1、個人基本信息：

姓  名：孫程

性  別：女

出生年月：1994.02

技術職稱：講師

畢業(yè)院校：湖南師范大學

學歷（學位）：博士研究生

所在學科：數據科學與大數據技術

研究方向：計算機視覺、機器學習、智慧教育

2、教育背景：

2013.09----2017.07

河南城建學院

學士

2017.09----2020.07

南昌航空大學

碩士

2020.09----2023.12

湖南師范大學

博士

3、 目前研究領域：

計算機視覺：目標檢測、分割以及深度估計

智慧教育：基于多模態(tài)特征的學習狀態(tài)評測與分析、教育大數據分析與應用

4、已完成或已在承擔的主要課題：

1、教室大場景下的學生學習狀態(tài)關鍵技術研究，綜合交通運輸大數據智能處理湖南省重點實驗室，B202401，8萬，主持，在研

2、面向教室大場景下多特征融合的學習狀態(tài)評估研究，湖南省自然科學基金青年項目，2025-2027，2025JJ60410，5萬，主持，在研

6、已發(fā)表的學術論文：

[1] Cheng Sun, Pei Wen, Shiwen Zhang, Xingjin Wu, Jin Zhang, Hongfang Gong. A Face Detector with Adaptive Feature Fusion in Classroom Environment[J]. Electronics. 2023; 12(7):1738

[2] Cheng Sun, Shiwen Zhang, Peiqi Qu, Xingjin Wu, Peng Feng, Zhanya Tao, Jin Zhang,eta al. MCA-YOLOV5-Light: A Faster, Stronger and Lighter Algorithm for Helmet-Wearing Detection[J].Applied Sciences,2022,12(9697): 9697

[3]Jin Zhang, Yiqi Huang, Yu Pi, Cheng Sun*, et al. Research on a Service Load Prediction Method Based on VMD-GLRT[J].Applied Sciences,2023,13(5).

[4]Cheng Sun, Shaofeng Jiang, Suhua Yang. Extraction of Leukocytes from Blood Smear Image Based on Improved U-NET[C]//2019 International Conference on Biotechnology and Clinical Pharmacology. 22nd – 24th November, BASIC & CLINICAL PHARMACOLOGY &TOXICOLOGY,2019, 126(1).

[5]Cheng Sun, Suhua Yang, Shaofeng Jiang. Improved faster RCNN for white blood cells detection in blood smear image[C]//2019 14th IEEE International Conference on Electronic Measurement & Instruments (ICEMI). IEEE, 2019.

[6] Jin Zhang, Ying Li, Cheng Sun. Data Enhancement-Based Approach to Requirements Specification Dataset Construction[C]. The 2nd International Conference on the Frontiers of Robotics and Software Engineering(FRSE), Guiyang, China, 2024.

[7] Shiwen Zhang, Hong Liu, Cheng Sun, et al. MSTA-SlowFast: A student behavior detector for classroom environments[J]. Sensors, 2023, 23(11): 5205.

[8]Dingkang Yang, Yehua Wei, Cheng Sun, et al. Multi-Scale Feature Fusion and Structure-Preserving Network for Face Super-Resolution[J]. Applied Sciences, 2023, 13(15): 8928.

[9] 張錦,屈佩琪,孫程,等.基于改進YOLOv5的安全帽佩戴檢測算法[J].計算機應用,2022,42(04):1292-1300.

[10]Jin Zhang, Meng Luo, Cheng Sun, et al. BFR-RetinaNet: An Improved RetinaNet Model for Vehicle Detection in Aerial Images. International Conference on Algorithms and Architectures for Parallel Processing. Springer, Cham, 2021:18-32.

7、 所獲學術榮譽及學術影響：