Deblurring 3D Gaussian Splatting
3D Scene Blur Removal & Real-time Rendering
CommonProductImage3D SceneImage Processing
3Deblurring 3D Gaussian Splatting is a novel neural field deblurring framework based on a recently proposed rasterization method, incorporating 3D Gaussian and rasterization. Utilizing small multi-layer perceptrons (MLPs), this product can reconstruct detailed, clear images from blurry images simultaneously with real-time rendering. The product increases point cloud density during training by employing a K-Nearest Neighbors (KNN) algorithm to add extra points and applies loose pruning to 3D Gaussian based on relative depth, preserving more 3D Gaussian information. Multiple experiments have validated the effectiveness of this product in deblurring.
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