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
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 ...
Neural scene representation and rendering. Science 360, 1204–1210 (2018). Article CAS ADS Google Scholar Plaza, S. M. Focused proofreading: efficiently extracting connectomes from segmented EM images. Preprint at http://arxiv.org/abs/1409.1199 (2014). Nunez-Iglesias, J., Kennedy, R., ...
有点像是又回到了 Generative Query Network (GQN)~[2] 时期的路线。 [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...
I will highlight some exciting directions in the future, through enhancing scene rendering quality, implementing novel features like AR/VR and visual effects, and ultimately providing users with a more effortless and creative photography experience.Xian, Wenqi...
scene representation with respect to 3D transformations. Our formulation allows us to infer and render scenes in real time while achieving comparable results to models requiring minutes for inference. In addition, we introduce two challenging new datasets for scene representation and neural rendering, ...
The team demonstrates Block-NeRF’s capabilities by rendering an entire San Francisco neighbourhood from some 2.8 million images — the largest neural scene representation to date. Reconstructing city-scale environments is crucial for high-impact use-cases such as autonomous driving ...
This work builds upon NeRF [33], which represents a scene using a multi-layer perceptron (MLP) that maps positions and directions to den- sities and radiances. From that representation, novel views can be synthesized using volumetric rendering and com- pared...
\(\bullet \)Neural Renderingis a class of techniques that “learn to render and/or represent a scene from real-world imagery, which can be an unordered set of images, or structured, multi-view images or videos" (Tewari et al.,2022), several works of which focus on the generation of ...
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. ...