Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation

29 March 2022

Papers citing "Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation"

50 / 57 papers shown

Title
Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields Xingyu Miao Haoran Duan Yang Bai Tejal Shah Jun Song Yang Long R. Ranjan Ling Shao 129 4 0 31 Jan 2025
3D StreetUnveiler with Semantic-aware 2DGS -- a simple baseline Jingwei Xu Yikai Wang Yiqun Zhao Yanwei Fu Shenghua Gao 3DGS 75 2 0 28 May 2024
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 94 71 0 01 Dec 2023
PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 49 8 0 19 Sep 2023
Painting 3D Nature in 2D: View Synthesis of Natural Scenes from a Single Semantic Mask Shangzhan Zhang Sida Peng Tianrun Chen Linzhan Mou Haotong Lin Kaicheng Yu Yiyi Liao Xiaowei Zhou 79 8 0 14 Feb 2023
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation Abhijit Kundu Kyle Genova Xiaoqi Yin Alireza Fathi C. Pantofaru Leonidas Guibas Andrea Tagliasacchi F. Dellaert Thomas Funkhouser 66 260 0 09 May 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 257 3,970 0 16 Jan 2022
Plenoxels: Radiance Fields without Neural Networks Alex Yu Sara Fridovich-Keil Matthew Tancik Qinhong Chen Benjamin Recht Angjoo Kanazawa 237 1,634 0 09 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 88 590 0 01 Dec 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 71 125 0 25 Nov 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 60 554 0 18 Oct 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Andrei Ambrus Dennis Park Adrien Gaidon AI4TS 85 13 0 28 Sep 2021
KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D Yiyi Liao Jun Xie Andreas Geiger 3DV 3DPC 64 570 0 28 Sep 2021
Depth-supervised NeRF: Fewer Views and Faster Training for Free Kangle Deng Andrew Liu Jun-Yan Zhu Deva Ramanan 149 881 0 06 Jul 2021
UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle Songyou Peng Andreas Geiger 91 741 0 20 Apr 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 113 413 0 29 Mar 2021
GNeRF: GAN-based Neural Radiance Field without Posed Camera Quan Meng Anpei Chen Haimin Luo Minye Wu Hao Su Lan Xu Xuming He Jingyi Yu 66 201 0 29 Mar 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 75 1,945 0 24 Mar 2021
Neural Lumigraph Rendering Petr Kellnhofer Lars Jebe Andrew Jones Ryan P. Spicer K. Pulli Gordon Wetzstein 3DV 3DH 52 147 0 22 Mar 2021
STEP: Segmenting and Tracking Every Pixel Mark Weber Jun Xie Maxwell D. Collins Yukun Zhu P. Voigtlaender ... Bastian Leibe Daniel Cremers Aljosa Osep Laura Leal-Taixé Liang-Chieh Chen VOS 55 75 0 23 Feb 2021
Neural Scene Graphs for Dynamic Scenes Julian Ost Fahim Mannan Nils Thuerey Julian Knodt Felix Heide GNN OCL AI4CE 69 301 0 20 Nov 2020
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections Ricardo Martín Brualla Noha Radwan Mehdi S. M. Sajjadi Jonathan T. Barron Alexey Dosovitskiy Daniel Duckworth 108 1,476 0 05 Aug 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 119 868 0 05 Jul 2020
Video Panoptic Segmentation Dahun Kim Sanghyun Woo Joon-Young Lee In So Kweon VOS 68 165 0 19 Jun 2020
Implicit Neural Representations with Periodic Activation Functions Vincent Sitzmann Julien N. P. Martel Alexander W. Bergman David B. Lindell Gordon Wetzstein AI4TS 98 2,516 0 17 Jun 2020
Hierarchical Multi-Scale Attention for Semantic Segmentation Andrew Tao Karan Sapra Bryan Catanzaro SSeg 58 450 0 21 May 2020
A2D2: Audi Autonomous Driving Dataset Jakob Geyer Y. Kassahun Mentar Mahmudi Xavier Ricou Rupesh Durgesh ... M. Sturm Oleksandr Vorobiov Martin Oelker Sebastian Garreis P. Schuberth 3DV 3DPC 60 383 0 14 Apr 2020
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 293 560 0 19 Mar 2020
Convolutional Occupancy Networks Songyou Peng Michael Niemeyer L. Mescheder Marc Pollefeys Andreas Geiger 3DV AI4CE 327 981 0 10 Mar 2020
Semantic Flow for Fast and Accurate Scene Parsing Xiangtai Li Ansheng You Zhen Zhu Houlong Zhao Maoke Yang Kuiyuan Yang Yunhai Tong SSeg 50 356 0 24 Feb 2020
Implicit Geometric Regularization for Learning Shapes Amos Gropp Lior Yariv Niv Haim Matan Atzmon Y. Lipman AI4CE 96 855 0 24 Feb 2020
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision Michael Niemeyer L. Mescheder Michael Oechsle Andreas Geiger 3DH 3DV 56 989 0 16 Dec 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 42 610 0 10 Oct 2019
Does computer vision matter for action? Brady Zhou Philipp Krahenbuhl V. Koltun LM&Ro 57 107 0 30 May 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 115 209 0 03 May 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 251 5,653 0 26 Mar 2019
Fast Interactive Object Annotation with Curve-GCN Huan Ling Jun Gao Amlan Kar Wenzheng Chen Sanja Fidler 119 252 0 16 Mar 2019
Monocular Depth Estimation: A Survey Amlaan Bhoi MDE 93 119 0 27 Jan 2019
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 93 3,654 0 16 Jan 2019
Occupancy Networks: Learning 3D Reconstruction in Function Space L. Mescheder Michael Oechsle Michael Niemeyer Sebastian Nowozin Andreas Geiger 3DV 224 2,875 0 10 Dec 2018
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation Jungwook Lee Sean Walsh Ali Harakeh Steven L. Waslander 3DPC 94 34 0 16 Jul 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 43 81 0 20 Jun 2018
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Biwei Huang Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 274 1,718 0 06 Jun 2018
Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++ David Acuna Huan Ling Amlan Kar Sanja Fidler 47 402 0 26 Mar 2018
The ApolloScape Open Dataset for Autonomous Driving and its Application Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang 3DPC 50 561 0 16 Mar 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 90 1,425 0 03 Jan 2018
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 113 825 0 22 Aug 2017
Annotating Object Instances with a Polygon-RNN Lluis Castrejon Kaustav Kundu R. Urtasun Sanja Fidler SSeg 71 359 0 18 Apr 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 374 11,941 0 04 Dec 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 187 18,136 0 02 Jun 2016