Training and evaluation of a texture representation network.

Technology, Engineer and Application about Intelligent Vision Generation

Neural Light Transport for Relighting and View Synthesis

Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

This repository contains reimplementation of existing neural renderer based 2D-to-3D mesh editing and texture mapping approach using the latest libraries like Pytorch etc.

PyTorch implementation of the human neural rendering in unseen positions presented at WACV 2022 "Creating and Reenacting Controllable 3D Humans with Differentiable Rendering"

Video recording app with sub-millisecond synchronization accuracy for multiple Android smartphones, useful for creating affordable and easy-to-setup multi-view camera systems for robotics, SLAM, 3D-reconstruction, panorama stitching

Reimplementation of ECCV paper "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis" with PyTorch Library.

Neural Point-Based Graphics

[CVPR 2022] "Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations" by Tianlong Chen*, Peihao Wang*, Zhiwen Fan, Zhangyang Wang

Official Pytorch implementation of PANDORA: Polarization-Aided Neural Decomposition of Radiance

A deep learning based future frame syntheis method that speeds up monte carlo rendering.

A curated list of awesome machine learning resources in the context of digital media and (interactive) computer graphics.

6DoF Pose Estimation using Neural Radiance Fields

[ICCP 2021] ConvNeRF, a novel scheme to generate opacity radiance fields with a convolutional neural renderer for fuzzy objects with high feaqurncy details.

[ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

[ECCV 2022] RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering

NeRF for Outdoor Scene Relighting [ECCV 2022]

MSCV '22 Capstone Project