Yuenan Li
School
School of Electrical and Information Engineering
Professional Title
Associate professor
Discipline
Electronics and Information Engineering
Contact Information
ynli@tju.edu.cn
Education Background
- PhD| Harbin Institute of Technology| Electronics & Information Engineering| 2010
- Master of Engineering| Harbin Institute of Technology| Electronics & Instrumentation| 2006
- Bachelor of Engineering| Harbin Institute of Technology| Electronics & Instrumentation| 2004
Research Interests
- Deep learning
- Multimedia security
- Multimedia signal processing
- Physiological signal processing
Professional Membership
- IEEE Senior Member
Positions & Employments
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School of Electrical and Information Engineering | Tianjin University
Academic Achievements
- Papers
- [1] Z. Shi, Y. Li*, and F. Zhang, Reflection Removal via Recurrent Learning Guided By Physics Prior and Focal Perceptual Loss, IEEE Trans. on Circuits and Systems for Video Technology, 2024.
- [2] Y. Li, X. Tian, Q. Zhu, and M. Wu, Inferring Electrocardiography From Optical Sensing Using Lightweight Neural Network, IEEE Trans. on Artificial Intelligence, 2024.
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- [3] Y. Li*, W. Zhang, Robust Image Fingerprinting Algorithm Based on Local and Global Content Dependencies, IEEE Signal Processing Letters, 31, pp. 336-340, 2024
- [4] Y. Li*, J. Wu, and Z. Shi, Lightweight Neural Network for Enhancing Imaging Performance of Under-Display Camera, IEEE Trans. on Circuits and Systems for Video Technology, 34(1), pp.71-84, 2024.
- [5] Y. Li*, Q. Yan, K. Zhang, H. Xu, Image Reflection Removal via Contextual Feature Fusion Pyramid and Task-driven Regularization, IEEE Trans. on Circuits and Systems for Video Technology, 2022, 32(2), 553-565
- [6] K. Zhang, Y. Li*，Single Image Dehazing via Semi-Supervised Domain Translation and Architecture Search， IEEE Signal Processing Letters, 2021, 28. 2127-2131.
- [7] Y. Li*, Y. Liu, Q. Yan, K. Zhang, Deep Dehazing Network With Latent Ensembling Architecture and Adversarial Learning, IEEE Trans. on Image Processing, 2021, 30, 1354-1368
- [8] Y. Li*, D. Wang, L. Tang, Robust and Secure Image Fingerprinting Learned by Neural Network, IEEE Trans.on Circuits and Systems for Video Technology, 2020, 30, 362-375.
- [9] X. Tian, Q. Zhu, Y. Li, M. Wu, Cross-Domain Joint Dictionary Learning for ECG Reconstruction from PPG, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, 936-940
- [10] Y. Li*, J. Wang, Robust Content Fingerprinting Algorithm Based on Invariant and Hierarchical Generative Model, Elsevier: Digital Signal Processing, 2019, 85, 41-53
- [11] Y. Li*, L. Guo, Robust Image Fingerprinting via Distortion-Resistant Sparse Coding, IEEE Signal Processing Letters, 2018, 25(1), 140-144
- [12] Y. Li*, D. Wang, J. Wang, Perceptual Image Hash Function via Associative Memory-Based Self-correcting, Electronics Letters, 2018, 54(4), 208-210
- [13] Y. Li*, P. Chen, Robust and Compact Video Descriptor Learned by Deep Neural Network, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, 2162-2166
- [14] Y. Li*, P. Wang, Robust Image Hashing Based on Low-rank and Sparse Decomposition, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, 2154-2158
- [15] Y. Li*, Robust Content Fingerprinting Algorithm Based on Sparse Coding, IEEE Signal Processing Letters, 2015, 22(9), 254-1258
- [16] Y. Li*, P. Wang, Y. Su, Robust Image Hashing Based on Selective Quaternion Invariance, IEEE Signal Processing Letters, 2015, 22(12), 2396-2400
- [17] Y. Li*, Quaternion Polar Harmonic Transforms for Color Images, IEEE Signal Processing Letters, 2013, 20(8), 803-806
- [18] Y. Li*, Image Copy-move Forgery Detection Based on Polar Cosine Transform and Approximate Nearest Neighbor Searching, Elsevier: Forensic Science International, 2013, 224(1), 59-67
- [19] Y. Li*, Z. Lu, C. Zhu, X. Niu, Robust Image Hashing Based on Random Gabor Filtering and Dithered Lattice Vector Quantization, IEEE Trans.on Image Processing, 2012, 21(4), 1963-1980
- Patents
- [1] Y. Li, J. Wang, Invariant Product-of-Experts Model for Image Feature Extraction, Invention Patent of China, Issued Date: 2020-12-15.
- [2] D. Wang, Y. Li, A Group Sparse Coding Based Method for Robust Feature Learning, Invention Patent of China, Issued Date: 2020-09-08.
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- [3] Y. Li , X. Chen, A Deep Neural Network Based Video Description Method, Invention Patent of China, Issued Date: 2020-03-07.
- [4] G. Lin, Y. Li, Dictionary Learning and Sparse Coding Methods for Invariant Feature Learning, Invention Patent of China, Issued Date: 2019-09-27.
- [5] Y. Li, A Method for Estimating the Performance of Robust Hashing in Content Identification, Invention Patent of China, Issued Date: 2018-12-28.
- [6] Y. Li, P. Wang, and Y. Su A Feature Extraction Method for Image Copy Detection, Invention Patent of China, Issued Date: 2017-07-14.
- [7] Y. Li, An Ensemble Learning Based Method for Encoding Visual Features, Invention Patent of China, Issued Date: 2017-09-08.
- [8] Y. Li, An Image Copy-move Forgery Detection Method, Invention Patent of China, Issued Date: 2014-11-26.