Viewing conditions estimation for adaptive delivery of visual information in a viewing environment
Visual information may be delivered to streaming-capable devices in a viewing environment, such as a home environment or a commercial environment. The visual information can be adapted to user behavior and/or viewing conditions in such a way as to deliver a satisfactory user experience while conserving network resources, such as bandwidth and/or capacity. Viewing distance and/or ambient light, which may affect viewing conditions in a viewing environment, may be estimated. Bandwidth may be reduced by eliminating details that may not be perceived by the user in the estimated viewing conditions (e.g., by determining a spatial resolution (e.g. a maximum spatial resolution) perceptible under the viewing conditions and not exceeding that spatial resolution).
1. A method, comprising:
collecting viewing estimation statistics based upon historical viewing locations in a viewing room observed over a time period;
determining one or more clusters of viewing locations in the viewing room based upon the viewing estimation statistics;
associating a currently active viewing location of a user with one of the clusters of the viewing locations; and
adapting a streaming rate for playback of streaming multimedia content on a device based at least upon the associated cluster.
2. The method of claim 1 , further comprising determining an ambient light level.
3. The method of claim 1 , wherein collecting the viewing estimation statistics comprises obtaining an estimate using one or more sensors.
4. The method of claim 1 , wherein the currently active viewing location of the user is estimated from attenuation of a signal from an infrared remote control device.
5. The method of claim 1 , wherein determining the one or more clusters of viewing locations based upon the viewing estimation statistics further comprises discarding at least one viewing location that is determined to be an outlier.
6. The method of claim 2 , wherein the adapting of the streaming rate is further based on the determined ambient light level.
7. The method of claim 3 , wherein the one or more sensors comprises at least one of: a camera or an infrared (IR) sensor.
8. A device, comprising:
a processor configured to:
collect viewing estimation statistics based upon historical viewing locations in a viewing room observed over a time period;
determine one or more clusters of viewing locations in the viewing room based upon the viewing estimation statistics;
associate a currently active viewing location of a user with one of the one or more clusters of the viewing locations; and
adapt a streaming rate for playback of streaming multimedia content based at least upon the associated cluster.
9. The device of claim 8 , wherein the processor is further configured to determine an ambient light level.
10. The device of claim 8 , further comprising a camera for estimating a viewing distance from the device to the cluster associated with the currently active viewing location.
11. The device of claim 8 , wherein a viewing distance from the device to the cluster associated with the currently active viewing location of the user is estimated from attenuation of a signal from an infrared remote control device.
12. The device of claim 8 , wherein the processor is further configured to determine that a viewing location is an outlier, wherein the outlier is not included in the one or more clusters of the viewing locations based upon the viewing estimation statistics.
13. The device of claim 9 , wherein the adaptation of the streaming rate is further based on the determined ambient light level.