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Guobao Xiao
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2020 – today
- 2024
- [j62]Xin Liu, Shunxing Chen, Guobao Xiao
, Changcai Yang, Riqing Chen:
Progressive correspondence learning by effective multi-channel aggregation. Neurocomputing 578: 127368 (2024) - [j61]Hanlin Guo
, Guobao Xiao
, Lumei Su, Jiaxing Zhou, Da-Han Wang:
Local neighbor propagation on graphs for mismatch removal. Inf. Sci. 653: 119749 (2024) - [j60]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: 120953 (2024) - [j59]Shunxing Chen, Guobao Xiao
, Ziwei Shi, Junwen Guo, Jiayi Ma:
SSL-Net: Sparse semantic learning for identifying reliable correspondences. Pattern Recognit. 146: 110039 (2024) - [j58]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: 110554 (2024) - [j57]Zhiqiang Ruan
, Jie Wan, Guobao Xiao
, Zhimin Tang, Jiayi Ma:
Semantic attention-based heterogeneous feature aggregation network for image fusion. Pattern Recognit. 155: 110728 (2024) - [j56]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): 3192-3203 (2024) - [j55]Zhepeng Gong
, Guobao Xiao
, Ziwei Shi
, Shiping Wang
, Riqing Chen:
PT-Net: Pyramid Transformer Network for Feature Matching Learning. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j54]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: 1-11 (2024) - [j53]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: 3031-3046 (2024) - [j52]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: 984-994 (2024) - [c15]Junwen Guo, Guobao Xiao, Shiping Wang, Jun Yu:
Graph Context Transformation Learning for Progressive Correspondence Pruning. AAAI 2024: 1968-1975 - [c14]Tangfei Liao, Xiaoqin Zhang, Li Zhao, Tao Wang, Guobao Xiao:
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning. AAAI 2024: 3369-3377 - [c13]Xiangyang Miao, Guobao Xiao, Shiping Wang, Jun Yu:
BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning. AAAI 2024: 4225-4232 - [i14]Xiangyang Miao, Guobao Xiao, Shiping Wang, Jun Yu:
BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning. CoRR abs/2401.03459 (2024) - [i13]Guobao Xiao, Jun Yu, Jiayi Ma, Deng-Ping Fan, Ling Shao:
Latent Semantic Consensus For Deterministic Geometric Model Fitting. CoRR abs/2403.06444 (2024) - [i12]Tangfei Liao, Xiaoqin Zhang, Guobao Xiao, Min Li, Tao Wang, Mang Ye:
CorrMAE: Pre-training Correspondence Transformers with Masked Autoencoder. CoRR abs/2406.05773 (2024) - 2023
- [j51]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: 254-266 (2023) - [j50]Ziwei Shi, Guobao Xiao
, Linxin Zheng, Jiayi Ma, Riqing Chen:
JRA-Net: Joint representation attention network for correspondence learning. Pattern Recognit. 135: 109180 (2023) - [j49]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): 7578-7590 (2023) - [j48]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: 1-14 (2023) - [j47]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: 1-13 (2023) - [j46]Xin Liu
, Guobao Xiao
, Riqing Chen
, Jiayi Ma
:
PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning. IEEE Trans. Image Process. 32: 1367-1378 (2023) - [j45]Zizhuo Li
, Jiayi Ma
, Guobao Xiao
:
Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting. IEEE Trans. Image Process. 32: 5408-5422 (2023) - [j44]Zhaoliang Chen
, Jie Yao, Guobao Xiao
, Shiping Wang
:
Efficient and Differentiable Low-Rank Matrix Completion With Back Propagation. IEEE Trans. Multim. 25: 228-242 (2023) - [j43]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: 3509-3524 (2023) - [e1]Han Wang
, Wei Lin
, Manoranjan Paul
, Guobao Xiao
, Kap Luk Chan, Xiaonan Wang
, Guiju Ping, Haoge Jiang:
Image and Video Technology - 10th Pacific-Rim Symposium, PSIVT 2022, Virtual Event, November 12-14, 2022, Proceedings. Lecture Notes in Computer Science 13763, Springer 2023, ISBN 978-3-031-26430-6 [contents] - [i11]Tangfei Liao, Xiaoqin Zhang, Li Zhao, Tao Wang, Guobao Xiao:
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning. CoRR abs/2312.08774 (2023) - [i10]Junwen Guo, Guobao Xiao, Shiping Wang, Jun Yu:
Graph Context Transformation Learning for Progressive Correspondence Pruning. CoRR abs/2312.15971 (2023) - 2022
- [j42]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) - [j41]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): 2027-2030 (2022) - [j40]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): 531-549 (2022) - [j39]Jiayi Ma
, Aoxiang Fan, Xingyu Jiang, Guobao Xiao:
Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model. Int. J. Comput. Vis. 130(9): 2249-2264 (2022) - [j38]Guorong Lin, Xin Liu, Fangfang Lin, Guobao Xiao, Jiayi Ma:
RANet: A relation-aware network for two-view correspondence learning. Neurocomputing 488: 547-556 (2022) - [j37]Zhen Zhong, Guobao Xiao
, Shiping Wang, Leyi Wei
, Xiaoqin Zhang:
PESA-Net: Permutation-Equivariant Split Attention Network for correspondence learning. Inf. Fusion 77: 81-89 (2022) - [j36]Rongjun Chen, Xuanhui Yan, Shiping Wang, Guobao Xiao:
DA-Net: Dual-attention network for multivariate time series classification. Inf. Sci. 610: 472-487 (2022) - [j35]Wei Zheng, Ziwei Shi, Guobao Xiao
, Jiayi Ma
:
Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j34]Shunxing Chen, Linxin Zheng, Guobao Xiao, Zhen Zhong, Jiayi Ma:
CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network. Pattern Recognit. 126: 108539 (2022) - [j33]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: 108917 (2022) - [j32]Hanlin Guo
, Yang Lu
, Guobao Xiao
, Shuyuan Lin
, Hanzi Wang
:
Triplet Relationship Guided Sampling Consensus for Robust Model Estimation. IEEE Signal Process. Lett. 29: 817-821 (2022) - [j31]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: 1-14 (2022) - [j30]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): 4065-4075 (2022) - [j29]Linxin Zheng, Guobao Xiao
, Ziwei Shi, Shiping Wang
, Jiayi Ma
:
MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network. IEEE Trans. Image Process. 31: 4598-4608 (2022) - [j28]Shuyuan Lin
, Hailing Luo
, Yan Yan
, Guobao Xiao
, Hanzi Wang
:
Co-Clustering on Bipartite Graphs for Robust Model Fitting. IEEE Trans. Image Process. 31: 6605-6620 (2022) - [i9]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 abs/2203.14291 (2022) - 2021
- [j27]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): 4603-4610 (2021) - [j26]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): 2034-2056 (2021) - [j25]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: 137-147 (2021) - [j24]Zhen Zhong, Guobao Xiao, Kun Zeng, Shiping Wang:
TSSN-Net: Two-step Sparse Switchable Normalization for learning correspondences with heavy outliers. Neurocomputing 452: 159-168 (2021) - [j23]Xingyu Jiang
, Jiayi Ma, Guobao Xiao, Zhenfeng Shao, Xiaojie Guo:
A review of multimodal image matching: Methods and applications. Inf. Fusion 73: 22-71 (2021) - [j22]Shiping Wang
, Zhewen Wang
, Kart-Leong Lim, Guobao Xiao, Wenzhong Guo:
Seeded random walk for multi-view semi-supervised classification. Knowl. Based Syst. 222: 107016 (2021) - [j21]Guobao Xiao
, Shiping Wang, Han Wang
, Jiayi Ma:
Mining consistent correspondences using co-occurrence statistics. Pattern Recognit. 119: 108062 (2021) - [j20]Xin Liu, Guobao Xiao, Zuoyong Li, Riqing Chen:
Point2CN: Progressive two-view correspondence learning via information fusion. Signal Process. 189: 108304 (2021) - [j19]Yukai Chen, Linxin Zheng, Xin Liu, Guobao Xiao
:
MANet: Multi-Scale Attention Network for Correspondence Learning. IEEE Signal Process. Lett. 28: 1978-1982 (2021) - [j18]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): 8582-8592 (2021) - [j17]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: 1-13 (2021) - [c12]Zhen Zhong, Guobao Xiao, Linxin Zheng, Yan Lu, Jiayi Ma:
T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning. ICCV 2021: 1930-1939 - 2020
- [j16]Chuansheng Wang
, Zuoyong Li
, Jiawei Wu
, Haoyi Fan
, Guobao Xiao
, Hong Zhang
:
Deep Residual Haze Network for Image Dehazing and Deraining. IEEE Access 8: 9488-9500 (2020) - [j15]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): 996-1005 (2020) - [j14]Guobao Xiao
, Xiong Zhou, Yan Yan
, Hanzi Wang:
A two-step hypergraph reduction based fitting method for unbalanced data. Pattern Recognit. Lett. 134: 106-115 (2020) - [j13]Guobao Xiao
, Jiayi Ma
, Shiping Wang
, Changwen Chen
:
Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization. IEEE Trans. Image Process. 29: 8988-9001 (2020) - [j12]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): 4209-4224 (2020) - [i8]Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang:
Hypergraph Optimization for Multi-structural Geometric Model Fitting. CoRR abs/2002.05350 (2020) - [i7]Shuyuan Lin, Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang:
Hierarchical Representation via Message Propagation for Robust Model Fitting. CoRR abs/2012.14597 (2020)
2010 – 2019
- 2019
- [j11]Guobao Xiao
, Kun Zeng, Leyi Wei
, Tao Wang, Taotao Lai:
Discriminant Affinity Matrix for Deterministic Motion Trajectory Segmentation. IEEE Access 7: 57200-57209 (2019) - [j10]Kun Zeng
, Yu Yang
, Guobao Xiao, Zhong Chen:
A Very Deep Densely Connected Network for Compressed Sensing MRI. IEEE Access 7: 85430-85439 (2019) - [j9]Guobao Xiao, Hanzi Wang
, Yan Yan, David Suter
:
Superpixel-Guided Two-View Deterministic Geometric Model Fitting. Int. J. Comput. Vis. 127(4): 323-339 (2019) - [j8]Guobao Xiao, Hanzi Wang, Yan Yan
, Liming Zhang
:
Robust geometric model fitting based on iterative Hypergraph Construction and Partition. Neurocomputing 336: 56-66 (2019) - [j7]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): 697-711 (2019) - [j6]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: 120-131 (2019) - [c11]Shuyuan Lin
, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang:
Hypergraph Optimization for Multi-Structural Geometric Model Fitting. AAAI 2019: 8730-8737 - [c10]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: 1194-1200 - [i6]Tao Wang, Xuming He, Yuanzheng Cai, Guobao Xiao:
Learning a Layout Transfer Network for Context Aware Object Detection. CoRR abs/1912.03865 (2019) - 2018
- [j5]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: 115-127 (2018) - [c9]Hailing Luo, Guobao Xiao, Hanzi Wang:
Simple Iterative Clustering on Graphs for Robust Model Fitting. VCIP 2018: 1-4 - [i5]Hanzi Wang, Guobao Xiao, Yan Yan, David Suter:
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. CoRR abs/1802.01129 (2018) - [i4]Guobao Xiao, Hanzi Wang, Yan Yan, David Suter:
Superpixel-guided Two-view Deterministic Geometric Model Fitting. CoRR abs/1805.01158 (2018) - 2017
- [j4]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: 152-165 (2017) - [c8]Fan Xiao, Guobao Xiao, Xing Wang, Jin Zheng, Yan Yan, Hanzi Wang:
A Hierarchical Voting Scheme for Robust Geometric Model Fitting. ICIG (1) 2017: 11-22 - [c7]Xiong Zhou, Hanzi Wang, Guobao Xiao, Xing Wang, Yan Yan, Liming Zhang
:
Weighted median-shift on graphs for geometric model fitting. ICIP 2017: 555-559 - 2016
- [j3]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): 7445-7464 (2016) - [j2]Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter
:
Hypergraph modelling for geometric model fitting. Pattern Recognit. 60: 748-760 (2016) - [j1]Guobao Xiao, Hanzi Wang, Yan Yan, Liming Zhang
:
Mode seeking on graphs for geometric model fitting via preference analysis. Pattern Recognit. Lett. 83: 294-302 (2016) - [c6]Xing Wang, Guobao Xiao, Yan Yan, Hanzi Wang:
Message Passing on the Two-Layer Network for Geometric Model Fitting. ACCV (1) 2016: 54-69 - [c5]Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
:
Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data. ECCV (6) 2016: 517-533 - [c4]Xing Wang, Jin Zheng, Guobao Xiao, Bo Li, Yan Yan, Hanzi Wang:
Conceptual space based gross outlier removal for geometric model fitting. ICARCV 2016: 1-6 - [i3]Hanzi Wang, Guobao Xiao, Yan Yan, David Suter:
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. CoRR abs/1603.07807 (2016) - [i2]Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter:
Hypergraph Modelling for Geometric Model Fitting. CoRR abs/1607.02829 (2016) - [i1]Guobao Xiao, Hanzi Wang, Yan Yan, David Suter:
Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data. CoRR abs/1607.05839 (2016) - 2015
- [c3]Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
:
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. ICCV 2015: 2902-2910 - [c2]Yuewei Na, Guobao Xiao, Hanzi Wang:
An Outlier Removal Method by Statistically Analyzing Hypotheses for Geometric Model Fitting. ICIG (1) 2015: 579-588 - 2014
- [c1]Taotao Lai, Da-Han Wang, Guobao Xiao, Hanzi Wang:
Combining preference analysis with local constraints for rapid hypothesis generation. ICARCV 2014: 1057-1061
Coauthor Index
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