Sumei Li | Neural Network | Best Researcher Award

Assoc Prof Dr. Sumei Li | Neural Network | Best Researcher Award

Associate Professor at Tianjin University, China
Summary:

Assoc Prof Dr. Sumei Li is a distinguished researcher in the field of communication engineering, with a focus on advancing technologies for image and video processing. With over 37 published papers in prestigious journals and numerous contributions to leading international conferences, Dr. Li is at the forefront of her field. She has also filed 20 invention patents, demonstrating her commitment to innovation and excellence in research. Her collaborations with renowned institutions and experts, such as Wei Xiang, highlight her dedication to fostering interdisciplinary research.

Professional Profile:

👩‍🎓Education:

Ph.D. in Communication Engineering
Nankai University, Tianjin, China

🏢 Professional Experience:

Assoc Prof Dr. Sumei Li has been an Associate Professor in the Communication Engineering Department at Tianjin University since 2006. She has successfully chaired a national 863 project, a National Natural Science Foundation project, and a key fund in Tianjin, underscoring her leadership in the field. Her contributions to academia include significant research and innovations in 3D image and video processing, quality evaluation, and stereo image super-resolution reconstruction.

Research Interests:

Dr. Li’s primary research interests include:

  • 3D image and video processing
  • Quality evaluation
  • Stereo/image super-resolution reconstruction
  • Neural networks
  • Deep learning

Author Metrics:

  • Total Published Papers: 37
  • Citations: 1,791
  • Patents Published/Under Process: 20

Top Noted Publication:

1. Multi-Scale Visual Perception Based Progressive Feature Interaction Network for Stereo Image Super-Resolution

Authors: Liu, A., Li, S., Chang, Y., Hou, Y.
Journal: IEEE Transactions on Circuits and Systems for Video Technology
Year: 2024
Volume: 34
Issue: 3
Pages: 1615–1626
Citations: 1

2. Bidirectional Feature Aggregation Network for Stereo Image Quality Assessment Considering Parallax Attention-Based Binocular Fusion

Authors: Chang, Y., Li, S., Liu, A., Jin, J., Xiang, W.
Journal: IEEE Transactions on Broadcasting
Year: 2024
Volume: 70
Issue: 1
Pages: 278–289
Citations: 1

3. Coarse-to-Fine Cross-View Interaction Based Accurate Stereo Image Super-Resolution Network

Authors: Liu, A., Li, S., Chang, Y., Zhang, W., Hou, Y.
Journal: IEEE Transactions on Multimedia
Year: 2024
Volume: 26
Pages: 7321–7334
Citations: 2

4. Cross-Resolution Feature Attention Network for Image Super-Resolution

Authors: Liu, A., Li, S., Chang, Y.
Journal: Visual Computer
Year: 2023
Volume: 39
Issue: 9
Pages: 3837–3849
Citations: 3

5. No Reference Stereoscopic Video Quality Assessment Considering Self-Attention and Different Resolution Level

Authors: Zhang, X., Li, S.
Conference: ACM International Conference Proceeding Series
Year: 2023
Pages: 36–41

Conclusion:

Assoc Prof Dr. Sumei Li is a highly qualified candidate for the Best Researcher Award, given her extensive publication record, innovative contributions to communication engineering, and leadership in significant research projects. Her dedication to advancing image and video processing technologies, coupled with her emphasis on neural networks and deep learning, showcases her as a pivotal figure in her field. By addressing areas for improvement, such as broadening her research scope and increasing public engagement, Dr. Li can further amplify her impact on both academia and industry. Overall, her commitment to research excellence and innovation makes her a deserving contender for this prestigious award.