Object-of-interest extraction by integrating stochastic inference with learnt active shape sketch. - Hongwei Li; Liang Lin; Tianfu Wu; Xiaobai Liu; Lanfang Dong (ICPR, 2008)

Layered shape matching and registration: Stochastic sampling with hierarchical graph representation. - Xiaobai Liu; Liang Lin; Hongwei Li; Hai Jin 001; Wenbing Tao (ICPR, 2008)

The Principle of Turtle Motion and Bio-Mechanism of Its Four Limbs Research. - Mingjun Zhang; Xiaobai Liu; Dinghui Chu; Shaobo Guo (PACIIA (2), 2008)

Layered graph matching by composite cluster sampling with collaborative and competitive interactions. - Liang Lin; Kun Zeng; Xiaobai Liu; Song Chun Zhu (CVPR, 2009)

Trajectory parsing by cluster sampling in spatio-temporal graph. - Xiaobai Liu; Liang Lin; Song Chun Zhu; Hai Jin 001 (CVPR, 2009)

Unified Solution to Nonnegative Data Factorization Problems. - Xiaobai Liu; Shuicheng Yan; Jun Yan 001; Hai Jin 001 (ICDM, 2009)

Label to region by bi-layer sparsity priors. - Xiaobai Liu; Bin Cheng 001; Shuicheng Yan; Jinhui Tang 001; Tat-Seng Chua; Hai Jin 001 (ACM Multimedia, 2009)

Analysis and experiment research of the turtle forelimb's hydrofoil propulsion method. - Jian'an Xu; Xiaobai Liu; Dinghui Chu; Lining Sun; Mingjun Zhang (ROBIO, 2009)

Foreground classification using active template in the scene context for visual surveillance. - Xiaoying Sha; Xiaobai Liu; Jianting Wen (SAC, 2009)

Nonparametric Label-to-Region by search. - Xiaobai Liu; Shuicheng Yan; Jiebo Luo 001; Jinhui Tang 001; ZhongYang Huang; Hai Jin 001 (CVPR, 2010)

Multi-View Object Detection by Classifier Interpolation. - Xiaobai Liu; Haifeng Gong; Shuicheng Yan; Hai Jin 001 (ICASSP, 2010)

Image segmentation with patch-pair density priors. - Xiaobai Liu; Jiashi Feng; Shuicheng Yan; Hai Jin 001 (ACM Multimedia, 2010)

Layered Graph Matching with Composite Cluster Sampling. - Liang Lin; Xiaobai Liu; Song Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Projective Nonnegative Graph Embedding. - Xiaobai Liu; Shuicheng Yan; Hai Jin 001 (IEEE Trans. Image Process., 2010)

Segment an image by looking into an image corpus. - Xiaobai Liu; Jiashi Feng; Shuicheng Yan; Liang Lin; Hai Jin 001 (CVPR, 2011)

Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. - Xiaobai Liu; Xiaotong Yuan; Shuicheng Yan; Hai Jin 001 (ICCV, 2011)

Adaptive Object Tracking by Learning Hybrid Template Online. - Xiaobai Liu; Liang Lin; Shuicheng Yan; Hai Jin 001; Wenbin Jiang 001 (IEEE Trans. Circuits Syst. Video Technol., 2011)

Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance. - Xiaobai Liu; Liang Lin; Shuicheng Yan; Hai Jin 001; Wenbing Tao (IEEE Trans. Circuits Syst. Video Technol., 2011)

Object categorization with sketch representation and generalized samples. - Liang Lin; Xiaobai Liu; Shaowu Peng; Hongyang Chao; Yongtian Wang; Bo Jiang (Pattern Recognit., 2012)

Visual Classification With Multitask Joint Sparse Representation. - Xiao-Tong Yuan; Xiaobai Liu; Shuicheng Yan (IEEE Trans. Image Process., 2012)

Image label completion by pursuing contextual decomposability. - Xiaobai Liu; Shuicheng Yan; Tat-Seng Chua; Hai Jin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Label-to-region with continuity-biased bi-layer sparsity priors. - Xiaobai Liu; Shuicheng Yan; Bin Cheng 001; Jinhui Tang 001; Tat-Seng Chua; Hai Jin 001 (ACM Trans. Multim. Comput. Commun. Appl., 2012)

Robust Region Grouping via Internal Patch Statistics. - Xiaobai Liu; Liang Lin; Alan L. Yuille (CVPR, 2013)

Human Re-identification by Matching Compositional Template with Cluster Sampling. - Yuanlu Xu; Liang Lin; Wei-Shi Zheng 001; Xiaobai Liu (ICCV, 2013)

Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts. - Xianjie Chen; Roozbeh Mottaghi; Xiaobai Liu; Sanja Fidler; Raquel Urtasun; Alan L. Yuille (CVPR, 2014)

Single-View 3D Scene Parsing by Attributed Grammar. - Xiaobai Liu; Yibiao Zhao; Song-Chun Zhu (CVPR, 2014)

The Role of Context for Object Detection and Semantic Segmentation in the Wild. - Roozbeh Mottaghi; Xianjie Chen; Xiaobai Liu; Nam-Gyu Cho; Seong-Whan Lee; Sanja Fidler; Raquel Urtasun; Alan L. Yuille (CVPR, 2014)

MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation. - Xiaobai Liu; Qian Xu; Jiayi Ma 001; Hai Jin 001; Yanduo Zhang (IEEE Trans. Image Process., 2014)

Nonnegative Tensor Cofactorization and Its Unified Solution. - Xiaobai Liu; Qian Xu; Shuicheng Yan; Gang Wang 012; Hai Jin 001; Seong-Whan Lee (IEEE Trans. Image Process., 2014)

Multi-View 3D Human Tracking in Crowded Scenes. - Xiaobai Liu (AAAI, 2016)

Multi-view People Tracking via Hierarchical Trajectory Composition. - Yuanlu Xu; Xiaobai Liu; Yang Liu 266; Song-Chun Zhu (CVPR, 2016)

A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction. - Xiaobai Liu; Yadong Mu; Liang Lin (IJCAI, 2016)

Geometric Scene Parsing with Hierarchical LSTM. - Zhanglin Peng; Ruimao Zhang; Xiaodan Liang; Xiaobai Liu; Liang Lin (IJCAI, 2016)

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Jialie Shen 001; Xiaobai Liu; Liang Xie 001; Liqiang Nie (IJCAI, 2016)

V3I-STAL: Visual Vehicle-to-Vehicle Interaction via Simultaneous Tracking and Localization. - Xiaobai Liu (ACM Multimedia, 2016)

Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking. - Chenglong Li 002; Hui Cheng; Shiyi Hu; Xiaobai Liu; Jin Tang 001; Liang Lin (IEEE Trans. Image Process., 2016)

Learning Compositional Shape Models of Multiple Distance Metrics by Information Projection. - Ping Luo 002; Liang Lin; Xiaobai Liu (IEEE Trans. Neural Networks Learn. Syst., 2016)

Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing. - Yuanlu Xu; Xiaobai Liu; Lei Qin; Song-Chun Zhu (AAAI, 2017)

Single-Image 3D Scene Parsing Using Geometric Commonsense. - Chengcheng Yu; Xiaobai Liu; Song-Chun Zhu (IJCAI, 2017)

Place-centric Visual Urban Perception with Deep Multi-instance Regression. - Xiaobai Liu; Qi Chen; Lei Zhu 002; Yuanlu Xu; Liang Lin (ACM Multimedia, 2017)

VSCC'2017: Visual Analysis for Smart and Connected Communities. - Xiaobai Liu; Yadong Mu; Yu-Gang Jiang 001; Jiebo Luo 001 (ACM Multimedia, 2017)

Visual Self-localization via Inferring View-to-Map Correspondences. - Qian Xu; Xiaobai Liu (VSCC@MM, 2017)

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Zi Huang; Xiaobai Liu; Xiangnan He 001; Jingkuan Song; Xiaofang Zhou 001 (CoRR, 2017)

A Causal And-Or Graph Model for Visibility Fluent Reasoning in Human-Object Interactions. - Lei Qin; Yuanlu Xu; Xiaobai Liu; Song-Chun Zhu (CoRR, 2017)

Learning Knowledge-guided Pose Grammar Machine for 3D Human Pose Estimation. - Haoshu Fang; Yuanlu Xu; Wenguan Wang; Xiaobai Liu; Song-Chun Zhu (CoRR, 2017)

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. - Yadong Mu; Wei Liu 005; Xiaobai Liu; Wei Fan 001 (IEEE Trans. Knowl. Data Eng., 2017)

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Zi Huang; Xiaobai Liu; Xiangnan He 001; Jiande Sun 001; Xiaofang Zhou 001 (IEEE Trans. Multim., 2017)

Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation. - Haoshu Fang; Yuanlu Xu; Wenguan Wang; Xiaobai Liu; Song-Chun Zhu (AAAI, 2018)

A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects. - Yuanlu Xu; Lei Qin; Xiaobai Liu; Jianwen Xie; Song-Chun Zhu (CVPR, 2018)

Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance. - Xiaobai Liu; Donovan Lo; Chau Thuan (IJCAI, 2018)

FIPIP: A novel fine-grained parallel partition based intra-frame prediction on heterogeneous many-core systems. - Wenbin Jiang 001; Min Long; Laurence T. Yang; Xiaobai Liu; Hai Jin 001; Alan L. Yuille; Ye Chi (Future Gener. Comput. Syst., 2018)

Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar. - Xiaobai Liu; Yibiao Zhao; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Iterative image segmentation with feature driven heuristic four-color labeling. - Kunqian Li; Wenbing Tao; Xiaobai Liu; Liman Liu (Pattern Recognit., 2018)

A Stochastic Attribute Grammar for Robust Cross-View Human Tracking. - Xiaobai Liu; Yuanlu Xu; Lei Zhu 002; Yadong Mu (IEEE Trans. Circuits Syst. Video Technol., 2018)

High-Precision Camera Localization in Scenes with Repetitive Patterns. - Xiaobai Liu; Qian Xu; Yadong Mu; Jiadi Yang; Liang Lin; Shuicheng Yan (ACM Trans. Intell. Syst. Technol., 2018)

Learning Multi-Instance Deep Ranking and Regression Network for Visual House Appraisal. - Xiaobai Liu; Qian Xu; Jingjie Yang; Jacob Thalman; Shuicheng Yan; Jiebo Luo 001 (IEEE Trans. Knowl. Data Eng., 2018)

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach. - Xiaobai Liu; Qian Xu; Thuan Chau; Yadong Mu; Lei Zhu 002; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2019)

Neural Task Planning With AND-OR Graph Representations. - Tianshui Chen; Riquan Chen; Lin Nie; Xiaonan Luo; Xiaobai Liu; Liang Lin (IEEE Trans. Multim., 2019)

Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video. - Pu Li; Xiaobai Liu (ICPR, 2020)

Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. - Pu Li; Xiaobai Liu; K. J. Palmer; Erica Fleishman; Douglas Gillespie; Eva-Marie Nosal; Yu Shiu; Holger Klinck; Danielle Cholewiak; Tyler A. Helble; Marie A. Roch (IJCNN, 2020)

Discrete Optimal Graph Clustering. - Yudong Han; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Xiaobai Liu (IEEE Trans. Cybern., 2020)

Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing. - Xiaobai Liu; Qian Xu; Grayson Adkins; Eric Medwedeff; Liang Lin; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Learning Sample-Specific Policies for Sequential Image Augmentation. - Pu Li; Xiaobai Liu; Xiaohui Xie (ACM Multimedia, 2021)

Learning Adjustable Reduced Downsampling Network for Small Object Detection in Urban Environments. - Huijie Zhang; Li An; Vena W. Chu; Douglas A. Stow; Xiaobai Liu; Qinghua Ding (Remote. Sens., 2021)

A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning. - Hongjun Wang 005; Guanbin Li; Xiaobai Liu; Liang Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Monocular 3D Pose Estimation via Pose Grammar and Data Augmentation. - Yuanlu Xu; Wenguan Wang; Tengyu Liu; Xiaobai Liu; Jianwen Xie; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning Stage-Wise GANs for Whistle Extraction in Time-Frequency Spectrograms. - Pu Li; Marie A. Roch; Holger Klinck; Erica Fleishman; Douglas Gillespie; Eva-Marie Nosal; Yu Shiu; Xiaobai Liu (IEEE Trans. Multim., 2023)

Siamese-Based Twin Attention Network for Visual Tracking. - Hua Bao; Ping Shu; Hongchao Zhang; Xiaobai Liu (IEEE Trans. Circuits Syst. Video Technol., 2023)

Policy-driven Auto-Augmentation with Distillment Rewards for Scene Text Recognition. - Pu Li; Yibiao Zhao; Xiaobai Liu (MMAsia, 2024)

Focal Diffusion Process for Object-Aware 3D LiDAR Generation. - Huijie Zhang; Xiaobai Liu (MMAsia, 2024)

An Iterative Semi-supervised Approach with Pixel-wise Contrastive Loss for Road Extraction in Aerial Images. - Huijie Zhang; Pu Li; Xiaobai Liu; Xianfeng Terry Yang; Li An (ACM Trans. Multim. Comput. Commun. Appl., 2024)