Biography


Tian-Jing Zhang （张添敬） is a senior student majoring in Mathematics and Physics Basic Science in Yingcai Honors College (英才实验学院), UESTC (电子科技大学), supervised by Prof. Liang-Jian Deng. I’m broadly interested in computer vision and deep learning. My current research focuses on remote sensing pansharpening, image fusion and deep learning. I will pursue my Ph.D. degree in Department of Mathematics, National University of Singapore (NUS).

Email： zhangtianjinguestc@163.com

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Publications

  • Tianjing Zhang, LiangJian Deng, Ting-Zhu Huang, Gemine Vivone and Jocelyn Chanussot. “Pansharpening via Triple-Double convolutional neural network.” IEEE Transactions on Neural Networks and Learning Systems (TNNLS).[Project Page][PDF][BibTeX]
@ARTICLE{zhangtnnls2022,
	author={T.-J. Zhang, L.-J. Deng, T.-Z. Huang, J. Chanussot, and G. Vivone},
	journal={IEEE Transactions on Neural Networks and Learning Systems}, 
	title={A Triple-Double Convolutional Neural Network for Panchromatic Sharpening}, 
	year={2022},
	volume={},
	number={},
	pages={},
	doi={10.1109/TNNLS.2022.3155655}
   }

  • Tianjing Zhang, LiangJian Deng, ZhongCheng Wu and ChaoChao Zheng “An iterative approach for image fusion with dynamic gradient sparsity and anisotropic spectral-spatial total variation.” Signal, Image and Video Processing.

  • ZiRong Jin#, TianJing Zhang#, LiangJian Deng, and TaiXiang Jiang. “LAGConv: Local-Context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening.” AAAI Conference on Artificial Intelligence (AAAI 2022). (#: equal contribution)[Project Page][PDF][BibTeX]

@ARTICLE{jinif2021,
	author={Jin, Zi-Rong and Zhang, Tian-Jing and Jiang, Tai-Xiang and Vivone, Gemine and Deng, Liang-Jian},
	journal={AAAI Conference on Artificial Intelligence (AAAI)}, 
	title={LAGConv: Local-context Adaptive Convolution Kernels with Global Harmonic Bias for Pansharpening}, 
	year={2022},
	volume={},
	number={},
	pages={},
	doi={}
   }

  • ZiRong Jin, YuWei Zhuo, TianJing Zhang, XiaoXu Jin and LiangJian Deng.“Parallel Full Depth Feature Fusion Network for Pansharpening.” IEEE Transactions on Geoscience and Remote Sensing.

  • ZiRong Jin, TianJing Zhang, Cheng Jin and LiangJian Deng. “Weighted shallow-deep feature fusion network for pansharpening.” 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021)

  • ShiShi Xiao, Cheng Jin, TianJing Zhang, Ran Ran and LiangJian Deng. “Progressice band- convolutional neural network for pansharpening.” 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2021)

  • YuDong Wang, LiangJian Deng, and TianJing Zhang.“SSconv: Explicit Spectral-to-Spatial Convolution for Pansharpening.” 2021 ACM International Conference on Multimedia (ACM MM 2021). doi: 10.1145/3474085.3475600. [Project Page][PDF][BibTeX]

@ARTICLE{mucnn,
author={Yudong Wang, Liang-Jian Deng, Tian-Jing Zhang, Xiao Wu},
booktitle={Proceedings of the 29th ACM International Conference on Multimedia (ACM MM)},
title={SSconv: Explicit Spectral-to-Spatial Convolution for Pansharpening},
year={2021},
pages={DOI: 10.1145/3474085.3475600.},
}
  • ZiRong Jin, LiangJian Deng, TianJing Zhang and XiaoXu Jin.“BAM: Bilateral Activation Mechanism for Image Fusion.”2021 ACM International Conference on Multimedia (ACM MM 2021). doi: 10.1145/3474085.3475571. [Project Page][PDF][BibTeX]
@ARTICLE{BAM,
author={Zi-Rong Jin , Liang-Jian Deng, Tian-Jing Zhang, Xiaoxu Jin},
journal={Proceedings of the 29th ACM International Conference on Multimedia (ACM MM)},
title={BAM: Bilateral Activation Mechanism for Image Fusion},
year={2021},
volume={},
number={},
pages={DOI: 10.1145/3474085.3475571},
}
  • Wu Xiao, TingZhu Huang, LiangJian Deng and TianJing Zhang. “Dynamic Cross Feature Fusion for Remote Sensing Pansharpening”IEEE International Conference on Computer Vision (ICCV 2021). doi: 10.1145/3474085.3475571. [Project Page will be available][PDF][BibTeX]
@ARTICLE{wu_iccv2021,
	author={Wu, Xiao and Huang, Ting-Zhu and Deng, Liang-Jian and Zhang, Tian-Jing},
	journal={IEEE International Conference on Computer Vision (ICCV)}, 
	title={Dynamic Cross Feature Fusion for Remote Sensing Pansharpening}, 
	year={2021},
	doi={}
   }

Experiences

  • 09/2018-06/2022: University of Electronic Science and Technology of China (UESTC); Bachelor student in Mathematics and Physics Basic Science.

Awards

  • National Scholarship, 2020 and 2021

  • Outstanding Students’ Scholarship of UESTC, 2019, 2020 and 2021

  • First Prize, Huawei Scholarship, 2021

  • First Prize, Yunhui Award Special College Student Innovation and Entrepreneurship Program in UESTC, 2021

  • Excellent class member of UESTC, 2019 and 2020

  • Honorable Mention, Mathematical Contest In Modeling, 2020

  • First Prize in Sichuan Province, China Undergraduate Mathematical Contest in Modeling, 2020

  • Third prize, Southwest Hackathon Coding Contest, 2020

  • Third prize, Innovation Creavitivity Entrepreneurship” Competition, 2021

Academic Activities

Peer-Reviewer: IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS)

Peer-Reviewer: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS)

Video Presentation: Record video report on AAAI 2022

Video Presentation: Record video report on ACM Multimedia 2021

For more information, please refer to my resumé.