E-mail:hanting608@163.com

副教授，硕士生导师

目前的研究方向：人工智能的交叉应用研究，尤其是医学影像和文本智能分析，多模态情感识别和心理健康评估

教育经历

2008-2013,南开大学，光学，博士

2004-2008,天津大学，电子科学与技术，学士

科研与学术工作经历

2013.07-至今,天津师范大学，电子与通信工程学院

2018.11-2019.10,肯特大学（英国）,工程与数字艺术学院,访问学者

主持的主要科研项目：

[1] 冠状动脉支架重建系统与血管OCT图像增强算法研究，企业单位委托科技项目，20万元。

[2] 基于选择性填充微结构光纤双折射特性调控机理及其应用研究，国家自然科学基金青年科学基金项目，30万元。

[3] 基于微结构光纤光流体激光器的癌症DNA序列探测技术的研究，天津市科技计划面上项目，10万元。

[4] 中小学教师教学课堂评价研究，人工智能+教育联合基金，3.3万元。

发表的主要论文：

[1] Tingting Han∗, Wenxuan Li,et al. MLGF-GAN: a multi-level local-global feature fusion GAN for OCT image super-resolution. Biomedical Physics & Engineering Express, 12(1), 015015, 2025.

[2] Wei Xia,Tingting Han∗,et al. Super-resolution reconstruction of OCT images based on frequency and spatial information in adversarial neural networks. Physics in Medicine Biology, 2025, 70(23), 235006-1-17.

[3] Tingting Han∗, Ruqian Liu,et al. Balancing act: engagement detection in online learning through master-assistant models with an enhanced hierarchical attention mechanism. Applied Intelligence, (2025) 55:992

[4] Tingting Han∗, Shuwei Douet al. Enhanced dynamic temporal feature extraction with static expression insights for dynamic facial expression recognition,Digital Signal Processing, 2025,168 (2026) 105470-1-10.

[5] 夏巍,韩婷婷*,等基于卷积神经网络的IVOCT冠状动脉钙化斑块分割方法,中国激光, 2024, 51(18), 1801019-1-10.

[6] Tingting Han*,Wei Xia,et al. Automatic stent struts detection in optical coherence tomography based on a multiple attention convolutional model,Physics in Medicine Biology, 2023, 69(1)

[7] Hongmei Zhong,Tingting Han*,et al.Research on real-time teachers’facial expression recognition based on YOLOv5 and attention mechanisms, EURASIP Journal on Advances in Signal Processing, 2023, 2023(1), 55-1-15.

[8] Tingting Han,Yan-ge Liu, Zhi Wang, Junqi Guo, Jie Yu, A High Sensitivity Strain Sensor Based on the Zero-Group-Birefringence Effect in a Selective-Filling High Birefringent Photonic Crystal Fiber, IEEE Photonics Journal, 10(1), 7106709，2018.

[9] Tingting Han,Yan-ge Liu*, Zhi Wang, Junqi Guo, Zhifang Wu, Mingming Luo, Shuo Li, Jing Wang, Wei Wang, Control and Design of Fiber Birefringence Characteristics Based on Selective-Filled Hybrid Photonic Crystal Fibers, Optics Express, 22(12) : 15002-15016，2014.

[10] Tingting Han, Yan-ge Liu, Zhi Wang, Junqi Guo, Zhifang Wu,Shuanxia Wang, Zhili Li, and Wenyuan Zhou*, Unique characteristics of aselective-filling photonic crystal fiber Sagnac interferometer and itsapplication as high sensitivity sensor, Optics Express, 21(1), 122-128 , 2013.

主要竞赛和奖励：

[1] 第六届“互联网+”创新创业大赛，全国铜奖。

[2] 第八届，第九届“互联网+”创新创业大赛，天津市银奖。

[3] 天津市自然科学二等奖，“光子晶体光纤的调控机理、技术与应用研究”。