information, determine the degree of concern of described user to described first content.
Optionally, that store in described storage medium and step: according to described human face image information, determine the degree of concern of described user to described first content, corresponding computer instruction, among the process be performed, specifically comprises:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
Optionally, that store in described storage medium and step: according to described human face image information, determine the degree of concern of described user to described first content, corresponding computer instruction, among the process be performed, specifically comprises:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
Optionally, that store in described storage medium and step: express one's feelings according at least one personage described and determine described degree of concern, corresponding computer instruction, among the process be performed, specifically comprises:
According to described at least one personage expression, determine the expression shape change of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change.
Optionally, that store in described storage medium and step: express one's feelings according at least one personage described and determine described degree of concern, corresponding computer instruction, among the process be performed, specifically comprises:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
Optionally, that store in described storage medium and step: according to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing, corresponding computer instruction, after being performed, also comprises:
In the procedure for displaying of described first content, carry out Overlapping display by with the part or all of and described first content that at least one personage described expresses one's feelings in corresponding facial image.
Optionally, that store in described storage medium and step: according to described human face image information, determine the degree of concern of described user to described first content, corresponding computer instruction, after being performed, also comprises:
According to described degree of concern, generate statistical information;
Described statistical information is sent to the second electronic equipment.
Optionally, that store in described storage medium and step: according to described human face image information, determine the degree of concern of described user to described first content, corresponding computer instruction, after being performed, also comprises:
According to described degree of concern, adjust the displaying contents of described display unit, or, adjust the output parameter of described electronic equipment.
Optionally, that store in described storage medium and step: according to described degree of concern, adjust the displaying contents of described display unit, corresponding computer instruction, among the process be performed, is specially:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
The above, above embodiment is only in order to be described in detail technical scheme of the present invention, but the explanation of above embodiment just understands method of the present invention and core concept thereof for helping, and should not be construed as limitation of the present invention.Those skilled in the art are in the technical scope that the present invention discloses, and the change that can expect easily or replacement, all should be encompassed within protection scope of the present invention.
Claims (18)
1. an information processing method, comprising:
The human face image information of user in the process of viewing first content is obtained by the image acquisition units collection of electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment;
According to described human face image information, determine the degree of concern of described user to described first content.
2. the method for claim 1, is characterized in that, according to described human face image information, determines the degree of concern of described user to described first content, specifically comprises:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
3. the method for claim 1, is characterized in that, according to described human face image information, determines the degree of concern of described user to described first content, specifically comprises:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
4. method as claimed in claim 3, is characterized in that, determines described degree of concern, specifically comprise according to described at least one personage expression:
According to described at least one personage expression, determine the expression shape change information of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change information.
5. method as claimed in claim 3, is characterized in that, determines described degree of concern, specifically comprise according to described at least one personage expression:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
6. method as claimed in claim 3, is characterized in that, according to described human face image information, after determining at least one personage expression of described user in the process of the described first content of viewing, described method also comprises:
In the procedure for displaying of described first content, carry out Overlapping display by with the part or all of and described first content that at least one personage described expresses one's feelings in corresponding facial image.
7. the method for claim 1, is characterized in that, according to described human face image information, determine that described user is to after the degree of concern of described first content, described method also comprises:
According to described degree of concern, generate statistical information;
Described statistical information is sent to the second electronic equipment.
8. the method for claim 1, is characterized in that, according to described human face image information, determine that described user is to after the degree of concern of described first content, described method also comprises:
According to described degree of concern, adjust the displaying contents of described display unit, or, adjust the output parameter of described electronic equipment.
9. method as claimed in claim 8, is characterized in that, according to described degree of concern, adjust the displaying contents of described display unit, be specially:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
10. an electronic equipment, comprising:
Acquisition module, for watching the human face image information in the process of first content by the image acquisition units collection acquisition user of described electronic equipment; Wherein, described first content is shown by the display unit of described electronic equipment;
Determination module, for according to described human face image information, determines the degree of concern of described user to described first content.
11. electronic equipments as claimed in claim 10, is characterized in that, described determination module specifically for:
According to described human face image information, determine that M opens facial image, M is positive integer; Wherein, described M open between face in facial image and described display unit be angle all within predetermined angle scope;
Open facial image according to described M, determine the concern duration of described user to described first content;
Described degree of concern is determined according to described concern duration.
12. electronic equipments as claimed in claim 10, is characterized in that, described determination module specifically for:
According to described human face image information, determine at least one personage expression of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described at least one personage expression.
13. electronic equipments as claimed in claim 12, is characterized in that, described determination module, specifically for determining described degree of concern according to described at least one personage expression, is specially:
According to described at least one personage expression, determine the expression shape change information of described user in the process of the described first content of viewing;
Described degree of concern is determined according to described expression shape change information.
14. electronic equipments as claimed in claim 12, is characterized in that, described determination module, specifically for determining described degree of concern according to described at least one personage expression, is specially:
Determine the matching degree of the classification of the expression classification that the first personage expresses one's feelings affiliated and described first content; Wherein, described first personage's expression is personage's expression that at least one personage described expression, occurrence number is maximum;
Described degree of concern is determined according to described matching degree.
15. electronic equipments as claimed in claim 12, it is characterized in that, described electronic equipment also comprises operational module, for:
Be used for according to described human face image information at described determination module by described display unit, after determining at least one personage expression of described user in the process of the described first content of viewing, in the procedure for displaying of described first content, carry out Overlapping display by with the part or all of and described first content that at least one personage described expresses one's feelings in corresponding facial image.
16. electronic equipments as claimed in claim 10, it is characterized in that, described electronic equipment also comprises generation module and sending module:
Described generation module, for being used for according to described human face image information at described determination module, determines that described user is to after the degree of concern of described first content, according to described degree of concern, generates statistical information;
Described sending module, should to the second electronic equipment for described statistical information being sent.
17. electronic equipments as claimed in claim 10, it is characterized in that, described electronic equipment also comprises adjusting module, for:
Be used for according to described human face image information at described determination module, determine that described user is to after the degree of concern of described first content, according to described degree of concern, adjusts the displaying contents of described display unit, or, adjust the output parameter of described electronic equipment.
18. electronic equipments as claimed in claim 17, is characterized in that, described adjusting module is used for according to described degree of concern, adjusts the displaying contents of described display unit, is specially:
According to described degree of concern, the displaying contents of described display unit is adjusted to second content different from described first content by described first content; Or
According to described degree of concern, determine the 3rd content be associated with described first content, and described 3rd content is presented on described display unit.
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