Publications

AI, Machine Learning & Computer Vision

1. A parallel and serial denoising network

   Qi Zhang, Jingyu Xiao, Chunwei Tian, Jiayu Xu, Shichao Zhang, and Chia-Wen Lin

   Expert Systems with Applications, 2023

   DOI Bib

   @article{zhang2023parallel,
     title = {A parallel and serial denoising network},
     author = {Zhang, Qi and Xiao, Jingyu and Tian, Chunwei and Xu, Jiayu and Zhang, Shichao and Lin, Chia-Wen},
     journal = {Expert Systems with Applications},
     volume = {231},
     pages = {120628},
     year = {2023},
     doi = {10.1016/j.eswa.2023.120628},
   }

2. A Serial Attention Frame for Multi-Label Waste Bottle Classification

   Jingyu Xiao, Jiayu Xu, Chunwei Tian, Peiyi Han, Lei You, and Shichao Zhang

   Applied Sciences, 2022

   DOI Bib

   @article{xiao2022serial,
     title = {A Serial Attention Frame for Multi-Label Waste Bottle Classification},
     author = {Xiao, Jingyu and Xu, Jiayu and Tian, Chunwei and Han, Peiyi and You, Lei and Zhang, Shichao},
     journal = {Applied Sciences},
     volume = {12},
     number = {3},
     pages = {1742},
     year = {2022},
     doi = {10.3390/app12031742},
   }

3. Attention-based CNNs for Image Classification: A Survey

   Menghua Zheng, Jiayu Xu, Yinjie Shen, Chunwei Tian, Jian Li, Lunke Fei, Ming Zong, and Xiaoyang Liu

   In Journal of Physics: Conference Series, 2022

   DOI Bib

   @inproceedings{zheng2022attention,
     title = {Attention-based CNNs for Image Classification: A Survey},
     author = {Zheng, Menghua and Xu, Jiayu and Shen, Yinjie and Tian, Chunwei and Li, Jian and Fei, Lunke and Zong, Ming and Liu, Xiaoyang},
     booktitle = {Journal of Physics: Conference Series},
     volume = {2171},
     number = {1},
     pages = {012068},
     year = {2022},
     doi = {10.1088/1742-6596/2171/1/012068},
   }

4. Lineup Mining and Balance Analysis of Auto Battler

   Jiayu Xu, Shifeng Chen, Like Zhang, and Junle Wang

   In 2020 IEEE 6th International Conference on Computer and Communications, 2020

   DOI Bib

   @inproceedings{xu2020lineupIccc,
     title = {Lineup Mining and Balance Analysis of Auto Battler},
     author = {Xu, Jiayu and Chen, Shifeng and Zhang, Like and Wang, Junle},
     booktitle = {2020 IEEE 6th International Conference on Computer and Communications},
     pages = {2300--2307},
     year = {2020},
     doi = {10.1109/ICCC51575.2020.9345074},
   }

5. Lineup Mining and Balance Analysis of Auto Battler

   Jiayu Xu, Shifeng Chen, Like Zhang, Junle Wang, Chong Zhang, Yanqing Jing, Zhenhuan Wang, and Xinqi Zhu

   In Proceedings of the 2020 International Conference on Aviation Safety and Information Technology, 2020

   DOI Bib

   @inproceedings{xu2020lineupIcasit,
     title = {Lineup Mining and Balance Analysis of Auto Battler},
     author = {Xu, Jiayu and Chen, Shifeng and Zhang, Like and Wang, Junle and Zhang, Chong and Jing, Yanqing and Wang, Zhenhuan and Zhu, Xinqi},
     booktitle = {Proceedings of the 2020 International Conference on Aviation Safety and Information Technology},
     pages = {169--176},
     year = {2020},
     doi = {10.1145/3434581.3434611},
   }

6. PNET: Pixel-wise TV Logo Recognition Network

   Jiayu Xu, Dongming Zhang, Guoqing Jin, Xiuguo Bao, Qingsheng Yuan, and Yongdong Zhang

   Journal of Computer-Aided Design and Computer Graphics, 2018

   DOI Bib

   @article{xu2018pnet,
     title = {{PNET}: Pixel-wise TV Logo Recognition Network},
     author = {Xu, Jiayu and Zhang, Dongming and Jin, Guoqing and Bao, Xiuguo and Yuan, Qingsheng and Zhang, Yongdong},
     journal = {Journal of Computer-Aided Design and Computer Graphics},
     volume = {30},
     number = {10},
     pages = {1878--1886},
     year = {2018},
     doi = {10.3724/SP.J.1089.2018.16944},
   }

7. A Wafer Prealignment Algorithm Based on Fourier Transform and Least Square Regression

   Jiayu Xu, Hong Hu, Yulin Lei, and Huaiyuan Liu

   IEEE Transactions on Automation Science and Engineering, 2017

   DOI Bib

   @article{xu2017wafer,
     title = {A Wafer Prealignment Algorithm Based on Fourier Transform and Least Square Regression},
     author = {Xu, Jiayu and Hu, Hong and Lei, Yulin and Liu, Huaiyuan},
     journal = {IEEE Transactions on Automation Science and Engineering},
     volume = {14},
     number = {4},
     pages = {1771--1777},
     year = {2017},
     doi = {10.1109/TASE.2016.2645234},
   }

8. The application of relative moment and wavelet moment in target obstacle recognition

   Qing Zhou, Huaiyuan Liu, Xiaorui Hu, Bangfei Deng, Haibing Zhang, Hong Hu, Dan Zuo, and Jiayu Xu

   In 2016 IEEE International Conference on Information and Automation, 2016

   DOI Bib

   @inproceedings{zhou2016relative,
     title = {The application of relative moment and wavelet moment in target obstacle recognition},
     author = {Zhou, Qing and Liu, Huaiyuan and Hu, Xiaorui and Deng, Bangfei and Zhang, Haibing and Hu, Hong and Zuo, Dan and Xu, Jiayu},
     booktitle = {2016 IEEE International Conference on Information and Automation},
     pages = {1703--1707},
     year = {2016},
     doi = {10.1109/ICINFA.2016.7832092},
   }

9. Extraction of high voltage transmission lines based on morphological processing

   Xiaorui Hu, Dan Zuo, Xingzhe Hou, Wei Song, Xiaolong Zhou, Hong Hu, Jiayu Xu, and Huaiyuan Liu

   In 2016 IEEE International Conference on Information and Automation, 2016

   DOI Bib

   @inproceedings{hu2016extraction,
     title = {Extraction of high voltage transmission lines based on morphological processing},
     author = {Hu, Xiaorui and Zuo, Dan and Hou, Xingzhe and Song, Wei and Zhou, Xiaolong and Hu, Hong and Xu, Jiayu and Liu, Huaiyuan},
     booktitle = {2016 IEEE International Conference on Information and Automation},
     pages = {1001--1006},
     year = {2016},
     doi = {10.1109/ICINFA.2016.7831965},
   }

10. Image Registration Method Based On Edge Phase Correlation Algorithm

    Qing Zhou, Cheng Yang, Lingyun Wan, Ying Zhang, Xiaolong Zhou, Xin Wan, Jiayu Xu, Huaiyuan Liu, and Hong Hu

    In Proceedings of the 2016 3rd International Conference on Materials Engineering, Manufacturing Technology and Control, 2016

    DOI Bib

    @inproceedings{zhou2016registration,
      title = {Image Registration Method Based On Edge Phase Correlation Algorithm},
      author = {Zhou, Qing and Yang, Cheng and Wan, Lingyun and Zhang, Ying and Zhou, Xiaolong and Wan, Xin and Xu, Jiayu and Liu, Huaiyuan and Hu, Hong},
      booktitle = {Proceedings of the 2016 3rd International Conference on Materials Engineering, Manufacturing Technology and Control},
      year = {2016},
      doi = {10.2991/icmemtc-16.2016.304},
    }

11. Optimization of image segmentation based on a visual positioning system for dispensing machines

    Jiali Yang, Hong Hu, and Jiayu Xu

    In 2015 12th International Computer Conference on Wavelet Active Media Technology and Information Processing, 2015

    DOI Bib

    @inproceedings{yang2015optimization,
      title = {Optimization of image segmentation based on a visual positioning system for dispensing machines},
      author = {Yang, Jiali and Hu, Hong and Xu, Jiayu},
      booktitle = {2015 12th International Computer Conference on Wavelet Active Media Technology and Information Processing},
      pages = {209--213},
      year = {2015},
      doi = {10.1109/ICCWAMTIP.2015.7493977},
    }

12. A method of small-field-of-view and binocular camera calibration by using a wafer

    Yulin Lei, Hong Hu, and Jiayu Xu

    In 2014 IEEE International Conference on Information and Automation, 2014

    DOI Bib

    @inproceedings{lei2014calibration,
      title = {A method of small-field-of-view and binocular camera calibration by using a wafer},
      author = {Lei, Yulin and Hu, Hong and Xu, Jiayu},
      booktitle = {2014 IEEE International Conference on Information and Automation},
      pages = {478--483},
      year = {2014},
      doi = {10.1109/ICINFA.2014.6932703},
    }

Engineering Research

1. Controllable laser thermal cleavage of sapphire wafers

   Jiayu Xu, Hong Hu, Changhui Zhuang, Guodong Ma, Junlong Han, and Yulin Lei

   Optics and Lasers in Engineering, 2018

   DOI Bib

   @article{xu2018cleavage,
     title = {Controllable laser thermal cleavage of sapphire wafers},
     author = {Xu, Jiayu and Hu, Hong and Zhuang, Changhui and Ma, Guodong and Han, Junlong and Lei, Yulin},
     journal = {Optics and Lasers in Engineering},
     volume = {102},
     pages = {26--33},
     year = {2018},
     doi = {10.1016/j.optlaseng.2017.10.012},
   }

2. The Research on Key Technologies of LED Controllable Laser Thermal Cleavage Based on the Finite Element Simulation

   Jiayu Xu, Hong Hu, Yulin Lei, Huaiyuan Liu, and Dan Zuo

   In 2016 International Conference on Intelligent Transportation, Big Data and Smart City, 2016

   DOI Bib

   @inproceedings{xu2016led,
     title = {The Research on Key Technologies of {LED} Controllable Laser Thermal Cleavage Based on the Finite Element Simulation},
     author = {Xu, Jiayu and Hu, Hong and Lei, Yulin and Liu, Huaiyuan and Zuo, Dan},
     booktitle = {2016 International Conference on Intelligent Transportation, Big Data and Smart City},
     pages = {559--563},
     year = {2016},
     doi = {10.1109/ICITBS.2016.131},
   }

3. Morphological Features of Silicon Substrate by Using Different Frequency Laser Ablation in Air and Water

   Jiayu Xu, Hong Hu, and Yulin Lei

   Applied Surface Science, 2014

   DOI Bib

   @article{xu2014morphological,
     title = {Morphological Features of Silicon Substrate by Using Different Frequency Laser Ablation in Air and Water},
     author = {Xu, Jiayu and Hu, Hong and Lei, Yulin},
     journal = {Applied Surface Science},
     volume = {317},
     pages = {666--671},
     year = {2014},
     doi = {10.1016/j.apsusc.2014.08.038},
   }