Highlight moment identification technology in volumetric content creation systems
Method, systems and apparatuses may provide for technology that extracts one or more motion features from filtered position data associated with a projectile in a game and identifies a turning point in a trajectory of the projectile based on the one or more motion features. The technology may also automatically designate the turning point as a highlight moment if one or more of the turning point or the trajectory satisfies a proximity condition with respect to a target area in the game.
1. A computing system comprising:
a network controller;
a processor coupled to the network controller; and
a memory coupled to the processor, the memory including a set of instructions, which when executed by the processor, cause the computing system to:
filter raw position data associated with a projectile in a game to obtain filtered position data by removing outlier raw position data points, interpolating between raw position data points, and smoothing a trajectory of the projectile;
extract one or more motion features from the filtered position data;
identify a turning point in a trajectory of the projectile based on the one or more motion features;
automatically designate the identified turning point as a highlight moment when one or more of the turning point or the trajectory satisfies a proximity condition with respect to a target area in the game that is identified based on game site data and the nature of the game, the game site data including field dimensions and/or coordinates at the game site; and
render a scene corresponding to the turning point as volumetric content, wherein the volumetric content is viewable in 360°.
2. The computing system of claim 1 , wherein the instructions, when executed, cause the computing system to identify the target area based on game site data.
3. The computing system of claim 1 , wherein the highlight moment is to correspond to one or more of a shot or a deflection in the game.
4. The computing system of claim 1 , wherein the raw position data is to include one or more of image data or projectile sensor data.
5. The computing system of claim 1 , wherein the one or more motion features are to include one or more of velocity, acceleration or direction.
6. The computing system of claim 1 , wherein the proximity condition comprises a distance between the trajectory of the projectile and the target area.
7. A semiconductor apparatus comprising:
one or more substrates;
logic coupled to the one or more substrates, wherein the logic is implemented at least partly in one or more of configurable logic or fixed-functionality hardware logic, the logic coupled to the one or more substrates to:
filter raw position data associated with a projectile in a game to obtain filtered position data by removing outlier raw position data points, interpolating between raw position data points, and smoothing a trajectory of the projectile;
extract one or more motion features from the filtered position data;
identify a turning point in a trajectory of the projectile based on the one or more motion features;
automatically designate the turning point as a highlight moment when one or more of the turning point or the trajectory satisfies a proximity condition with respect to a target area in the game that is identified based on game site data and the nature of the game, the game site data including field dimensions and/or coordinates at the game site; and
render a scene corresponding to the turning point as volumetric content, wherein the volumetric content is viewable in 360°.
8. The semiconductor apparatus of claim 7 , wherein the logic is to identify the target area based on game site data.
9. The semiconductor apparatus of claim 7 , wherein the highlight moment is to correspond to one or more of a shot or a deflection in the game.
10. The semiconductor apparatus of claim 7 , wherein the raw position data is to include one or more of image data or projectile sensor data.
11. The semiconductor apparatus of claim 7 , wherein the one or more motion features are to include one or more of velocity, acceleration or direction.
12. The semiconductor apparatus of claim 7 , wherein the proximity condition comprises a distance between the trajectory of the projectile and the target area.
13. At least one non-transitory computer readable storage medium comprising a set of instructions, which when executed by a computing device, cause the computing device to:
filter raw position data associated with a projectile in a game to obtain filtered position data by removing outlier raw position data points, interpolating between raw position data points, and smoothing a trajectory of the projectile;
extract one or more motion features from the filtered position data;
identify a turning point in a trajectory of the projectile based on the one or more motion features;
automatically designate the turning point as a highlight moment when one or more of the turning point or the trajectory satisfies a proximity condition with respect to a target area in the game that is identified based on game site data and the nature of the game, the game site data including field dimensions and/or coordinates at the game site; and
render a scene corresponding to the turning point as volumetric content, wherein the volumetric content is viewable in 360°.
14. The at least one non-transitory computer readable storage medium of claim 13 , wherein the instructions, when executed, cause the computing device to identify the target area based on game site data.
15. The at least one non-transitory computer readable storage medium of claim 13 , wherein the highlight moment is to correspond to one or more of a shot or a deflection in the game.
16. The at least one non-transitory computer readable storage medium of claim 13 , wherein the raw position data is to include one or more of image data or projectile sensor data.
17. The at least one computer readable storage medium of claim 13 , wherein the one or more motion features are to include one or more of velocity, acceleration or direction.
18. The at least one computer readable storage medium of claim 13 , wherein the proximity condition comprises a distance between the trajectory of the projectile and the target area.
19. A method implemented by a computing device, the method comprising:
filtering raw position data associated with a projectile in a game to obtain filtered position data by removing outlier raw position data points, interpolating between raw position data points, and smoothing a trajectory of the projectile;
extracting one or more motion features from the filtered position data;
identifying a turning point in a trajectory of the projectile based on the one or more motion features;
automatically designating the turning point as a highlight moment when one or more of the turning point or the trajectory satisfies a proximity condition with respect to a target area in the game that is identified based on game site data and the nature of the game, the game site data including field dimensions and/or coordinates at the game site; and
rendering a scene corresponding to the turning point as volumetric content, wherein the volumetric content is viewable in 360°.
20. The method of claim 19 , further including identifying the target area based on game site data.
21. The method of claim 19 , wherein the highlight moment corresponds to one or more of a shot or a deflection in the game.
22. The method of claim 19 , wherein the raw position data includes one or more of image data or projectile sensor data.
23. The method of claim 19 , wherein the one or more motion features include one or more of velocity, acceleration or direction.
24. The method of claim 19 , wherein the proximity condition comprises a distance between the trajectory of the projectile and the target area.