Lubin Fan's Publications

2025

TrackGS: Optimizing COLMAP-Free 3D Gaussian Splatting with Global Track Constraints
Dongbo Shi, Shen Cao, Lubin Fan*, Bojian Wu, Jinhui Guo,
Renjie Chen*, Ligang Liu, Jieping Ye
arXiv, 2025.
[project] [paper]

HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting
Jingyu Lin, Jiaqi Gu, Lubin Fan*, Bojian Wu, Yujing Lou,
Renjie Chen*, Ligang Liu, Jieping Ye
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
[project] [paper]

CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery
Chenghao Zhang, Lubin Fan*, Shen Cao, Bojian Wu, Jieping Ye
IEEE International Conference on Robotics and Automation
(ICRA), 2025.
[paper]

PTZ-Calib: Robust Pan-Tilt-Zoom Camera Calibration
Jinhui Guo, Lubin Fan*, Bojian Wu, Jiaqi Gu, Shen Cao, Jieping Ye
IEEE International Conference on Robotics and Automation
(ICRA), 2025.
[paper] [code]

NoPe-NeRF++: Local-to-Global Optimization of NeRF with No Pose Prior
Dongbo Shi, Shen Cao, Bojian Wu, Jinhui Guo, Lubin Fan*,
Renjie Chen*, Ligang Liu, Jieping Ye
Eurographics, 2025.
to appear

2024

AddressCLIP: Empowering Vision-Language Models for City-wide Image Address Localization
Shixiong Xu, Chenghao Zhang, Lubin Fan*, Gaofeng Meng*, Shiming Xiang, Jieping Ye
European Conference on Computer Vision (ECCV), 2024.
[project] [paper] [code]

Learning Neural Volumetric Pose Features for Camera Localization
Jingyu Lin, Jiaqi Gu, Bojian Wu, Lubin Fan*, Renjie Chen*,
Ligang Liu, Jieping Ye
European Conference on Computer Vision (ECCV), 2024.
[project] [paper]

2022

Homography Loss for Monocular 3D Object Detection
Jiaqi Gu, Bojian Wu, Lubin Fan, Jianqiang Huang, Shen Cao,
Zhiyu Xiang, Xian-Sheng Hua
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
[project] [paper]

6D Object Pose Estimation in Cluttered Scenes from RGB Images
Xiaolong Yang, Xiaohong Jia, Yuan Liang, Lubin Fan
Journal of Computer Science and Technology, 2022.
[paper]

A Topography-Aware Approach to the Automatic Generation of Urban Road Networks
Zhou Fang, Jiaxin Qi, Lubin Fan, Jianqiang Huang, Ying Jin,
Tianren Yang.
International Journal of Geographical Information Science,
Vol. 36, No. 10, pp. 2035-2059, 2022.
[paper]

A Framework for Human-Computer Interactive Street Network Design Based on a Multi-Stage Deep Learning Approach
Zhou Fang, Jiaxin Qi, Lubin Fan, Jianqiang Huang, Ying Jin,
Tianren Yang.
Computers, Environment and Urban Systems, 2022.
[paper]

2021

Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis
Jing Ren, Biao Zhang, Bojian Wu, Jianqiang Huang, Lubin Fan, Maks Ovsjanikov, Peter Wonka.
ACM Transactions on Graphics (presented at SIGGRAPH Aisa),
Vol. 40, No. 6, Article 249, 2021.
[paper] [code]

DecorIn: An Automatic Method for Plane-based Decorating
Yuan Liang, Lubin Fan, Peiran Ren, Xuansong Xie, Xian-Sheng Hua.
IEEE Transactions on Visualization and Computer Graphics (TVCG), Vol. 27, No. 8, pp. 3438-3450, 2021.
[paper]

Enhance Image as You Like with Unpaired Learning
Xiaopeng Sun, Muxingzi Li, Tianyu He, Lubin Fan.
IJCAI, pp. 1011-1017, 2021.
[paper] [code]

Robust Ellipse Fitting Using Hierarchical Gaussian Mixture Models
Mingyang Zhao, Xiaohong Jian, Lubin Fan, Yuan Liang,
Dong-Ming Yan.
IEEE Trans. Image Process (TIP), Vol. 30, pp. 3828-3843, 2021.
[paper] [code]

Combining Convex Hull and Directed Graph for Fast and Accurate Ellipse Detection
Zeyu Shen, Mingyang Zhao, Xiaohong Jian, Yuan , Lubin Fan, Dong-Ming Yan.
Graphical Model, Article 116, 2021.
[paper]

2020

Distinguishing Computer-Generated Images from Natural Images Using Channel and Pixel Correlation
Ruisong Zhang, Weize Quan, Lubin Fan,
Liming Hu, Dong-Ming Yan
Journal of Computer Science and Technology, 20209.
[paper] [code]

2019

A Late Fusion CNN for Digital Matting
Yunke Zhang, Lixue Gong, Lubin Fan, Peiran Ren
Qixing Huang, Hujun Bao, Weiwei Xu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[project] [paper] [code]

2018

MIQP-based Layout Design for Building Interiors
Wenming Wu, Lubin Fan*, Ligang Liu, Peter Wonka
Computer Graphics Forum (Proc. of Eurographics),
Vol. 37 No. 2, pp. 511-521, 2018. (* corresponding author)
[project] [paper] [video] [slides]

2016

A Probabilistic Model for Exteriors of Residential Buildings
Lubin Fan and Peter Wonka
ACM Transactions on Graphics (presented at SIGGRAPH),
Vol. 35, No. 5, Article 155, 2016.
[project] [paper] [video] [slides]

2014

Structure Completion for Facade Layouts
Lubin Fan , Przemyslaw Musialski, Ligang Liu, Peter Wonka
ACM Transactions on Graphics (Proc. of SIGGRAPH Asia),
Vol. 33, No. 6, Article 210, 2014.
[project] [paper] [video] [slides]

2013

Modeling by Drawing with Shadow Guidance
Lubin Fan , Ruimin Wang, Linlin Xu, Jiansong Deng, Ligang Liu
Computer Graphics Forum (Proc. of Pacific Graphics),
Vol. 32, No. 7, pp. 157-166, 2013.
[project] [paper] [video] [slides]

2012

Co-Segmentation of 3D Shape via Subspace Clustering
Ruizhen Hu, Lubin Fan and Ligang Liu.
Computer Graphics Forum (Proc. of Symposium on Geometry Processing),
Vol. 31, No. 5, pp. 1703-1711, 2012.
[project] [paper] [video] [slides]

Sketch-based Mesh Cutting: A Comparative Study
Lubin Fan, Min Meng, and Ligang Liu.
Graphical Models, Vol. 74, No.6, pp. 292-301, 2012.
[project] [paper]

2011

iCutter: A Direct Cut Out Tool for 3D Shapes
Min Meng, Lubin Fan and Ligang Liu.
Journal of Computer Animation and Virutal Worlds,
Vol. 22, No. 4, pp. 335-342, 2011.
[project page] [paper] [video] [slides]

Paint Mesh Cutting
Lubin Fan, Ligang Liu, and Kun Liu.
Computer Graphics Forum (Proc. of Eurographics),
Vol. 30, No. 2, pp. 287-296, 2011.
[project] [paper] [video] [slides]

A Comparative Evaluation of Foreground/Background Sketch-based Mesh Segmentation Algorithms
Min Meng, Lubin Fan, and Ligang Liu.
Computers & Graphics (Proc. of Shape Modeling International),
Vol. 35, No. 3, pp. 650-660, 2011.
[project] [paper] [slides]