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Xiaobai Liu
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2020 – today
- 2024
- [j30]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): 80:1-80:21 (2024) - 2023
- [j29]Hua Bao
, Ping Shu
, Hongchao Zhang, Xiaobai Liu:
Siamese-Based Twin Attention Network for Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 33(2): 847-860 (2023) - [j28]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: 9302-9314 (2023) - [i12]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 abs/2304.02714 (2023) - [i11]Pu Li, Xiaobai Liu:
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video. CoRR abs/2304.02715 (2023) - 2022
- [j27]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): 1725-1737 (2022) - [j26]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): 6327-6344 (2022) - 2021
- [j25]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): 3608 (2021) - [c36]Pu Li, Xiaobai Liu, Xiaohui Xie:
Learning Sample-Specific Policies for Sequential Image Augmentation. ACM Multimedia 2021: 4491-4500 - 2020
- [j24]Yudong Han, Lei Zhu
, Zhiyong Cheng
, Jingjing Li
, Xiaobai Liu
:
Discrete Optimal Graph Clustering. IEEE Trans. Cybern. 50(4): 1697-1710 (2020) - [j23]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): 2500-2509 (2020) - [c35]Pu Li, Xiaobai Liu:
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video. ICPR 2020: 10584-10591 - [c34]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: 1-10 - [i10]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 abs/2005.08894 (2020) - [i9]Hongjun Wang, Guanbin Li, Xiaobai Liu, Liang Lin:
A Hamiltonian Monte Carlo Method for Probabilistic Adversarial Attack and Learning. CoRR abs/2010.07849 (2020)
2010 – 2019
- 2019
- [j22]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): 2431-2441 (2019) - [j21]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): 1022-1034 (2019) - [i8]Yudong Han, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiaobai Liu:
Discrete Optimal Graph Clustering. CoRR abs/1904.11266 (2019) - 2018
- [j20]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: 316-329 (2018) - [j19]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): 710-725 (2018) - [j18]Kunqian Li, Wenbing Tao, Xiaobai Liu, Liman Liu:
Iterative image segmentation with feature driven heuristic four-color labeling. Pattern Recognit. 76: 69-79 (2018) - [j17]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): 2884-2895 (2018) - [j16]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): 66:1-66:21 (2018) - [j15]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): 1496-1506 (2018) - [c33]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: 6821-6828 - [c32]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: 2178-2187 - [c31]Xiaobai Liu, Donovan Lo, Chau Thuan:
Unsupervised Learning based Jump-Diffusion Process for Object Tracking in Video Surveillance. IJCAI 2018: 5060-5066 - [i7]Tianshui Chen, Riquan Chen, Lin Nie, Xiaonan Luo, Xiaobai Liu, Liang Lin:
Neural Task Planning with And-Or Graph Representations. CoRR abs/1808.09284 (2018) - 2017
- [j14]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): 458-471 (2017) - [j13]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): 2066-2079 (2017) - [c30]Yuanlu Xu, Xiaobai Liu, Lei Qin, Song-Chun Zhu:
Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing. AAAI 2017: 4299-4305 - [c29]Chengcheng Yu, Xiaobai Liu, Song-Chun Zhu:
Single-Image 3D Scene Parsing Using Geometric Commonsense. IJCAI 2017: 4655-4661 - [c28]Xiaobai Liu, Qi Chen, Lei Zhu, Yuanlu Xu
, Liang Lin:
Place-centric Visual Urban Perception with Deep Multi-instance Regression. ACM Multimedia 2017: 19-27 - [c27]Qian Xu, Xiaobai Liu:
Visual Self-localization via Inferring View-to-Map Correspondences. VSCC@MM 2017: 33-39 - [c26]Xiaobai Liu, Yadong Mu, Yu-Gang Jiang, Jiebo Luo
:
VSCC'2017: Visual Analysis for Smart and Connected Communities. ACM Multimedia 2017: 1976-1977 - [e1]Xiaobai Liu, Yadong Mu, Yu-Gang Jiang, Jiebo Luo:
Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities, VSCC@MM 2017, Mountain View, CA, USA, October 23, 2017. ACM 2017, ISBN 978-1-4503-5506-3 [contents] - [i6]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 abs/1707.04047 (2017) - [i5]Lei Qin, Yuanlu Xu, Xiaobai Liu, Song-Chun Zhu:
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Human-Object Interactions. CoRR abs/1709.05437 (2017) - [i4]Haoshu Fang, Yuanlu Xu
, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu:
Learning Knowledge-guided Pose Grammar Machine for 3D Human Pose Estimation. CoRR abs/1710.06513 (2017) - 2016
- [j12]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): 5743-5756 (2016) - [j11]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): 1417-1428 (2016) - [c25]Xiaobai Liu:
Multi-View 3D Human Tracking in Crowded Scenes. AAAI 2016: 3553-3559 - [c24]Yuanlu Xu
, Xiaobai Liu, Yang Liu, Song-Chun Zhu:
Multi-view People Tracking via Hierarchical Trajectory Composition. CVPR 2016: 4256-4265 - [c23]Xiaobai Liu, Yadong Mu, Liang Lin:
A Stochastic Image Grammar for Fine-Grained 3D Scene Reconstruction. IJCAI 2016: 3425-3431 - [c22]Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin:
Geometric Scene Parsing with Hierarchical LSTM. IJCAI 2016: 3439-3445 - [c21]Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie:
Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. IJCAI 2016: 3959-3967 - [c20]Xiaobai Liu:
V3I-STAL: Visual Vehicle-to-Vehicle Interaction via Simultaneous Tracking and Localization. ACM Multimedia 2016: 1117-1126 - [i3]Zhanglin Peng, Ruimao Zhang, Xiaodan Liang, Xiaobai Liu, Liang Lin:
Geometric Scene Parsing with Hierarchical LSTM. CoRR abs/1604.01931 (2016) - 2015
- [i2]Yuanlu Xu, Liang Lin, Wei-Shi Zheng, Xiaobai Liu:
Human Re-identification by Matching Compositional Template with Cluster Sampling. CoRR abs/1502.00256 (2015) - 2014
- [j10]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): 2159-2167 (2014) - [j9]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): 3950-3961 (2014) - [c19]Xiaobai Liu, Yibiao Zhao, Song-Chun Zhu:
Single-View 3D Scene Parsing by Attributed Grammar. CVPR 2014: 684-691 - [c18]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: 891-898 - [c17]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: 1979-1986 - [i1]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 abs/1406.2031 (2014) - 2013
- [c16]Xiaobai Liu, Liang Lin, Alan L. Yuille
:
Robust Region Grouping via Internal Patch Statistics. CVPR 2013: 1931-1938 - [c15]Yuanlu Xu
, Liang Lin, Wei-Shi Zheng, Xiaobai Liu:
Human Re-identification by Matching Compositional Template with Cluster Sampling. ICCV 2013: 3152-3159 - 2012
- [j8]Liang Lin, Xiaobai Liu, Shaowu Peng, Hongyang Chao, Yongtian Wang, Bo Jiang:
Object categorization with sketch representation and generalized samples. Pattern Recognit. 45(10): 3648-3660 (2012) - [j7]Xiao-Tong Yuan, Xiaobai Liu, Shuicheng Yan:
Visual Classification With Multitask Joint Sparse Representation. IEEE Trans. Image Process. 21(10): 4349-4360 (2012) - [j6]Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin:
Image label completion by pursuing contextual decomposability. ACM Trans. Multim. Comput. Commun. Appl. 8(2): 21:1-21:20 (2012) - [j5]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): 50:1-50:23 (2012) - 2011
- [j4]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): 393-407 (2011) - [j3]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): 1588-1599 (2011) - [c14]Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin:
Segment an image by looking into an image corpus. CVPR 2011: 2249-2256 - [c13]Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin:
Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. ICCV 2011: 1435-1442 - 2010
- [j2]Liang Lin, Xiaobai Liu, Song Chun Zhu:
Layered Graph Matching with Composite Cluster Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1426-1442 (2010) - [j1]Xiaobai Liu, Shuicheng Yan, Hai Jin:
Projective Nonnegative Graph Embedding. IEEE Trans. Image Process. 19(5): 1126-1137 (2010) - [c12]Xiaobai Liu, Shuicheng Yan, Jiebo Luo
, Jinhui Tang, ZhongYang Huang, Hai Jin:
Nonparametric Label-to-Region by search. CVPR 2010: 3320-3327 - [c11]Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin:
Multi-View Object Detection by Classifier Interpolation. ICASSP 2010: 826-829 - [c10]Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Hai Jin:
Image segmentation with patch-pair density priors. ACM Multimedia 2010: 113-122
2000 – 2009
- 2009
- [c9]Xiaobai Liu, Liang Lin, Song Chun Zhu, Hai Jin:
Trajectory parsing by cluster sampling in spatio-temporal graph. CVPR 2009: 739-746 - [c8]Liang Lin, Kun Zeng, Xiaobai Liu, Song Chun Zhu:
Layered graph matching by composite cluster sampling with collaborative and competitive interactions. CVPR 2009: 1351-1358 - [c7]Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin:
Unified Solution to Nonnegative Data Factorization Problems. ICDM 2009: 307-316 - [c6]Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin:
Label to region by bi-layer sparsity priors. ACM Multimedia 2009: 115-124 - [c5]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: 386-391 - [c4]Xiaoying Sha, Xiaobai Liu, Jianting Wen:
Foreground classification using active template in the scene context for visual surveillance. SAC 2009: 943-944 - 2008
- [c3]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: 1-4 - [c2]Xiaobai Liu, Liang Lin, Hongwei Li, Hai Jin, Wenbing Tao:
Layered shape matching and registration: Stochastic sampling with hierarchical graph representation. ICPR 2008: 1-4 - [c1]Mingjun Zhang, Xiaobai Liu, Dinghui Chu, Shaobo Guo:
The Principle of Turtle Motion and Bio-Mechanism of Its Four Limbs Research. PACIIA (2) 2008: 573-578
Coauthor Index
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