Crowd rating media content based on micro-expressions of viewers
In some examples, a computing device initiates playback of media content on a display device. The computing device receives one or more images from a camera having a field of view that includes one or more viewers of the display device. The computing device may analyze at least one of the images and determine, based on the analysis, a micro-expression being expressed by at least one of the viewers. The computing device may determine a sentiment based on the micro-expression. A timestamp derived from the one or more images may be associated with the sentiment and sent to a server to create a sentiment map of the media content. If the sentiment matches a pre-specified sentiment then the computing device may skip playback of a remainder of a current portion of the media content that is being displayed and initiate playback of a next portion of the media content.
1. A method comprising:
initiating, by one or more processors of a computing device, sequential playback of a plurality of portions of media content on a display device that is connected to the computing device;
after the sequential playback initiation, initiating, by the one or more processors, playback of a portion of the plurality of portions on the display device;
receiving, by the one or more processors, one or more images from a camera connected to the computing device, the camera having a field of view that includes one or more viewers viewing the display device, wherein the one or more images of the one or more viewers are captured by the camera as the portion is played back on the display, and received as the portion is played back on the display;
performing an analysis, by the one or more processors, of at least one image of the one or more images;
determining, by the one or more processors and based on the analysis, that the at least one image includes a micro-expression being expressed by the one or more viewers;
determining, by the one or more processors, a sentiment corresponding to the micro-expression;
automatically skipping playback of a remainder of the portion that is being played back on the display device based on the micro-expression expressed by the one or more viewers captured by the camera as the portion is played back on the display, and received as the portion is played back on the display;
determining, by the one or more processors, a timestamp associated with the at least one image, wherein the timestamp is defined as a time interval between a time when the sequential playback of the plurality of portions was initiated and a time when the playback of the portion was initiated, or the timestamp is defined as a time interval between the time when the sequential playback of the plurality of portions was initiated and a time when the one or more images are received from the camera;
associating, by the one or more processors, the sentiment with the timestamp; and
sending, by the one or more processors, the sentiment and the timestamp to a server;
the server creating a sentiment map;
the server identifying the portion based on the timestamp it receives;
wherein the server updates the sentiment map by mapping the sentiment it receives to the identified portion.
2. The method of claim 1 , further comprising:
determining that the sentiment comprises a pre-specified sentiment;
automatically skipping playback of a remainder of the portion that is being played back on the display device; and
automatically initiating playback of another portion of the plurality of portions, wherein the other portion is linked with another sentiment that is different from the sentiment.
3. The method of claim 2 , wherein:
the portion comprises a particular chapter of a movie; and
the next portion comprises a next chapter of the movie.
4. The method of claim 2 , wherein:
the portion comprises a particular scene of a show; and
the other portion comprises a another scene of the show.
5. The method of claim 1 :
wherein the sentiment map includes distinct sentiments mapped to one portion of the plurality of portions.
6. The method of claim 1 :
wherein the sentiment map includes distinct sentiments mapped to respective portions of the plurality of portions.
7. The method of claim 1 , wherein the sentiment comprises one of:
a neutral sentiment, a surprise sentiment, a fear sentiment, a disgust sentiment, an angry sentiment, a happy sentiment, a sad sentiment, or a contempt sentiment.
8. A computing device comprising:
a display device for displaying a plurality of portions of media content;
one or more processors; and
one or more non-transitory computer-readable storage media to store instructions executable by the one or more processors to perform operations comprising:
initiating sequential playback of a plurality of portions of media content on the display device;
after the sequential playback initiation, initiating playback of a portion of the plurality of portions on the display device;
receiving one or more images from a camera connected to the computing device, the camera having a field of view that includes one or more viewers viewing the display device as the display device is displaying the portion, wherein the one or more images of the one or more viewers are captured by the camera as the portion is played back on the display, and received as the portion is played back on the display;
performing an analysis of at least one image of the one or more images;
determining that the at least one image includes a particular micro-expression being expressed by the one or more viewers;
determining a sentiment corresponding to the micro-expression;
automatically skipping playback of a remainder of the portion that is being played back on the display device based on the micro-expression expressed by the one or more viewers captured by the camera as the portion is played back on the display, and received as the portion is played back on the display;
determining a timestamp associated with the at least one image, wherein the timestamp is determined based on a time when the sequential playback was initiated;
mapping the sentiment with the timestamp in a sentiment map in memory of the computing device; and
sending the sentiment and the timestamp to a server.
9. The computing device of claim 8 , wherein the operations further comprise:
determining that the sentiment comprises a pre-specified sentiment;
automatically skipping playback of a remainder of the portion of the media content; and
automatically initiating playback of another portion of the plurality of portions, wherein the other portion is linked with another sentiment that is different from the sentiment.
10. The computing device of claim 9 , wherein:
the portion comprises a particular chapter of a movie; and
the other portion comprises a another chapter of the movie.
11. The computing device of claim 9 , wherein:
the portion comprises a particular scene of a show; and
the other portion comprises a another scene of the show.
12. The computing device of claim 9 , wherein the pre-specified sentiment comprises at least one of:
a surprise sentiment, a fear sentiment, a disgust sentiment, an angry sentiment, or a contempt sentiment.
13. The computing device of claim 8 , wherein:
the computing device comprises one of a set-top box device or a media streaming device.
14. One or more non-transitory computer readable media storing instructions executable by an embedded controller to perform operations comprising:
initiating a sequential playback of a portion of a plurality of portions of media content on a display device;
after the sequential playback initiation, initiating playback of a portion of the plurality of portions on the display device;
receiving one or more images from a camera as the portion is displayed on the display device, the camera having a field of view that includes one or more viewers viewing the display device, wherein the one or more images of the one or more viewers are captured by the camera as the portion is played back on the display, and received as the portion is played back on the display;
performing an analysis of at least one image of the one or more images;
determining that the at least one image includes a particular micro-expression being expressed by the one or more viewers;
determining a sentiment corresponding to the micro-expression;
automatically skipping playback of a remainder of the portion that is being played back on the display device based on the micro-expression expressed by the one or more viewers captured by the camera as the portion is played back on the display, and received as the portion is played back on the display;
determining a timestamp associated with the at least one image, wherein the timestamp is defined as a time interval between a time when the sequential playback of the plurality of portions was initiated and a time when the playback of the portion was initiated, or the timestamp is defined as a time interval between the time when the sequential playback of the plurality of portions was initiated and a time when the one or more images are received from the camera;
mapping the sentiment with the timestamp in a sentiment map in memory;
sending the sentiment and the timestamp to a server.
15. The one or more non-transitory computer readable media of claim 14 , wherein the operations further comprise:
determining that the sentiment comprises a pre-specified sentiment;
automatically skipping playback of a remainder of the portion of the media content; and
automatically initiating playback of a another portion of the media content.
16. The one or more non-transitory computer readable media of claim 15 , wherein:
the portion comprises a particular chapter of a movie; and
the other portion comprises a next chapter of the movie.
17. The one or more non-transitory computer readable media of claim 15 , wherein:
the portion comprises a particular scene of a show; and
the other portion comprises a next scene of the show.
18. The one or more non-transitory computer readable media of claim 14 , wherein the sentiment comprises one of:
a neutral sentiment, a surprise sentiment, a fear sentiment, a disgust sentiment, an angry sentiment, a happy sentiment, a sad sentiment, or a contempt sentiment.