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NeRF_Related_Tech.md

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NeRF and Beyond Docs

Other NeRF and 3D reconstruction related technology are noted here.

Table of Content

Depth Estimation

Monocular Depth Estimation

Vision Transformers for Dense Prediction
René Ranftl, Alexey Bochkovskiy, Vladlen Koltun
arXiv preprint, later TPAMI, 24 Mar 2021
[arXiv] [Github]

Single Image Depth Estimation: An Overview
Alican Mertan, Damien Jade Duff, Gozde Unal
arXiv preprint, 13 Apr 2021
[arXiv]

iDisc: Internal Discretization for Monocular Depth Estimation
Luigi Piccinelli, Christos Sakaridis, Fisher Yu
CVPR 2023, 13 Apr 2023
[arXiv] [Project] [Notes]

Camera Pose Estimation

A Critical Analysis of Image-based Camera Pose Estimation Techniques
Meng Xu, Youchen Wang, Bin Xu, Jun Zhang, Jian Ren, Stefan Poslad, Pengfei Xu
arXiv preprint, 15 Jan 2022
[arXiv]

ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild
Wang Zhao, Shaohui Liu, Hengkai Guo, Wenping Wang, Yong-Jin Liu
ECCV 2022, 19 Jul 2022
[arXiv] [Project] [Github]

Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
Hwan Heo, Taekyung Kim, Jiyoung Lee, Jaewon Lee, Soohyun Kim, Hyunwoo J. Kim, Jin-Hwa Kim
arXiv preprint, 3 Feb 2023
[arXiv]

Accelerated Coordinate Encoding: Learning to Relocalize in Minutes using RGB and Poses
Eric Brachmann, Tommaso Cavallari, Victor Adrian Prisacariu
CVPR 2023, 23 May 2023
[arXiv] [Project] [Github]

Detector-Free Structure from Motion
Xingyi He, Jiaming Sun, Yifan Wang, Sida Peng, Qixing Huang, Hujun Bao, Xiaowei Zhou
arXiv preprint, 27 Jun 2023
[arXiv] [Project]

PoseDiffusion: Solving Pose Estimation via Diffusion-aided Bundle Adjustment
Jianyuan Wang, Christian Rupprecht, David Novotny
arXiv preprint, 27 Jun 2023
[arXiv] [Project]

Street Reconstruction

StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street Views
Jianfei Guo, Nianchen Deng, Xinyang Li, Yeqi Bai, Botian Shi, Chiyu Wang, Chenjing Ding, Dongliang Wang, Yikang Li
arXiv preprint, 8 Jun 2023
[arXiv] [Project] [Github]