Xiaobai Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 47

Top Topics

Pose Estimation

Image Segmentation

Top Venues

Publications

Huijie Zhang, Pu Li, Xiaobai Liu, Xianfeng Terry Yang, Li An
An Iterative Semi-supervised Approach with Pixel-wise Contrastive Loss for Road Extraction in Aerial Images. ACM Trans. Multim. Comput. Commun. Appl. 20 (3) (2024)
Pu Li, Xiaobai Liu
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video. CoRR (2023)
Pu Li, Marie A. Roch, Holger Klinck, Erica Fleishman, Douglas Gillespie, Eva-Marie Nosal, Yu Shiu, Xiaobai Liu
Learning Stage-wise GANs for Whistle Extraction in Time-Frequency Spectrograms. CoRR (2023)
Pu Li, Marie A. Roch, Holger Klinck, Erica Fleishman, Douglas Gillespie, Eva-Marie Nosal, Yu Shiu, Xiaobai Liu
Learning Stage-Wise GANs for Whistle Extraction in Time-Frequency Spectrograms. IEEE Trans. Multim. 25 (2023)
Hua Bao, Ping Shu, Hongchao Zhang, Xiaobai Liu
Siamese-Based Twin Attention Network for Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 33 (2) (2023)
Yuanlu Xu, Wenguan Wang, Tengyu Liu, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
Monocular 3D Pose Estimation via Pose Grammar and Data Augmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Huijie Zhang, Li An, Vena W. Chu, Douglas A. Stow, Xiaobai Liu, Qinghua Ding
Learning Adjustable Reduced Downsampling Network for Small Object Detection in Urban Environments. Remote. Sens. 13 (18) (2021)
Pu Li, Xiaobai Liu, Xiaohui Xie
Learning Sample-Specific Policies for Sequential Image Augmentation. ACM Multimedia (2021)
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
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. IJCNN (2020)
Yudong Han, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiaobai Liu
Discrete Optimal Graph Clustering. IEEE Trans. Cybern. 50 (4) (2020)
Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning. CoRR (2020)
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
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. CoRR (2020)
Pu Li, Xiaobai Liu
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video. ICPR (2020)
Xiaobai Liu, Qian Xu, Grayson Adkins, Eric Medwedeff, Liang Lin, Shuicheng Yan
Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Tianshui Chen, Riquan Chen, Lin Nie, Xiaonan Luo, Xiaobai Liu, Liang Lin
Neural Task Planning With AND-OR Graph Representations. IEEE Trans. Multim. 21 (4) (2019)
Yudong Han, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiaobai Liu
Discrete Optimal Graph Clustering. CoRR (2019)
Xiaobai Liu, Qian Xu, Thuan Chau, Yadong Mu, Lei Zhu, Shuicheng Yan
Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach. IEEE Trans. Circuits Syst. Video Technol. 29 (8) (2019)
Tianshui Chen, Riquan Chen, Lin Nie, Xiaonan Luo, Xiaobai Liu, Liang Lin
Neural Task Planning with And-Or Graph Representations. CoRR (2018)
Xiaobai Liu, Donovan Lo, Chau Thuan
Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance. IJCAI (2018)
Xiaobai Liu, Qian Xu, Yadong Mu, Jiadi Yang, Liang Lin, Shuicheng Yan
High-Precision Camera Localization in Scenes with Repetitive Patterns. ACM Trans. Intell. Syst. Technol. 9 (6) (2018)
Haoshu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation. AAAI (2018)
Kunqian Li, Wenbing Tao, Xiaobai Liu, Liman Liu
Iterative image segmentation with feature driven heuristic four-color labeling. Pattern Recognit. 76 (2018)
Xiaobai Liu, Yibiao Zhao, Song-Chun Zhu
Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar. IEEE Trans. Pattern Anal. Mach. Intell. 40 (3) (2018)
Wenbin Jiang, Min Long, Laurence T. Yang, Xiaobai Liu, Hai Jin, Alan L. Yuille, Ye Chi
FIPIP: A novel fine-grained parallel partition based intra-frame prediction on heterogeneous many-core systems. Future Gener. Comput. Syst. 78 (2018)
Yuanlu Xu, Lei Qin, Xiaobai Liu, Jianwen Xie, Song-Chun Zhu
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects. CVPR (2018)
Xiaobai Liu, Yuanlu Xu, Lei Zhu, Yadong Mu
A Stochastic Attribute Grammar for Robust Cross-View Human Tracking. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Xiaobai Liu, Qian Xu, Jingjie Yang, Jacob Thalman, Shuicheng Yan, Jiebo Luo
Learning Multi-Instance Deep Ranking and Regression Network for Visual House Appraisal. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jingkuan Song, Xiaofang Zhou
Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search. CoRR (2017)
Qian Xu, Xiaobai Liu
Visual Self-localization via Inferring View-to-Map Correspondences. VSCC@MM (2017)
Lei Qin, Yuanlu Xu, Xiaobai Liu, Song-Chun Zhu
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Human-Object Interactions. CoRR (2017)
Xiaobai Liu, Qi Chen, Lei Zhu, Yuanlu Xu, Liang Lin
Place-centric Visual Urban Perception with Deep Multi-instance Regression. ACM Multimedia (2017)
Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing. AAAI (2017)
Yadong Mu, Wei Liu, Xiaobai Liu, Wei Fan
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. IEEE Trans. Knowl. Data Eng. 29 (2) (2017)
Xiaobai Liu, Yadong Mu, Yu-Gang Jiang, Jiebo Luo
VSCC'2017: Visual Analysis for Smart and Connected Communities. ACM Multimedia (2017)
Haoshu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu
Learning Knowledge-guided Pose Grammar Machine for 3D Human Pose Estimation. CoRR (2017)
Chengcheng Yu, Xiaobai Liu, Song-Chun Zhu
Single-Image 3D Scene Parsing Using Geometric Commonsense. IJCAI (2017)
Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jiande Sun, Xiaofang Zhou
Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. IEEE Trans. Multim. 19 (9) (2017)
Ping Luo, Liang Lin, Xiaobai Liu
Learning Compositional Shape Models of Multiple Distance Metrics by Information Projection. IEEE Trans. Neural Networks Learn. Syst. 27 (7) (2016)
Yuanlu Xu, Xiaobai Liu, Yang Liu, Song-Chun Zhu
Multi-view People Tracking via Hierarchical Trajectory Composition. CVPR (2016)
Xiaobai Liu
V3I-STAL: Visual Vehicle-to-Vehicle Interaction via Simultaneous Tracking and Localization. ACM Multimedia (2016)
Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin
Geometric Scene Parsing with Hierarchical LSTM. CoRR (2016)
Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie
Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. IJCAI (2016)
Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin
Geometric Scene Parsing with Hierarchical LSTM. IJCAI (2016)
Chenglong Li, Hui Cheng, Shiyi Hu, Xiaobai Liu, Jin Tang, Liang Lin
Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking. IEEE Trans. Image Process. 25 (12) (2016)
Xiaobai Liu
Multi-View 3D Human Tracking in Crowded Scenes. AAAI (2016)
Xiaobai Liu, Yadong Mu, Liang Lin
A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction. IJCAI (2016)
Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu
Human Re-identification by Matching Compositional Template with Cluster Sampling. CoRR (2015)
Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu, Nam-Gyu Cho, Seong-Whan Lee, Sanja Fidler, Raquel Urtasun, Alan L. Yuille
The Role of Context for Object Detection and Semantic Segmentation in the Wild. CVPR (2014)
Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu, Sanja Fidler, Raquel Urtasun, Alan L. Yuille
Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts. CVPR (2014)
Xiaobai Liu, Qian Xu, Jiayi Ma, Hai Jin, Yanduo Zhang
MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation. IEEE Trans. Image Process. 23 (5) (2014)
Xiaobai Liu, Yibiao Zhao, Song-Chun Zhu
Single-View 3D Scene Parsing by Attributed Grammar. CVPR (2014)
Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu, Sanja Fidler, Raquel Urtasun, Alan L. Yuille
Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts. CoRR (2014)
Xiaobai Liu, Qian Xu, Shuicheng Yan, Gang Wang, Hai Jin, Seong-Whan Lee
Nonnegative Tensor Cofactorization and Its Unified Solution. IEEE Trans. Image Process. 23 (9) (2014)
Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu
Human Re-identification by Matching Compositional Template with Cluster Sampling. ICCV (2013)
Xiaobai Liu, Liang Lin, Alan L. Yuille
Robust Region Grouping via Internal Patch Statistics. CVPR (2013)
Liang Lin, Xiaobai Liu, Shaowu Peng, Hongyang Chao, Yongtian Wang, Bo Jiang
Object categorization with sketch representation and generalized samples. Pattern Recognit. 45 (10) (2012)
Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Seng Chua, Hai Jin
Label-to-region with continuity-biased bi-layer sparsity priors. ACM Trans. Multim. Comput. Commun. Appl. 8 (4) (2012)
Xiao-Tong Yuan, Xiaobai Liu, Shuicheng Yan
Visual Classification With Multitask Joint Sparse Representation. IEEE Trans. Image Process. 21 (10) (2012)
Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin
Image label completion by pursuing contextual decomposability. ACM Trans. Multim. Comput. Commun. Appl. 8 (2) (2012)
Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbin Jiang
Adaptive Object Tracking by Learning Hybrid Template Online. IEEE Trans. Circuits Syst. Video Technol. 21 (11) (2011)
Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin
Segment an image by looking into an image corpus. CVPR (2011)
Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin
Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. ICCV (2011)
Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbing Tao
Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance. IEEE Trans. Circuits Syst. Video Technol. 21 (4) (2011)
Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, ZhongYang Huang, Hai Jin
Nonparametric Label-to-Region by search. CVPR (2010)
Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin
Multi-View Object Detection by Classifier Interpolation. ICASSP (2010)
Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Hai Jin
Image segmentation with patch-pair density priors. ACM Multimedia (2010)
Xiaobai Liu, Shuicheng Yan, Hai Jin
Projective Nonnegative Graph Embedding. IEEE Trans. Image Process. 19 (5) (2010)
Liang Lin, Xiaobai Liu, Song Chun Zhu
Layered Graph Matching with Composite Cluster Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 32 (8) (2010)
Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin
Unified Solution to Nonnegative Data Factorization Problems. ICDM (2009)
Xiaobai Liu, Liang Lin, Song Chun Zhu, Hai Jin
Trajectory parsing by cluster sampling in spatio-temporal graph. CVPR (2009)
Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin
Label to region by bi-layer sparsity priors. ACM Multimedia (2009)
Xiaoying Sha, Xiaobai Liu, Jianting Wen
Foreground classification using active template in the scene context for visual surveillance. SAC (2009)
Liang Lin, Kun Zeng, Xiaobai Liu, Song Chun Zhu
Layered graph matching by composite cluster sampling with collaborative and competitive interactions. CVPR (2009)
Jian'an Xu, Xiaobai Liu, Dinghui Chu, Lining Sun, Mingjun Zhang
Analysis and experiment research of the turtle forelimb's hydrofoil propulsion method. ROBIO (2009)
Xiaobai Liu, Liang Lin, Hongwei Li, Hai Jin, Wenbing Tao
Layered shape matching and registration: Stochastic sampling with hierarchical graph representation. ICPR (2008)
Hongwei Li, Liang Lin, Tianfu Wu, Xiaobai Liu, Lanfang Dong
Object-of-interest extraction by integrating stochastic inference with learnt active shape sketch. ICPR (2008)
Mingjun Zhang, Xiaobai Liu, Dinghui Chu, Shaobo Guo
The Principle of Turtle Motion and Bio-Mechanism of Its Four Limbs Research. PACIIA (2) (2008)