There is more than meets the eye when it comes to how we understand a visual scene: our brains draw on prior knowledge to reason and to make inferences that go far beyond the patterns of light...
Neural scene representation and rendering 来自 Semantic Scholar 喜欢 0 阅读量: 664 摘要: Scene representation—the process of converting visual sensory data into concise descriptions—is a requirement for intelligent behavior. Recent work has shown that neural networks excel at this task when provided ...
Neural scene representation and rendering. Science 360, 1204–1210 (2018). Article CAS PubMed Google Scholar Beattie, C. et al. {DeepMind} {Lab}. Preprint at http://arxiv.org/abs/1612.03801 (2016). Kolve, E. et al. AI2-THOR: an interactive 3D environment for visual AI. Preprint ...
Object Representation The appearance of a dynamic object depends on its interaction with the scene and global illumination which is dependent on object location po 动态对象的外观取决于它与场景的交互作用,而全局照明取决于对象的位置po。 Neural Scene Graph Rendering Rendering Pipeline Multi-Plane Sampling ...
[1] Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category Reconstruction, CVPR 2021 [2] Neural Scene Representation and Rendering, Science 2018 编辑于 2022-03-24 10:47 内容所属专栏 计算机图形学 neural rendering, etc 订阅专栏 ...
To address the issue, we present Neuralangelo, which combines the representation power of multi-resolution 3D hash grids with neural surface rendering. Two key ingredients enable our approach: (1) numerical gradients for computing higher-order derivatives as a smoothing operation and (2) coarse-to...
In addition, we introduce two challenging new datasets for scene representation and neural rendering, including scenes with complex lighting and backgrounds. Through experiments, we show that our model achieves compelling results on these datasets as well as on standard ShapeNet benchmarks.Emilien ...
Neural Scene Representation and Rendering 3D Scene Generation. Angel X. Chang,Daniel Ritchie,Qixing Huang,Manolis Savva. CVPR 2019 Workshop. Local Deep Implicit Functions for 3D Shape. Kyle Genova, Forrester Cole, Avneesh Sud, Aaron Sarna, Thomas Funkhouser. ...
image representationsolid modelling2D-to-3D matching3D modelsSfM reconstructioncompact scene representationsimage-based localizationRecently developed Structure from ... T Sattler,B Leibe,L Kobbelt - IEEE International Conference on Computer Vision 被引量: 361发表: 2012年 Physically-Based Rendering for Indo...
We synthesize views by querying 5D coordinates along camera rays and use classic volume rendering techniques to project the output colors and densities into an image. Because volume rendering is naturally differentiable, the only input required to optimize our representation is a set of images with ...