A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.
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Updated
Apr 30, 2019 - Python
A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.
Code accompanying the SIGGRAPH 2018 paper "Stereo Magnification: Learning View Synthesis using Multiplane Images"
High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction
Deep View Synthesis via Self-Consistent Generative Networks (TMM 2021)
Code for my point cloud completion paper in CVF-ICCV2017
Depth Image Based Rendering Algorithm Implementation in MATLAB. For hole filling, impainting algorithm with fast marching method (FMM) known as TELEA algorithm has been used
NeRF Meta-Learning with PyTorch
Neural Light Transport for Relighting and View Synthesis
Interactive light field renderer using dynamically reparameterized light fields.
An official TensorFlow implementation of "Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence" (ECCV 2018) by Shao-Hua Sun, Minyoung Huh, Yuan-Hong Liao, Ning Zhang, and Joseph J. Lim
PyTorch code for ICPR 2020 paper "Future Urban Scene Generation Through Vehicle Synthesis"
Neural Radiance Fields
Code to warp a frame from a source view to the target view
Code implementation for NeRF and DietNeRF papers. NeRF presents a method for synthesizing novel views of complex 3D scenes by optimizing an underlying continuous volumetric scene function using a sparse set of input views.
NeRF implementation with minimal code and maximal readability using PyTorch
✭ MAGNETRON ™ ✭: Implementation of Google's Dreambooth (with Stable Diffusion model) instead of IMAGEN (for making MAGNETRON ™ TECHNOLOGY IMAGINATION PROXIA). In particular this can be used to mimic the appearance of subjects in a given reference set and synthesize novel renditions of them in different contexts.
Code accompanying CVPR 2022 paper, " SOMSI: Spherical Novel View Synthesis with Soft Occlusion Multi-Sphere Images"
Code accompanying the paper "Spherical View Synthesis for Self-Supervised 360 Depth Estimation", 3DV 2019
Neural Scene Flow Fields using pytorch-lightning, with potential improvements
Tensorflow implementation of Neural Scene Representation and Rendering
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