Automating 3D Dataset Generation with Neural Radiance Fields

20 March 2025

Papers citing "Automating 3D Dataset Generation with Neural Radiance Fields"

15 / 15 papers shown

Title
Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement Jiaxiang Tang Hang Zhou Xiaokang Chen Tianshu Hu Errui Ding Jingdong Wang Gang Zeng 86 119 0 03 Mar 2023
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation with Photometrically Challenging Objects Pengyuan Wang Hyunjun Jung Yitong Li Siyuan Shen Rahul Parthasarathy Srikanth Lorenzo Garattoni Sven Meier Nassir Navab Benjamin Busam 41 48 0 18 May 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 341 4,054 0 16 Jan 2022
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 127 453 0 10 Nov 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 118 1,739 0 20 Jun 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 111 752 0 20 Apr 2021
Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields Jonathan T. Barron B. Mildenhall Matthew Tancik Peter Hedman Ricardo Martín Brualla Pratul P. Srinivasan 123 1,986 0 24 Mar 2021
NeRD: Neural Reflectance Decomposition from Image Collections Mark Boss Raphael Braun Varun Jampani Jonathan T. Barron Ce Liu Hendrik P. A. Lensch 111 516 0 07 Dec 2020
NeRF++: Analyzing and Improving Neural Radiance Fields Kai Zhang Gernot Riegler Noah Snavely V. Koltun 95 1,046 0 15 Oct 2020
BOP Challenge 2020 on 6D Object Localization Tomás Hodan M. Sundermeyer Bertram Drost Yann Labbé Eric Brachmann Frank Michel Carsten Rother Jirí Matas 3DPC 92 268 0 15 Sep 2020
Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-Picking Kilian Kleeberger Christian Landgraf Marco F. Huber 3DPC 3DV 91 69 0 06 Dec 2019
Synthetic dataset generation for object-to-model deep learning in industrial applications Matthew Z. Wong Kiyohito Kunii Max Baylis Wai Hong Ong P. Kroupa Swen Koller 37 33 0 24 Sep 2019
Structured Domain Randomization: Bridging the Reality Gap by Context-Aware Synthetic Data Aayush Prakash Shaad Boochoon M. Brophy David Acuna Eric Cameracci Gavriel State Omer Shapira Stan Birchfield 71 267 0 23 Oct 2018
CARLA: An Open Urban Driving Simulator Alexey Dosovitskiy G. Ros Felipe Codevilla Antonio M. López V. Koltun VLM 146 5,212 0 10 Nov 2017
PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes Yu Xiang Tanner Schmidt V. Narayanan Dieter Fox 3DPC 152 1,962 0 01 Nov 2017