| CARVIEW |
Select Language
HTTP/2 200
server: GitHub.com
content-type: text/html; charset=utf-8
last-modified: Fri, 08 Jan 2021 02:21:34 GMT
access-control-allow-origin: *
strict-transport-security: max-age=31556952
etag: W/"5ff7c1ae-2f2f"
expires: Sun, 28 Dec 2025 07:22:11 GMT
cache-control: max-age=600
content-encoding: gzip
x-proxy-cache: MISS
x-github-request-id: 47B9:3A7A40:74F46A:831D73:6950D84B
accept-ranges: bytes
age: 0
date: Sun, 28 Dec 2025 07:12:11 GMT
via: 1.1 varnish
x-served-by: cache-bom-vanm7210048-BOM
x-cache: MISS
x-cache-hits: 0
x-timer: S1766905932.746215,VS0,VE210
vary: Accept-Encoding
x-fastly-request-id: 2b8c2763dee43430136e34b9ff831f78d3785965
content-length: 3485
Articulated neural rendering for Virtual avatars
ANR: Articulated Neural Rendering for Virtual Avatars
|
|
|
|
|
|
|
|
|
|
|
| The combination of traditional rendering with neural networks in Deferred Neural Rendering (DNR) provides a compelling balance between computational complexity and realism of the resulting images. Using skinned meshes for rendering articulating objects is a natural extension for the DNR framework and would open it up to a plethora of applications. However, in this case the neural shading step must account for deformations that are possibly not captured in the mesh, as well as alignment inaccuracies and dynamics—which can confound the DNR pipeline. We present Articulated Neural Rendering (ANR), a novel framework based on DNR which explicitly addresses its limitations for virtual human avatars. We show the superiority of ANR not only with respect to DNR but also with methods specialized for avatar creation and animation. In two user studies, we observe a clear preference for our avatar model and we demonstrate state-of-the-art performance on quantitative evaluation metrics. Perceptually, we observe better temporal stability, level of detail and plausibility. |
Animation
|
|
Avatars
 |
Texture mixing and virtual try-on
 |
 |
Amit Raj, Julian Tanke, James Hays, Minh Vo, Carsten Stoll, Christoph Lassner. ANR-Articulated Neural Rendering for Virtual Avatars (hosted on ArXiv) |
Acknowledgements |
|
|