MatrixCity: A Large-scale City Dataset for City-scale Neural Rendering and Beyond

28 September 2023

Yixuan Li

Lihan Jiang

Linning Xu

Yuanbo Xiangli

Zhenzhi Wang

Dahua Lin

Bo Dai

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Papers citing "MatrixCity: A Large-scale City Dataset for City-scale Neural Rendering and Beyond"

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Title
Virtualized 3D Gaussians: Flexible Cluster-based Level-of-Detail System for Real-Time Rendering of Composed Scenes Xijie Yang Linning Xu Lihan Jiang Dahua Lin Bo Dai 3DGS 14 0 0 10 May 2025
Learning Heterogeneous Mixture of Scene Experts for Large-scale Neural Radiance Fields Zhenxing Mi Ping Yin Xue Xiao Dan Xu MoE 37 0 0 04 May 2025
JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers Kwon Byung-Ki Qi Dai Lee Hyoseok Chong Luo Tae-Hyun Oh 59 0 0 01 May 2025
Unconstrained Large-scale 3D Reconstruction and Rendering across Altitudes Neil Joshi Joshua Carney Nathanael Kuo Homer Li Cheng Peng Myron Brown 39 0 0 29 Apr 2025
HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction Zhongtao Wang Mai Su Huishan Au Yilong Li Xizhe Cao C. Pan Yisong Chen Guoping Wang 3DGS 27 0 0 23 Apr 2025
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis Khiem Vuong Anurag Ghosh Deva Ramanan S. Narasimhan Shubham Tulsiani 36 0 0 17 Apr 2025
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors Yanrui Bin Wenbo Hu Haoyuan Wang Xinya Chen Bing Wang DiffM 45 0 0 15 Apr 2025
BlockGaussian: Efficient Large-Scale Scene Novel View Synthesis via Adaptive Block-Based Gaussian Splatting Yongchang Wu Zipeng Qi Zhenwei Shi Zhengxia Zou 3DGS 26 0 0 12 Apr 2025
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion Yujin Wang Jiarui Wu Yichen Bian Fan Zhang Tianfan Xue 30 0 0 10 Apr 2025
Meta-Continual Learning of Neural Fields Seungyoon Woo Junhyeog Yun Gunhee Kim CLL AI4CE 24 1 0 08 Apr 2025
FIORD: A Fisheye Indoor-Outdoor Dataset with LIDAR Ground Truth for 3D Scene Reconstruction and Benchmarking Ulas Gunes Matias Turkulainen Xuqian Ren Arno Solin Juho Kannala Esa Rahtu 3DV 42 0 0 02 Apr 2025
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 56 1 0 01 Apr 2025
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction Yuanyuan Gao Hao Li Jiaqi Chen Zhengyu Zou Zhihang Zhong Dingwen Zhang Xiao-Fu Sun Junwei Han 3DGS 53 0 0 29 Mar 2025
MVSAnywhere: Zero-Shot Multi-View Stereo Sergio Izquierdo Mohamed Sayed Michael Firman Guillermo Garcia-Hernando Daniyar Turmukhambetov Javier Civera Oisin Mac Aodha Gabriel J. Brostow Jamie Watson 3DV 39 3 0 28 Mar 2025
LandMarkSystem Technical Report Zhenxiang Ma Zhenyu Yang Miao Tao Yuanzhen Zhou Zeyu He Yuchang Zhang Rong Fu Hengjie Li 3DGS 33 0 0 27 Mar 2025
DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds Youyu Chen Junjun Jiang Kui Jiang Xiao Tang Zhihao Li Xianming Liu Yinyu Nie 3DGS 50 0 0 24 Mar 2025
ClaraVid: A Holistic Scene Reconstruction Benchmark From Aerial Perspective With Delentropy-Based Complexity Profiling Radu Beche Sergiu Nedevschi 69 0 0 22 Mar 2025
UniK3D: Universal Camera Monocular 3D Estimation Luigi Piccinelli Christos Sakaridis Mattia Segu Y. Yang Siyuan Li Wim Abbeloos Luc Van Gool MDE 40 0 0 20 Mar 2025
OccluGaussian: Occlusion-Aware Gaussian Splatting for Large Scene Reconstruction and Rendering Shiyong Liu Xiao Tang Zhihao Li Yingfan He Chongjie Ye Jianzhuang Liu Binxiao Huang Shunbo Zhou Xiaofei Wu 3DGS 55 0 0 20 Mar 2025
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey Liewen Liao Weihao Yan Ming Yang Songan Zhang 3DV 84 0 0 17 Mar 2025
Beyond Existance: Fulfill 3D Reconstructed Scenes with Pseudo Details Yifei Gao Jun Huang Lei Wang Ruiting Dai Jun Cheng 3DGS 54 0 0 06 Mar 2025
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler Luigi Piccinelli Christos Sakaridis Y. Yang Mattia Segu Siyuan Li Wim Abbeloos Luc Van Gool MDE 41 6 0 27 Feb 2025
OpenFly: A Versatile Toolchain and Large-scale Benchmark for Aerial Vision-Language Navigation Yunpeng Gao C. Li Zhongrui You J. Liu Zhen Li ... Yan Ding Dong Wang Z. Wang Bin Zhao X. Li 39 3 0 25 Feb 2025
GS-Cache: A GS-Cache Inference Framework for Large-scale Gaussian Splatting Models Miao Tao Yuanzhen Zhou Haoran Xu Zeyu He Zhenyu Yang ... Zhenxiang Ma Rong Fu Hengjie Li X. Zhang Jidong Zhai 3DGS 63 1 0 24 Feb 2025
Neural Radiance Fields for the Real World: A Survey Wenhui Xiao Remi Chierchia Rodrigo Santa Cruz Xuesong Li David Ahmedt-Aristizabal Olivier Salvado Clinton Fookes Léo Lebrat AI4CE 65 0 0 22 Jan 2025
AI-Powered Urban Transportation Digital Twin: Methods and Applications Xuan Di Yongjie Fu Mehmet K.Turkcan Mahshid Ghasemi Zhaobin Mo Chengbo Zang Abhishek Adhikari Z. Kostić Gil Zussman AI4CE 24 0 0 30 Dec 2024
Proc-GS: Procedural Building Generation for City Assembly with 3D Gaussians Yixuan Li Xingjian Ran Linning Xu Tao Lu Mulin Yu Zhenzhi Wang Yuanbo Xiangli Dahua Lin Bo Dai 3DGS 78 3 0 10 Dec 2024
Horizon-GS: Unified 3D Gaussian Splatting for Large-Scale Aerial-to-Ground Scenes Lihan Jiang Kerui Ren Mulin Yu Linning Xu Junting Dong Tao Lu Feng Zhao Dahua Lin Bo Dai 3DGS 73 1 0 02 Dec 2024
ULSR-GS: Ultra Large-scale Surface Reconstruction Gaussian Splatting with Multi-View Geometric Consistency Zhuoxiao Li Shanliang Yao Qizhong Gao Ángel F. García-Fernández Yong Yue Angel F. Garcia-Fernandez Andrew Levers Xiaohui Zhu 3DGS 83 0 0 02 Dec 2024
AerialGo: Walking-through City View Generation from Aerial Perspectives Fuqiang Zhao Yijing Guo Siyuan Yang Xi Chen Luo Wang Lan Xu Y. Zhang Yujiao Shi Jingyi Yu 68 0 0 29 Nov 2024
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes Yang Liu Chuanchen Luo Zhongkai Mao Junran Peng Zhaoxiang Zhang 3DGS 62 5 0 01 Nov 2024
SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset Yubin Hu Kairui Wen Heng Zhou Xiaoyang Guo Y. Liu 3DV 27 0 0 29 Oct 2024
MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision Ruicheng Wang Sicheng Xu Cassie Dai Jianfeng Xiang Yu Deng Xin Tong Jiaolong Yang TPM 3DH MDE 50 29 0 24 Oct 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free Ziyue Li Tianyi Zhou MoE 63 16 0 14 Oct 2024
Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task Yao Li Sen Fang Tao Zhang Haipeng Cai 43 3 0 06 Oct 2024
Skyeyes: Ground Roaming using Aerial View Images Zhiyuan Gao Wenbin Teng Gonglin Chen Jinsen Wu Ningli Xu R. Qin Andrew Feng Yajie Zhao VGen 20 1 0 25 Sep 2024
Colorful Diffuse Intrinsic Image Decomposition in the Wild Chris Careaga Yağız Aksoy 23 4 0 20 Sep 2024
GaRField++: Reinforced Gaussian Radiance Fields for Large-Scale 3D Scene Reconstruction Hanyue Zhang Zhiliu Yang Xinhe Zuo Yuxin Tong Ying Long Chen Liu 3DGS 3DV 29 2 0 19 Sep 2024
Boundless: Generating Photorealistic Synthetic Data for Object Detection in Urban Streetscapes Mehmet Kerem Turkcan Yuyang Li Chengbo Zang Javad Ghaderi Gil Zussman Z. Kostić 24 1 0 04 Sep 2024
Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty Saining Zhang Baijun Ye Xiaoxue Chen Yuantao Chen Zongzheng Zhang Cheng Peng Yongliang Shi Hao Zhao 3DGS 32 5 0 27 Aug 2024
FLoD: Integrating Flexible Level of Detail into 3D Gaussian Splatting for Customizable Rendering Yunji Seo Young Sun Choi Hyun Seung Son Youngjung Uh 3DGS AI4CE 26 6 0 23 Aug 2024
FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering Guofeng Feng Siyan Chen Rong Fu Zimu Liao Yi Wang Tao Liu Zhilin Pei Hengjie Li Xingcheng Zhang Bo Dai 3DGS 21 25 0 15 Aug 2024
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation Zhenzhi Wang Yixuan Li Yanhong Zeng Youqing Fang Yuwei Guo ... Jing Tan Kai Chen Tianfan Xue Bo Dai Dahua Lin VGen 3DH 35 17 0 24 Jul 2024
Drantal-NeRF: Diffusion-Based Restoration for Anti-aliasing Neural Radiance Field Ganlin Yang Kaidong Zhang Jingjing Fu Dong Liu DiffM 28 0 0 10 Jul 2024
DRAGON: Drone and Ground Gaussian Splatting for 3D Building Reconstruction Yujin Ham Mateusz Michalkiewicz Guha Balakrishnan 40 1 0 01 Jul 2024
On Scaling Up 3D Gaussian Splatting Training Hexu Zhao Haoyang Weng Daohan Lu Ang Li Jinyang Li Aurojit Panda Saining Xie 3DGS 18 11 0 26 Jun 2024
StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal Chongjie Ye Lingteng Qiu Xiaodong Gu Qi Zuo Yushuang Wu Zilong Dong Liefeng Bo Yuliang Xiu Xiaoguang Han DiffM 27 38 0 24 Jun 2024
GeoBench: Benchmarking and Analyzing Monocular Geometry Estimation Models Yongtao Ge Guangkai Xu Zhiyue Zhao Libo Sun Zheng Huang Yanlong Sun Hao Chen Chunhua Shen MDE 37 3 0 18 Jun 2024
RetinaGS: Scalable Training for Dense Scene Rendering with Billion-Scale 3D Gaussians Bingling Li Shengyi Chen Luchao Wang Kaimin Liao Sijie Yan Yuanjun Xiong 3DGS 24 5 0 17 Jun 2024
CityCraft: A Real Crafter for 3D City Generation Jie Deng Wenhao Chai Junsheng Huang Zhonghan Zhao Qixuan Huang ... Shengyu Hao Wenhao Hu Jenq-Neng Hwang X. Li Gaoang Wang 34 12 0 07 Jun 2024