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Scalable neural indoor scene rendering
ACM Transactions on Graphics, 2022We propose a scalable neural scene reconstruction and rendering method to support distributed training and interactive rendering of large indoor scenes. Our representation is based on tiles. Tile appearances are trained in parallel through a background sampling strategy that augments each tile with distant scene ...
Xiuchao Wu +6 more
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Multi-View Neural Human Rendering
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020We present an end-to-end Neural Human Renderer (NHR) for dynamic human captures under the multi-view setting. NHR adopts PointNet++ for feature extraction (FE) to enable robust 3D correspondence matching on low quality, dynamic 3D reconstructions. To render new views, we map 3D features onto the target camera as a 2D feature map and employ an anti ...
Minye Wu +3 more
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Neural Rendering for Game Character Auto-Creation
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022Many role-playing games feature character creation systems where players are allowed to edit the facial appearance of their in-game characters. This paper proposes a novel method to automatically create game characters based on a single face photo. We frame this "artistic creation" process under a self-supervised learning paradigm by leveraging the ...
Tianyang Shi +3 more
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Neural-based Rendering and Application
Proceedings of the 29th ACM International Conference on Multimedia, 2021Rendering plays an important role in many fields such as virtual reality and film, but the high dependence on computing sources and human experience hinders its application. With the development of deep learning, neural rendering has attracted much attention due to its impressive performance and efficiency than traditional rendering.
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Neural Proxy: Empowering Neural Volume Rendering for Animation
2021Zackary P. T. Sin, Peter H. F.
Sin, Zackary P. T. +2 more
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Computer Graphics Forum
AbstractFilm grain refers to the specific texture of film‐acquired images, due to the physical nature of photographic film. Being a visual signature of such images, there is a strong interest in the film‐industry for the rendering of these textures for digital images.
G. Lesné +3 more
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AbstractFilm grain refers to the specific texture of film‐acquired images, due to the physical nature of photographic film. Being a visual signature of such images, there is a strong interest in the film‐industry for the rendering of these textures for digital images.
G. Lesné +3 more
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Mixture of volumetric primitives for efficient neural rendering
ACM Transactions on Graphics, 2021Tomas Simon
exaly
A Data-Centric Module for Neural Rendering
Recent advances in Novel-View Synthesis (NVS) and 3D Generation (3DGen) from 2D images have marked significant progress in various domains. While the Structure-from-Motion (SfM) and Multi-View Stereo (MVS) pipelines remain prevalent, their limitations have driven the exploration of Deep Learning (DL)-based methods.Emanuele Balloni +7 more
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Towards City-Scale Neural Rendering
Advances in neural rendering techniques have led to significant progress towards photo-realistic novel view synthesis. When combined with increases in data processing and compute capability, this promises to unlock numerous VR applications, including virtual telepresence, search and rescue, and autonomous driving. Large-scale virtual reality, long theopenaire +1 more source

