Deng Li
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
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I am a Ph.D. student in the CVPRL at LUT University. My supervisor is 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, 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 (ICIP), 929–933, Anchorage, USA, 2021. [code]
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, vol. 31, pp. 1309-1313, 2024. [code]
Deng Li, Bohao Xing, Xin Liu, Baiqiang Xia, Bihan Wen, and Heikki Kälviäinen, “DEEMO: De-identity Multimodal Emotion Recognition and Reasoning”, ACM International Conference on Multimedia (ACMMM), 2025.
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 Transactions on Cybernetics
IEEE International Conference on Image Processing (ICIP)
IEEE International Conference on Multimedia & Expo (ICME)
Last updated: April 2025
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