[NeRF进展,鲁棒的动态NeRF] RoDynRF CVPR最终presentation视频,联合预测静态、动态和相机姿态焦点信息,提升动态nerf鲁棒性 07:56 I3D 2023 Papers Session 1 - Neural Rendering and Image Warping 1:26:50 [NeRF报告] Google I3D 2023 Keynote,NeRF落地的两个方向,大场景与实时渲染各自的发展路线和现状,和一些...
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 that hit our retinas. For example, when entering a room for the first time, you instantly ...
Neural Volumes [32] employs volume rendering in combination with a view-conditioned decoder network to parameterize dynamic sequences of sin- gle objects. Their results are limited in resolution and scene complexity due to the inherent O(n3) memory complex- ity. [6] enable 6DoF video for VR...
i.e., neural implicit representations that map a 3D coordinate to a representation of whatever is at that 3D coordinate. This then requires the formulation of a neural renderer, in particular, a ray-marcher, which performs rendering by repeatedly sampling the neural implicit representation along a...
A curated list of resources on implicit neural representations, inspired byawesome-computer-vision. Hiring graduate students! I am looking for graduate students to join my new lab at MIT CSAIL in July 2022. If you are excited about neural implicit representations, neural rendering, neural scene re...
In comparison, the bleaching-independent fluorophore labels of DNA-PAINT ensure a constant replenishment at the target epitope, rendering the method less sensitive to photobleaching and enabling recording of large, multi-field-of-view images. We demonstrate this feature in combination with NN-assisted ...
rendering, we identify two main factors within the SDF-based approach that degrade surface quality: SDF-to-density representation and geometric regularization. These factors introduce challenges that hinder the optimization of the SDF field. To address these issues, we introduce NeuRodin, a novel two...
There are two features rendering the NNK a high computational efficiency and scalability with system size. First, the descriptor map is calculated only once for the initial atomic configuration, because atomic diffusion and local chemical evolution are operated on the representing neuron map. Second, ...
Finally, results are obtained by evaluating the fintuned model. The evaluation options in the config file include: eval_meshto evaluate mesh quality. eval_depthto evaluate depth completion quality. (long rendering time) eval_poseto evaluate pose refinement quality. ...
Rendering a NeRF Run bash download_example_weights.sh to get a pretrained high-res NeRF for the Fern dataset. Now you can userender_demo.ipynbto render new views. Replicating the paper results The example config files run at lower resolutions than the quantitative/qualitative results in the pap...