Mesh Neural Networks Based on Dual Graph Pyramids

Xiang-Li Li, Zheng-Ning Liu, Tuo Chen, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu.

IEEE Transactions on Visualization and Computer Graphics (TVCG), DOI: 10.1109/TVCG.2023.3257035, 2023.

[Early Access]  

Long Range Pooling for 3D Large-Scale Scene Understanding

Xiang-Li Li, Meng-Hao Guo, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2023), accepted.

[arXiv]

Neural 3D reconstruction from sparse views using geometric priors

Tai-Jiang Mu, Hao-Xiang Chen, Jun-Xiong Cai, Ning Guo.

Computational Visual Media 2023, DOI: 10.1007/s41095-023-0337-5.

[Early Access]

Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks

Meng-Hao Guo, Zheng-Ning Liu, Tai-Jiang Mu, Shi-Min Hu.

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), DOI: 10.1109/TPAMI.2022.3211006, 2022

[arXiv, Early Access]   Code

SceneViewer: Automating Residential Photography in Virtual Environments

Shao-Kui Zhang, Hou Tam, Yi-Xiao Li, Tai-Jiang Mu, Song-Hai Zhang.

IEEE Transactions on Visualization and Computer Graphics (TVCG), DOI: 10.1109/TVCG.2022.3214836, 2022.

[Early Access]

Recursive-NeRF: An Efficient and Dynamically Growing NeRF

Guo-Wei Yang, Wen-Yang Zhou, Hao-Yang Peng, Dun Liang, Tai-Jiang Mu, Shi-Min Hu.

IEEE Transactions on Visualization and Computer Graphics (TVCG), DOI: 10.1109/TVCG.2022.3204608, 2022.

[arXiv, Early Access]   Code  

CIRCLE: Convolutional Implicit Reconstruction and Completion for Large-scale Indoor Scene

Hao-Xiang Chen, Jiahui Huang, Tai-Jiang Mu*, Shi-Min Hu.

Proceedings of the European Conference on Computer Vision (ECCV 2022), LNCS, volume 13692, 506-522.

PAPER  [arXiv]   Code

Joint Hand and Object Pose Estimation from a Single RGB Image using High-level 2D Constraints

Hao-Xuan Song, Tai-Jiang Mu*, Ralph R. Martin.

Computer Graphics Forum 41(7): 383-394 (2022).

PAPER

ObjectFusion: Accurate Object-level SLAM with Neural Object Priors

Zi-Xin Zou, Shi-Sheng Huang, Tai-Jiang Mu*, Yu-Ping Wang.

Graphical Models 2022, Volume 123, 101165.

PAPER

ClusterGNN: Cluster-Based Coarse-To-Fine Graph Neural Network for Efficient Feature Matching

Yan Shi, Jun-Xiong Cai, Yoli Shavit, Tai-Jiang Mu, Wensen Feng, Kai Zhang.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2022), 12517-12526.

[arXiv, CvF version]

Subdivision-Based Mesh Convolution Networks

Shi-Min Hu, Zheng-Ning Liu, Meng-Hao Guo, Jun-Xiong Cai, Jiahui Huang, Tai-Jiang Tai, Ralph R. Martin.

ACM Transactions on Graphics (TOG) 41(3): 25:1-25:16 (2022)

PAPER   Code  

Accurate Dynamic SLAM Using CRF-Based Long-Term Consistency

Zheng-Jun Du, Shi-Sheng Huang, Tai-Jiang Mu*, Qunhe Zhao, Ralph R. Martin and Kun Xu.

IEEE Transactions on Visualization and Computer Graphics (TVCG) 28(4): 1745-1757 (2022).

PAPER[CVM2020 Version]   Video   Supp   Code

Supervoxel Convolution for Online 3D Semantic Segmentation

Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu, Shi-Min Hu.

ACM Transactions on Graphics (TOG) 40(3): 34:1-34:15 (2021).

PROJECT   PAPER   Video   Supp  

PCT: Point Cloud Transformer

Meng-Hao Guo, Jun-Xiong Cai, Zheng-Ning Liu, Tai-Jiang Mu, Ralph R. Martin, Shi-Min Hu.

Computational Visual Media 7(2): 187-199 (2021)

PAPER   Code  

ClusterVO: Clustering Moving Instances and Estimating Visual Odometry for Self and Surroundings

Jia-Hui Huang, Sheng Yang, Tai-Jiang Mu and Shi-Min Hu.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2168-2177, 2020.

PAPER  

Lidar-Monocular Visual Odometry using Point and Line Features

Shi-Sheng Huang, Ze-Yu Ma, Tai-Jiang Mu, Hongbo Fu and Shi-Min Hu.

Proceedings of the International Conference on Robotics and Automation (ICRA), 1091-1097, 2020.

PAPER   Video  

S4Net: Single Stage Salient-Instance Segmentation

Ruochen Fan, Ming-Ming Cheng, Qibin Hou, Tai-Jiang Mu, Jingdong Wang and Shi-Min Hu.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 6103-6112, 2019.

PAPER   PROJECT   Code

A Response Time Model for Abrupt Changes in Binocular Disparity

Tai-Jiang Mu, Jia-Jia Sun, Ralph R. Martin, and Shi-Min Hu.

The Visual Computer 31(5): 675-687 (2015).

PAPER  

Stereoscopic Image Completion and Depth Recovery

Tai-Jiang Mu, Ju-Hong Wang, Song-Pei Du, and Shi-Min Hu.

The Visual Computer 30(6-8): 833-843 (2014).

PAPER