Guobao Xiao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 90

Top Topics

Latent Semantic

Expression Recognition

Top Venues

Pattern Recognit.

IEEE Trans. Image Process.

Publications

Shunxing Chen, Guobao Xiao, Ziwei Shi, Junwen Guo, Jiayi Ma
SSL-Net: Sparse semantic learning for identifying reliable correspondences. Pattern Recognit. 146 (2024)
Xin Liu, Shunxing Chen, Guobao Xiao, Changcai Yang, Riqing Chen
Progressive correspondence learning by effective multi-channel aggregation. Neurocomputing 578 (2024)
Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao
Latent Semantic Consensus for Deterministic Geometric Model Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Xiangyang Miao, Guobao Xiao, Shiping Wang, Jun Yu
BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning. AAAI (2024)
Tangfei Liao, Xiaoqin Zhang, Guobao Xiao, Min Li, Tao Wang, Mang Ye
CorrMAE: Pre-training Correspondence Transformers with Masked Autoencoder. CoRR (2024)
Hanlin Guo, Guobao Xiao, Lumei Su, Jiaxing Zhou, Da-Han Wang
Local neighbor propagation on graphs for mismatch removal. Inf. Sci. 653 (2024)
Zhenni Yu, Li Zhao, Tangfei Liao, Xiaoqin Zhang, Geng Chen, Guobao Xiao
A novel non-pretrained deep supervision network for polyp segmentation. Pattern Recognit. 154 (2024)
Zhiqiang Ruan, Jie Wan, Guobao Xiao, Zhimin Tang, Jiayi Ma
Semantic attention-based heterogeneous feature aggregation network for image fusion. Pattern Recognit. 155 (2024)
Junwen Guo, Guobao Xiao, Shiping Wang, Jun Yu
Graph Context Transformation Learning for Progressive Correspondence Pruning. AAAI (2024)
Zhepeng Gong, Guobao Xiao, Ziwei Shi, Shiping Wang, Riqing Chen
PT-Net: Pyramid Transformer Network for Feature Matching Learning. IEEE Trans. Instrum. Meas. 73 (2024)
Geng Chen, Huazhu Fu, Tao Zhou, Guobao Xiao, Keren Fu, Yong Xia, Yanning Zhang
Fusion-Embedding Siamese Network for Light Field Salient Object Detection. IEEE Trans. Multim. 26 (2024)
Shuyuan Lin, Xiao Chen, Guobao Xiao, Hanzi Wang, Feiran Huang, Jian Weng
Multi-Stage Network With Geometric Semantic Attention for Two-View Correspondence Learning. IEEE Trans. Image Process. 33 (2024)
Zhenni Yu, Xiaoqin Zhang, Li Zhao, Yi Bin, Guobao Xiao
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection. CoRR (2024)
Tangfei Liao, Xiaoqin Zhang, Li Zhao, Tao Wang, Guobao Xiao
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning. AAAI (2024)
Xiangyang Miao, Guobao Xiao, Shiping Wang, Jun Yu
BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning. CoRR (2024)
Xiaoqin Zhang, Min Li, Sheng Lin, Hang Xu, Guobao Xiao
Transformer-Based Multimodal Emotional Perception for Dynamic Facial Expression Recognition in the Wild. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Guobao Xiao, Zhimin Tang, Hanlin Guo, Jun Yu, Heng Tao Shen
FAFusion: Learning for Infrared and Visible Image Fusion via Frequency Awareness. IEEE Trans. Instrum. Meas. 73 (2024)
Min Li, Xiaoqin Zhang, Chenxiang Fan, Tangfei Liao, Guobao Xiao
Dual-STI: Dual-path spatial-temporal interaction learning for dynamic facial expression recognition. Inf. Sci. 678 (2024)
Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao
Latent Semantic Consensus For Deterministic Geometric Model Fitting. CoRR (2024)
Xin Liu, Guobao Xiao, Riqing Chen, Jiayi Ma
PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning. IEEE Trans. Image Process. 32 (2023)
Tangfei Liao, Xiaoqin Zhang, Li Zhao, Tao Wang, Guobao Xiao
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning. CoRR (2023)
Tangfei Liao, Xiaoqin Zhang, Yuewang Xu, Ziwei Shi, Guobao Xiao
SGA-Net: A Sparse Graph Attention Network for Two-View Correspondence Learning. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Junwen Guo, Guobao Xiao, Zhimin Tang, Shunxing Chen, Shiping Wang, Jiayi Ma
Learning for Feature Matching via Graph Context Attention. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhaoliang Chen, Jie Yao, Guobao Xiao, Shiping Wang
Efficient and Differentiable Low-Rank Matrix Completion With Back Propagation. IEEE Trans. Multim. 25 (2023)
Jiayi Ma, Yang Wang, Aoxiang Fan, Guobao Xiao, Riqing Chen
Correspondence Attention Transformer: A Context-Sensitive Network for Two-View Correspondence Learning. IEEE Trans. Multim. 25 (2023)
Shiping Wang, Yunhe Zhang, Xincan Lin, Lichao Su, Guobao Xiao, William Zhu, Yiqing Shi
Learning matrix factorization with scalable distance metric and regularizer. Neural Networks 161 (2023)
Ziwei Shi, Guobao Xiao, Linxin Zheng, Jiayi Ma, Riqing Chen
JRA-Net: Joint representation attention network for correspondence learning. Pattern Recognit. 135 (2023)
Junwen Guo, Guobao Xiao, Shiping Wang, Jun Yu
Graph Context Transformation Learning for Progressive Correspondence Pruning. CoRR (2023)
Zizhuo Li, Jiayi Ma, Guobao Xiao
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting. IEEE Trans. Image Process. 32 (2023)
Zhimin Tang, Guobao Xiao, Junwen Guo, Shiping Wang, Jiayi Ma
Dual-Attention-Based Feature Aggregation Network for Infrared and Visible Image Fusion. IEEE Trans. Instrum. Meas. 72 (2023)
Wei Zheng, Ziwei Shi, Guobao Xiao, Jiayi Ma
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Linxin Zheng, Guobao Xiao, Ziwei Shi, Shiping Wang, Jiayi Ma
MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network. IEEE Trans. Image Process. 31 (2022)
Shiping Wang, Xincan Lin, Zihan Fang, Shide Du, Guobao Xiao
Contrastive Consensus Graph Learning for Multi-View Clustering. IEEE CAA J. Autom. Sinica 9 (11) (2022)
Guorong Lin, Xin Liu, Fangfang Lin, Guobao Xiao, Jiayi Ma
RANet: A relation-aware network for two-view correspondence learning. Neurocomputing 488 (2022)
Shuyuan Lin, Hailing Luo, Yan Yan, Guobao Xiao, Hanzi Wang
Co-Clustering on Bipartite Graphs for Robust Model Fitting. IEEE Trans. Image Process. 31 (2022)
Rongjun Chen, Xuanhui Yan, Shiping Wang, Guobao Xiao
DA-Net: Dual-attention network for multivariate time series classification. Inf. Sci. 610 (2022)
Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan, Kai Zhao, Geng Chen, Huazhu Fu, Luc Van Gool
Video Polyp Segmentation: A Deep Learning Perspective. CoRR (2022)
Zhen Zhong, Guobao Xiao, Shiping Wang, Leyi Wei, Xiaoqin Zhang
PESA-Net: Permutation-Equivariant Split Attention Network for correspondence learning. Inf. Fusion 77 (2022)
Hanlin Guo, Yang Lu, Guobao Xiao, Shuyuan Lin, Hanzi Wang
Triplet Relationship Guided Sampling Consensus for Robust Model Estimation. IEEE Signal Process. Lett. 29 (2022)
Guobao Xiao, Huan Luo, Kun Zeng, Leyi Wei, Jiayi Ma
Robust Feature Matching for Remote Sensing Image Registration via Guided Hyperplane Fitting. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yi Lin, Jichun Wu, Guobao Xiao, Junwen Guo, Geng Chen, Jiayi Ma
BSCA-Net: Bit Slicing Context Attention network for polyp segmentation. Pattern Recognit. 132 (2022)
Hanlin Guo, Yang Lu, Haosheng Chen, Hailing Luo, Guobao Xiao, Haifang Zhang, Hanzi Wang
Motion Consistency Guided Robust Geometric Model Fitting With Severe Outliers. IEEE Trans. Ind. Electron. 69 (4) (2022)
Ran Su, Yixuan Huang, De-gan Zhang, Guobao Xiao, Leyi Wei
SRDFM: Siamese Response Deep Factorization Machine to improve anti-cancer drug recommendation. Briefings Bioinform. 23 (2) (2022)
Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan, Kai Zhao, Geng Chen, Luc Van Gool
Video Polyp Segmentation: A Deep Learning Perspective. Int. J. Autom. Comput. 19 (6) (2022)
Jiayi Ma, Aoxiang Fan, Xingyu Jiang, Guobao Xiao
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model. Int. J. Comput. Vis. 130 (9) (2022)
Shunxing Chen, Linxin Zheng, Guobao Xiao, Zhen Zhong, Jiayi Ma
CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network. Pattern Recognit. 126 (2022)
Xin Liu, Guobao Xiao, Luanyuan Dai, Kun Zeng, Changcai Yang, Riqing Chen
SCSA-Net: Presentation of two-view reliable correspondence learning via spatial-channel self-attention. Neurocomputing 431 (2021)
Xingyu Jiang, Jiayi Ma, Guobao Xiao, Zhenfeng Shao, Xiaojie Guo
A review of multimodal image matching: Methods and applications. Inf. Fusion 73 (2021)
Zhen Zhong, Guobao Xiao, Kun Zeng, Shiping Wang
TSSN-Net: Two-step Sparse Switchable Normalization for learning correspondences with heavy outliers. Neurocomputing 452 (2021)
Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma
T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning. ICCV (2021)
Yukai Chen, Linxin Zheng, Xin Liu, Guobao Xiao
MANet: Multi-Scale Attention Network for Correspondence Learning. IEEE Signal Process. Lett. 28 (2021)
Guobao Xiao, Hanzi Wang, Jiayi Ma, David Suter
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting. Int. J. Comput. Vis. 129 (7) (2021)
Shiping Wang, Zhewen Wang, Kart-Leong Lim, Guobao Xiao, Wenzhong Guo
Seeded random walk for multi-view semi-supervised classification. Knowl. Based Syst. 222 (2021)
Xin Liu, Guobao Xiao, Zuoyong Li, Riqing Chen
Point2CN: Progressive two-view correspondence learning via information fusion. Signal Process. 189 (2021)
Jiayi Ma, Linfeng Tang, Meilong Xu, Hao Zhang, Guobao Xiao
STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection. IEEE Trans. Instrum. Meas. 70 (2021)
Yingying Yu, Wenjia He, Junru Jin, Guobao Xiao, Lizhen Cui, Rao Zeng, Leyi Wei
iDNA-ABT: advanced deep learning model for detecting DNA methylation with adaptive features and transductive information maximization. Bioinform. 37 (24) (2021)
Shuyuan Lin, Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang
Hierarchical Representation Via Message Propagation for Robust Model Fitting. IEEE Trans. Ind. Electron. 68 (9) (2021)
Guobao Xiao, Shiping Wang, Han Wang, Jiayi Ma
Mining consistent correspondences using co-occurrence statistics. Pattern Recognit. 119 (2021)
Shuyuan Lin, Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang
Hierarchical Representation via Message Propagation for Robust Model Fitting. CoRR (2020)
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang
Hypergraph Optimization for Multi-structural Geometric Model Fitting. CoRR (2020)
Guobao Xiao, Xiong Zhou, Yan Yan, Hanzi Wang
A two-step hypergraph reduction based fitting method for unbalanced data. Pattern Recognit. Lett. 134 (2020)
Guobao Xiao, Jiayi Ma, Shiping Wang, Changwen Chen
Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization. IEEE Trans. Image Process. 29 (2020)
Chuansheng Wang, Zuoyong Li, Jiawei Wu, Haoyi Fan, Guobao Xiao, Hong Zhang
Deep Residual Haze Network for Image Dehazing and Deraining. IEEE Access 8 (2020)
Tao Wang, Xuming He, Yuanzheng Cai, Guobao Xiao
Learning a Layout Transfer Network for Context Aware Object Detection. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Ran Su, Xinyi Liu, Guobao Xiao, Leyi Wei
Meta-GDBP: a high-level stacked regression model to improve anticancer drug response prediction. Briefings Bioinform. 21 (3) (2020)
Jianhua Cai, Leyi Wei, Kun Zeng, Guobao Xiao
Identification and Prediction of Key Nucleotide Sites Using Machine Learning in Bioinformatics: A Brief Overview. ISPA/BDCloud/SocialCom/SustainCom (2019)
Zongliang Zhang, Jonathan Li, Yulan Guo, Xin Li, Yangbin Lin, Guobao Xiao, Cheng Wang
Robust procedural model fitting with a new geometric similarity estimator. Pattern Recognit. 85 (2019)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 41 (3) (2019)
Tao Wang, Xuming He, Yuanzheng Cai, Guobao Xiao
Learning a Layout Transfer Network for Context Aware Object Detection. CoRR (2019)
Guobao Xiao, Hanzi Wang, Yan Yan, Liming Zhang
Robust geometric model fitting based on iterative Hypergraph Construction and Partition. Neurocomputing 336 (2019)
Kun Zeng, Yu Yang, Guobao Xiao, Zhong Chen
A Very Deep Densely Connected Network for Compressed Sensing MRI. IEEE Access 7 (2019)
Guobao Xiao, Kun Zeng, Leyi Wei, Tao Wang, Taotao Lai
Discriminant Affinity Matrix for Deterministic Motion Trajectory Segmentation. IEEE Access 7 (2019)
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang
Hypergraph Optimization for Multi-Structural Geometric Model Fitting. AAAI (2019)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-Guided Two-View Deterministic Geometric Model Fitting. Int. J. Comput. Vis. 127 (4) (2019)
Hailing Luo, Guobao Xiao, Hanzi Wang
Simple Iterative Clustering on Graphs for Robust Model Fitting. VCIP (2018)
Guobao Xiao, Xing Wang, Hailing Luo, Jin Zheng, Bo Li, Yan Yan, Hanzi Wang
Conceptual space based model fitting for multi-structure data. Neurocomputing 315 (2018)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-guided Two-view Deterministic Geometric Model Fitting. CoRR (2018)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. CoRR (2018)
Taotao Lai, Hanzi Wang, Yan Yan, Guobao Xiao, David Suter
Efficient guided hypothesis generation for multi-structure epipolar geometry estimation. Comput. Vis. Image Underst. 154 (2017)
Xiong Zhou, Hanzi Wang, Guobao Xiao, Xing Wang, Yan Yan, Liming Zhang
Weighted median-shift on graphs for geometric model fitting. ICIP (2017)
Fan Xiao, Guobao Xiao, Xing Wang, Jin Zheng, Yan Yan, Hanzi Wang
A Hierarchical Voting Scheme for Robust Geometric Model Fitting. ICIG (1) (2017)
Xing Wang, Jin Zheng, Guobao Xiao, Bo Li, Yan Yan, Hanzi Wang
Conceptual space based gross outlier removal for geometric model fitting. ICARCV (2016)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. CoRR (2016)
Guobao Xiao, Hanzi Wang, Yan Yan, Liming Zhang
Mode seeking on graphs for geometric model fitting via preference analysis. Pattern Recognit. Lett. 83 (2016)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data. ECCV (6) (2016)
Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter
Hypergraph Modelling for Geometric Model Fitting. CoRR (2016)
Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang
Message Passing on the Two-Layer Network for Geometric Model Fitting. ACCV (1) (2016)
Taotao Lai, Hanzi Wang, Yan Yan, Da-Han Wang, Guobao Xiao
Rapid hypothesis generation by combining residual sorting with local constraints. Multim. Tools Appl. 75 (12) (2016)
Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter
Hypergraph modelling for geometric model fitting. Pattern Recognit. 60 (2016)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data. CoRR (2016)
Yuewei Na, Guobao Xiao, Hanzi Wang
An Outlier Removal Method by Statistically Analyzing Hypotheses for Geometric Model Fitting. ICIG (1) (2015)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. ICCV (2015)
Taotao Lai, Da-Han Wang, Guobao Xiao, Hanzi Wang
Combining preference analysis with local constraints for rapid hypothesis generation. ICARCV (2014)