Publications
Gaussian in the Dark Real-Time View Synthesi From Inconsistent Dark Images Using Gaussian Splatting
Recommended citation: Ye, S., Dong, Z.-H., Hu, Y., Wen, Y.-H. and Liu, Y.-J. (2024), Gaussian in the Dark: Real-Time View Synthesis From Inconsistent Dark Images Using Gaussian Splatting. Computer Graphics Forum, 43: e15213. https://doi.org/10.1111/cgf.15213
A 3D dental model dataset with prepost-orthodontic treatment for automatic tooth alignment
Recommended citation: Shaofeng Wang, Changsong Lei, Yaqian Liang*, Jun Sun, Xianju Xie*, Yajie Wang, Feifei Zuo, Yuxin Bai, Song Li & Yong-Jin Liu*. A 3D dental model dataset with pre/post-orthodontic treatment for automatic tooth alignment. Sci Data 11, 1277 (2024). https://doi.org/10.1038/s41597-024-04138-7
PVP-Recon: Progressive View Planning via Warping Consistency for Sparse-View Surface Reconstruction
Recommended citation: Sheng Ye, Yuze He, Matthieu Lin, Jenny Sheng, Ruoyu Fan, Yiheng Han, Yubin Hu, Ran Yi, Yu-Hui Wen, Yong-Jin Liu*, and Wenping Wang. 2024. PVP-Recon: Progressive View Planning via Warping Consistency for Sparse-View Surface Reconstruction. ACM Trans. Graph. 43, 6, Article 191 (December 2024), 13 pages. https://doi.org/10.1145/3687896
PVP-Recon: Progressive View Planning via Warping Consistency for Sparse-View Surface Reconstruction
Recommended citation: Sheng Ye, Yuze He, Matthieu Lin, Jenny Sheng, Ruoyu Fan, Yiheng Han, Yubin Hu, Ran Yi, Yu-Hui Wen, Yong-Jin Liu*, and Wenping Wang. 2024. PVP-Recon: Progressive View Planning via Warping Consistency for Sparse-View Surface Reconstruction. ACM Trans. Graph. 43, 6, Article 191 (December 2024), 13 pages. https://doi.org/10.1145/3687896
NGP-RT: Fusing Multi-Level Hash Features with Lightweight Attention for Real-Time Novel View Synthesis
Abstract: This paper presents NGP-RT, a novel approach for enhancing the rendering speed of Instant-NGP to achieve real-time novel view synthesis. As a classic NeRF-based method, Instant-NGP stores implicit features in multi-level grids or hash tables and applies a shallow MLP to convert the implicit features into explicit colors and densities. Although it achieves fast training speed, there is still a lot of room for improvement in its rendering speed due to the per-point MLP executions for implicit multi-level feature aggregation, especially for real-time applications. To address this challenge, our proposed NGP-RT explicitly stores colors and densities as hash features, and leverages a lightweight attention mechanism to disambiguate the hash collisions instead of using computationally intensive MLP. At the rendering stage, NGP-RT incorporates a pre-computed occupancy distance grid into the ray marching strategy to inform the distance to the nearest occupied voxel, thereby reducing the number of marching points and global memory access. Experimental results show that on the challenging Mip-NeRF 360 dataset, NGP-RT achieves better rendering quality than previous NeRF-based methods, achieving 108 fps at 1080p resolution on a single Nvidia RTX 3090 GPU. Our approach is promising for NeRF-based real-time applications that require efficient and high-quality rendering.
Recommended citation: Yubin Hu*, Xiaoyang Guo, Yang Xiao, Jingwei Huang, Yong-Jin Liu*. NGP-RT: Fusing Multi-Level Hash Features with Lightweight Attention for Real-Time Novel View Synthesis. ECCV 2024.
DRC: Discrete Representation Classifier with Salient Features via Fixed-prototype
Recommended citation: Qinglei Li, Qi Wang, Yongbin Qin, Xinyu Dong, Xingcai Wu, Shiming Chen, Wu Liu, Yong-Jin Liu*, Jiebo Luo, "DRC: Discrete Representation Classifier with Salient Features via Fixed-prototype," in IEEE Transactions on Circuits and Systems for Video Technology, doi: 10.1109/TCSVT.2024.3453052.
Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement
Recommended citation: Sheng Ye, Yubin Hu, Matthieu Lin, Yu-Hui Wen, Wang Zhao, Wenping Wang, Yong-Jin Liu*, "Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement," in IEEE Transactions on Visualization and Computer Graphics, doi: 10.1109/TVCG.2024.3444036.
Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement
Recommended citation: Sheng Ye, Yubin Hu, Matthieu Lin, Yu-Hui Wen, Wang Zhao, Wenping Wang, Yong-Jin Liu*, "Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement," in IEEE Transactions on Visualization and Computer Graphics, doi: 10.1109/TVCG.2024.3444036.
Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement
Recommended citation: Sheng Ye, Yubin Hu, Matthieu Lin, Yu-Hui Wen, Wang Zhao, Wenping Wang, Yong-Jin Liu*, "Indoor Scene Reconstruction with Fine-Grained Details Using Hybrid Representation and Normal Prior Enhancement," in IEEE Transactions on Visualization and Computer Graphics, doi: 10.1109/TVCG.2024.3444036.
A Multimodal Dataset for Mixed Emotion Recognition
Recommended citation: Pei Yang, Niqi Liu, Xinge Liu, Yezhi Shu, Wenqi Ji, Ziqi Ren, Jenny Sheng, Minjing Yu, Ran Yi, Dan Zhang & Yong-Jin Liu. A Multimodal Dataset for Mixed Emotion Recognition. Scientific Data. 11, Article number: 847 (2024).
SceneDiff Generative Scene-level Image Retrieval with Text and Sketch using Diffusion Models
Recommended citation: Ran Zuo, Haoxiang Hu, Xiaoming Deng, Cangjun Gao, Zhengming Zhang, Yu-Kun Lai, Cuixia Ma*, Yong-Jin Liu*, Hongan Wang. SceneDiff: Generative Scene-level Image Retrieval with Text and Sketch using Diffusion Models. IJCAI, 2024.
SMaRt Improving GANs with Score Matching Regularity
Recommended citation: Mengfei Xia, Yujun Shen, Ceyuan Yang, Ran Yi, Wenping Wang, Yong-Jin Liu. Proceedings of the 41st International Conference on Machine Learning, PMLR 235:54133-54155, 2024.
Exploring the Influence of Profile Picture Styles on Empathy and Identity Recognition in Social Media
Recommended citation: Minjing Yu, Xinge Liu, Chao Zhou, Xinxin Du, Jenny Sheng, Yong-Jin Liu*.Exploring the Influence of Profile Picture Styles on Empathy and Identity Recognition in Social Media. IEEE Transactions on Computational Social Systems, ISSN 2329-924X.
DiffPoseTalk Speech-Driven Stylistic 3D Facial Animation and Head
Recommended citation: Zhiyao Sun, Tian Lv, Sheng Ye, Matthieu Gaetan Lin, Jenny Sheng, Yu-Hui Wen, Minjing Yu, Yong-Jin Liu*.DiffPoseTalk: Speech-Driven Stylistic 3D Facial Animation and Head Pose Generation via Diffusion Models. SIGGRAPH 2024.
A Diffusion Model Translator for Efficient Image-to-Image Translation
Recommended citation: M. Xia, Y. Zhou, R. Yi, Y. -J. Liu and W. Wang, "A Diffusion Model Translator for Efficient Image-to-Image Translation," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 10272-10283, Dec. 2024, doi: 10.1109/TPAMI.2024.3435448.
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner
Recommended citation: Mengfei Xia, Yujun Shen, Changsong Lei, Yu Zhou, Ran Yi, Deli Zhao, Wenping Wang, Yong-Jin Liu*. Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner. CVPR 2024.
Reinforcement Learning based Energy-Efficient Fast Routing for FANETs
Recommended citation: Jieling Li, Liang Xiao, Xuchen Qi, Zefang Lv, Qiaoxin Chen, Yong-Jin Liu*.Reinforcement Learning based Energy-Efficient Fast Routing for FANETs. IEEE Transactions on Communications,ISSN 0090-6778.
CDKM Common and Distinct Knowledge Mining Network with Content Interaction for Dense Captioning
Recommended citation: Hongyu Deng, Yushan Xie,Qi Wang,Jianjun Wang,Weijian Ruan,Wu Liu,Yong-Jin Liu*.CDKM: Common and Distinct Knowledge Mining Network with Content Interaction for Dense Captioning. IEEE Transactions on Multimedia,ISSN: 1520-9210.
Automatic tooth arrangement with joint features of point and mesh representations via diffusion probabilistic models
Recommended citation: Changsong Lei, Mengfei Xia, Shaofeng Wang, Yaqian Liang, Ran Yi, Yuhui Wen, Yong-Jin Liu*.Automatic Tooth Arrangement with Joint Features of Point and Mesh Representations via Diffusion Probabilistic Models. Computer Aided Geometric Design, Volume 111,2024,102293,ISSN 0167-8396, https://doi.org/10.1016/j.cagd.2024.102293.
VisHanfu: An Interactive System Centered on the Cross-Shaped Flat Structure for the Preservation of Hanfu Culture
Recommended citation: Minjing Yu,Lingzhi Zeng, Qiantian Liao, Xinxin Du,Jenny Sheng, Ziqi Ren, Yanzhi E, Huamin Wang,Yong-Jin Liu*.VisHanfu: An Interactive System Centered on the Cross-Shaped Flat Structure for the Preservation of Hanfu Culture.CHI 2024.
Mobile Robot Oriented Large-Scale Indoor Dataset for Dynamic Scene Understanding
Recommended citation: Yi-Fan Tang, Cong Tai, Fang-Xing Chen, Wan-Ting Zhang, Tao Zhang, Xue-Ping Liu, Yong-Jin Liu, Long Zeng*.Mobile Robot Oriented Large-Scale Indoor Dataset for Dynamic Scene Understanding.ICRA 2024.
MMPI a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending
Recommended citation: Yuze He, Peng Wang, Yubin Hu, Wang Zhao, Ran Yi,Yong-Jin Liu*and Wenping Wang. MMPI: a Flexible Radiance Field Representation by Multiple Multi-plane Images Blending. ICRA 2024.
Generalizable Thermal-based Depth Estimation via Pre-trained Visual Foundation Model
Recommended citation: Ruoyu Fan, Wang Zhao, Matthieu Lin, Qi Wang,Yong-Jin Liu*and Wenping Wang. Generalizable Thermal-based Depth Estimation via Pre-trained Visual Foundation Model. ICRA 2024.
FF-LOGO Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization
Recommended citation: Nan Ma, Mohan Wang, Yiheng Han*,Yong-Jin Liu.FF-LOGO: Cross-Modality Point Cloud Registration with Feature Filtering and Local to Global Optimization.ICRA 2024.
Efficient Communications in Multi-Agent Reinforcement Learning for Mobile Applications
Recommended citation: Zefang Lv, Liang Xiao, Yousong Du, Yunjun Zhu, Shuai Han, Yong-Jin Liu*.Efficient Communications in Multi-Agent Reinforcement Learning for Mobile Applications," in IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2024.3392608.
Text-image conditioned diffusion for consistent text-to-3D generation
Recommended citation: Yuze He, Yushi Bai, Matthieu Lin, Jenny Sheng, Yubin Hu, Qi Wang, Yu-Hui Wen, Yong-Jin Liu*.Text-Image Conditioned Diffusion for Consistent Text-to-3D Generation.Computer Aided Geometric Design, Volume 111,2024,102292.
PCKRF Point Cloud Completion and Keypoint Refinement With Fusion Data for 6D Pose Estimation
Recommended citation: Yiheng Han,Irvin Haozhe Zhan,Long Zeng,Yu-Ping Wang,Ran Yi,Minjing Yu,Matthieu Gaetan Lin,Jenny Sheng Yong-Jin Liu*.PCKRF:Point Cloud Completion and Keypoint Refinement With Fusion Data for 6D Pose Estimation. IEEE Transactions on Visualization and Computer Graphics,ISSN 1077-2626.
SpeciFingers: Finger Identification and Error Correction on Capacitive Touchscreens
Recommended citation: Zeyuan Huang,Cangjun Gao,Haiyan Wang,Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Sheng-feng Qin, Yong-Jin Liu*, Hongan Wang.SpeciFingers: Finger Identification and Error Correction on Capacitive Touchscreens.Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(1): 8:1-8:28 (2024).
O^2-Recon Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model
Abstract: Occlusion is a common issue in 3D reconstruction from RGB-D videos, often blocking the complete reconstruction of objects and presenting an ongoing problem. In this paper, we propose a novel framework, empowered by a 2D diffusion based in-painting model, to reconstruct complete surfaces for the hidden parts of objects. Specifically, we utilize a pretrained diffusion model to fill in the hidden areas of 2D images. Then we use these in-painted images to optimize a neural implicit surface representation for each instance for 3D reconstruction. Since creating the in-painting masks needed for this process is tricky, we adopt a human-in-the-loop strategy that involves very little human engagement to generate high-quality masks. Moreover, some parts of objects can be totally hidden because the videos are usually shot from limited perspectives. To ensure recovering these invisible areas, we develop a cascaded network architecture for predicting signed distance field, making use of different frequency bands of positional encoding and maintaining overall smoothness. Besides the commonly used rendering loss, Eikonal loss, and silhouette loss, we adopt a CLIP-based semantic consistency loss to guide the surface from unseen camera angles. Experiments on ScanNet scenes show that our proposed frame work achieves state-of-the-art accuracy and completeness in object-level reconstruction from scene-level RGB-D videos.
Recommended citation: Yubin Hu, Sheng Ye, Wang Zhao, Matthieu Lin, Yuze He, Yu-Hui Wen, Ying He, Yong-Jin Liu*.O^2-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model.AAAI 2024.
SpaceGTN A Time-Agnostic Graph Transformer Network for Handwritten Diagram Recognition and Segmentation
Recommended citation: Haoxiang Hu, Cangjun Gao, Yaokun Li, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang.SpaceGTN: A Time-Agnostic Graph Transformer Network for Handwritten Diagram Recognition and Segmentation.AAAI 2024.
Generating Artistic Portrait Drawings from Images
Recommended citation: Yi, R., Liu, YJ., Lai, YK., Rosin, P.L. (2024). Generating Artistic Portrait Drawings from Images. In: Lyu, Z. (eds) Applications of Generative AI. Springer, Cham. https://doi.org/10.1007/978-3-031-46238-2_22
Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation
Recommended citation: Matthieu Lin, Jenny Sheng, Yubin Hu, Yangguang Li, Lu Qi, Andrew Zhao, Gao Huang, Yong-Jin Liu*.Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation.AAAI 2024.
ExpeL LLM Agents Are Experiential Learners
Recommended citation: Andrew Zhao, Daniel Huang, Quentin Xu, Matthieu Lin,Yong-Jin Liu*, Gao Huang.ExpeL: LLM Agents Are Experiential Learners.AAAI 2024.
An Easy-to-Build Modular Robot Implementation of Chain-Based Physical Transformation for STEM Education
Recommended citation: Minjing Yu, Ting Liu, Jeffrey Too Chuan Tan,Yong-Jin Liu*.An Easy-to-Build Modular Robot Implementation of Chain-Based Physical Transformation for STEM Education.CADGraphics 2023.
Continuously Controllable Facial Expression Editing in Talking Face Videos
Recommended citation: Zhiyao Sun, Yu-Hui Wen, Tian Lv, Yanan Sun, Ziyang Zhang, Yaoyuan Wang, Yong-Jin Liu*. Continuously Controllable Facial Expression Editing in Talking Face Videos IEEE Transactions on Affective Computing.DOI: 10.1109/TAFFC.2023.3334511
SD-FSOD Self-Distillation Paradigm via Distribution Calibration for Few-Shot Object Detection
Recommended citation: Han Chen, Qi Wang, Kailin Xie, Liang Lei, Matthieu Gaetan Lin, Tian lv, Yong-Jin Liu*, Jiebo Luo.SD-FSOD: Self-Distillation Paradigm via Distribution Calibration for Few-Shot Object Detection. IEEE Transactions on Circuits and Systems for Video Technology,Volume: 34, Issue: 7, On Page(s): 5963-5976,Print ISSN: 1051-8215,doi: 10.1109/TCSVT.2023.3343397.
Emotion_Dictionary_Learning_with_Modality_Attentions_for_Mixed_Emotion_Exploration
Recommended citation: Fang Liu, Pei Yang, Yezhi Shu, Fei Yan, Guanhua Zhang, Yong-Jin Liu*, Emotion Dictionary Learning with Modality Attentions for Mixed Emotion Exploration in IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2023.3334520.
Emotion Recognition from Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning
Recommended citation: Fang Liu, Pei Yang, Yezhi Shu, Niqi Liu, Jenny Sheng, Junwen Luo, Xiaoan Wang, Yong-Jin Liu*, Emotion Recognition from Few-Channel EEG Signals by Integrating Deep Feature Aggregation and Transfer Learning in IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2023.3336531.
SpeechMirror A Multimodal Visual Analytics System for Personalized Reflection of Online Public Speaking Effectiveness
Recommended citation: Ze-Yuan Huang, Qiang He, Kevin T. Maher, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Sheng Feng Qin, Yong-Jin Liu*, Hongan Wang.SpeechMirror: A Multimodal Visual Analytics System for Personalized Reflection of Online Public Speaking Effectiveness in IEEE Transactions on Visualization and Computer Graphics, vol. 30, no. 1, pp. 606-616, Jan. 2024.
T3Bench: Benchmarking Current Progress in Text-to-3D Generation
Recommended citation: Yuze He, Yushi Bai, Matthieu Lin, Wang Zhao, Yubin Hu, Jenny Sheng, Ran Yi, Juanzi Li,**Yong-Jin Liu***. T3Bench: Benchmarking Current Progress in Text-to-3D Generation. arXiv 2023, https://doi.org/10.48550/arXiv.2310.02977.
Generation of virtual digital human for customer service industry.
Recommended citation: Yanan Sun, Zhiyao Sun, Yu-Hui Wen, Sheng Ye, Tian Lv, Minjing Yu, Ran Yi, Lin Gao, Yong-Jin Liu*, Generation of virtual digital human for customer service industry. Computers & Graphics,Volume 115,2023.
Invertible Residual Neural Networks with Conditional Injector and Interpolator for Point Cloud Upsampling
Recommended citation: Aihua Mao, Yaqi Duan, Yu-Hui Wen, Zihui Du, Hongmin Cai, Yong-Jin Liu*. Invertible Residual Neural Networks with Conditional Injector and Interpolator for Point Cloud Upsampling. IJCAI 2023.
O^2-Recon Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model
Recommended citation: Yubin Hu, Sheng Ye, Wang Zhao, Matthieu Lin, Yuze He, Yu-Hui Wen, Ying He, Yong-Jin Liu*.O^2-Recon: Completing 3D Reconstruction of Occluded Objects in the Scene with a Pre-trained 2D Diffusion Model.AAAI 2024.
MSL-Net_Sharp_Feature_Detection_Network_for_3D_Point_Clouds
Recommended citation: Xianhe Jiao, Chenlei Lv, Ran Yi, Junli Zhao,Zhenkuan Pan, Zhongke Wu, Yong-Jin Liu*.MSL-Net: Sharp Feature Detection Network for 3D Point Clouds. IEEE Transactions on Visualization and Computer Graphics,PP (2023): n. pag. doi: 10.1109/TVCG.2023.3346907.
Focus on Cooperation A Face-to-Face VR Serious Game for Relationship Enhancement
Recommended citation: Yulong Bian, Chao Zhou, Yang Zhang, Juan Liu, Jenny Sheng, Yong-Jin Liu*.Focus on Cooperation: A Face-to-Face VR Serious Game for Relationship Enhancement.IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2023.3306198.
4D facial analysis: A survey of datasets, algorithms and applications.
Recommended citation: Yong-Jin Liu, Baodong Wang, Lin Gao, Junli Zhao*, Ran Yi, Minjing Yu, Zhenkuan Pan, Xianfeng Gu*. 4D facial analysis: A survey of datasets, algorithms and applications. Computers & Graphics 115(2023) 423-445.
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos
Recommended citation: Yubin Hu, Yuze He, Yanghao Li, Jisheng Li1 Yuxing Han, Jiangtao Wen, Yong-Jin Liu*.Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos. CVPR 2023.
Complete 3D Relationships Extraction Modality Alignment Network for 3D Dense Captioning.
Recommended citation: Aihua Mao, Zhi Yang, Wanxin Chen, Ran Yi, Yong-Jin Liu*. Complete 3D Relationships Extraction Modality Alignment Network for 3D Dense Captioning. IEEE Transactions on Visualization and Computer Graphics(2023).
Exploring User Experience and Performance of A Tedious Task Through Human Agent Relationship
Recommended citation: Chao Zhou, Yulong Bian, Shu Zhang, Ziyang Zhang, Yaoyuan Wang, Yong-Jin Liu*. Exploring User Experience and Performance of A Tedious Task Through Human-Agent Relationship. Scientific Reports, 13, Article number: 2995 (2023).
FEditNet: Few-shot Editing of Latent Semantics in GAN Spaces
Recommended citation: Mengfei Xia, Yezhi Shu, Yuji Wang, Yu-Kun Lai, Qiang Li, Pengfei Wan, Zhongyuan Wang, Yong-Jin Liu*. FEditNet: Few-shot Editing of Latent Semantics in GAN Spaces. AAAI 2023.
DarkFeat: Noise-Robust Feature Detector and Descriptor for Extremely Low-Light RAW Images
Recommended citation: Yuze He, Yubin Hu, Wang Zhao, Jisheng Li, Yong-Jin Liu*, Yuxing Han, Jiangtao Wen. DarkFeat: Noise-Robust Feature Detector and Descriptor for Extremely Low-Light RAW Images. AAAI, 2023.
Keyframe Control of Music-driven 3D Dance Generation
Recommended citation: Zhipeng Yang, Yu-Hui Wen, Shu-Yu Chen, Xiao Liu, Yuan Gao, Yong-Jin Liu, Lin Gao, Hongbo Fu. Keyframe Control of Music-driven 3D Dance Generation. In: IEEE Transactions on Visualization and Computer Graphics. 2023.
Stroke-based semantic segmentation for scene-level free-hand sketches
Recommended citation: Zhengming Zhang, Xiaoming Deng, Jinyao Li, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu*, Hongan Wang.Stroke-based semantic segmentation for scene-level free-hand sketches Vis. Comput. 39(12): 6309-6321 (2023)
MMPosE Movie-induced Multi-label Positive Emotion Classification Through EEG Signals
Recommended citation: Xiaobing Du, Xiaoming Deng, Hangyu Qin, Yezhi Shu, Fang Liu, Guozhen Zhao*, Yu-Kun Lai, Cuixia Ma*, Yong-Jin Liu* and Hongan Wang, MMPosE: Movie-induced Multi-label Positive Emotion Classification Through EEG Signalsin IEEE Transactions on Affective Computing, 2022.
Lesion region segmentation via weakly supervised learning
Recommended citation: Ran Yi, Rui Zeng, Yang Weng, Minjing Yu, Yu-Kun Lai, Yong-Jin Liu*. Lesion region segmentation via weakly supervised learning. Quant. Biol., 2022, 10(3): 239‒252 https://doi.org/10.15302/J-QB-021-0272.
Motif-GCNs with Local and Non-Local Temporal Blocks for Skeleton-Based Action Recognition
Recommended citation: Yu-Hui Wen, Lin Gao, Hongbo Fu, Fang-Lue Zhang, Shihong Xia, Yong-Jin Liu*. Motif-GCNs with Local and Non-Local Temporal Blocks for Skeleton-Based Action Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 2, pp. 2009-2023, 1 Feb. 2023, doi: 10.1109/TPAMI.2022.3170511.
A Mixture of Surprises for Unsupervised Reinforcement Learning
Recommended citation: Andrew Zhao, Matthieu Gaetan Lin, Yangguang Li, Yong-Jin Liu*, Gao Huang*. A Mixture of Surprises for Unsupervised Reinforcement Learning. Neural Information Processing Systems (NeurIPS) 2022, https://doi.org/10.48550/arXiv.2210.06702
ParticleSfM Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild
Recommended citation: Wang Zhao, Shaohui Liu, Hengkai Guo, Wenping Wang, Yong-Jin Liu*. ParticleSfM Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild. Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXXII. Cham: Springer Nature Switzerland, 2022: 523-542.
PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows
Recommended citation: Aihua Mao, Zihui Du, Yu-hui Wen*, Jun Xuan, Yong-Jin Liu*. PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows. Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part III. Cham: Springer Nature Switzerland, 2022: 398-415.
Audio-driven stylized Gesture generation with flow-based model
Recommended citation: Sheng Ye, Yu-Hui Wen, Yanan Sun, Ying He, Ziyang Zhang, Yaoyuan Wang, Weihua He, and Yong-Jin Liu*. Audio-Driven Stylized Gesture Generation with Flow-Based Model. Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part V. Cham: Springer Nature Switzerland, 2022: 712-728.
Positional Attention Guided Transformer-Like Architecture for Visual Question Answering
Recommended citation: Aihua Mao, Zhi Yang, Ken Lin, Jun Xuan, Yong-Jin Liu*, Positional Attention Guided Transformer-Like Architecture for Visual Question Answering IEEE Transactions on Multimedia, vol. 25, pp. 6997-7009, 2023, doi: 10.1109/TMM.2022.3216770.
Positional Attention Guided Transformer-like Architecture for Visual Question Answering
Recommended citation: Aihua Mao, Zhi Yang, Ken Lin, Jun Xuan, Yong-Jin Liu*. Positional Attention Guided Transformer-like Architecture for Visual Question Answering. IEEE Transactions on Multimedia, 2022, doi: 10.1109/TMM.2022.3216770.
Research on the Construction and Interactive Feedback of the Exhibition-hall with the Introduction of Intelligent Virtual Agent(引入智能虚拟讲解员的云展厅构建与交互反馈研究)
Recommended citation: Fang Liu, Tian Lv, Xinge Liu, Sheng Ye, Rui Guo, Lie Zhang, Cuixia Ma, Qingwei Wang, Yong-Jin Liu*. Research on the Construction and Interactive Feedback of the Exhibition-hall with the Introduction of Intelligent Virtual Agent(引入智能虚拟讲解员的云展厅构建与交互反馈研究). Journal of Software, in Chinese, 2022.
Predicting Personalized Head Movement from Short Video and Speech Signal
Recommended citation: Ran Yi, Zipeng Ye, Zhiyao Sun, Juyong Zhang, Guoxin Zhang, Pengfei Wan, Hujun Bao, Yong-Jin Liu*. Predicting Personalized Head Movement from Short Video and Speech Signal. IEEE Transactions on Multimedia, 2022, doi: 10.1109/TMM.2022.3207606.
Yarn-Level Simulation of Hygroscopicity of Woven Textiles
Recommended citation: Aihua Mao, Wenbo Dong, Chaoqiang Xie, Huamin Wang, Yong-Jin Liu*, Guiqing Li, Ying He, Yarn-Level Simulation of Hygroscopicity of Woven Textiles, IEEE Transactions on Visualization and Computer Graphics, 2022
PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows
Recommended citation: Aihua Mao, Zihui Du, Junhui Hou, Yaqi Duan, Yong-Jin Liu, Ying He. PU-Flow: a Point Cloud Upsampling Network with Normalizing Flows. IEEE Transactions on Visualization and Computer Graphics, 2022, doi: 10.1109/TVCG.2022.3196334.
SketchMaker: Sketch Extraction and Reuse for Interactive Scence Sketch Composition
Recommended citation: Fang Liu, Xiaoming Deng, Jiancheng Song, Yu-Kun Lai, Yong-Jin Liu*, Hao Wang, Cuixia Ma, Shengfeng Qin, and Hongan Wang. 2022. SketchMaker: Sketch Extraction and Reuse for Interactive Scene Sketch Composition. ACM Trans. Interact. Intell. Syst. 12, 3, Article 23 (September 2022), 26 pages. https://doi.org/10.1145/3543956
Deep Reinforcement Learning for Robot Collision Avoidance With Self-State -Attention and Sensor Fusion
Recommended citation: Yiheng Han, Irvin Haozhe Zhan, Wang Zhao, Jia Pan, Ziyang Zhang, Yaoyuan Wang, Yong-Jin Liu*. Deep Reinforcement Learning for Robot Collision Avoidance With Self-State -Attention and Sensor Fusion. IEEE Robotics and Automation Letters, vol. 7, no. 3, pp. 6886-6893, July 2022, doi: 10.1109/LRA.2022.3178791.
A Double Branch Next-Best-View Network and Novel Robot System for Active Object Reconstruction
Recommended citation: Yiheng Han, Irvin Haozhe Zhan, Wang Zhao, Yong-Jin Liu*.A Double Branch Next-Best-View Network and Novel Robot System for Active Object Reconstruction.2022 IEEE International Conference on Robotics and Automation (ICRA).
SceneSketcher-v2: Fine-Grained Scene-Level Sketch-Based Image Retrieval Using Adaptive GCNs
Recommended citation: Fang Liu, Xiaoming Deng, Changqing Zou, Yu-Kun Lai, Keqi Chen, Ran Zuo, Cuixia Ma, Yong-Jin Liu*, Hongan Wang. SceneSketcher-v2: Fine-Grained Scene-Level Sketch-Based Image Retrieval Using Adaptive GCNs. IEEE Transactions on Image Processing, vol. 31, pp. 3737-3751, 2022, doi: 10.1109/TIP.2022.3175403.
NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits
Recommended citation: Paul L. Rosin, Yu-Kun Lai, David Mould, Ran Yi, Itamar Berger, Lars Doyle, Seungyong Lee, Chuan Li, Yong-Jin Liu, Amir Semmo, Ariel Shamir, Minjung Son & Holger Winnemöller, NPRportrait 1.0: A three-level benchmark for non-photorealistic rendering of portraits, Computational Visual Media, 2022, Vol. 8, No. 3, 445-465
Emotion Distribution Learning Based on Peripheral Physiological Signals
Recommended citation: Yezhi Shu, Pei Yang, Niqi Liu, Shu Zhang, Guozhen Zhao, Yong-Jin Liu*. Emotion Distribution Learning Based on Peripheral Physiological Signals. IEEE Transactions on Affective Computing. DOI (identifier) 10.1109/TAFFC.2022.3163609
Dream theory for Metaverse applications: Principles, methods and implications(梦境理论对元宇宙应用的启示)
Recommended citation: Xuan Yang, Chao Zhou, Shu Zhang, Yezhi Shu, Xinge Liu, Xiaoan Wang, Yong-Jin Liu*. Dream theory for Metaverse applications: Principles, methods and implications(梦境理论对元宇宙应用的启示). Science & Technology Review, 2022, 40(10): 6-21.
A multi-axis robot-based bioprinting system supporting natural cell function preservation and cardiac tissue fabrication
Recommended citation: Zeyu Zhang, Chenming Wu, Chengkai Dai, Qingqing Shi, Guoxin Fang, Dongfang Xie, Xiangjie Zhao, Yong-Jin Liu*, Charlie C.L. Wang, Xiu-Jie Wang. A multi-axis robot-based bioprinting system supporting natural cell function preservation and cardiac tissue fabrication. Bioactive Materials, Volume 18, December 2022, Pages 138-150
Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data
Recommended citation: Ran Yi, Yong-Jin Liu*, Yu-Kun Lai, Paul Rosin. Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 1, pp. 905-918, 1 Jan. 2023, doi: 10.1109/TPAMI.2022.3147570.
Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels
Recommended citation: Zipeng Ye; Mengfei Xia; Ran Yi; Juyong Zhang; Yu-Kun Lai; Xuwei Huang; Guoxin Zhang; Yong-Jin Liu*. Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels. IEEE Transactions on Multimedia. DOI (identifier) 10.1109/TMM.2022.3142387
Efficient Representation and Optimization of TPMS-Based Porous Structures for 3D Heat Dissipation
Recommended citation: Shengfa Wang, Yu Jiang, Jiangbei Hu, Xin Fan, Zhongxuan Luo, Yong-Jin Liu, Ligang Liu. Efficient Representation and Optimization of TPMS-Based Porous Structures for 3D Heat Dissipation. Computer-Aided Design, Volume 142, 2022, 103123, ISSN 0010-4485, https://doi.org/10.1016/j.cad.2021.103123.
STD-Net: Structure-preserving and Topology-adaptive Deformation Network for Single-View 3D Reconstruction
Recommended citation: Aihua Mao, Canglan Dai, Qing Liu, Jie Yang, Lin Gao, Ying He, Yong-Jin Liu. STD-Net: Structure-preserving and Topology-adaptive Deformation Network for Single-View 3D Reconstruction. IEEE Transactions on Visualization and Computer Graphics, vol. 29, no. 3, pp. 1785-1798, 1 March 2023, doi: 10.1109/TVCG.2021.3131712.
3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Normal Face Photos
Recommended citation: Zipeng Ye, Mengfei Xia, Yanan Sun, Ran Yi, Minjing Yu, Juyong Zhang, Yu-Kun Lai, Yong-Jin Liu*. 3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Normal Face Photos. IEEE Transactions on Visualization and Computer Graphics, 2021.
GPU-based Supervoxel Generation with a Novel Anisotropic Metric
Recommended citation: Xiao Dong, Zhonggui Chen, Yong-Jin Liu, Junfeng Yao, Xiaohu Guo. GPU-based Supervoxel Generation with a Novel Anisotropic Metric. IEEE Transactions on Image Processing, Vol. 30, pp. 8847-8860, 2021.
E-ffective: A Visual Analytic System for Exploring the Emotion and Effectiveness of Inspirational Speeches
Recommended citation: Kevin Maher, Zeyuan Huang, Jiancheng Song, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang. E-ffective: A Visual Analytic System for Exploring the Emotion and Effectiveness of Inspirational Speeches. IEEE Transactions on Visualization and Computer Graphics (Special issue of IEEEE VIS 2021).
Efficient Representation and Optimization of TPMS-Based Porous Structures for 3D Heat Dissipation
Recommended citation: Shengfa Wang, Yu Jiang, Jiangbei Hu, Xin Fan, Zhongxuan Luo, Yong-Jin Liu, Ligang Liu. Efficient Representation and Optimization of TPMS-Based Porous Structures for 3D Heat Dissipation. Computer-Aided Design, Volume 142, January 2022, Article no. 103123.
PPR-Net++: Accurate 6D Pose Estimation in Stacked Scenarios
Recommended citation: Long Zeng, Wei Jie Lv, Zhi Kai Dong, Yong-Jin Liu*. PPR-Net++: Accurate 6D Pose Estimation in Stacked Scenarios. IEEE Transactions on Automation Science and Engineering, Vol. 19, No. 4, pp. 3139-3151, 2021.
Adversarial attack and interpretability of the deep neural network from the geometric perspective(几何视角下深度神经网络的对抗攻击与可解释性研究进展)
Recommended citation: Mengfei Xia, Zipeng Ye, Wang Zhao, Ran Yi, Yong-Jin Liu*. Adversarial attack and interpretability of the deep neural network from the geometric perspective(几何视角下深度神经网络的对抗攻击与可解释性研究进展). Scientia Sinica Informationis, Vol. 51, No. 9, pp.1411-1437, in Chinese, 2021.
The Influence of Key Facial Features on Recognition of Emotion in Cartoon Faces
Recommended citation: Shu Zhang, Xinge Liu, Xuan Yang, Yezhi Shu, Niqi Liu, Dan Zhang, Yong-Jin Liu*. The Influence of Key Facial Features on Recognition of Emotion in Cartoon Faces. Frontiers in Psychology, section Emotion Science, Vol. 12, Article 687974, 2021.
CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis
Recommended citation: Yulin Zhang, Guozhen Zhao, Yezhi Shu, Yan Ge, Dan Zhang, Yong-Jin Liu, Xianghong Sun. CPED: A Chinese Positive Emotion Database for Emotion Elicitation and Analysis. IEEE Trans. Affect. Comput. 14(2): 1417-1430 (2023).
Autoregressive Stylized Motion Synthesis with Generative Flow
Recommended citation: Yu-Hui Wen, Zhipeng Yang, Hongbo Fu, Lin Gao, Yanan Sun, Yong-Jin Liu*. Autoregressive Stylized Motion Synthesis with Generative Flow. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 21), pages 13612-13621, 2021.
From traditional rendering to differentiable rendering: theories, methods and applications(从传统渲染到可微渲染：基本原理、方法和应用)
Recommended citation: Zipeng Ye, Wenyu Xia, Zhiyao Sun, Ran Yi, Minjing Yu, Yong-Jin Liu*. From traditional rendering to differentiable rendering: theories, methods and applications(从传统渲染到可微渲染：基本原理、方法和应用). Scientia Sinica Informationis, Vol. 51, No. 7, pp.1043-1067, in Chinese, 2021.
ParametricNet: 6DoF Pose Estimation Network for Parametric Shapes in Stacked Scenarios
Recommended citation: Long Zeng, Weijie Lv, Xinyu Zhang, Yong-Jin Liu*. ParametricNet: 6DoF Pose Estimation Network for Parametric Shapes in Stacked Scenarios. IEEE International Conference on Robotics and Automation (ICRA), 2021.
Efficient SE(3) Reachability Map Generation Via Interplanar Integration of Intra-Planar Convolutions
Recommended citation: Yiheng Han, Jia Pan, Mengfei Xia, Long Zeng, Yong-Jin Liu*. Efficient SE(3) Reachability Map Generation Via Interplanar Integration of Intra-Planar Convolutions. IEEE International Conference on Robotics and Automation (ICRA), 2021.
GAN-based Multi-Style Photo Cartoonization
Recommended citation: Yezhi Shu, Ran Yi, Mengfei Xia, Zipeng Ye, Wang Zhao, Yang Chen, Yu-Kun Lai, Yong-Jin Liu*. GAN-based Multi-Style Photo Cartoonization. IEEE Transactions on Visualization and Computer Graphics, DOI (identifier) 10.1109/TVCG.2021.3067201, 2021.
Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms
Recommended citation: Xianye Ben, Yi Ren, Junping Zhang, Su-Jing Wang, Kidiyo Kpalma, Weixiao Meng, Yong-Jin Liu*. Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021.
AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis
Recommended citation: Yudong Guo, Keyu Chen, Sen Liang, Yong-Jin Liu, Hujun Bao, Juyong Zhang. AD-NeRF: Audio Driven Neural Radiance Fields for Talking Head Synthesis. IEEE International Conference on Computer Vision (ICCV 21), pages 5784-5794, 2021.
A Confidence-based Iterative Solver of Depths and Surface Normals for Deep Multi-view Stereo
Recommended citation: Wang Zhao, Shaohui Liu, Yi Wei, Hengkai Guo, Yong-Jin Liu*. A Confidence-based Iterative Solver of Depths and Surface Normals for Deep Multi-view Stereo. IEEE International Conference on Computer Vision (ICCV 21), pages 6168-6177, 2021.
SparseDGCNN Recognizing Emotion from Multichannel EEG Signals
Recommended citation: Guanhua Zhang, Minjing Yu, Yong-Jin Liu*, Guozhen Zhao, Dan Zhang, Wenming Zheng. SparseDGCNN: Recognizing Emotion from Multichannel EEG Signals. IEEE Trans. Affect. Comput. 14(1): 537-548 (2023).
Multi-target Positive Emotion Recognition from EEG Signals
Recommended citation: Guozhen Zhao, Yulin Zhang, Guanhua Zhang, Dan Zhang, Yong-Jin Liu*. Multi-target Positive Emotion Recognition from EEG Signals. IEEE Transactions on Affective Computing, DOI (identifier) 10.1109/TAFFC.2020.3043135, 2021.
PC-NBV: A Point Cloud Based Deep Network for Efficient Next Best View Planning
Recommended citation: Rui Zeng, Wang Zhao, Yong-Jin Liu*. PC-NBV: A Point Cloud Based Deep Network for Efficient Next Best View Planning. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 20), pages 7050-7057, 2020.
Configuration Space Decomposition for Learning-based Collision Checking in High-DOF Robots
Recommended citation: Yiheng Han, Wang Zhao, Jia Pan, Yong-Jin Liu*. Configuration Space Decomposition for Learning-based Collision Checking in High-DOF Robots. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 20), pages 5678-5684, 2020.
Poisson Vector Graphics PVG-Guided Face Color Transfer in Videos
Recommended citation: Qian Fu, Ying He, Fei Hou, Qian Sun, Anxiang Zeng, Zhenchuan Huang, Juyong Zhang, Yong-Jin Liu. Poisson Vector Graphics (PVG)-Guided Face Color Transfer in Videos. IEEE Computer Graphics and Applications, vol. 41, no. 6, pp. 152-163, 1 Nov.-Dec. 2021.
An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals
Recommended citation: Xiaobing Du, Cuixia Ma, Guanhua Zhang, Jinyao Li, Yu-Kun Lai, Guozhen Zhao, Xiaoming Deng, Yong-Jin Liu*, Hongan Wang. An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals. IEEE Transactions on Affective Computing, DOI (identifier) 10.1109/TAFFC.2020.3013711, 2021.
View planning in robot active vision: A survey of systems, algorithms, and applications
Recommended citation: Rui Zeng, Yuhui Wen, Wang Zhao, Yong-Jin Liu*. View planning in robot active vision: A survey of systems, algorithms, and applications. Computational Visual Media, Vol. 6, No. 3, pp.225-245, 2020.
Learning to Accelerate Decomposition for Multi-Directional 3D Printing. IEEE Robotics and Automation Letters
Recommended citation: Chenming Wu, Yong-Jin Liu*, Charlie C.L. Wang*. Learning to Accelerate Decomposition for Multi-Directional 3D Printing. IEEE Robotics and Automation Letters, vol. 5, no. 4, pp. 5897-5904, Oct. 2020.
Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping
Recommended citation: Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin. Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 20), pages 8217-8225, 2020.
Towards Better Generalization: Joint Depth-Pose Learning without PoseNet
Recommended citation: Wang Zhao, Shaohui Liu, Yezhi Shu, Yong-Jin Liu. Towards Better Generalization: Joint Depth-Pose Learning without PoseNet. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 20), pages 9151-9161, 2020.
Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs
Recommended citation: Ran Yi, Mengfei Xia, Yong-Jin Liu*, Yu-Kun Lai, Paul L. Rosin. Line Drawings for Face Portraits from Photos using Global and Local Structure based GANs. IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI (identifier) 10.1109/TPAMI.2020.2987931, 2020.
Dirichlet energy of Delaunay meshes and intrinsic Delaunay triangulations
Recommended citation: Zipeng Ye, Ran Yi, Wenyong Gong, Ying He, Yong-Jin Liu. Dirichlet energy of Delaunay meshes and intrinsic Delaunay triangulations. Computer-Aided Design, Vol. 126, article no. 102851, 2020
Feature-Aware Uniform Tessellations on Video Manifold for Content-Sensitive Supervoxels
Recommended citation: Ran Yi, Zipeng Ye, Wang Zhao, Minjing Yu, Yu-Kun Lai, Yong-Jin Liu*. Feature-Aware Uniform Tessellations on Video Manifold for Content-Sensitive Supervoxels. IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI (identifier) 10.1109/TPAMI.2020.2979714, 2020.
Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose
Recommended citation: Ran Yi, Zipeng Ye, Juyong Zhang, Hujun Bao, Yong-Jin Liu*. Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose. CoRR, vol. abs/2002.10137, 2020.
Fast Computation of Content-Sensitive Superpixels and Supervoxels using q-distances
Recommended citation: Zipeng Ye, Ran Yi, Minjing Yu, Yong-Jin Liu*, and Ying He. Fast Computation of Content-Sensitive Superpixels and Supervoxels using q-distances. In International Conference on Computer Vision (ICCV 19), pages 3770-3779, 2019.
General Support-Effective Decomposition for Multi-Directional 3D Printing
Recommended citation: Chenming Wu, Chengkai Dai, Guoxin Fang, Yong-Jin Liu, Charlie C. L. Wang. General Support-Effective Decomposition for Multi-Directional 3D Printing. IEEE Transactions on Automation Science and Engineering, Vol. 17, No. 2, pp.599-610, 2020.
A review of EEG features for emotion recognition(面向情绪识别的脑电特征研究综述)
Recommended citation: Guanhua ZHANG, Minjing YU*, Guo CHEN, Yiheng HAN, Dan ZHANG, Guozhen ZHAO, Yong-Jin LIU*. A review of EEG features for emotion recognition(面向情绪识别的脑电特征研究综述). Scientia Sinica Informationis, Vol. 49, No. 9, pp.1097-1118, in Chinese, 2019.
Automatic Sitting Pose Generation for Ergonomic Ratings of Chairs
Recommended citation: Aihua Mao, Hong Zhang, Zhenfeng Xie, Minjing Yu, Yong-Jin Liu, Ying He. Automatic Sitting Pose Generation for Ergonomic Ratings of Chairs. IEEE Transactions on Visualization and Computer Graphics, Vol. 27, No. 3, pp. 1890-1903, 2021.
NP-Completeness of Optimal Planning Problem for Modular Robots
Recommended citation: Zipeng Ye, Minjing Yu, Yong-Jin Liu. NP-Completeness of Optimal Planning Problem for Modular Robots. Autonomous Robots, Vol. 43, No. 8, pp. 2261-2270, 2019.
Ranking-Preserving Cross-Source Learning for Image Retargeting Quality Assessment
Recommended citation: Yong-Jin Liu, Yiheng Han, Zipeng Ye, Yu-Ku Lai. Ranking-Preserving Cross-Source Learning for Image Retargeting Quality Assessment. IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 42, No. 7, pp. 1798-1805, 2020.
SketchGAN: Joint Sketch Completion and Recognition with Generative Adversarial Network
Recommended citation: Fang Liu, Xiaoming Deng, Yu-Kun Lai, Yong-Jin Liu, Cuixia Ma and Hongan Wang. SketchGAN: Joint Sketch Completion and Recognition with Generative Adversarial Network. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 19), pages 5830-5839, 2019.
Attention-aware Multi-stroke Style Transfer
Recommended citation: Yuan Yao, Jianqiang Ren, Xuansong Xie, Weidong Liu, Yong-Jin Liu and Jun Wang. Attention-aware Multi-stroke Style Transfer. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 19), pages 1467-1475, 2019.
APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs
Recommended citation: Ran Yi, Yong-Jin Liu, Yu-Kun Lai and Paul L. Rosin. APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 19), pages 10743-10752, 2019.
Energy-Efficient Coverage Path Planning for General Terrain Surfaces
Recommended citation: Chenming Wu, Chengkai Dai, Xiaoxi Gong, Yong-Jin Liu, Jun Wang, Xianfeng Gu, Charlie C.L. Wang. Energy-Efficient Coverage Path Planning for General Terrain Surfaces. The 2019 International Conference on Robotics and Automation (ICRA 2019), also published in IEEE Robotics and Automation Letters, Vol. 4, No. 3, pp. 2584-2591 (joint submission to ICRA 2019 and RAL).
A survey on deep-learning-based plant phenotype research in agriculture(基于深度学习的农业植物表型研究综述)
Recommended citation: Yang Weng, Rui Zeng, Chenming Wu, Meng Wang, Xiujie Wang*, Yong-Jin Liu*. A survey on deep-learning-based plant phenotype research in agriculture(基于深度学习的农业植物表型研究综述). Scientia Sinica Vitae, Vol. 49, No. 6, pp.698-716, in Chinese, 2019.
Interactions with Reconfigurable Modular Robots Enhance Spatial Reasoning Performance
Recommended citation: Minjing Yu, Yong-Jin Liu, Yulin Zhang, Guozhen Zhao, Chun Yu, Yuanchun Shi. Interactions with Reconfigurable Modular Robots Enhance Spatial Reasoning Performance. IEEE Transactions on Cognitive and Developmental Systems. Vol. 12, No. 2, pp. 300-310, 2020.
fNIRS Evidence for the Differentiation of Positive Emotions
Recommended citation: Xin Hu, Chu Zhuang, Fei Wang, Yong-Jin Liu, Chang-Hwan Im, Dan Zhang. fNIRS Evidence for the Differentiation of Positive Emotions. Frontiers in Human Neuroscience, Vol. 13, Article No. 120, 2019.
LineUp: Computing Chain-based Physical Transformation
Recommended citation: Minjing Yu, Zipeng Ye, Yong-Jin Liu*, Ying He, Charlie C.L. Wang. LineUp: Computing Chain-based Physical Transformation. ACM Transactions on Graphics (To be presented at ACM SIGGRAPH 2019), Vol. 38, No. 1, Article No. 11, 2019.
Support-Free Volume Printing by Multi-Axis Motion
Recommended citation: Chengkai Dai, Charlie C.L. Wang, Chenming Wu, Sylvain Lefebvre, Guoxin Fang, Yong-Jin Liu. Support-Free Volume Printing by Multi-Axis Motion. ACM Transactions on Graphics (SIGGRAPH 2018), Vol. 37, No. 4, Article No. 134, 2018.
Delaunay Mesh Simplification with Differential Evolution
Recommended citation: Ran Yi, Yong-Jin Liu*, Ying He. Delaunay Mesh Simplification with Differential Evolution. ACM Transactions on Graphics (SIGGRAPH ASIA 2018), Vol. 37, No. 6, Article No. 263, 2018.
Micro-expression Recognition with Small Sample Size by Transferring Long-term Convolutional Neural Network
Recommended citation: Su-Jing Wang, Bing-Jun Li, Yong-Jin Liu, Wen-Jing Yan, Xinyu Ou, Xiaohua Huang, Feng Xu, Xiaolan Fu. Micro-expression Recognition with Small Sample Size by Transferring Long-term Convolutional Neural Network. Neurocomputing, Vol. 312, pp. 251-262, 2018.
Evaluation on the Compactness of Supervoxels
Recommended citation: Ran Yi, Yong-Jin Liu, Yu-Kun Lai. Evaluation on the Compactness of Supervoxels. IEEE International Conference on Image Processing (ICIP 18), pp. 2212-2216, 2018.
CFD: A Collaborative Feature Difference Method for Spontaneous Micro-Expression Spotting
Recommended citation: Yiheng Han, Bingjun Li, Yu-Kun Lai and Yong-Jin Liu. CFD: A Collaborative Feature Difference Method for Spontaneous Micro-Expression Spotting. IEEE International Conference on Image Processing (ICIP 18), pp.1942-1946, 2018.
Decorating 3D Models with Poisson Vector Graphics
Recommended citation: Qian Fu, Fei Hou, Qian Sun, Shi-Qing Xin, Yong-Jin Liu, Wencheng Wang, Hong Qin, Ying He. Decorating 3D Models with Poisson Vector Graphics. Computer-Aided Design, Vol. 102, pp. 1-18, 2018.
Poisson Vector Graphics (PVG)
Recommended citation: Fei Hou, Qian Sun, Zheng Fang, Yong-Jin Liu, Shi-Min Hu, Hong Qin, Aimin Hao, Ying He. Poisson Vector Graphics (PVG). IEEE Transactions on Visualization and Computer Graphics, Vol. 26, No. 2, pp. 1361-1371, 2020.
Sparse MDMO: Learning a Discriminative Feature for Spontaneous Micro-Expression Recognition
Recommended citation: Yong-Jin Liu*, Bing-Jun Li, Yu-Kun Lai. Sparse MDMO: Learning a Discriminative Feature for Spontaneous Micro-Expression Recognition. IEEE Transactions on Affective Computing. DOI (identifier) 10.1109/TAFFC.2018.2854166, 2018.
Interactive Partitioning of 3D Models into Printable Parts
Recommended citation: Aamir Khan Jadoon, Chenming Wu, Yong-Jin Liu*, Ying He, Charlie C.L. Wang. Interactive Partitioning of 3D Models into Printable Parts. IEEE Computer Graphics and Applications, Vol. 38, No. 4, pp. 38-53, 2018.
Inter-Brain EEG Feature Extraction and Analysis for Continuous Implicit Emotion Tagging During Video Watching
Recommended citation: Yue Ding, Xin Hu, Zhenyi Xia, Yong-Jin Liu, Dan Zhang. Inter-brain EEG Feature Extraction and Analysis for Continuous Implicit Emotion Tagging during Video Watching. IEEE Transactions on Affective Computing, vol. 12, no. 1, pp. 92-102, 1 Jan.-March 2021.
Inter-brain EEG Feature Extraction and Analysis for Continuous Implicit Emotion Tagging during Video Watching
Recommended citation: Yue Ding, Xin Hu, Zhenyi Xia, Yong-Jin Liu, Dan Zhang. Inter-brain EEG Feature Extraction and Analysis for Continuous Implicit Emotion Tagging during Video Watching. IEEE Transactions on Affective Computing. Vol. 12, No. 1, pp. 92-102, January-March, 2021.
Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds
Recommended citation: Ran Yi, Yong-Jin Liu, Yu-Kun Lai. Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 18), pages 646-655, 2018. Source code.
CartoonGAN: Generative Adversarial Networks for Photo Cartoonization
Recommended citation: Yang Chen, Yu-Kun Lai, Yong-Jin Liu. CartoonGAN: Generative Adversarial Networks for Photo Cartoonization. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 18), pages 9465-9474, 2018.
Real-Time Assessment of Cross-Task Mental Workload using Physiological Measures during Anomaly Detection
Recommended citation: Guozhen Zhao, Yong-Jin Liu, Yuanchun Shi. Real-Time Assessment of Cross-Task Mental Workload using Physiological Measures during Anomaly Detection. IEEE Transactions on Human-Machine Systems, Vol. 48, No. 2, pp. 149-160, 2018.
Human-Experience-Inspired Path Planning for Robots
Recommended citation: Wenyong Gong, Xiaohua Xie, Yong-Jin Liu. Human-Experience-Inspired Path Planning for Robots. International Journal of Advanced Robotic Systems, Vol. 15, No. 1, pp. 1-11, 2018
Path planning for self-reconfigurable modular robots: a survey（自重构模块化机器人路径规划方法综述）
Recommended citation: Yong-Jin LIU, Minjing YU, Zipeng YE, Charlie C.L. WANG. Path planning for self-reconfigurable modular robots: a survey（自重构模块化机器人路径规划方法综述）. Scientia Sinica Informationis, Vol. 48, No. 2, pp.143-176, in Chinese, 2018.
EasySRRobot: An Easy-to-Build Self-Reconfigurable Robot with Optimized Design
Recommended citation: Minjing Yu, Yong-Jin Liu* and Charlie C.L. Wang. EasySRRobot: An Easy-to-Build Self-Reconfigurable Robot with Optimized Design. IEEE International Conference on Robotics and Biomimetics (IEEE Robio 2017), pp.1094-1099.
Support-Free Hollowing
Recommended citation: Weiming Wang, Yong-Jin Liu, Jun Wu, Shengjing Tian, Charlie C.L. Wang, Ligang Liu, Xiuping Liu. Support-Free Hollowing. IEEE Transactions on Visualization and Computer Graphics, Vol. 24, No. 10, pp. 2787-2798, 2018.
Delta DLP 3D Printing of Large Model
Recommended citation: Ran Yi, Chenming Wu, Yong-Jin Liu*, Ying He, Charlie C. L. Wang (2018) Delta DLP 3D Printing of Large Model. IEEE Transactions on Automation Science and Engineering, Vol. 15, No. 3, pp. 1193-1204, 2018.
RoboFDM: A Robotic System for Support-Free Fabrication using FDM
Recommended citation: Chenming Wu, Chengkai Dai, Guoxin Fang, Yong-Jin Liu, Charlie C.L. Wang (2017). RoboFDM: A Robotic System for Support-Free Fabrication using FDM. IEEE International Conference on Robotics and Automation (ICRA 2017), pp. 1175-1180, 2017.
Cross Section based Hollowing and Structural Enhancement
Recommended citation: Weiming Wang, Baojun Li, Sicheng Qian, Yong-Jin Liu, Charlie C.L. Wang, Ligang Liu, Baocai Yin, Xiuping Liu (2017) Cross Section based Hollowing and Structural Enhancement. The Visual Computer (CGI 2017), Vol. 33, No. 6, pp. 949-960, 2017.
Constructing Intrinsic Delaunay Triangulations from the Dual of Geodesic Voronoi Diagram
Recommended citation: Yong-Jin Liu, Dian Fan, Chun-Xu Xu, Ying He (2017) Constructing Intrinsic Delaunay Triangulations from the Dual of Geodesic Voronoi Diagram. ACM Transactions on Graphics, Vol. 36, No. 2, Article No. 15, 2017.
Intrinsic Manifold SLIC: A Simple and Efficient Method for Computing Content-Sensitive Superpixels
Recommended citation: Yong-Jin Liu, Minjing Yu, Bing-Jun Li, Ying He (2018) Intrinsic Manifold SLIC: A Simple and Efficient Method for Computing Content-Sensitive Superpixels. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 40, No. 3, pp. 653-666, 2018.
Neural Correlates of Subjective Awareness for Natural Scene Categorization of Color Photographs and Line-Drawings
Recommended citation: Qiufang Fu, Yong-Jin Liu, Zoltan Dienes, Jianhui Wu, Wenfeng Chen, Xiaolan Fu (2017) Neural Correlates of Subjective Awareness for Natural Scene Categorization of Color Photographs and Line-Drawings. Frontiers in Psychology, Vol. 8, Article No. 210, 13 pages, 2017.
Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals
Recommended citation: Yong-Jin Liu, Minjing Yu, Guozhen Zhao, Jinjing Song, Yan Ge, Yuanchun Shi. Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals. IEEE Transactions on Affective Computing, Vol. 9, No. 4, pp. 550-562, 2018.
Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals
Recommended citation: Yong-Jin Liu, Minjing Yu, Guozhen Zhao, Jinjing Song, Yan Ge, Yuanchun Shi. Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals. IEEE Transactions on Affective Computing, Vol. 9, No. 4, pp. 550-562, 2018.
Neural activity associated with attention orienting triggered by implied action cues
Recommended citation: Kaiyun Li, Yong-Jin Liu, Fangbing Qu, Xiaolan Fu (2016) Neural activity associated with attention orienting triggered by implied action cues. Brain Research, Vol. 1642, pp. 353-363, 2016.
Manifold Differential Evolution (MDE): A Global Optimization Method for Geodesic Centroidal Voronoi Tessellations on Meshes
Recommended citation: Yong-Jin Liu, Chun-Xu Xu, Ran Yi, Dian Fan, Ying He (2016) Manifold Differential Evolution (MDE): A Global Optimization Method for Geodesic Centroidal Voronoi Tessellations on Meshes. ACM Transactions on Graphics (SIGGRAPH ASIA 2016), Vol. 35, No. 6, Article No. 243, 2016.
Visualizing and Analyzing Video Content with Interactive Scalable Maps
Recommended citation: Cuixia Ma, Yong-Jin Liu*, Guozhen Zhao, Hongan Wang (2016) Visualizing and Analyzing Video Content with Interactive Scalable Maps. IEEE Transactions on Multimedia, Vol. 18, No. 11, pp. 1-13, 2016.
Delta DLP 3D Printing with Large Size
Recommended citation: Chenming Wu, Ran Yi, Yong-Jin Liu*, Ying He, Charlie C.L. Wang (2016). Delta DLP 3D Printing with Large Size. The 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2016), pp. 2155-2160, 2016.
The role of edge-based and surface-based information in natural scene categorization: Evidence from behavior and event-related potentials
Recommended citation: Qiufang Fu, Yong-Jin Liu, Zoltan Dienes, Jianhui Wu, Wenfeng Chen, Xiaolan Fu (2016) The role of edge-based and surface-based information in natural scene categorization: Evidence from behavior and event-related potentials. Consciousness and Cognition, Vol. 43, pp. 152-166, 2016.
Objective Quality Prediction of Image Retargeting Algorithms
Recommended citation: Yun Liang, Yong-Jin Liu*, Diego Gutierrez (2017) Objective Quality Prediction of Image Retargeting Algorithms. IEEE Transactions on Visualization and Computer Graphics, Vol. 23, No. 2, pp. 1099-1110, 2017.
Solving the initial value problem of discrete geodesics
Recommended citation: Peng Cheng, Chunyan Miao, Yong-Jin Liu, Changhe Tu, Ying He (2016) Solving the initial value problem of discrete geodesics. Computer-Aided Design (Special issue of SPM 2015), vol. 70, pp. 144-152, 2016.
Cognitive mechanism related to line drawings and its applications in intelligent processing of visual media: a survey
Recommended citation: #Yong-Jin Liu, Minjing Yu, Qiufang Fu, Wenfeng Chen, Ye Liu, Lexing Xie (2016) Cognitive mechanism related to line drawings and its applications in intelligent processing of visual media: a survey. Frontiers of Computer Science, Vol. 10, No. 2, pp.216-232, 2016.
An Interactive SpiralTape Video Summarization
Recommended citation: Yong-Jin Liu, Cuixia Ma, Guozhen Zhao, Xiaolan Fu, Hongan Wang, Guozhong Dai, Lexing Xie (2016) An Interactive SpiralTape Video Summarization. IEEE Transactions on Multimedia, Vol. 18, No. 7, pp. 1-14, 2016.
A PMJ-Inspired cognitive framework for natural scene categorization in line drawings
Recommended citation: Minjing Yu, Yong-Jin Liu*, Su-Jing Wang, Qiufang Fu, Xiaolan Fu (2016) A PMJ-Inspired cognitive framework for natural scene categorization in line drawings. Neurocomputing, Vol. 173, Part 3, pp. 2041–2048, 2016.
Advances in Emotion Recognition based on Physiological Big Data（基于生理大数据的情绪识别研究进展）
Recommended citation: Guozhen Zhao, Jinjing Song, Yan Ge, Yong-Jin Liu, Lin Yao, Tao Wen (2016) Advances in Emotion Recognition based on Physiological Big Data（基于生理大数据的情绪识别研究进展）. Journal of Computer Research and Development, Vol. 53, No. 1, pp.80-92, in Chinese, 2016.
A Robust Divide and Conquer Algorithm for Progressive Medial Axes of Planar Shapes
Recommended citation: Yong-Jin Liu, Cheng-Chi Yu, Min-Jing Yu, Kai Tang, Deok-Soo Kim (2016) A Robust Divide and Conquer Algorithm for Progressive Medial Axes of Planar Shapes. IEEE Transactions on Visualization and Computer Graphics, Vol. 22, No. 12, pp. 2522-2536, 2016.
Efficient Construction and Simplification of Delaunay Meshes
Recommended citation: Yong-Jin Liu*, Chun-Xu Xu, Dian Fan, Ying He* (2015) Efficient Construction and Simplification of Delaunay Meshes. ACM Transactions on Graphics (SIGGRAPH ASIA 2015), Vol. 34, No. 6, Article No. 174, 2015.
A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition
Recommended citation: Yong-Jin Liu, Jin-Kai Zhang, Wen-Jing Yan, Su-Jing Wang, Guoying Zhao, Xiaolan Fu (2016) A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition. IEEE Transactions on Affective Computing, Vol. 7, No. 4, pp. 299-310, 2016.
Distinguishing the roles of color and other surface properties in rapid natural scene categorization: Evidence from ERPs
Recommended citation: Qiufang Fu, Xiaoyan Zhou, Zoltan Dienes, Yong-Jin Liu, Xiaolan Fu (2015) Distinguishing the roles of color and other surface properties in rapid natural scene categorization: Evidence from ERPs. Journal of Vision, Vol. 15, No. 12, doi:10.1167/15.12.347
Styling evolution for tight-fitting garments
Recommended citation: Tsz-Ho Kwok, Yan-Qiu Zhang, Charlie C.L. Wang*, Yong-Jin Liu*, Kai Tang (2016) Styling evolution for tight-fitting garments. IEEE Transactions on Visualization and Computer Graphics, Vol. 22, No. 5, pp. 1580-1591, 2016.
Semi-Continuity of Skeletons in Two-Manifold and Discrete Voronoi Approximation
Recommended citation: Yong-Jin Liu (2015) Semi-continuity of skeletons in 2-manifold and discrete Voronoi approximation. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 37, No. 9, pp. 1938-1944, 2015.
Recent progress in the Laplace-Beltrami operator and its applications to digital geometry processing（数字几何处理中Laplace-Beltrami算子的离散化理论与应用研究综述）
Recommended citation: Dian Fan, Yong-Jin Liu, Ying He (2015) Recent progress in the Laplace-Beltrami operator and its applications to digital geometry processing（数字几何处理中Laplace-Beltrami算子的离散化理论与应用研究综述）. Journal of Computer-Aided Design & Computer Graphics, Vol. 27, No. 4, pp.559-569, in Chinese, 2015.
A survey on computing geodesic distances on meshes（网格模型上的离散测地线综述）
Recommended citation: JunLi Zhao, ShiQing Xin, Yong-Jin Liu, XingCe Wang, ZhongKe Wu, MingQuan Zhou, Ying He (2015) A survey on computing geodesic distances on meshes（网格模型上的离散测地线综述）. Scientia Sinica Informationis, Vol. 45, No. 3, pp.313-335, in Chinese, 2015.
Fast wavefront propagation (FWP) for computing exact geodesic distances on meshes
Recommended citation: Chunxu Xu, Tuanfeng Y. Wang, Yong-Jin Liu*, Ligang Liu, Ying He* (2015) Fast wavefront propagation (FWP) for computing exact geodesic distances on meshes. IEEE Transactions on Visualization and Computer Graphics, Vol. 21, No. 7, pp. 822-834, 2015.
Approximate Delaunay mesh reconstruction and quality estimation from point samples
Recommended citation: Wenyong Gong, Yong-Jin Liu*, Kai Tang, Tieru Wu (2015) Approximate Delaunay mesh reconstruction and quality estimation from point samples. Journal of Computational and Applied Mathematics, Vol. 274, pp. 23-34, 2015.
Intrinsic computation of centroidal Voronoi tessellation (CVT) on meshes
Recommended citation: Xiaoning Wang, Xiang Ying, Yong-Jin Liu, Shi-Qing Xin, Wenping Wang, Xianfeng Gu, Wolfgang Mueller-Wittig, Ying He (2015) Intrinsic computation of centroidal Voronoi tessellation (CVT) on meshes. Computer-Aided Design, Vol. 58, pp. 51-61, 2015.
Polyline-sourced geodesic Voronoi diagrams on triangle meshes
Recommended citation: Chunxu Xu, Yong-Jin Liu*, Qian Sun, Jinyan Li, Ying He (2014) Polyline-sourced geodesic Voronoi diagrams on triangle meshes. Computer Graphics Forum (special issue of Pacific Graphics 2014), Vol. 33, No. 7, pp.161-170, 2014.
A Sketch-based Approach for Interactive Organization of Video Clips
Recommended citation: Yong-Jin Liu, Cui-Xia Ma, Qiu-Fang Fu, Xiaolan Fu, Sheng-Feng Qin, Lexing Xie (2014) A Sketch-based Approach for Interactive Organization of Video Clips. ACM Transactions on Multimedia Computing, Communications and Applications, Vol. 11, No. 1, Article No. 2, 2014.
A global energy optimization framework for 2.1D sketch extraction from monocular images
Recommended citation: Cheng-Chi Yu, Yong-Jin Liu*, Tianfu Wu, Kai-Yun Li, Xiaolan Fu (2014) A global energy optimization framework for 2.1D sketch extraction from monocular images. Graphical Models (Special issue of GMP 2014), Vol. 76, No. 5, pp. 507-521, 2014.
For micro-expression recognition: database and suggestions
Recommended citation: Wen-Jing Yan, Su-Jing Wang, Yong-Jin Liu, Qi Wu, Xiaolan Fu (2014) For micro-expression recognition: database and suggestions. Neurocomputing, Vol. 136, pp. 82-87, 2014.
Variational Discrete Developable Surface Interpolation
Recommended citation: Wen-Yong Gong, Yong-Jin Liu*, Kai Tang and Tie-Ru Wu (2014) Variational Discrete Developable Surface Interpolation. Journal of Computing and Information Science in Engineering, Vol. 14, No. 2, Article No. 021002, 2014.
Sketch2Jewelry: Semantic feature modeling for sketch-based jewelry design
Recommended citation: Long Zeng, Yong-Jin Liu*, Jin Wang, Dong-Liang Zhang, Ming-Fai Yuen (2014) Sketch2Jewelry: Semantic feature modeling for sketch-based jewelry design. Computers & Graphics (Special issue of CAD/Graphics 2013), Vol. 38, pp. 69-77, 2014.
CASME II: An Improved Spontaneous Micro-expression Database and the Baseline Evaluation
Recommended citation: Wen-Jing Yan, Xiaobai Li, Su-Jing Wang, Guoying Zhao, Yong-Jin Liu, Yu-Hsin Chen, Xiaolan Fu (2014) CASME II: An Improved Spontaneous Micro-expression Database and the Baseline Evaluation. PLoS ONE, Vol. 9, No. 1, e86041, 2014.
A computational cognition model of perception, memory and judgment
Recommended citation: #Xiaolan Fu, Lian-Hong Cai, Ye Liu, Jia Jia, Wen-Feng Chen, Yi Zhang, Guo-Zhen Zhao, Yong-Jin Liu, Chang-Xu Wu (2014) A computational cognition model of perception, memory and judgment. Science China (Series F: Information Sciences), Sci China Inf Sci, Vol. 57, No. 3, Article No. 032114(1-15), 2014.
Collaborative interaction for videos on mobile devices based on sketch gestures
Recommended citation: #Jin-Kai Zhang, Cui-Xia Ma, Yong-Jin Liu, Qiu-Fang Fu, Xiao-Lan Fu (2013) Collaborative interaction for videos on mobile devices based on sketch gestures. Journal of Computer Science and Technology, Vol. 28, No. 5, pp.810-817, 2013.
A distributed computational cognitive model for object recognition
Recommended citation: #Yong-Jin Liu, Qiu-Fang Fu, Ye Liu, Xiaolan Fu (2013) A distributed computational cognitive model for object recognition. Science China (Series F: Information Sciences), Sci China Inf Sci, Vol. 56, No. 9, Article No. 092101(1-13), 2013.
Video sketch summarization, interaction and cognition analysis（基于草图交互的视频摘要方法及认知分析）
Recommended citation: Cui-Xia Ma, Yong-Jin Liu, Qiu-Fang Fu, Ye Liu, Xiao-Lan Fu, Guo-Zhong Dai, Hong-An Wang (2013) Video sketch summarization, interaction and cognition analysis（基于草图交互的视频摘要方法及认知分析）. Scientia Sinica Informationis, Vol. 43, No. 8, pp.1012-1023, in Chinese, 2013.
CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces
Recommended citation: Wen-Jing Yan, Qi Wu, Yong-Jin Liu*, Su-Jing Wang, Xiaolan Fu (2013) CASME database: A dataset of spontaneous micro-expressions collected from neutralized faces. 10th IEEE International Conference on Automatic Face Gesture Recognition (FG 2013), pp. 1-7, 2013.
Cylinder detection in large-scale point cloud of pipeline plant
Recommended citation: Yong-Jin Liu, Jun-Bin Zhang, Ji-Chun Hou, Ji-Cheng Ren, Wei-Qing Tang (2013) Cylinder detection in large-scale point cloud of pipeline plant. IEEE Transactions on Visualization and Computer Graphics, Vol. 19, No. 10, pp. 1700-1707, 2013.
Exact geodesic metric in 2-manifold triangle meshes using edge-based data structures
Recommended citation: Yong-Jin Liu (2013) Exact geodesic metric in 2-manifold triangle meshes using edge-based data structures. Computer-Aided Design, Vol. 45, No. 3, pp. 695-704, 2013.
The Complexity of Geodesic Voronoi Diagrams on Triangulated 2-Manifold Surfaces
Recommended citation: Yong-Jin Liu, Kai Tang (2013) The Complexity of Geodesic Voronoi Diagrams on Triangulated 2-Manifold Surfaces. Information Processing Letters, Vol. 113, No. 4, pp. 132-136, 2013.
User-adaptive sketch-based 3-D CAD model retrieval
Recommended citation: Yong-Jin Liu, Xi Luo, Ajay Joneja, Cui-Xia Ma, Xiao-Lan Fu, Da-Wei Song (2013) User-adaptive sketch-based 3-D CAD model retrieval. IEEE Transactions on Automation Science and Engineering, Vol. 10, No. 3, pp. 783-795, 2013.
Q-Complex: efficient non-manifold boundary representation with inclusion topology
Recommended citation: Long Zeng, Yong-Jin Liu, Sang-Hun Lee, Ming-Fai Yuen (2012) Q-Complex: efficient non-manifold boundary representation with inclusion topology. Computer-Aided Design, Vol. 44, No. 11, pp. 1115-1126, 2012.
Optimal-scaling-factor assignment for patch-wise image retargeting
Recommended citation: Yun Liang, Yong-Jin Liu, Xiao-Nan Luo, Lexing Xie, Xiaolan Fu (2013) Optimal-scaling-factor assignment for patch-wise image retargeting. IEEE Computer Graphics and Applications, Vol. 33, No. 5, pp. 68-78, 2013.
Least squares quasi-developable mesh approximation
Recommended citation: Long Zeng, Yong-Jin Liu*, Ming Chen, Ming-Fai Yuen (2012) Least squares quasi-developable mesh approximation. Computer Aided Geometric Design, Vol. 29, No. 7, pp. 565-578, 2012.
Sketch-based annotation and visualization in video authoring
Recommended citation: Cui-Xia Ma, Yong-Jin Liu, Hong-An Wang, Dong-Xing Teng, Guo-Zhong Dai (2012) Sketch-based annotation and visualization in video authoring. IEEE Transactions on Multimedia, Vol. 14, No. 4, pp.1153-1165, 2012.
Approximating the longest paths in grid graphs
Recommended citation: Wen-Qi Zhang, Yong-Jin Liu* (2011) Approximating the longest paths in grid graphs. Theoretical Computer Science, Vol. 412, No. 39, pp. 5340-5350, 2011.
Industrial design using interpolatory discrete developable surfaces
Recommended citation: Yong-Jin Liu, Kai Tang, Wen-Yong Gong, Tie-Ru Wu (2011) Industrial design using interpolatory discrete developable surfaces. Computer-Aided Design, Vol. 43, No. 9, pp. 1089-1098, 2011.
3D Model retrieval based on color+geometry signatures
Recommended citation: Yong-Jin Liu, Yi-Fu Zheng, Lu Lv, Yu-Ming Xuan, Xiao-Lan Fu (2012) 3D Model retrieval based on color+geometry signatures. The Visual Computer, Vol. 28, No. 1, pp.75-86, 2012.
Image retargeting quality assessment
Recommended citation: Yong-Jin Liu, Xi Luo, Yu-Ming Xuan, Wen-Feng Chen, Xiao-Lan Fu (2011) Image retargeting quality assessment. Computer Graphics Forum (Eurographics 2011), Vol. 30, No. 2, pp. 583-592, 2011.
Construction of iso-contours, bisectors and Voronoi diagrams on triangulated surfaces
Recommended citation: Yong-Jin Liu, Zhan-Qing Chen, Kai Tang (2011) Construction of iso-contours, bisectors and Voronoi diagrams on triangulated surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 8, pp.1502-1517, 2011.
A survey on CAD methods in 3D garment design
Recommended citation: Yong-Jin Liu, Dong-Liang Zhang, Ming-Fai Yuen (2010) A survey on CAD methods in 3D garment design. Computers in Industry, Vol. 61, No. 6, pp. 576-593, 2010.
EasyToy: Plush Toy Design Using Editable Sketching Curves
Recommended citation: Yong-Jin Liu, Cui-Xia Ma, Dong-Liang Zhang (2011) EasyToy: Plush Toy Design Using Editable Sketching Curves. IEEE Computer Graphics and Applications, Vol. 31, No. 2, pp. 49-57, 2011.
Stripification of free-form surfaces with global error bounds for developable approximation
Recommended citation: Yong-Jin Liu, Yu-Kun Lai, Shi-Min Hu (2009) Stripification of free-form surfaces with global error bounds for developable approximation. IEEE Transactions on Automation Science and Engineering, Vol. 6, No. 4, pp. 700-709, 2009.
NURBS curve blending using extension
Recommended citation: #Yong-Jin Liu, Rong-Qi Qiu, Xiao-Hui Liang (2009) NURBS curve blending using extension. Journal of Zhejiang University SCIENCE A, Vol. 10, No. 4, pp.570-576, 2009.
Handling degenerate cases in exact geodesic computation on triangle meshes
Recommended citation: Yong-Jin Liu, Qian-Yi Zhou, Shi-Min Hu (2007) Handling degenerate cases in exact geodesic computation on triangle meshes. The Visual Computer, Vol. 23, No.9-11, pp. 661-668, 2007.
A new representation of orientable 2-manifold polygonal surfaces for geometric modeling
Recommended citation: Yong-Jin Liu, Kai Tang, Ajay Joneja (2006) A new representation of orientable 2-manifold polygonal surfaces for geometric modeling. Journal of Zhejiang University SCIENCE A, Vol. 7, No. 9, pp.1578-1588, 2006.
A general framework for progressive point-sampled geometry
Recommended citation: Yong-Jin Liu, Kai Tang, Ajay Joneja (2006) A general framework for progressive point-sampled geometry. Journal of Zhejiang University SCIENCE A, Vol. 7, No. 7, pp.1201-1209, 2006.
Sketch-based free-form shape modelling with a fast and stable numerical engine
Recommended citation: Yong-Jin Liu, Kai Tang, Ajay Joneja (2005) Sketch-based free-form shape modelling with a fast and stable numerical engine. Computers & Graphics, Vol. 29, No. 5, pp. 778-793, 2005.
An optimization algorithm for free-form surface partitioning based on weighted gaussian image
Recommended citation: Kai Tang, Yong-Jin Liu (2005) An optimization algorithm for free-form surface partitioning based on weighted gaussian image. Graphical Models, Vol. 67, No. 1, pp. 17-42, 2005.
Multiresolution free form object modeling with point sampled geometry
Recommended citation: #Yong-Jin Liu, Kai Tang, Ming-Fai Yuen (2004) Multiresolution free form object modeling with point sampled geometry. Journal of Computer Science and Technology, Vol. 19, No. 5, pp.607-617, 2004.
A geometric method for determining intersection relations between a movable convex object and a set of planar polygons
Recommended citation: Kai Tang, Yong-Jin Liu (2004) A geometric method for determining intersection relations between a movable convex object and a set of planar polygons. IEEE Transactions on Robotics, Vol. 20, No. 4, pp. 636-650, 2004.
Maximal intersection of spherical polygons by an arc with applications to 4-axis machining
Recommended citation: Kai Tang, Yong-Jin Liu (2003) Maximal intersection of spherical polygons by an arc with applications to 4-axis machining. Computer-Aided Design, Vol. 35, No. 14, pp. 1269-1285, 2003.
Manifold-guaranteed out-of-core simplification of large meshes with controlled topological type””
Recommended citation: Yong-Jin Liu, Ming-Fai Yuen, Kai Tang (2003) Manifold-guaranteed out-of-core simplification of large meshes with controlled topological type. The Visual Computer, Vol. 19, No. 7-8, pp. 565-580, 2003.
Optimized triangle mesh reconstruction from unstructured points
Recommended citation: Yong-Jin Liu, Ming-Fai Yuen (2003) Optimized triangle mesh reconstruction from unstructured points. The Visual Computer, Vol. 19, No. 1, pp. 23-37, 2003.
A feature-based approach for individualized human head modeling
Recommended citation: Yong-Jin Liu, Ming-Fai Yuen, Shan Xiong (2002) A feature-based approach for individualized human head modeling. The Visual Computer, Vol. 18, No. 5-6, pp. 368-381, 2002.