Publications

Selected Papers

 

face-tip2021 Explicit Facial Expression Transfer via Fine-Grained Representations

Z. Shao*, H. Zhu, J. Tang, X. Lu*, L. Ma*

IEEE Transactions on Image Processing, 2021

[arXiv], [bibTex]

blur-2020 Blur Removal via Blurred-Noisy Image Pair

C. Gu, X. Lu, Y. He, C. Zhang

IEEE Transactions on Image Processing, 2020

[arXiv], [bibTex]

FL-2020 Mutual Information Driven Federated Learning

M. Uddin, Y. Xiang, X. Lu, J. Yearwood, L. Gao

IEEE Transactions on Parallel and Distributed Systems, 2020

[paper], [bibTex]

pointfilter Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling

D. Zhang*, X. Lu*, H. Qin, Y. He (* joint first author)

IEEE Transactions on Visualization and Computer Graphics, 2020

[arXiv], [code], [bibTex]

revise Low Rank Matrix Approximation for 3D Geometry Filtering

X. Lu, S. Schaefer, J. Luo, L. Ma, Y. He

IEEE Transactions on Visualization and Computer Graphics, 2020

[ResearchGate], [arXiv], [Xplore], [code], [supplementary], [bibTex]

humanseg-iconip2020 Deep Patch-based Human Segmentation

D. Zhang, Z. Fang, X. Lu, H. Qin, A. Robles-Kelly, C. Zhang, Y. He

The 27th International Conference on Neural Information Processing (ICONIP2020)

[arXiv], [bibTex]

spm2020 Deep Feature-preserving Normal Estimation for Point Cloud Filtering

D. Lu*, X. Lu*, Y. Sun, J. Wang   (* joint first author)

Computer Aided Design, 2020 (Symposium on Solid and Physical Modeling 2020)

[arXiv], [code], [bibTex]

hlo HLO: Half-kernel Laplacian Operator for Surface Smoothing

W. Pan, X. Lu, Y. Gong, W. Tang, J. Liu, Y. He, G. Qiu

Computer Aided Design, 2020

[arXiv], [EXE], [bibTex]

1  3D Articulated Skeleton Extraction Using a Single Consumer-Grade Depth Camera

X. LuZ. Deng, J. Luo, W. Chen, S.K. Yeung, Y. He

Computer Vision and Image Understanding, 2019

[PDF], [Derivation_Material], [Results and EXE tool], [bibTex]

aaai2018 Unsupervised Articulated Skeleton Extraction from Point Set Sequences Captured by a Single Depth Camera

X. Lu, H. Chen, S.K. Yeung, Z. Deng, W. Chen

The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018)

[PDF], [Derivation_Material], [Results and EXE tool], [bibTex]

tec2016_2 GPF: GMM-inspired Feature-preserving Point Set Filtering

X. Lu, S. Wu, H. Chen, S.K. Yeung, W. Chen, M. Zwicker

IEEE Transactions on Visualization and Computer Graphics, 2017

[PDF], [VIDEO], [EXE(32bit)], [EXE(64bit)], [bibTex]

cagd_2017 Robust Mesh Denoising via Vertex Pre-filtering and L1-Median Normal Filtering

X. Lu, W. Chen, S. Schaefer

Computer Aided Geometric Design, 2017

[PDF], [VIDEO], [ComparewithOur], [bibTex]

tvcg2015 A Robust Scheme for Feature-preserving Mesh Denoising

X. Lu, Z. Deng, W. Chen

IEEE Transactions on Visualization and Computer Graphics, 2016

[PDF], [VIDEO], [DATA], [ComparewithOur], [bibTex]

 

Full list of papers

Notice: the publication list below may be incomplete due to delays. Refer to my ORCID for an up-to-date list. Most papers are also avaliable on ResearchGate.

 

Z. Shao, J. Cai, T.J. Cham, X. Lu, L. Ma. Unconstrained Facial Action Unit Detection via Latent Feature Domain. IEEE Transactions on Affective Computing, 2021. [arXiv], [bibTex]

Z. Shao, H. Zhu, J. Tang, X. Lu, L. Ma. Explicit Facial Expression Transfer via Fine-Grained Representations. IEEE Transactions on Image Processing, 2021. [arXiv], [bibTex]

C. Sitaula, Y. Xiang, S. Aryal, X. Lu. Scene Image Representation by Foreground, Background and Hybrid Features. Expert Systems With Applications, 2021. [arXiv], [bibTex]

J. Mao, T. Li, F. Zhang, X. Lu, J. Chang, M. Wang. Bas-relief Layout Arrangement via Automatic Method Optimization. The 34th International Conference on Computer Animation and Social Agents (CASA 2021), 2021. [paper] [bibTex]

S. Fung, X. Lu, C. Zhang, C-T. Li. DeepfakeUCL: Deepfake Detection via Unsupervised Contrastive Learning. The International Joint Conference on Neural Networks (IJCNN 2021). [arXiv], [bibTex]

X. Lu, Y. Wang, S. Fung, X. Qing. I-Nema: A Biological Image Dataset for Nematode Recognition, 2021. [arXiv], [GitHub], [bibTex]

U Fang, J Li, X Lu, M Ali, L Gao, Y Xiang. Chaotic-to-Fine Clustering for Unlabeled Plant Disease Images, Neurocomputing, 2021. [arXiv], [bibTex]

C. Gu, X. Lu, Y. He, C. Zhang. Blur Removal via Blurred-Noisy Image Pair. IEEE Transactions on Image Processing, 2020. [arXiv], [bibTex]

M. Uddin, Y. Xiang, X. Lu, J. Yearwood, L. Gao. Mutual Information Driven Federated Learning. IEEE Transactions on Parallel and Distributed Systems, 2020. [paper], [bibTex]

D. Zhang*, X. Lu*, H. Qin, Y. He (* joint first author). Pointfilter: Point Cloud Filtering via Encoder-Decoder Modeling. IEEE Transactions on Visualization and Computer Graphics, 2020. [arXiv], [code], [bibTex]

X. Lu, S. Schaefer, J. Luo, L. Ma, Y. He. Low Rank Matrix Approximation for 3D Geometry Filtering. IEEE Transactions on Visualization and Computer Graphics, 2020. [ResearchGate], [arXiv], [Xplore], [code], [supplementary], [bibTex]

G. Ou, G. Yu, C. Domeniconi, X. Lu, X. Zhang. Multi-label Zero-Shot Learning with Graph Convolutional Networks. Neural Networks, 2020. [paper], [bibTex]

D. Zhang, Z. Fang, X. Lu, H. Qin, A. Robles-Kelly, C. Zhang, Y. He. Deep Patch-based Human Segmentation. The 27th International Conference on Neural Information Processing (ICONIP2020). [arXiv], [bibTex]

D. Feng, X. Lu, X. Lin. Deep Detection for Face Manipulation. The 27th International Conference on Neural Information Processing (ICONIP2020). [arXiv], [bibTex]

T. Nakane, N. Bold, H. Sun, X. Lu, T. Akashi, C. Zhang. Application of evolutionary and swarm optimization in computer vision: a literature survey. IPSJ Transactions on Computer Vision and Applications, 2020. [paper], [bibTex]

C. Xu, W. Yu, Y. Li, X. Lu, M. Wang, X. Yang. KeyFrame extraction for human motion capture data via multiple binomial fitting. Computer Animation and Virtual Worlds, 2020. [paper], [bibTex]

Y. Pei, Z. Huang, W. Yu, M. Wang, X. Lu. A Cascaded Approach for Keyframes Extraction from Videos. International Conference on Computer Animation and Social Agents, 2020. [paper], [bibTex]

T. Nakane, X. Lu, C. Zhang. A Search History-Driven Offspring Generation Method for the Real-Coded Genetic Algorithm. Computational Intelligence and Neuroscience, 2020. [paper], [bibTex]

C. Zhang, X. Lu, T. Akashi. Blur-Countering Keypoint Detection via Eigenvalue Asymmetry. IEEE Access, 2020. [arXiv], [bibTex]

W. Yuan, H. Song, C. Chen, Y. Xie, L. Ma, X. Lu, Y. Qu. Learn to Explore the Correlation for Few-shot Classification via Prototypical Graph Network.

C. Gu, X. Lu, C. Zhang. Continuous Color Transfer. [arXiv], [bibTex]

C. Dai, W. Pan, X. Lu. Segmentation Based Mesh Denoising. [arXiv], [bibTex]

C. Sitaula, S. Aryal, Y. Xiang, A. Basnet, X. Lu. Content and Context Features for Scene Image Representation. [arXiv], [bibTex]

C. Chen, W. Yuan, X. Lu, L. Ma. Spoof Face Detection Via Semi-Supervised Adversarial Training. [arXiv], [bibTex]

D. Lu*, X. Lu*, Y. Sun, J. Wang   (* joint first author). Deep Feature-preserving Normal Estimation for Point Cloud Filtering. Computer Aided Design, 2020 (Symposium on Solid and Physical Modeling 2020). [arXiv], [code], [bibTex]

W. Pan, X. Lu, Y. Gong, W. Tang, J. Liu, Y. He, G. Qiu. HLO: Half-kernel Laplacian Operator for Surface Smoothing. Computer Aided Design, 2020. [arXiv], [EXE], [bibTex]

T. Nakane, X. Lu, C. Zhang. SHX: Search History Driven Crossover for Real-Coded Genetic Algorithm. Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020. [arXiv], [bibTex]

C. Sitaula, Y. Xiang, A. Basnet, S. Aryal, X. Lu. HDF: Hybrid Deep Features for Scene Image Representation. The International Joint Conference on Neural Networks (IJCNN 2020). [arXiv], [bibTex]

C. Zhang, X. Lu, K. Hotta, X. Yang. G2MF-WA: Geometric Multi-Model Fitting with Weakly Annotated Data. The 8th international conference on Computational Visual Media (CVM 2020). [arXiv], [bibTex]

C. Sitaula, Y. Xiang, A. Basnet, S. Aryal, X. Lu. Tag-based Semantic Features for Scene Image Classification. The 26th International Conference on Neural Information Processing, 2019. [arXiv], [bibTex]

C. Sitaula, Y. Xiang, S. Aryal, X. Lu. Unsupervised Deep Features for Privacy Image Classification. The 9th Pacific-Rim Symposium on Image and Video Technology, 2019. [arXiv], [bibTex]

X. LuZ. Deng, J. Luo, W. Chen, S.K. Yeung, Y. He. 3D Articulated Skeleton Extraction Using a Single Consumer-Grade Depth Camera. Computer Vision and Image Understanding, 2019. [PDF], [Derivation_Material], [Results and EXE tool], [bibTex]

T. Nakane, T. Akashi, X. Lu, C. Zhang. A probabilistic bitwise genetic algorithm for B-spline based image deformation estimation. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019. [arXiv], [bibTex]

C. Sitaula, Y. Xiang, Y. Zhang, X. Lu, S. Aryal. Indoor Image Representation by High-Level Semantic Features. IEEE Access, 2019. [arXiv], [bibTex]

X. Lu, H. Chen, S.K. Yeung, Z. Deng, W. Chen. Unsupervised Articulated Skeleton Extraction from Point Set Sequences Captured by a Single Depth Camera. The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018). [PDF], [Derivation_Material], [Results and EXE tool], [bibTex]

X. Lu, S. Wu, H. Chen, S.K. Yeung, W. Chen, M. Zwicker. GPF: GMM-inspired Feature-preserving Point Set Filtering. IEEE Transactions on Visualization and Computer Graphics, 2017. [PDF], [VIDEO], [EXE(32bit)], [EXE(64bit)], [bibTex]

X. Lu, W. Chen, S. Schaefer. Robust Mesh Denoising via Vertex Pre-filtering and L1-Median Normal Filtering. Computer Aided Geometric Design, 2017. [PDF], [VIDEO], [ComparewithOur], [bibTex]

X. Lu, X. Liu, Z. Deng, W. Chen. An Efficient Approach for Feature-preserving Mesh Denoising. Optics and Lasers in Engineering, 2017. [PDF], [VIDEO], [bibTex]

X. Lu, Z. Deng, W. Chen. A Robust Scheme for Feature-preserving Mesh Denoising. IEEE Transactions on Visualization and Computer Graphics, 2015. [PDF], [VIDEO], [DATA], [ComparewithOur], [bibTex]

K. Su, Z.Wang, X. Lu, W. Chen. An Original-Stream Based Solution for Smoothly Replaying High-definition Videos in Desktop Virtualization Systems. Journal of Visual Languages and Computing, 2014. [PDF], [bibTex]

X. Lu, W. Chen, M. Xu, Z. Wang, Z. Deng, Y. Ye. AA-FVDM: An Accident-Avoidance Full Velocity Difference Model for Animating Realistic Street-level Traffic in Rural Scenes. Computer Animation and Virtual Worlds, 2014. [PDF], [VIDEO], [bibTex]

X. Lu, Z. Wang, M. Xu, W. Chen, Z. Deng. A Personality Model for Animating Heterogeneous Traffic Behaviors. Computer Animation and Virtual Worlds, 2014. [PDF], [VIDEO], [bibTex]

X. Lu, W. Chen, M. Xu, Z. Wang, Z. Deng, Y. Ye. An accident-avoidance full velocity difference model for animating realistic street-level traffic in rural scenes. The 26th Conference on Computer Animation and Social Agents, 2013. [PDF], [bibTex]

X. Lu, M. Xu, W. Chen, Z. Wang, A. El. Rhalibi. Adaptive-AR Model with Drivers’ Prediction for Traffic Simulation. International Journal of Computer Games Technology, 2013. [PDF], [bibTex]

 

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