1.在Dynamic Scene dataset的camera pose estimation上比Dynamic NeRF文章略有优势;而且作者的method没用COLMAP的pose来初始化。且恢复的scene geometry和detail较好 2.在iPhonedataset的NVS任务上和其他文章没有明显优势(这个有没有人解释一下原因?) 3.DAVIS dataset数据集上,同时使用作者method得到的camera pose情况下,...
We obtain the results of NSFF and NR NeRF using the official implementation with default parameters. Train a model on your sequence Set some paths ROOT_PATH=/path/to/the/DynamicNeRF/folder DATASET_NAME=name_of_the_video_without_extension DATASET_PATH=$ROOT_PATH/data/$DATASET_NAME ...
最后,我们整合平面条件高斯、一维边缘高斯和随时间演化的视图相关颜色来渲染视图 I。 实验 数据集:Plenoptic Video dataset,D-NeRF Plenoptic Video benchmark D-NeRF dataset 消融实验编辑于 2024-04-28 16:22・IP 属地浙江 内容所属专栏 3DGS 论文泛读 3DGS 相关论文泛读,关注思想,不求细节 订阅专栏...
For videos run: python scripts/colmap2nerf.py --run_colmap --from_video --colmap_matcher sequential --video_fps 5 --dir data/[folder_name] Train NeRF Run python3 train.py --model_type tensorf --data_dir data/[dataset_name] Contributors2...
Recent advancements in 4D scene reconstruction using neural radiance fields (NeRF) have demonstrated the ability to represent dynamic scenes from multi-view videos. However, they fail to reconstruct the dynamic scenes and struggle to fit even the training views in unsynchronized settings. It happens ...
Dynamic Neural Radiance Field (NeRF) from monocular videos has recently been explored for space-time novel view synthesis and achieved excellent results. However, defocus blur caused by depth variation often occurs in video capture, compromising the quality of dynamic reconstruction because the lack of...
D-NeRF can render novel images, controlling both the camera view and the time variable, and thus, the object movement. We demonstrate the effectiveness of our approach on scenes with objects under rigid, articulated and non-rigid motions. Code, model weights and the dynamic scenes dataset will...
DatasetReference DataSource DataSourceReference DataSourceTarget DataSourceView DataTable DateTimeAxis DateTimePicker DebugCheckedTests DebugHistorySeekToFrame DebugInteractiveWindow DébogageSelection DebugTemplate DebugXSLT DecisionNode DecisionTree Déclaration DeclarativeCatalogPart Décimals décimaux DecreaseFontSiz...
Implemented a probability renderer (renderers.py) for the decomposition in NeRFPlayer. utils: New dynamic metric in dynmetric.py, can be easily integrated by any model inside of the get_image_metrics_and_images function. data/datasets: New dynamic dataset class (dynamic_dataset.py) for dynamic...
Official repository for"Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos" enabling dynamic NeRFs to successfully reconstruct the scene from unsynchronized dataset. Setup We provide an integrated requirements file for Sync-MixVoxels and Sync-K-Planes. ...