Gaze direction-based adaptive pre-filtering of video data
A multi-layer low-pass filter is used to filter a first frame of video data representing at least a portion of an environment of an individual. A first layer of the filter has a first filtering resolution setting for a first subset of the first frame, while a second layer of the filter has a second filtering resolution setting for a second subset. The first subset includes a data element positioned along a direction of a gaze of the individual, and the second subset of the frame surrounds the first subset. A result of the filtering is compressed and transmitted via a network to a video processing engine configured to generate a modified visual representation of the environment.
1. A method, comprising:
setting respective values of one or more parameters of a multi-layer filter based at least in part on a bandwidth available for communication between a wearable device and a processing engine, wherein the multi-layer filter is to be applied to a visual representation of an environment of an individual wearing the wearable device, wherein a result of applying the multi-layer filter is to be transmitted to the processing engine from the wearable device, and wherein a particular parameter of the one or more parameters comprises a first filtering resolution of a particular layer of a plurality of layers of the multi-layer filter;
generating, at the processing engine, a modified visual representation of an environment of a particular individual after receiving a result of applying the multi-layer filter, using the respective values of the one or more parameters, to a particular visual representation of the environment of the particular individual; and
displaying, at the wearable device, the modified visual representation.
2. The method as recited in claim 1 , further comprising:
setting a value of at least one parameter of the one or more parameters based at least in part on a type of content to be displayed via the wearable device.
3. The method as recited in claim 1 , further comprising:
setting a value of at least one parameter of the one or more parameters based at least in part on a cost of computations performed at a particular layer of the multi-layer filter.
4. The method as recited in claim 1 , further comprising:
setting a value of at least one parameter of the one or more parameters based at least in part on results of a study of variation in visual acuity, among a population of users, as a function of angular distance away from a direction of a gaze.
5. The method as recited in claim 1 , wherein the multi-layer filter is a low-pass filter.
6. The method as recited in claim 1 , wherein the wearable device comprises a head-mounted display device of a mixed reality system.
7. The method as recited in claim 1 , further comprising:
receiving the modified visual representation at the wearable device from the processing engine via a wireless connection.
8. A system, comprising:
one or more processors; and
one or more memories;
wherein the one or more memories store program instructions that when executed on or across the one or more processors perform a method comprising:
setting respective values of one or more parameters of a multi-layer filter based at least in part on a bandwidth available for communication between a wearable device and a processing engine, wherein the multi-layer filter is to be applied to a visual representation of an environment of an individual wearing the wearable device, wherein a result of applying the multi-layer filter is to be transmitted to the processing engine from the wearable device, and wherein a particular parameter of the one or more parameters comprises a first filtering resolution of a particular layer of a plurality of layers of the multi-layer filter;
generating, at the processing engine, a modified visual representation of an environment of a particular individual after receiving a result of applying the multi-layer filter, using the respective values of the one or more parameters, to a particular visual representation of the environment of the particular individual; and
displaying, at the wearable device, the modified visual representation.
9. The system as recited in claim 8 , wherein the method further comprises:
setting a value of at least one parameter of the one or more parameters based at least in part on a type of content to be displayed via the wearable device.
10. The system as recited in claim 8 , wherein the method further comprises:
setting a value of at least one parameter of the one or more parameters based at least in part on a cost of computations performed at a particular layer of the multi-layer filter.
11. The system as recited in claim 8 , wherein the method further comprises:
setting a value of at least one parameter of the one or more parameters based at least in part on results of a study of variation in visual acuity, among a population of users, as a function of angular distance away from a direction of a gaze.
12. The system as recited in claim 8 , wherein the multi-layer filter is a low-pass filter.
13. The system as recited in claim 8 , wherein the wearable device comprises a head-mounted display device of a mixed reality system.
14. The system as recited in claim 8 , wherein the method further comprises:
receiving the modified visual representation at the wearable device from the processing engine via a wireless connection.
15. One or more non-transitory computer-accessible storage media storing program instructions that when executed on or across one or more processors cause the one or more processors to perform a method comprising:
setting respective values of one or more parameters of a multi-layer filter based at least in part on a bandwidth available for communication between a wearable device and a processing engine, wherein the multi-layer filter is to be applied to a visual representation of an environment of an individual wearing the wearable device, wherein a result of applying the multi-layer filter is to be transmitted to the processing engine from the wearable device, and wherein a particular parameter of the one or more parameters comprises a first filtering resolution of a particular layer of a plurality of layers of the multi-layer filter;
generating, at the processing engine, a modified visual representation of an environment of a particular individual after receiving a result of applying the multi-layer filter, using the respective values of the one or more parameters, to a particular visual representation of the environment of the particular individual; and
displaying, at the wearable device, the modified visual representation.
16. The one or more non-transitory computer-accessible storage media as recited in claim 15 , wherein the method further comprises:
setting a value of at least one parameter of the one or more parameters based at least in part on a type of content to be displayed via the wearable device.
17. The one or more non-transitory computer-accessible storage media as recited in claim 15 , wherein the method further comprises:
setting a value of at least one parameter of the one or more parameters based at least in part on a cost of computations performed at a particular layer of the multi-layer filter.
18. The one or more non-transitory computer-accessible storage media as recited in claim 15 , wherein the method further comprises:
setting a value of at least one parameter of the one or more parameters based at least in part on results of a study of variation in visual acuity, among a population of users, as a function of angular distance away from a direction of a gaze.
19. The one or more non-transitory computer-accessible storage media as recited in claim 15 , wherein the multi-layer filter is a low-pass filter.
20. The one or more non-transitory computer-accessible storage media as recited in claim 15 , wherein the wearable device comprises a head-mounted display device of a mixed reality system.