Xiaobai Liu

According to our database, Xiaobai Liu authored at least 69 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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., March, 2024

2023

Siamese-Based Twin Attention Network for Visual Tracking.

Hua Bao, Ping Shu, Hongchao Zhang, Xiaobai Liu

IEEE Trans. Circuits Syst. Video Technol., February, 2023

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

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

A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning.

Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2022

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

Learning Sample-Specific Policies for Sequential Image Augmentation.

Pu Li, Xiaobai Liu, Xiaohui Xie

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

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

Discrete Optimal Graph Clustering.

Yudong Han, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiaobai Liu

IEEE Trans. Cybern., 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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video.

Pu Li, Xiaobai Liu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach.

Xiaobai Liu, Qian Xu, Thuan Chau, Yadong Mu, Lei Zhu, Shuicheng Yan

IEEE Trans. Circuits Syst. Video Technol., 2019

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

IEEE Trans. Knowl. Data Eng., 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

A Stochastic Attribute Grammar for Robust Cross-View Human Tracking.

Xiaobai Liu, Yuanlu Xu, Lei Zhu, Yadong Mu

IEEE Trans. Circuits Syst. Video Technol., 2018

Iterative image segmentation with feature driven heuristic four-color labeling.

Kunqian Li, Wenbing Tao, Xiaobai Liu, Liman Liu

Pattern Recognit., 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

FIPIP: A novel fine-grained parallel partition based intra-frame prediction on heterogeneous many-core systems.

Wenbin Jiang, Min Long, Laurence T. Yang, Xiaobai Liu, Hai Jin, Alan L. Yuille, Ye Chi

Future Gener. Comput. Syst., 2018

Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance.

Xiaobai Liu, Donovan Lo, Chau Thuan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 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

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation.

Haoshu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search.

Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jiande Sun, Xiaofang Zhou

IEEE Trans. Multim., 2017

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization.

Yadong Mu, Wei Liu, Xiaobai Liu, Wei Fan

IEEE Trans. Knowl. Data Eng., 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

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

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search.

Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jingkuan Song, Xiaofang Zhou

CoRR, 2017

Visual Self-localization via Inferring View-to-Map Correspondences.

Qian Xu, Xiaobai Liu

Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities, 2017

VSCC'2017: Visual Analysis for Smart and Connected Communities.

Xiaobai Liu, Yadong Mu, Yu-Gang Jiang, Jiebo Luo

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Place-centric Visual Urban Perception with Deep Multi-instance Regression.

Xiaobai Liu, Qi Chen, Lei Zhu, Yuanlu Xu, Liang Lin

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Single-Image 3D Scene Parsing Using Geometric Commonsense.

Chengcheng Yu, Xiaobai Liu, Song-Chun Zhu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing.

Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning Compositional Shape Models of Multiple Distance Metrics by Information Projection.

Ping Luo, Liang Lin, Xiaobai Liu

IEEE Trans. Neural Networks Learn. Syst., 2016

Learning Collaborative Sparse Representation for Grayscale-Thermal Tracking.

Chenglong Li, Hui Cheng, Shiyi Hu, Xiaobai Liu, Jin Tang, Liang Lin

IEEE Trans. Image Process., 2016

V3I-STAL: Visual Vehicle-to-Vehicle Interaction via Simultaneous Tracking and Localization.

Xiaobai Liu

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search.

Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Geometric Scene Parsing with Hierarchical LSTM.

Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction.

Xiaobai Liu, Yadong Mu, Liang Lin

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Multi-view People Tracking via Hierarchical Trajectory Composition.

Yuanlu Xu, Xiaobai Liu, Yang Liu, Song-Chun Zhu

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multi-View 3D Human Tracking in Crowded Scenes.

Xiaobai Liu

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2014

Nonnegative Tensor Cofactorization and Its Unified Solution.

Xiaobai Liu, Qian Xu, Shuicheng Yan, Gang Wang, Hai Jin, Seong-Whan Lee

IEEE Trans. Image Process., 2014

MsLRR: A Unified Multiscale Low-Rank Representation for Image Segmentation.

Xiaobai Liu, Qian Xu, Jiayi Ma, Hai Jin, Yanduo Zhang

IEEE Trans. Image Process., 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

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Single-View 3D Scene Parsing by Attributed Grammar.

Xiaobai Liu, Yibiao Zhao, Song-Chun Zhu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

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

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Human Re-identification by Matching Compositional Template with Cluster Sampling.

Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu

Proceedings of the IEEE International Conference on Computer Vision, 2013

Robust Region Grouping via Internal Patch Statistics.

Xiaobai Liu, Liang Lin, Alan L. Yuille

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Label-to-region with continuity-biased bi-layer sparsity priors.

Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Seng Chua, Hai Jin

ACM Trans. Multim. Comput. Commun. Appl., 2012

Image label completion by pursuing contextual decomposability.

Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin

ACM Trans. Multim. Comput. Commun. Appl., 2012

Visual Classification With Multitask Joint Sparse Representation.

Xiao-Tong Yuan, Xiaobai Liu, Shuicheng Yan

IEEE Trans. Image Process., 2012

Object categorization with sketch representation and generalized samples.

Liang Lin, Xiaobai Liu, Shaowu Peng, Hongyang Chao, Yongtian Wang, Bo Jiang

Pattern Recognit., 2012

2011

Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance.

Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbing Tao

IEEE Trans. Circuits Syst. Video Technol., 2011

Adaptive Object Tracking by Learning Hybrid Template Online.

Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbin Jiang

IEEE Trans. Circuits Syst. Video Technol., 2011

Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization.

Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin

Proceedings of the IEEE International Conference on Computer Vision, 2011

Segment an image by looking into an image corpus.

Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Projective Nonnegative Graph Embedding.

Xiaobai Liu, Shuicheng Yan, Hai Jin

IEEE Trans. Image Process., 2010

Layered Graph Matching with Composite Cluster Sampling.

Liang Lin, Xiaobai Liu, Song Chun Zhu

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Image segmentation with patch-pair density priors.

Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Hai Jin

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Multi-View Object Detection by Classifier Interpolation.

Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin

Proceedings of the IEEE International Conference on Acoustics, 2010

Nonparametric Label-to-Region by search.

Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, ZhongYang Huang, Hai Jin

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Foreground classification using active template in the scene context for visual surveillance.

Xiaoying Sha, Xiaobai Liu, Jianting Wen

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Analysis and experiment research of the turtle forelimb's hydrofoil propulsion method.

Jian'an Xu, Xiaobai Liu, Dinghui Chu, Lining Sun, Mingjun Zhang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009

Label to region by bi-layer sparsity priors.

Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Unified Solution to Nonnegative Data Factorization Problems.

Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin

Proceedings of the ICDM 2009, 2009

Trajectory parsing by cluster sampling in spatio-temporal graph.

Xiaobai Liu, Liang Lin, Song Chun Zhu, Hai Jin

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Layered graph matching by composite cluster sampling with collaborative and competitive interactions.

Liang Lin, Kun Zeng, Xiaobai Liu, Song Chun Zhu

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

The Principle of Turtle Motion and Bio-Mechanism of Its Four Limbs Research.

Mingjun Zhang, Xiaobai Liu, Dinghui Chu, Shaobo Guo

Proceedings of the PACIIA 2008, 2008

Layered shape matching and registration: Stochastic sampling with hierarchical graph representation.

Xiaobai Liu, Liang Lin, Hongwei Li, Hai Jin, Wenbing Tao

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Object-of-interest extraction by integrating stochastic inference with learnt active shape sketch.

Hongwei Li, Liang Lin, Tianfu Wu, Xiaobai Liu, Lanfang Dong

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008