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  1. Employees

Språkvelger

Norsk

Guoxia Xu

Guoxia Xu

PhD Candidate
Department of Computer Science

guoxia.xu@ntnu.no
Ametyst-bygget, Gjøvik
Publications

Publications

  • Chronological
  • By category

2022

  • Deng, Lizhen; He, Chunming; Xu, Guoxia; Zhu, Hu; Wang, Hao. (2022) PcGAN: A Noise Robust Conditional Generative Adversarial Network for One Shot Learning. IEEE transactions on intelligent transportation systems (Print). volum 23 (12).
    Academic article
  • Deng, Lizhen; Song, Jie; Xu, Guoxia; Zhu, Hu. (2022) When Infrared Small Target Detection Meets Tensor Ring Decomposition: A Multiscale Morphological Framework. IEEE Transactions on Aerospace and Electronic Systems. volum 58 (4).
    Academic article
  • Deng, Lizhen; Xu, Dongyuan; Xu, Guoxia; Zhu, Hu. (2022) A Generalized Low-Rank Double-Tensor Nuclear Norm Completion Framework for Infrared Small Target Detection. IEEE Transactions on Aerospace and Electronic Systems. volum 58 (4).
    Academic article
  • Deng, Lizhen; Xu, Guoxia; Zhang, Jieke; Zhu, Hu. (2022) Entropy-Driven Morphological Top-Hat Transformation for Infrared Small Target Detection. IEEE Transactions on Aerospace and Electronic Systems. volum 58 (2).
    Academic article
  • Xu, Guoxia; Deng, Xiaoxue; Zhou, Xiaokang; Pedersen, Marius; Cimmino, Lucia; Wang, Hao. (2022) FCFusion: Fractal Componentwise Modeling With Group Sparsity for Medical Image Fusion. IEEE Transactions on Industrial Informatics. volum 18 (12).
    Academic article
  • Xu, Guoxia; Wang, Hao; Zhao, Meng; Pedersen, Marius; Zhu, Hu. (2022) Learning the Distribution-Based Temporal Knowledge With Low Rank Response Reasoning for UAV Visual Tracking. IEEE transactions on intelligent transportation systems (Print).
    Academic article
  • Yu, Yu-Feng; Chen, Long; Huang, Ke-Kun; Zhu, Hu; Xu, Guoxia. (2022) Kernel embedding transformation learning for graph matching. Pattern Recognition Letters. volum 163.
    Academic article
  • Yu, Yufeng; Chen, Long; He, Haoyang; Liu, Jianhui; Zhang, Weipeng; Xu, Guoxia. (2022) Second-Order Spatial-Temporal Correlation Filters for Visual Tracking. Mathematics. volum 10 (5).
    Academic article
  • Zhu, Hu; Wang, Xueqin; Xu, Guoxia; Deng, Lizhen. (2022) A Self-paced Learning based Transfer Model for Hypergraph Matching. Information Sciences. volum 590.
    Academic article

2021

  • Deng, Lizhen; Xu, Guoxia; Dai, Yanyu; Zhu, Hu. (2021) A Dual Stream Spectrum Deconvolution Neural Network. IEEE Transactions on Industrial Informatics. volum 18 (5).
    Academic article
  • Deng, Lizhen; Xu, Guoxia; Zhu, Hu; Bao, Bing-Kun. (2021) RoDeRain: Rotational Video Derain via Nonconvex and Nonsmooth Optimization. Mobile Networks and Applications. volum 26.
    Academic article
  • Deng, Lizhen; Zhang, Jieke; Xu, Guoxia; Zhu, Hu. (2021) Infrared small target detection via adaptive M-estimator ring top-hat transformation. Pattern Recognition. volum 112.
    Academic article
  • Long, Zhong-Zhen; Xu, Guoxia; Du, Jiao; Zhu, Hu; Yan, Taiyu; Yu, Yu-Feng. (2021) Flexible Subspace Clustering: A Joint Feature Selection and K-Means Clustering Framework. Big Data Research. volum 23.
    Academic article
  • Zhu, Hu; Peng, Hao; Xu, Guoxia; Deng, Lizhen; Cheng, Yueying; Song, Aiguo. (2021) Bilateral Weighted Regression Ranking Model with Spatial-Temporal Correlation Filter for Visual Tracking. IEEE transactions on multimedia. volum 24.
    Academic article

2020

  • Deng, Lizhen; Zhou, Zhetao; Xu, Guoxia; Zhu, Hu; Bao, Bing-Kun. (2020) TV2++: a novel spatial-temporal total variation for super resolution with exponential-type norm. EURASIP Journal on Wireless Communications and Networking. volum 2020 (1).
    Academic article
  • Wang, Xian-Liang; Du, Jiao; Xu, Guoxia; Passero, Ignazio; Wang, Hao; Yu, Yu-Feng. (2020) Kernelized dual regression incorporating local information for image set classification. Pattern Recognition Letters. volum 140.
    Academic article
  • Yu, Cong; Xu, Guoxia; Yu, Yu-Feng; Wang, Hao. (2020) Large margin multi-kernel tensor correlation filter for visual tracking. Proceedings of SPIE, the International Society for Optical Engineering. volum 11430.
    Academic article
  • Yu, Yu-Feng; Xu, Guoxia; Huang, Ke-Kun; Zhu, Hu; Chen, Long; Wang, Hao. (2020) Dual Calibration Mechanism based L2,p-Norm for Graph Matching. IEEE transactions on circuits and systems for video technology (Print).
    Academic article
  • Zhu, Hu; Ni, Haopeng; Liu, Shiming; Xu, Guoxia; Deng, Lizhen. (2020) TNLRS: Target-Aware Non-local Low-Rank Modeling with Saliency Filtering Regularization for Infrared Small Target Detection. IEEE Transactions on Image Processing. volum 29.
    Academic article
  • Zhu, Hu; Wang, Ze; Shi, Yu; Hua, Yingying; Xu, Guoxia; Deng, Lizhen. (2020) Multimodal Fusion Method Based on Self-Attention Mechanism. Wireless Communications & Mobile Computing.
    Academic article
  • Zhu, Hu; Zhang, Jieke; Xu, Guoxia; Deng, Lizhen. (2020) Tensor field Graph-Cut for Image Segmentation: A Non-convex Perspective. IEEE transactions on circuits and systems for video technology (Print). volum 31 (3).
    Academic article

Journal publications

  • Deng, Lizhen; He, Chunming; Xu, Guoxia; Zhu, Hu; Wang, Hao. (2022) PcGAN: A Noise Robust Conditional Generative Adversarial Network for One Shot Learning. IEEE transactions on intelligent transportation systems (Print). volum 23 (12).
    Academic article
  • Deng, Lizhen; Song, Jie; Xu, Guoxia; Zhu, Hu. (2022) When Infrared Small Target Detection Meets Tensor Ring Decomposition: A Multiscale Morphological Framework. IEEE Transactions on Aerospace and Electronic Systems. volum 58 (4).
    Academic article
  • Deng, Lizhen; Xu, Dongyuan; Xu, Guoxia; Zhu, Hu. (2022) A Generalized Low-Rank Double-Tensor Nuclear Norm Completion Framework for Infrared Small Target Detection. IEEE Transactions on Aerospace and Electronic Systems. volum 58 (4).
    Academic article
  • Deng, Lizhen; Xu, Guoxia; Zhang, Jieke; Zhu, Hu. (2022) Entropy-Driven Morphological Top-Hat Transformation for Infrared Small Target Detection. IEEE Transactions on Aerospace and Electronic Systems. volum 58 (2).
    Academic article
  • Xu, Guoxia; Deng, Xiaoxue; Zhou, Xiaokang; Pedersen, Marius; Cimmino, Lucia; Wang, Hao. (2022) FCFusion: Fractal Componentwise Modeling With Group Sparsity for Medical Image Fusion. IEEE Transactions on Industrial Informatics. volum 18 (12).
    Academic article
  • Xu, Guoxia; Wang, Hao; Zhao, Meng; Pedersen, Marius; Zhu, Hu. (2022) Learning the Distribution-Based Temporal Knowledge With Low Rank Response Reasoning for UAV Visual Tracking. IEEE transactions on intelligent transportation systems (Print).
    Academic article
  • Yu, Yu-Feng; Chen, Long; Huang, Ke-Kun; Zhu, Hu; Xu, Guoxia. (2022) Kernel embedding transformation learning for graph matching. Pattern Recognition Letters. volum 163.
    Academic article
  • Yu, Yufeng; Chen, Long; He, Haoyang; Liu, Jianhui; Zhang, Weipeng; Xu, Guoxia. (2022) Second-Order Spatial-Temporal Correlation Filters for Visual Tracking. Mathematics. volum 10 (5).
    Academic article
  • Zhu, Hu; Wang, Xueqin; Xu, Guoxia; Deng, Lizhen. (2022) A Self-paced Learning based Transfer Model for Hypergraph Matching. Information Sciences. volum 590.
    Academic article
  • Deng, Lizhen; Xu, Guoxia; Dai, Yanyu; Zhu, Hu. (2021) A Dual Stream Spectrum Deconvolution Neural Network. IEEE Transactions on Industrial Informatics. volum 18 (5).
    Academic article
  • Deng, Lizhen; Xu, Guoxia; Zhu, Hu; Bao, Bing-Kun. (2021) RoDeRain: Rotational Video Derain via Nonconvex and Nonsmooth Optimization. Mobile Networks and Applications. volum 26.
    Academic article
  • Deng, Lizhen; Zhang, Jieke; Xu, Guoxia; Zhu, Hu. (2021) Infrared small target detection via adaptive M-estimator ring top-hat transformation. Pattern Recognition. volum 112.
    Academic article
  • Long, Zhong-Zhen; Xu, Guoxia; Du, Jiao; Zhu, Hu; Yan, Taiyu; Yu, Yu-Feng. (2021) Flexible Subspace Clustering: A Joint Feature Selection and K-Means Clustering Framework. Big Data Research. volum 23.
    Academic article
  • Zhu, Hu; Peng, Hao; Xu, Guoxia; Deng, Lizhen; Cheng, Yueying; Song, Aiguo. (2021) Bilateral Weighted Regression Ranking Model with Spatial-Temporal Correlation Filter for Visual Tracking. IEEE transactions on multimedia. volum 24.
    Academic article
  • Deng, Lizhen; Zhou, Zhetao; Xu, Guoxia; Zhu, Hu; Bao, Bing-Kun. (2020) TV2++: a novel spatial-temporal total variation for super resolution with exponential-type norm. EURASIP Journal on Wireless Communications and Networking. volum 2020 (1).
    Academic article
  • Wang, Xian-Liang; Du, Jiao; Xu, Guoxia; Passero, Ignazio; Wang, Hao; Yu, Yu-Feng. (2020) Kernelized dual regression incorporating local information for image set classification. Pattern Recognition Letters. volum 140.
    Academic article
  • Yu, Cong; Xu, Guoxia; Yu, Yu-Feng; Wang, Hao. (2020) Large margin multi-kernel tensor correlation filter for visual tracking. Proceedings of SPIE, the International Society for Optical Engineering. volum 11430.
    Academic article
  • Yu, Yu-Feng; Xu, Guoxia; Huang, Ke-Kun; Zhu, Hu; Chen, Long; Wang, Hao. (2020) Dual Calibration Mechanism based L2,p-Norm for Graph Matching. IEEE transactions on circuits and systems for video technology (Print).
    Academic article
  • Zhu, Hu; Ni, Haopeng; Liu, Shiming; Xu, Guoxia; Deng, Lizhen. (2020) TNLRS: Target-Aware Non-local Low-Rank Modeling with Saliency Filtering Regularization for Infrared Small Target Detection. IEEE Transactions on Image Processing. volum 29.
    Academic article
  • Zhu, Hu; Wang, Ze; Shi, Yu; Hua, Yingying; Xu, Guoxia; Deng, Lizhen. (2020) Multimodal Fusion Method Based on Self-Attention Mechanism. Wireless Communications & Mobile Computing.
    Academic article
  • Zhu, Hu; Zhang, Jieke; Xu, Guoxia; Deng, Lizhen. (2020) Tensor field Graph-Cut for Image Segmentation: A Non-convex Perspective. IEEE transactions on circuits and systems for video technology (Print). volum 31 (3).
    Academic article
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