Teaching Activities
I teach the following modules in the academic year 2021/22:
- CM1208 Maths for Computer Science
- CMT307 Applied Machine Learning (shared with Dr. Y. Li and Dr. Y. Qin)
- CMT316 Applications of Machine Learning (shared with Dr. Y. Li and Dr. Y. Qin)
2022
| | Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.
|
| | Mesh-based variational autoencoders for localized deformation component analysis
Qingyang Tan, Ling-Xiao Zhang, Jie Yang, Yu-Kun Lai, Lin Gao
IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.
[paper] [doi] |
| | Geometry-guided Dense Perspective Network for Speech-Driven Facial Animation
Jingying Liu, Binyuan Hui, Kun Li, Yunke Liu, Yu-Kun Lai, Yuxiang Zhang, Yebin Liu, Jingyu Yang
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [code] [doi] |
| | Context-Consistent Generation of Indoor Virtual Environments based on Geometry Constraints
Yu He, Ying-Tian Liu, Yi-Han Jin, Song-Hai Zhang, Yu-Kun Lai, Shi-Min Hu
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [doi] |
| | Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders
Jie Yang, Lin Gao, Qingyang Tan, Yi-Hua Huang, Shihong Xia, Yu-Kun Lai
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [doi] |
| | 3D-CariGAN: an end-to-end solution to 3D caricature generation from normal face photos
Zipeng Ye, Mengfei Xia, Yanan Sun, Ran Yi, Minjing Yu, Juyong Zhang, Yu-Kun Lai, Yong-Jin Liu
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [code] [doi] |
| | GAN-based Multi-Style Photo Cartoonization
Yezhi Shu, Ran Yi, Mengfei Xia, Zipeng Ye, Wang Zhao, Yang Chen, Yu-Kun Lai, Yong-Jin Liu
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [code] [doi] |
| | Synthesizing Mesh Deformation Sequences with Bidirectional LSTM
Yi-Ling Qiao, Yu-Kun Lai, Hongbo Fu, Lin Gao
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [doi] |
| | Hierarchical Reinforcement Learning With Universal Policies for Multistep Robotic Manipulation
Xintong Yang, Ze Ji, Jing Wu, Yu-Kun Lai, Changyun Wei, Guoliang Liu, Rossitza Setchi
IEEE Transactions on Neural Networks and Learning Systems, to appear.
[paper] [code] [doi] |
| | Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels
Zipeng Ye, Mengfei Xia, Ran Yi, Juyong Zhang, Yu-Kun Lai, Xuwei Huang, Guoxin Zhang, Yong-Jin Liu
IEEE Transactions on Multimedia, to appear.
[paper] [doi] |
| | An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals
Xiaobing Du, Cuixia Ma, Guanhua Zhang, Jinyao Li, Yu-Kun Lai, Guozhen Zhao, Xiaoming Deng, Yong-Jin Liu, Hongan Wang
IEEE Transactions on Affective Computing, to appear.
[paper] [doi] |
| | Learning on 3D Meshes With Laplacian Encoding and Pooling
Yi-Ling Qiao, Lin Gao, Jie Yang, Paul L. Rosin, Yu-Kun Lai, Xilin Chen
IEEE Transactions on Visualization and Computer Graphics, vol. 28(2), pp. 1317-1327, 2022.
[paper] [code] [doi] |
| | E-ffective: A Visual Analytic System for Exploring the Emotion and Effectiveness of Inspirational Speeches
Kevin Maher, Zeyuan Huang, Jiancheng Song, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang
IEEE Transactions on Visualization and Computer Graphics, vol. 28(1), pp. 508-517, 2022.
[paper] [doi] |
Other Publications:
- P. L. Rosin, Y.-K. Lai, D. Mould, R. Yi, I. Berger, L. Doyle, S. Lee, C. Li, Y.-J. Liu, A. Semmo, A. Shamir, M. Son, H. Winnemöller, NPRportrait 1.0: a three-level benchmark for non-photorealistic rendering of portraits, Computational Visual Media, to appear. [paper]
- Y. Tang, Y. Zhang, X. Han, F.-L. Zhang, Y.-K. Lai, R. Tong, 3D corrective nose reconstruction from a single image, Computational Visual Media, vol. 8(2), pp. 225-237, 2022. [paper] [doi]
- D. George, X. Xie, Y.-K. Lai, G. K.L. Tam, A deep learning driven active framework for segmentation of large 3D shape collections, Computer-Aided Design, vol. 144, 103179, 2022. [paper] [doi] [project (inc. code/dataset)]
- R. Yi, Y. Weng, M. Yu, Y.-K. Lai, Y.-J. Liu, Lesion region segmentation via weakly supervised learning, Quantitative biology, to appear. [paper] [doi]
2021
| | DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control
Shu-Yu Chen, Feng-Lin Liu, Yu-Kun Lai, Paul L. Rosin, Chunpeng Li, Hongbo Fu, Lin Gao
ACM Transactions on Graphics (ACM SIGGRAPH), vol. 40(4), pp. 90:1-15, 2021.
[paper] [code] [video] [doi] |
| | Knitting 4D Garments with Elasticity Controlled for Body Motion
Zishun Liu, Xingjian Han, Yuchen Zhang, Xiangjia Chen, Yu-Kun Lai, Eugeni L. Doubrovski, Emily Whiting, Charlie C.L. Wang
ACM Transactions on Graphics (ACM SIGGRAPH), vol. 40(4), pp. 62:1-16, 2021.
[paper] [code] [video] [doi] |
| | TM-NET: Deep Generative Networks for Textured Meshes
Lin Gao, Tong Wu, Yu-Jie Yuan, Ming-Xian Lin, Yu-Kun Lai, Hao Zhang
ACM Transactions on Graphics (ACM SIGGRAPH Asia), vol. 40(6), pp. 263:1-15, 2021.
[paper] [code] [video] [doi] |
| | Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs
Ran Yi, Mengfei Xia, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43(10), pp. 3462-3475, 2021.
[paper] [code] [doi] |
| | Feature-Aware Uniform Tessellations on Video
Manifold for Content-Sensitive Supervoxels
Ran Yi, Zipeng Ye, Wang Zhao, Minjing Yu, Yu-Kun Lai, Yong-Jin Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43(9), pp. 3183-3195, 2021.
[paper] [code] [doi] |
| | Vote-based 3D Object Detection with Context Modeling and SOB-3DNMS
Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Yiming Zhang, Kai Xu, Jun Wang
International Journal of Computer Vision, vol. 129(6), pp. 1857-1874, 2021.
[paper] [doi] |
| | PRS-Net: Planar Reflective Symmetry Detection
Net for 3D Models
Lin Gao, Ling-Xiao Zhang, Hsien-Yu Meng, Yi-Hui Ren, Yu-Kun Lai, Leif Kobbelt
IEEE Transactions on Visualization and Computer Graphics, vol. 27(6), pp. 3007-3018, 2021.
[paper] [code] [doi] |
| | Sparse Data Driven Mesh Deformation
Lin Gao, Yu-Kun Lai, Jie Yang, Ling-Xiao Zhang, Shihong Xia, Leif Kobbelt
IEEE Transactions on Visualization and Computer Graphics, vol. 27(3), pp. 2085-2100, 2021.
[paper] [doi] [video] |
| | Content-Preserving Image Stitching with Piecewise
Rectangular Boundary Constraints
Yun Zhang, Yu-Kun Lai, Fang-Lue Zhang
IEEE Transactions on Visualization and Computer Graphics, vol. 27(7), pp. 3198-3212, 2021.
[paper] [doi] |
| | Active Arrangement of Small Objects in 3D Indoor Scenes
Suiyun Zhang, Zhizhong Han, Yu-Kun Lai, Matthias Zwicker, Hui Zhang
IEEE Transactions on Visualization and Computer Graphics, vol. 27(4), pp. 2250-2264, 2021.
[paper] [doi] |
| | BiSPL: Bidirectional Self-Paced Learning for Recognition from Web Data
Xiaoping Wu, Jianlong Chang, Yu-Kun Lai, Jufeng Yang, Qi Tian
IEEE Transactions on Image Processing, vol. 30, pp. 6512-6527, 2021
[paper] [doi] |
| | MW-GAN: Multi-Warping GAN for Caricature Generation with Multi-Style Geometric Exaggeration
Haodi Hou, Jing Huo, Jing Wu, Yu-Kun Lai, Yang Gao
IEEE Transactions on Image Processing, vol. 30, pp. 8644-8657, 2021.
[paper] [doi] |
| | Image-Guided Human Reconstruction via Multi-Scale Graph Transformation Networks
Kun Li, Hao Wen, Qiao Feng, Yuxiang Zhang, Xiongzheng Li, Jing Huang, Cunkuan Yuan, Yu-Kun Lai, Yebin Liu
IEEE Transactions on Image Processing, vol. 30, pp. 5239-5251, 2021.
[paper] [code] [doi] |
| | Sparse MDMO: Learning a Discriminative
Feature for Micro-Expression Recognition Yong-Jin Liu, Bing-Jun Li, Yu-Kun Lai IEEE Transactions on Affective Computing, vol. 12(1), pp. 254-261, 2021.
[paper] [doi] [code]
|
| | APSE: Attention-Aware Polarity-Sensitive Embedding for Emotion-Based Image Retrieval Xingxu Yao, Sicheng Zhao, Yu-Kun Lai, Dongyu She, Jie Liang, Jufeng Yang IEEE Transactions on Multimedia, vol. 23, pp. 4469-4482, 2021.
[paper] [doi]
|
| | Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning Ming-Xian Lin, Jie Yang, He Wang, Yu-Kun Lai, Rongfei Jia, Binqiang Zhao, Lin Gao IEEE International Conference on Computer Vision (ICCV), 2021.
[paper] [official version] [code]
|
| | Manifold Alignment for Semantically Aligned Style Transfer Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao IEEE International Conference on Computer Vision (ICCV), 2021 (oral).
[paper] [official version] [code]
|
| | MLVSNet: Multi-level Voting Siamese Network for 3D Visual Tracking Zhoutao Wang, Qian Xie, Yu-Kun Lai, Jing Wu, Kun Long and Jun Wang IEEE International Conference on Computer Vision (ICCV), 2021.
[paper] [official version] [code]
|
| | VENet: Voting Enhancement Network for 3D Object Detection Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Dening Lu, Mingqiang Wei, Jun Wang IEEE International Conference on Computer Vision (ICCV), 2021.
[paper] [official version]
|
| | PISE: Person Image Synthesis and Editing with Decoupled GAN Jinsong Zhang, Kun Li, Yu-Kun Lai, Jingyu Yang IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[paper] [official version] [code]
|
| | Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment Dongyu She, Yu-Kun Lai, Gaoxiong Yi, Kun Xu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[paper] [official version] [code]
|
| | Augmented Reality Glasses as a Mobility Aid for People with Low Vision: a Feasibility Study of Experiences and Requirements Hein Min Htike, Tom H. Margrain, Yu-Kun Lai, Parisa Eslambolchilar ACM Conference on Human Factors in Computing Systems (CHI), 2021.
[paper] [doi]
|
Other Publications:
- J. Huang, S. Yang, Z. Zhao, Y.-K. Lai, S.-M. Hu, ClusterSLAM: a SLAM backend for simultaneous rigid body clustering and motion estimation, Computational Visual Media, vol. 7, pp. 87-101, 2021. [paper] [doi]
- X. Yang, Z. Ji, J. Wu, Y.-K. Lai, An open-source multi-goal reinforcement learning environment for robotic manipulation with Pybulleet, Towards Autonomous Robotic Systems Conference (TAROS), 2021. [paper] [supp.] [code]
- L. Yang, J. Wu, J. Huo, Y.-K. Lai, Y. Gao, Learning 3D face reconstruction from a single sketch, Graphical Models, vol. 115, 101102, 2021. [doi]
- Z. Jiang, H. Yue, Y.-K. Lai, J. Yang, Y. Hou, C. Hou, Deep edge map guided depth super resolution, Signal Processing: Image Communication, vol. 90, 116040, 2021. [paper] [doi]
2020
| | Noise-Resilient Reconstruction of Panoramas and 3D Scenes using
Robot-Mounted Unsynchronized Commodity RGB-D Cameras
Sheng Yang, Beichen Li, Yan-Pei Cao, Hongbo Fu, Yu-Kun Lai, Leif Kobbelt, Shi-Min Hu
ACM Transactions on Graphics, vol. 39(5), 152, 2020.
[paper] [doi] |
| | A survey on deep geometry learning: from a representation perspective
Yun-Peng Xiao, Yu-Kun Lai, Fang-Lue Zhang, Chunpeng Li, Lin Gao
Computational Visual Media, vol. 6(2), pp. 113-133, 2020.
[paper] [doi] |
| | Sparse Graph Regularized Mesh Color Edit
Propagation
Bo Li, Yu-Kun Lai, Paul L. Rosin
IEEE Transactions on Image Processing, vol. 29, pp. 5408-5419, 2020.
[paper] [doi] |
| | Learning to Reconstruct and Understand
Indoor Scenes From Sparse Views
Jingyu Yang, Ji Xu, Kun Li, Yu-Kun Lai, Huanjing Yue, Jianzhi Lu, Hao Wu, Yebin Liu
IEEE Transactions on Image Processing, vol. 29, pp. 5753-5766, 2020.
[paper] [doi] |
| | Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[paper] [code] [official version] |
| | MLCVNet: Multi-Level Context VoteNet for 3D Object Detection
Qian Xie, Yu-Kun Lai, Jing Wu, Zhoutao Wang, Yiming Zhang, Kai Xu, Jun Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[paper] [code] [official version] |
| | SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches
Fang Liu, Changqing Zou, Xiaoming Deng, Ran Zuo, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang
European Conference on Computer Vision (ECCV), 2020.
[paper] [official version] |
| | Ranking-Preserving Cross-Source Learning for
Image Retargeting Quality Assessment
Yong-Jin Liu, Yiheng Han, Zipeng Ye, Yu-Kun Lai
IEEE Transactions on Pattern Analysis and Machine Intelligence, to appear.
[paper] [code] [doi] |
| | HeteroFusion: Dense Scene Reconstruction Integrating Multi-sensors
Sheng Yang, Beichen Li, Minghua Liu, Yu-Kun Lai, Leif Kobbelt, Shi-Min Hu
IEEE Transactions on Visualization and Computer Graphics, to appear.
[paper] [supplementary] [video] [doi] |
| | Semantic Labeling and Instance Segmentation of 3D Point Clouds using Patch Context Analysis and Multiscale Processing
Shi-Min Hu, Jun-Xiong Cai, Yu-Kun Lai
IEEE Transactions on Visualization and Computer Graphics, vol. 26(7), pp. 2485-2498, 2020.
[paper] [doi] |
| | Structure-Preserving Neural Style Transfer
Ming-Ming Cheng, Xiao-Chang Liu, Jie Wang, Shao-Ping Lu, Yu-Kun Lai, Paul L. Rosin
IEEE Transactions on Image Processing, vol. 29, pp. 909-920, 2020
[paper] [doi] |
| | WSCNet: Weakly Supervised Coupled Networks for Visual Sentiment Classification and Detection
Dongyu She, Jufeng Yang, Ming-Ming Cheng, Yu-Kun Lai, Paul L. Rosin, Liang Wang
IEEE Transactions on Multimedia, vol. 22(5), pp. 1358-1371, 2020.
[paper] [doi] |
| | PoNA: pose-guided non-local attention for human pose transfer
Kun Li, Jinsong Zhang, Yebin Liu, Yu-Kun Lai, Qionghai Dai
IEEE Transactions on Image Processing, vol. 29, pp. 9584-9599, 2020.
[paper] [code] [doi] |
| | Spatio-Temporal Reconstruction for
3D Motion Recovery
Jingyu Yang, Xin Guo, Kun Li, Meiyuan Wang, Yu-Kun Lai, Feng Wu
IEEE Transactions on Circuits and Systems for Video Technology, vol. 30(6), pp. 1583-1596, 2020
[paper] [doi]
|
Other Publications:
- Y.-J. Yuan, Y.-K. Lai, J. Yang, Q. Duan, H. Fu, L. Gao, Mesh variational autoencoders with edge contraction pooling, IEEE CVPR Workshop, 2020. [paper] [official version]
- J. Zhang, C. Li, Q. Song, L. Gao, Y.-K. Lai, Automatic 3D tooth segmentation using convolutional neural networks in harmonic parameter space, Graphical Models, vol. 109, 101071, 2020. [paper] [doi]
2019
| | RGB-D Image Analysis and Processing
Editors: Paul L. Rosin, Yu-Kun Lai, Ling Shao, Yonghuai Liu
Springer, ISBN 978-3-030-28603-3, 2019.
[publisher] |
| | SDM-NET: Deep Generative Network for Structured Deformable Mesh
Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao Zhang
ACM Transactions on Graphics, vol. 38(6), pp. 243, 2019.
[paper] [doi] [video] [project] |
| | Robust non-rigid registration with reweighted position and transformation sparsity
Kun Li, Jingyu Yang, Yu-Kun Lai, Daoliang Guo
IEEE Transactions on Visualization and Computer Graphics, vol. 25(6), pp. 2255-2269, 2019.
[paper] [doi] |
| | Automatic Example-based Image Colorization
using Location-Aware Cross-Scale Matching
Bo Li, Yu-Kun Lai, Matthew John, Paul L. Rosin
IEEE Transactions on Image Processing, vol. 28(9), pp. 4606-4619, 2019.
[paper] [doi]
|
| | Global 3D Non-Rigid Registration of Deformable Objects Using a Single RGB-D Camera
Jingyu Yang, Daoliang Guo, Kun Li, Zhenchao Wu, Yu-Kun Lai
IEEE Transactions on Image Processing, vol. 28(10), pp. 4746-4761, 2019.
[paper] [doi]
|
| | When facial expressions do and do not signal minds:
The role of face inversion, expression dynamism, and emotion type
Eva G. Krumhuber, Yu-Kun Lai, Paul L. Rosin, Kurt Hugenberg
Emotion, vol. 19(4), pp. 746-750, 2019.
[paper] [doi]
|
| |
APDrawingGAN: Generating Artistic Portrait Drawings from Face Photo swith Hierarchical GANs
Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2019 (oral).
[paper] [supplementary] [official version]
|
| |
IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition
Xiaoping Wu, Chi Zhan, Yu-Kun Lai, Ming-Ming Cheng, Jufeng Yang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2019 (oral).
[paper] [dataset] [official version]
|
| |
SketchGAN: Joint Sketch Completion and Recognition with Generative
Adversarial Network
Fang Liu, Xiaoming Deng, Yu-Kun Lai, Yong-Jin Liu, Cuixia Ma, Hongan Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
[paper] [official version]
|
| |
VV-NET: Voxel VAE Net with Group Convolutions for Point Cloud Segmentation
Hsien-Yu Meng, Lin Gao, Yu-Kun Lai, Dinesh Manocha
IEEE/CVF International Conference on Computer Vision (ICCV), 2019.
[paper] [official version]
|
| |
Joint Acne Image Grading and Counting via Label Distribution Learning
Xiaoping Wu, Ni Wen, Jie Liang, Yu-Kun Lai, Dongyu She, Ming-Ming Cheng, Jufeng Yang
IEEE/CVF International Conference on Computer Vision (ICCV), 2019.
[paper] [official version]
|
| |
Attention-Aware Polarity Sensitive Embedding for Affective Image Retrieval
Xingxu Yao, Dongyu She, Sicheng Zhao, Jie Liang, Yu-Kun Lai, Jufeng Yang
IEEE/CVF International Conference on Computer Vision (ICCV), 2019.
[paper] [official version]
|
| |
ClusterSLAM: A SLAM Backend for Simultaneous Rigid Body Clustering
and Motion Estimation
Jiahui Huang, Sheng Yang, Zishuo Zhao, Yu-Kun Lai, Shi-Min Hu
IEEE/CVF International Conference on Computer Vision (ICCV), 2019.
[paper] [official version]
|
| |
Probabilistic Projective Association and Semantic Guided Relocalization for Dense Reconstruction
Sheng Yang, Zheng-Fei Kuang, Yan-Pei Cao, Yu-Kun Lai, Shi-Min Hu
International Conference on Robotics and Automation (ICRA), 2019.
[paper] [doi]
|
Other Publications:
- K. Li, J. Liu, Y.-K. Lai, J. Yang, Generating 3D faces using multi-column graph convolutional networks, Computer Graphics Forum, vol. 38(7), pp. 215-224, 2019. [paper] [doi]
- H.-H. Zhao, P. L. Rosin, Y.-K. Lai, Block compressive sensing for solder joint images with wavelet packet thresholding, IEEE Transactions on Components, Packaging and Manufacturing Technology, vol. 9(6), pp. 1190-1199, 2019. [paper] [doi]
- Y.-J. Yuan, Y.-K. Lai, T. Wu, S. Xia, L. Gao, Data-driven weight optimization for real-time mesh deformation, Graphical Models, vol. 104, 2019. [paper] [doi]
- J.-X. Cai, T.-J. Mu, Y.-K. Lai, S.-M. Hu, Deep point-based scene labelling with depth mapping and geometric patch feature encoding, Graphical Models, vol. 104, 2019. [paper] [doi]
- T. Wang, D. George, Y.-K. Lai, X. Xie, G. K.L. Tam, Consistent segment-wise matching with multi-layer graphs, Computer Aided Geometric Design, vol. 70, pp. 31-45, 2019. [paper] [doi]
- R. Dyke, Y.-K. Lai, P. L. Rosin, G. K.L. Tam, Non-rigid registration under anisotropic deformations, Computer Aided Geometric Design, vol. 71, pp. 142-156, 2019. [paper] [doi]
- S. Zhang, Z. Han, Y.-K. Lai, M. Zwicker, H. Zhang, Stylistic scene enhancement GAN: mixed stylistic enhancement generation for 3D indoor scenes, The Visual Computer, vol. 35(6-8), pp. 1157-1169, 2019. [paper] [doi]
- Y. Zhang, Y.-K. Lai, F.-L. Zhang, Stereoscopic image stitching with rectangular boundaries, The Visual Computer, vol. 35(6-8), pp. 823-835, 2019. [paper] [doi]
- H.-H. Zhao, P. L. Rosin, Y.-K. Lai, J.-H. Zheng, Y.-N. Wang, Adaptive gradient-based block compressive sensing with sparsity for noisy images, Multimedia Tools and Applications, vol. 79, pp. 14825-14847, 2020. [paper] [doi]
- Y. Liu, Y.-K. Lai, Z. Wang, H. Yan, A new learning approach to malware classification using discriminative feature extraction, IEEE Access, vol. 7, pp. 13015-13023, 2019. [paper] [doi]
- Z. Wu, K. Li, Y.-K. Lai, J. Yang, Global as-conformal-as-possible non-rigid registration of multi-view scans, IEEE International Conference on Multimedia and Expo (ICME), 2019. [paper] [doi]
- C. Yuan, K. Li, Y.-K. Lai, Y. Liu, J. Yang, 3D face representation and reconstruction with multi-scale graph convolutional autoencoders, IEEE International Conference on Multimedia and Expo (ICME), 2019. [paper] [doi]
- R. M. Dyke, C. Stride, Y.-K. Lai, P. L. Rosin, et al. SHREC'19: Shape Correspondence with Isometric and Non-Isometric Deformations, Eurographics Workshop on 3D Object Retrieval (3DOR), 2019. [paper] [doi] [dataset]
2018
| | Automatic Unpaired Shape Deformation Transfer
Lin Gao, Jie Yang, Yi-Ling Qiao, Yu-Kun Lai, Paul L. Rosin, Weiwei Xu, Shihong Xia
ACM Transactions on Graphics, vol. 37(6), 237:1-15
[paper] [video]
|
| | Virtual Recovery of Content from X-Ray Micro-Tomography Scans of Damaged Historic Scrolls Paul L. Rosin, Yu-Kun Lai, Chang Liu, Graham R. Davies, David Mill, Gary Tuson, Yuki Russell Scientific Reports, vol. 8, pp. 11901
[paper] [doi] [news]
|
| | Recognition from Web Data: A Progressive Filtering Approach Jufeng Yang, Xiaoxiao Sun, Yu-Kun Lai, Liang Zheng and Ming-Ming Cheng IEEE Transactions on Image Processing, vol. 27(11), pp. 5303-5315, 2018.
[doi]
|
| | Bi-harmonic deformation transfer with automatic key point selection Jie Yang, Lin Gao, Yu-Kun Lai, Paul L. Rosin, Shihong Xia Graphical Models, vol. 98, pp. 1-13, 2018
[paper] [doi]
|
| | Knowledge graph construction with structure and parameter learning for indoor scene design Yuan Liang, Fei Xu, Song-Hai Zhang, Yu-Kun Lai, Taijiang Mu Computational Visual Media, vol. 4(2), pp. 123-137, 2018
[paper] [doi]
|
| | Weakly Supervised Coupled Networks for Visual Sentiment Analysis Jufeng Yang, Dongyu She, Yu-Kun Lai, Paul L. Rosin, Ming-Hsuan Yang IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (spotlight), 2018
[paper] [official version]
|
| | Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds Ran Yi, Yong-Jin Liu, Yu-Kun Lai IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[paper] [official version] [code]
|
| | CartoonGAN: Generative Adversarial Networks for Photo Cartoonization Yang Chen, Yu-Kun Lai, Yong-Jin Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[paper] [official version] [trained models]
|
| | Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan, Lin Gao, Yu-Kun Lai, Shihong Xia IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[paper] [official version]
[arXiv preprint]
|
| | Alive Caricature from 2D to 3D Qianyi Wu, Juyong Zhang, Yu-Kun Lai, Jianmin Zheng, Jianfei Cai IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (spotlight), 2018
[paper] [official version]
[arXiv preprint]
|
| | Robust Virtual Unrolling of Historical Parchment XMT Images Chang Liu, Paul L. Rosin, Yu-Kun Lai, Weiduo Hu IEEE Transactions on Image Processing, vol. 27(4), pp. 1914-1926, 2018.
[paper] [doi]
|
| | Online low-rank representation learning for joint multi-subspace recovery and clustering Bo Li, Risheng Liu, Junjie Cao, Jie Zhang, Yu-Kun Lai, Xiuping Liu IEEE Transactions on Image Processing, vol. 27(1), pp. 335-348, 2018
[paper] [doi]
|
| | Scribble-based gradient mesh recoloring Liang Wan, Yi Xiao. Ning Dou, Chi-Sing Leung, Yu-Kun Lai Multimedia Tools and Applications, vol. 77(11), 13753-13771, 2018.
[paper] [doi]
|
| | Mesh-based Autoencoders for Localized Deformation Component Analysis Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia AAAI Conference on Artificial Intelligence (spotlight), 2018
[paper] [official version] [code]
|
| | Retrieving and Classifying Affective Images via Deep Metric Learning Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang AAAI Conference on Artificial Intelligence (oral), 2018
[paper] [official version]
|
| | SF-Net: Learning Scene Flow from RGB-D
Images with CNNs Yi-Ling Qiao, Lin Gao, Yu-Kun Lai, Fang-Lue Zhang, Ming-Ze Yuan, Shihong Xia British Machine Vision Conference (BMVC), 2018
[paper] [official version]
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| | Evaluation on the Compactness of Supervoxels Ran Yi, Yong-Jin Liu, Yu-Kun Lai IEEE International Conference on Image Processing, 2018
[paper] [doi]
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| | CFD: a collaborative feature difference method for spontaneous micro-expression spotting Yiheng Han, Bingjun Li, Yu-Kun Lai, Yong-Jin Liu IEEE International Conference on Image Processing, 2018
[paper] [doi]
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2017
| | Example-based image colorization using locality consistent sparse representation Bo Li, Fuchen Zhao, Zhuo Su, Xiangguo Liang, Yu-Kun Lai, Paul L. Rosin IEEE Transactions on Image Processing, vol. 26(11), 5188-5202, 2017
[paper] [doi]
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| | SPA: Sparse Photorealistic Animation Using a Single RGB-D Camera Kun Li, Jingyu Yang, Leijie Liu, Ronan Boulic, Yu-Kun Lai, Yebin Liu, Yubin Li, Eray Molla IEEE Transactions on Circuits and Systems for Video Technology, vol. 27(4): 771-783, 2017
[paper] [doi]
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| | Example-based image colorization via automatic feature selection and fusion Bo Li, Yu-Kun Lai, Paul L. Rosin Neurocomputing, vol. 266, 687-698, 2017
[paper] [doi]
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| | Data-Driven Shape Interpolation and Morphing Editing Lin Gao, Shu-Yu Chen, Yu-Kun Lai, Shihong Xia Computer Graphics Forum, vol. 36(8), pp. 19-31, 2017.
[paper] [doi]
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| | Rigidity Controllable As-Rigid-As-Possible Shape Deformation Shu-Yu Chen, Lin Gao, Yu-Kun Lai, Shihong Xia Graphical Models, vol. 91: 13-27, 2017
[paper] [doi]
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| | Superlensing Microscope Objective Lens Bing Yan, Zengbo Wang, Alan L. Parker, Yu-Kun Lai, P. John Thomas, Liyang Yue, James N. Monks Applied Optics, vol. 56(11), pp. 3142-3147, 2017
[paper] [doi]
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| | A survey on human performance capture and animation Shihong Xia, Lin Gao, Yu-Kun Lai, Ming-Ze Yuan, Jinxiang Chai Journal of Computer Science and Technology, vol. 32(3), 536-554, 2017
[paper] [doi]
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| | Learning to Rank Retargeted Images Yang Chen, Yong-Jin Liu, Yu-Kun Lai IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
[paper] [doi]
[code]
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| | 3-D Motion Recovery via Low Rank Matrix Restoration on Articulation Graphs Kun Li, Meiyuan Wang, Yu-Kun Lai, Jingyu Yang, Feng Wu IEEE International Conference on Multimedia and Expo (ICME), 2017
[paper] [doi]
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| | Global alignment for deformable objects captured by a single RGB-D camera Daoliang Guo, Kun Li, Yu-Kun Lai, Jingyu Yang IEEE International Conference on Multimedia and Expo (ICME), 2017
[paper] [doi]
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| | Transforming photos to comics using convolutional neural networks Yang Chen, Yu-Kun Lai, Yong-Jin Liu IEEE International Conference on Image Processing (ICIP), 2017
[paper]
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| | Depth-aware neural style transfer Xiao-Chang Liu, Ming-Ming Cheng, Yu-Kun Lai, Paul L. Rosin Symposium on Non-Photorealistic Animation and Rendering (NPAR), 2017
[paper] [doi]
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| | Benchmarking non-photorealistic rendering of portraits
Paul L. Rosin, David Mould, Itamar Berger, John Collomosse, Yu-Kun Lai, Chuan Li, Hua Li, Ariel Shamir, Michael Wand, Tinghuai Wang, Holger Winnemöller Symposium on Non-Photorealistic Animation and Rendering (NPAR), 2017
[paper] [doi] [dataset]
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| | Watercolour Rendering of Portraits
Paul L. Rosin, Yu-Kun Lai PSIVT Workshop on Vision meets Graphics, 2017
[paper]
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2016
| | Efficient and Flexible Deformation Representation for Data-Driven Surface Modeling
Lin Gao, Yu-Kun Lai, Dun Liang, Shu-Yu Chen, Shihong Xia ACM Transactions on Graphics, vol. 35(5), pp.158:1-17, 2016
[paper] [doi] [video] [cover] |
| | Fast Capture of Textured Full-Body Avatar with RGB-D Cameras
Shuai Lin, Yin Chen, Yu-Kun Lai, Ralph R. Martin, Zhi-Quan Cheng The Visual Computer, vol. 32(6-8), pp. 681-691, 2016
[paper] [doi]
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| | Color-aware surface registration
Shuai Lin, Yu-Kun Lai, Ralph R. Martin, Shiyao Jin, Zhi-Quan Cheng Computers & Graphics, vol. 58, pp. 31-42, 2016
[paper] [doi]
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| | Semantic retrieval of trademarks based on conceptual similarity
Fatahiyah Mohd Anuar, Rossitza Setchi, Yu-Kun Lai IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 46(2), pp. 220-233, 2016
[paper] [doi]
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| | Saliency guided local and global descriptors for effective action recognition
Ashwan Abdulmunem, Yu-Kun Lai, Xianfang Sun Computational Visual Media, vol. 2(1), pp. 97-106, 2016
[paper] [doi]
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| | 3D GLOH features for human action recognition
Ashwan Abdulmunem, Yu-Kun Lai, Xianfang Sun International Conference on Pattern Recognition (ICPR), 2016
[paper] [doi]
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| | 3-D motion recovery via low rank matrix analysis
Meiyuan Wang, Kun Li, Feng Wu, Yu-Kun Lai, Jingyu Yang IEEE International Conference on Visual Communications and Image Processing (VCIP), 2016
[paper] [doi]
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| | Recovering historical film footage by processing microtomographic images
Chang Liu, Paul L. Rosin, Yu-Kun Lai, Graham R. Davis, David Mills, Charles Norton World Cultural Heritage Conference, 2016
[paper] [doi]
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2015
| | Active Exploration of Large 3D Model Repositories
Lin Gao, Yan-Pei Cao, Yu-Kun Lai, Hao-Zhi Huang, Leif Kobbelt, Shi-Min Hu IEEE Transactions on Visualization and Computer Graphics, vol. 21(12), pp. 1390-1402, 2015
[paper] [doi] [video]
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| | Optimization-based gradient mesh colour transfer
Yi Xiao, Liang Wan, Chi Sing Leung, Yu-Kun Lai, Tien-Tsin Wong Computer Graphics Forum, vol. 34(6), pp. 123-134, 2015
[paper] [doi]
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| | Sparse non-rigid registration of 3D shapes
Jingyu Yang, Ke Li, Kun Li, Yu-Kun Lai Computer Graphics Forum, vol. 34(5), pp. 89-99, 2015
[paper] [doi]
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| | 3D indoor scene modeling from RGB-D data: a survey
Kang Chen, Yu-Kun Lai, Shi-Min Hu Computational Visual Media, vol. 1(4), pp. 267-278, 2015
[paper] [doi]
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| | Non-photorealistic rendering of portraits
Paul L. Rosin, Yu-Kun Lai Proc. Computational Aesthetics, 2015
[paper] [doi]
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| | Robust segmentation of historical parchment XMT images for virtual unrolling
Chang Liu, Paul L. Rosin, Yu-Kun Lai, Weiduo Hu Proc. Digital Heritage, 2015
[paper] [doi]
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2014
| | Automatic Semantic Modeling of Indoor Scenes from Low-quality RGB-D Data using Contextual Information
Kang Chen, Yu-Kun Lai, Yu-Xin Wu, Ralph R. Martin, Shi-Min Hu ACM Transactions on Graphics (ACM SIGGRAPH Asia), vol. 33(6), 208:1-12, 2014
[paper] [doi] [project]
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| | BiggerPicture: Data-driven Image Extrapolation Using Graph Matching
Miao Wang, Yu-Kun Lai, Yuan Liang, Ralph R. Martin, Shi-Min Hu ACM Transactions on Graphics (ACM SIGGRAPH Asia), vol. 33(6), 173:1-13, 2014
[paper] [doi] [project]
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| | Diffusion Pruning for Rapidly and Robustly Selecting Global Correspondences using Local Isometry
Gary K.L. Tam, Ralph R. Martin, Paul L. Rosin, Yu-Kun Lai ACM Transactions on Graphics, vol. 33(1), Article No. 4, pp. 1-17, 2014
[paper] [doi] [cover] [executable] [request MATLAB code]
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| | Parametric Meta-Filter Modeling from a Single Example Pair
Shi-Sheng Huang, Guo-Xin Zhang, Yu-Kun Lai, Johannes Kopf, Daniel Cohen-Or, Shi-Min Hu The Visual Computer, vol. 30(6-8), pp. 673--684, 2014
[paper] [doi] [project]
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| | Efficient Circular Thresholding
Yu-Kun Lai, Paul L. Rosin IEEE Transactions on Image Processing, vol. 23(3), pp. 992-1001, 2014
[paper] [doi] [code]
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| | Virtual unrolling and information recovery from scanned historical documents
Oksana Samko, Yu-Kun Lai, David Marshall, Paul L. Rosin Pattern Recognition, vol. 47(1), pp. 248-259, 2014
[paper] [doi]
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| | Artistic rendering enhancing global structure
Yu-Kun Lai, Paul L. Rosin The Visual Computer, vol. 30(10), pp. 1179-1193, 2014
[paper] [doi]
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| | Use of non-photorealistic rendering and photometric stereo in making bas-reliefs from photographs
Jing Wu, Ralph R. Martin, Paul L. Rosin, Xianfang Sun, Yu-Kun Lai, Yonghuai Liu, Christian Wallraven
Graphical Models, vol. 76(4), pp. 202-213, 2014
[paper] [doi]
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| | An Efficient Approach to Correspondences between Multiple Non-Rigid Parts
Gary K.L. Tam, Ralph R. Martin, Paul L. Rosin, Yu-Kun Lai Computer Graphics Forum vol. 33(5), pp. 137-146, 2014
[paper] [doi]
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| | Apocalypto: revealing the Bressingham roll
David Mills, Antoinette Curtis, Graham Davis, Paul L. Rosin, Yu-Kun Lai Journal of Paper Conservation, vol. 15(3), pp. 14-19, 2014
[paper]
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2013
| | A Data-Driven Approach to Realistic Shape Morphing
Lin Gao, Yu-Kun Lai, Qixing Huang and Shi-Min Hu Computer Graphics Forum (Eurographics), vol. 32(2),
449-457, 2013
[paper] [doi] [video]
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| | Generalized Anisotropic Stratified Surface Sampling
Jon Quinn, Frank Langbein, Yu-Kun Lai, Ralph R. Martin IEEE Transactions on Visualization and Computer Graphics, vol. 19(7),
1143-1157, 2013
[paper] [doi]
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| | Registration of 3D Point Clouds and Meshes: A Survey from Rigid to Non-Rigid
Gary K.L. Tam, Zhi-Quan Cheng, Yu-Kun Lai, Frank Langbein, Yonghuai Liu, David Marshall, Ralph R. Martin, Xianfang Sun and Paul L. Rosin IEEE Transactions on Visualization and Computer Graphics, vol. 19(7),
1199-1217, 2013
[paper] [doi]
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| | Efficient Synthesis of Gradient Solid Textures
Guo-Xin Zhang, Yu-Kun Lai, Shi-Min Hu Graphical Models, vol. 75(3), 104-117, 2013
(Preliminary version appears in Proc. Computational Visual Media 2012 and receives Best Paper Award)
[paper] [doi]
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| | Example-based Color Transfer for Gradient Meshes
Yi Xiao, Liang Wan, Chi-Sing Leung, Yu-Kun Lai, Tien-Tsin Wong IEEE Transactions on Multimedia, vol. 15(3), pp. 549-560, 2013
[paper] [doi]
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| | Artistic minimal rendering with lines and blocks
Paul L. Rosin, Yu-Kun Lai Graphical Models, vol. 75(4), pp. 208-229, 2013
[paper] [doi]
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| | SuperMatching: feature matching using supersymmetric geometric constraints
Zhi-Quan Cheng, Yin Chen, Ralph R. Martin, Yu-Kun Lai, Aiping Wang IEEE Transactions on Visualization and Computer Graphics, vol. 19(11), pp. 1885-1894, 2013.
[paper] [doi]
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| | Making bas-reliefs from photographs of human faces
Jing Wu, Ralph R. Martin, Paul L. Rosin, Xianfang Sun, Frank C. Langbein, Yu-Kun Lai, Dave Marshall, Yonghuai Liu Computer-Aided Design, vol. 45(3), pp. 671-682, 2013.
[paper] [doi]
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| | Non-photorealistic rendering with spot colour
Paul L. Rosin, Yu-Kun Lai Proceedings of Computational Aesthetics, pp. 67-76, 2013.
[paper] [doi]
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| | Non-photorealistic rendering with reduced colour palettes
Yu-Kun Lai, Paul L. Rosin Image and Video-based Artistic Stylisation, Computational Imaging and Vision series, vol. 42(2), pp. 211-236, Springer, 2013.
[paper] [doi]
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2012
| | Improved Initialisation for Centroidal Voronoi Tessellation and Optimal Delaunay
Triangulation
Jonathan A. Quinn, Feng Sun, Frank C. Langbein, Yu-Kun Lai, Wenping Wang and Ralph R. Martin Computer-Aided Design, vol. 44(11), pp. 1062-1071, 2012
[paper] [doi]
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| | Vertex Location Optimisation for Improved Remeshing
Yu-Kun Lai, Ralph R. Martin Graphical Models, vol. 74(4), pp. 233-243, 2012
[paper] [doi]
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| | Lp Shape Deformation
Lin Gao, Guo-Xin Zhang, Yu-Kun Lai Science China Information Sciences, vol. 55(5), pp. 983-993, 2012
[paper] [doi]
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2011
| | Sketch Guided Solid Texturing
Guo-Xin Zhang, Song-Pei Du, Yu-Kun Lai, Tianyun Ni, Shi-Min Hu Graphical Models, vol. 73(3), pp. 59-73, 2011
[paper] [doi]
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2010
| | Metric Driven RoSy Field Design and Remeshing
Yu-Kun Lai, Miao Jin, Xuexiang Xie, Ying He, Jonathan Palacios, Eugene Zhang, Shi-Min Hu, Xianfeng David Gu IEEE Transactions on Visualization and Computer Graphics, vol. 16(1), pp. 95-108, 2010
[paper] [doi]
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| | Feature Aligned Quad Dominant Remeshing using Iterative Local Updates
Yu-Kun Lai, Leif Kobbelt, Shi-Min Hu Computer-Aided Design, vol. 42(2), pp. 109-117, 2010
(Preliminary version appears in Proc. ACM Solid and Physical Modeling 2008.)
[paper] [doi]
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| | Towards Artistic Minimal Rendering
Paul L. Rosin, Yu-Kun Lai ACM Symposium on Non Photorealistic Rendering (NPAR), pp. 119-127, 2010
[paper] [doi] [online demo]
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| | Harmonic Field Based Volume Model Construction from Triangle Soup
Chao-Hui Shen, Guo-Xin Zhang, Yu-Kun Lai, Shi-Min Hu, R. R. Martin Journal of Computer Science and Technology, vol. 25(3), pp. 562-571, 2010
[paper] [doi]
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2009
| | Automatic and Topology Preserving Gradient Mesh Generation for Image Vectorization
Yu-Kun Lai, Shi-Min Hu, Ralph R. Martin ACM Transactions on Graphics (ACM SIGGRAPH), vol. 28(3), Article No. 85
[paper] [doi]
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| | Rapid and Effective Segmentation of 3D Models using Random Walks
Yu-Kun Lai, Shi-Min Hu, Ralph R. Martin Computer Aided Geometric Design, vol. 26(6), pp. 665-679, 2009
(Preliminary version appears in Proc. ACM Solid and Physical Modeling 2008).
[paper] [doi] [code request]
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| | Stripification of Free-Form Surfaces with Global Error Bounds for Developable Approximation
Yon-Jin Liu, Yu-Kun Lai, Shi-Min Hu IEEE Transactions on Automation Science and Engineering, vol. 6(4), pp. 700-709, 2009
[paper] [doi] [video] [code]
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| | Robust Principal Curvatures using Feature Adapted Integral Invariants
Yu-Kun Lai, Shi-Min Hu, Fang Tong SIAM/ACM Joint Conference on Geometric and Physical Modeling, pp. 325-330, 2009
[paper] [doi]
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2008
| | Fairing Wireframes in Industrial Surface Design
Yu-Kun Lai, Yong-Jin Liu, Yu Zang, Shi-Min Hu IEEE International Conference on Shape Modeling and Applications (SMI), pp. 29-35, 2008
[paper] [doi]
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| | Note on Industrial Applications of Hu's Surface Extension Algorithm
Zang Yu, Yong-Jin and, Yu-Kun Lai Geometric Modeling Processing, pp. 304-314, 2008
[paper] [doi]
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2007
| | Robust Feature Classification and Editing
Yu-Kun Lai, Qian-Yi Zhou, Shi-Min Hu, Johannes Wallner, Helmut Pottmann IEEE Transactions on Visualization and Computer Graphics, vol. 13, Jan/Feb, pp. 34-45, 2007
[paper] [doi]
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| | Principal curvatures from the integral invariant viewpoint
Helmut Pottmann, Johannes Wallner, Yong-Liang Yang, Yu-Kun Lai, Shi-Min Hu
Computer Aided Geometric Design, vol. 24, pp. 428-442, 2007
[paper] [doi]
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2006
| | Surface Fitting Based on a Feature Sensitive Parameterization
Yu-Kun Lai, Shi-Min Hu, Helmut Pottmann Computer-Aided Design, Vol. 38, No. 7, pp. 800-807, 2006
[paper] [doi]
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| | Surface Mosaics
Yu-Kun Lai, Shi-Min Hu, Ralph R. Martin The Visual Computer (Pacific Graphics), vol. 22, no. 9-11, pp. 604-611, 2006
[paper] [doi]
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| | Feature Sensitive Mesh Segmentation
Yu-Kun Lai, Shi-Min Hu, Ralph R. Martin ACM Symposium on Solid and Physical Modeling, pp. 7-16, 2006
[paper] [doi]
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| | Robust Principal Curvatures on Multiple Scales
Yong-Liang Yang, Yu-Kun Lai, Shi-Min Hu, Helmut Pottmann Eurographics Symposium on Geometry Processing, pp. 223-226, 2006
[paper] [doi]
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2005
| | Geometric texture synthesis and transfer via geometry images
Yu-Kun Lai, Shi-Min Hu, Xianfeng Gu, Ralph R. Martin ACM Symposium on Solid and Physical Modeling, pp. 15-26, 2005
[paper] [doi]
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