Education

South China Normal University (Guangzhou, China)

• GPA: 3.74/4.0 or 3.78/5.0 (11%, 4/36)

• Supervised by Qinghua Zhong

• Awards:
• The First Prize Scholarship (2023)
• The First Prize Scholarship (2022)
• The First Prize Scholarship (2021)

South China Normal University (Guangzhou, China)

• GPA: 3.13/4.0 or 3.16/5.0 (30%)

• Awards:
• The Second Prize Scholarship (2020 - 2021)
• The Third Prize Scholarship (2019 - 2020)
• Excellent Student Cadre (2020 - 2021)
• Excellent League Member (2018 - 2019)

Publication

• He, E., Chen, Q., Zhong, Q., 2023. SL-Swin: A Transformer-Based Deep Learning Approach for Macro- and Micro-Expression Spotting on Small-Size Expression Datasets. Electronics 12. https://doi.org/10.3390/electronics12122656

• Song, H., Wu, Q., Liu, Z., Huang, P., He, E., Deng, Y., Zheng, Q., 2020. Dynamic Update Cache Scheme Based on Feedback Times for Device-to-Device Caching Networks, in: Proceedings of the 2019 8th International Conference on Networks, Communication and Computing, ICNCC ’19. Association for Computing Machinery, New York, NY, USA, pp. 121–126. https://doi.org/10.1145/3375998.3376032

Patent

• 钟清华, 何尔恒. 一种表情检测方法、系统、装置及存储介质: 2023104582833

• Zhong, Q., He, E., A facial expression spotting method, system, device and storage medium: 2023104582833 (translated)

Research Projects

SL-Swin: A Transformer-Based Deep Learning Approach for Macro- and Micro-Expression Spotting on Small-Size Expression Datasets (Published)

• Extracted and processed optical flow features to locate the facial expression intervals in videos

• Used Swin Transformer as the backbone to predict a score denoting the probability of a frame being in a facial expression interval

• Employed Shifted Patch Tokenization and Locality Self-Attention for the scratch training on small-size expression datasets

• Outperformed the spotting task baseline (3D-CNN) of Facial Micro-Expression Grand Challenge (MEGC) 2021 and 2022

• Be invited to post a promotional article on MDPI's WeChat official account

Remote PPG Signal Estimation for Heart Rate Monitoring by Using IntelRealSense D435 Camera (Ongoing)

• Monitored the heart rate by estimating remote photoplethysmography (rPPG) signals based on facial near-infrared imaging

• Improved region of interest (ROI) tracking by using semantic segmentation especially when only the side face is shown

• Trained different models on Landmark guided face Parsing Dataset and evaluated the overall system performance

A Study for Optimal Device-to-Device Caching Schemes Considering the Quality of Experience (Provincial Project; Published)

• Investigated caching schemes used in Device-to-Device communication technology in 5G for easing the pressure of base stations

• Evaluated the performance of different Device-to-Device caching schemes in the same communication network model

• Published a conference paper about a dynamic update caching strategy outperforming the random caching scheme

Internships

Hawpu Electronic Technology Co., Ltd.

• Calibrated vehicle cameras using chessboard photos and upgraded the program from Python 2.0 + to 3.0 +

• Calculated the Spatial Frequency Response (SFR) of vehicle cameras and made adaptions for tests on 2 ISO charts

• Tested the new version of the SFT algorithm and participated in creating 3 SOPs

Practice

Embedded Projects

• Made a program-controlled DC amplifier with selectable gains of 0 dB to 40 dB and a bandwidth of 10 MHz by using the amplifier AD603 controlled by STM32 (Jul. 2019 - Aug. 2019)

• Wrote codes for the STM32 of a gestures recognizer to communicate with registers and the sensor FDC2214 via I2C (Oct. 2020 - Dec. 2020)

Frontend Development

• Developed profile pictures showing websites by using React + Bootstrap and Vue + Element Plus while storing and managing the JSON data by using Krate (Mar. 2022 - Jun. 2022)

• Developed a student information managing web application in LAN using .NET Framework with SQL Server and redeveloped the program on WeChat Mini Program using WeUI (Apr. 2020 - Jun. 2020)

Tutoring & Extracurricular Service

South China Normal University

• Corrected assignments, guided students to do experiments, and conducted acceptance inspection of the course design

South China Normal University

• Managed an eighty-people student association and took charge of interfacing with the Student Association Union, organizing training, organizing community volunteer repairs

• Led the association to get promotion from school level to university level and the association was honored with the only progress award

Miscellaneous

Certificates

Language Proficiency

Coding

Tools

Activity