Deng Li

Ph.D student in Computer Vision and Patter Recognition (CVPRL), LUT School of Engineering Sciences (LENS), LUT University, Lappeenranta, Finland

Email: deng.li@lut.fi, Github: https://github.com/Leedeng

I am a Ph.D. student in the CVPRL at LUT University. My supervisor is Professor Heikki Kälviäinen and Associate Professor Xin Liu of CVPRL at LUT University. I am familiar with human emotion analysis and document image processing. My main research interests include computer vision, social signal processing, and machine learning.

Publications

Deng Li, Jun Shao, Bohao Xing, Rong Gao, Binhan Wen, Heikki Kälviäinen, and Xin Liu, "MSF-Mamba: Motion-aware State Fusion Mamba for Efficient Micro Gesture Recognition" in IEEE Transactions on Multimedia (IEEE TMM), accepted & in press, 2025.

Deng Li and Bohao Xing and Xin Liu and Baiqiang Xia and Bihan Wen and Heikki Kälviäinen, “DEEMO: De-identity Multimodal Emotion Recognition and Reasoning”, In Proceedings of the 33rd ACM International Conference on Multimedia (ACMMM), 5707–5716, 2025.

Deng Li, Bohao Xing, and Xin Liu, "Enhancing Micro Gesture Recognition for Emotion Understanding via Context-Aware Visual-Text Contrastive Learning," in IEEE Signal Processing Letters (IEEE SPL), vol. 31, pp. 1309-1313, 2024. [code]

Deng Li, Yue Wu, and Yicong Zhou, “SauvolaNet: Learning Adaptive Sauvola Network for Degraded Document Binarization”, The 16th International Conference on Document Analysis and Recognition (ICDAR), 538–553, Lausanne, Switzerland, 2021. [code]

Deng Li, Yue Wu, and Yicong Zhou, “Linecounter: Learning Handwritten Text Line Segmentation by Counting”, IEEE International Conference on Image Processing (IEEE ICIP), 929–933, Anchorage, USA, 2021. [code]

Teaching Assistant

BM40A0801 Machine Vision and Digital Image Analysis
BM40A1201 Digital Imaging and Image Preprocessing

Invited Reviewer

IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)
IEEE Transactions on Cybernetics
IEEE Transaction on Multimedia (IEEE TMM)
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
IEEE International Conference on Image Processing (ICIP)
IEEE International Conference on Multimedia & Expo (ICME)

Last updated: October 2025

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