Arbitrary view generation
Techniques for generating an arbitrary view of an asset are disclosed. In some embodiments, arbitrary view generation includes storing a set of images associated with an asset in a database and generating an image comprising a requested view of the asset using at least a subset of the set of images associated with the asset that are stored in the database.
1 . A system, comprising:
a database configured to store a set of images associated with an asset; and
a processor configured to generate an image comprising a requested view of the asset using at least a subset of the set of images associated with the asset that have different views than the requested view and corresponding metadata associated with the subset of the set of images and based at least in part on processing resources at a client requesting the image comprising the requested view.
2 . The system of claim 1 , wherein the image comprising the requested view is generated based at least in part on network bandwidth for communication with the client.
3 . The system of claim 1 , wherein the processor facilitates resource adaptive rendering.
4 . The system of claim 1 , wherein the processor facilitates resource adaptive rendering by trading off quality of the generated image comprising the requested view with responsiveness.
5 . The system of claim 1 , wherein the processor facilitates resource adaptive rendering at least in part by adaptively selecting a number of images of the asset having different views to include in the subset.
6 . The system of claim 1 , wherein the processor facilitates resource adaptive rendering at least in part by adaptively scaling quality of one or more of the set of images and including the scaled images in the subset.
7 . The system of claim 6 , wherein scaling quality comprises scaling one or both of resolution and bit depth.
8 . The system of claim 6 , wherein scaling quality comprises scaling one or both of pixel density and pixel precision.
9 . The system of claim 1 , wherein the set of images comprises reference views of the asset and images encoding metadata.
10 . The system of claim 1 , wherein the requested view comprises one or more of arbitrary camera characteristics, lighting, and textures.
11 . The system of claim 1 , wherein the set of images includes versions of images having different qualities.
12 . The system of claim 1 , wherein the set of images includes versions of images having one or both of different resolutions and different bit depths.
13 . The system of claim 1 , wherein the generated image comprising the requested view has a quality that is based at least in part on a number of reference images of the asset having different perspectives included in the subset.
14 . The system of claim 1 , wherein the generated image comprising the requested view has a quality that is based at least in part on resolutions of images comprising the subset.
15 . The system of claim 1 , wherein the generated image comprising the requested view has a quality that is based at least in part on bit depths of images comprising the subset.
16 . The system of claim 1 , wherein the set of images associated with the asset comprises a highest available quality.
17 . The system of claim 1 , wherein the database stores corresponding sets of images of a plurality of assets and wherein the image comprising the requested view comprises an asset ensemble including the asset that is generated using at least subsets of sets of images associated with assets comprising the ensemble.
18 . The system of claim 1 , wherein the processor is further configured to deliver the generated image comprising the requested view with progressive delivery of quality.
19 . A method, comprising:
storing a set of images associated with an asset in a database; and
generating an image comprising a requested view of the asset using at least a subset of the set of images associated with the asset that have different views than the requested view and corresponding metadata associated with the subset of the set of images and based at least in part on processing resources at a client requesting the image comprising the requested view.
20 . The method of claim 19 , wherein the image comprising the requested view is generated based at least in part on network bandwidth for communication with the client.
21 . The method of claim 19 , wherein the image comprising the requested view is generated based on resource adaptive rendering.
22 . The method of claim 19 , wherein the image comprising the requested view is generated based on resource adaptive rendering by trading off quality of the generated image comprising the requested view with responsiveness.
23 . The method of claim 19 , wherein the image comprising the requested view is generated based on resource adaptive rendering at least in part by adaptively selecting a number of images of the asset having different views to include in the subset.
24 . The method of claim 19 , wherein the image comprising the requested view is generated based on resource adaptive rendering at least in part by adaptively scaling quality of one or more of the set of images and including the scaled images in the subset.
25 . The method of claim 24 , wherein scaling quality comprises scaling one or both of resolution and bit depth.
26 . The method of claim 24 , wherein scaling quality comprises scaling one or both of pixel density and pixel precision.
27 . The method of claim 19 , wherein the set of images comprises reference views of the asset and images encoding metadata.
28 . The method of claim 19 , wherein the requested view comprises one or more of arbitrary camera characteristics, lighting, and textures.
29 . The method of claim 19 , wherein the set of images includes versions of images having different qualities.
30 . The method of claim 19 , wherein the set of images includes versions of images having one or both of different resolutions and different bit depths.
31 . The method of claim 19 , wherein the generated image comprising the requested view has a quality that is based at least in part on a number of reference images of the asset having different perspectives included in the subset.
32 . The method of claim 19 , wherein the generated image comprising the requested view has a quality that is based at least in part on resolutions of images comprising the subset.
33 . The method of claim 19 , wherein the generated image comprising the requested view has a quality that is based at least in part on bit depths of images comprising the subset.
34 . The method of claim 19 , wherein the set of images associated with the asset comprises a highest available quality.
35 . The method of claim 19 , wherein the database stores corresponding sets of images of a plurality of assets and wherein the image comprising the requested view comprises an asset ensemble including the asset that is generated using at least subsets of sets of images associated with assets comprising the ensemble.
36 . The method of claim 19 , wherein the generated image comprising the requested view is delivered with progressive delivery of quality.
37 . A computer program product, the computer program product embodied in a non-transitory computer readable medium and comprising computer instructions which when executed cause a computer to:
store a set of images associated with an asset in a database; and
generate an image comprising a requested view of the asset using at least a subset of the set of images associated with the asset that have different views than the requested view and corresponding metadata associated with the subset of the set of images and based at least in part on processing resources at a client requesting the image comprising the requested view.
38 . The computer program product of claim 37 , wherein the image comprising the requested view is generated based at least in part on network bandwidth for communication with the client.
39 . The computer program product of claim 37 , wherein the image comprising the requested view is generated based on resource adaptive rendering.
40 . The computer program product of claim 37 , wherein the image comprising the requested view is generated based on resource adaptive rendering by trading off quality of the generated image comprising the requested view with responsiveness.
41 . The computer program product of claim 37 , wherein the image comprising the requested view is generated based on resource adaptive rendering at least in part by adaptively selecting a number of images of the asset having different views to include in the subset.
42 . The computer program product of claim 37 , wherein the image comprising the requested view is generated based on resource adaptive rendering at least in part by adaptively scaling quality of one or more of the set of images and including the scaled images in the subset.
43 . The computer program product of claim 42 , wherein scaling quality comprises scaling one or both of resolution and bit depth.
44 . The computer program product of claim 42 , wherein scaling quality comprises scaling one or both of pixel density and pixel precision.
45 . The computer program product of claim 37 , wherein the set of images comprises reference views of the asset and images encoding metadata.
46 . The computer program product of claim 37 , wherein the requested view comprises one or more of arbitrary camera characteristics, lighting, and textures.
47 . The computer program product of claim 37 , wherein the set of images includes versions of images having different qualities.
48 . The computer program product of claim 37 , wherein the set of images includes versions of images having one or both of different resolutions and different bit depths.
49 . The computer program product of claim 37 , wherein the generated image comprising the requested view has a quality that is based at least in part on a number of reference images of the asset having different perspectives included in the subset.
50 . The computer program product of claim 37 , wherein the generated image comprising the requested view has a quality that is based at least in part on resolutions of images comprising the subset.
51 . The computer program product of claim 37 , wherein the generated image comprising the requested view has a quality that is based at least in part on bit depths of images comprising the subset.
52 . The computer program product of claim 37 , wherein the set of images associated with the asset comprises a highest available quality.
53 . The computer program product of claim 37 , wherein the database stores corresponding sets of images of a plurality of assets and wherein the image comprising the requested view comprises an asset ensemble including the asset that is generated using at least subsets of sets of images associated with assets comprising the ensemble.
54 . The computer program product of claim 37 , wherein the generated image comprising the requested view is delivered with progressive delivery of quality.