{"id":11055,"date":"2023-03-07T09:20:43","date_gmt":"2023-03-07T01:20:43","guid":{"rendered":"https:\/\/csie2.mcu.edu.tw\/?page_id=11055"},"modified":"2026-01-19T14:58:46","modified_gmt":"2026-01-19T06:58:46","slug":"students-projects","status":"publish","type":"page","link":"https:\/\/csie.mcu.edu.tw\/en\/students-projects\/","title":{"rendered":"STUDENTS’ PROJECTS"},"content":{"rendered":"\n
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2025 Undergraduate\u00a0Student Projects<\/h2>\n\n\n\n
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ADVISOR<\/strong><\/td>PROJECT TITLE<\/strong><\/td>STUDENTS <\/strong><\/td><\/tr>
Wang,Chia-Hui<\/td>A Decentralized Work Hour Certification System Platform Based on Blockchain<\/td>Chao, Zih-Yi\u3001 Jiang,Chang-Yi\u3001Lee,Guan-Heng<\/td><\/tr>
Yue-Shi Lee<\/td>Large Language Model-Based Automatic Slide Generation<\/td>Yi-Hong Yang\u3001Yi-Chi Huang\u3001Zhi-Yun Chen\u3001Cheng Zhan\u3001Yong-Yi Tien<\/td><\/tr>
Shyu, Shyong Jian<\/td>Applications of Deep Learning in Crochet Pattern Recognition<\/td>Kao, Yu-Ting\u3001Wang, Jian-Rong\u3001Cheng, Kun-Lin\u3001Jiang, Feng-Sheng\u3001Chang, Ting-Wei<\/td><\/tr>
Shieh,Yuh-Pyng<\/td>Ming Chuan Golden Finger 4.0:
A Camera-Driven Intelligent Touchscreen System<\/td>		Hsu,Chia-Chen\u3001Chu,Chun-Jui\u3001
Chen,Yi-Fan\u3001Wang,Chih-Yuan\u3001Chang,Tung-Chieh<\/td><\/tr>
Shyu, Shyong-Jian<\/td>Performance Analysis of Threshold Secret Sharing Schemes<\/td>Liang, Yi-Hsin\u3001Hsieh, Yun-Ju<\/td><\/tr>
Chao, Her-Chang<\/td>Design and Implementation of an FPGA-Based Convolution
Computing Architecture<\/td>		Chen, Ming-Yu\u3001Cheng, Hsu-Yao\u3001Liang, Hung-En\u3001Yu, Xiang\u3001Yu, Po-Hung<\/td><\/tr>
Ou,Zhan-He<\/td>Research and Implementation of Stereo Camera\u2013Based Face Recognition and Anti-Spoofing<\/td>Su,Hong-Wei\u3001Lin,Cheng -An\u3001Zhao,Wei-Chen\u3001Qiu,Qiao-Yu<\/td><\/tr>
Ming-Yang Su<\/td>Design of an Intelligent Learning Platform for Computer Fundamentals Integrating Retrieval-Augmented Generation and Image Display<\/td>De-Yu Su\u3001Chi-Ya Chiu\u3001Yung-Cheng Lai\u3001Wei-Chen Chan\u3001Yi-Hsuan Huang<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

2025 Graduate Student Projects<\/h2>\n\n\n\n
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ADVISOR<\/strong><\/td>PROJECT TITLE<\/strong><\/td>STUDENTS<\/strong><\/td><\/tr>
Show-Jane Yen\u3001Yue-Shi Lee<\/td>Research on using embedding vectors to enhance model performance<\/td>Ren-He Wang<\/td><\/tr>
Ming-Yang Su<\/td>Improving Image Steganography with Residual Learning in
Invertible Neural Networks<\/td>		Yu-Wen Zhou<\/td><\/tr>
Ming-Yang Su<\/td>A Study on Enhancing Image Steganography Using SE-ResNet and
Perceptual Loss<\/td>		Chun-Ming Wu<\/td><\/tr>
Shyong-Jain Shyu<\/td>Machine Learning Approaches
for Approximating the Goldbach Conjecture<\/td>		Cheng-Zhe Wu<\/td><\/tr>
Her-Chang Chao<\/td>Exploratory Study on Explainability of Medical Image Analysis
Using Class Activation Map<\/td>		Mu-Han Xiao<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

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2024 Undergraduate\u00a0Student Projects<\/h2>\n\n\n\n
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ADVISOR<\/strong><\/td>PROJECT TITLE<\/strong><\/td>STUDENTS<\/strong><\/td><\/tr>
Lien-Chen Wei<\/td>An Integrated System for Digital Image Steganography Using
Invertible Neural Network Deep Learning and Smart Contracts<\/td>		Yong-Zhi Chen<\/td><\/tr>
Ming-Yang Su<\/td>A Study on Embedding Backdoors in Deep Learning Models to
Infiltrate Access Control Systems<\/td>		Wei-Shiang Kao\u3001Bo-Jie Qiu\u3001Chomg-Ren Chen\u3001Hsien-Tse Chen\u3001Guan-Zuo Liu<\/td><\/tr>
Her-Chang Chao<\/td>Lossless Image Protection Mechanism with Dual Watermarks<\/td>Yu-An Chen\u3001Yi-Hong Yang<\/td><\/tr>
Yuh-Pyng Shieh<\/td>Using Genetic Algorithms to Solve University Timetabling Problems<\/td>Yun-Yan Wu\u3001Hsin-Hsueh Shen\u3001Long-Cheng Lin<\/td><\/tr>
Yuh-Pyng
Shieh<\/td>		Implementation of a Web-Oriented Browser for Enhancing User
Experience: A Case Study of Ming Chuan University’s Information<\/td>		Jin-Jia Zheng\u3001Bing-Jie Liu\u3001Jui-Cheng Teng\u3001Yu-An Chen<\/td><\/tr>
Tsu-Feng
Ho<\/td>		A Study on Improving the Effectiveness of Generative AI
Drawing Prompts<\/td>		Tai Yang\u3001Nai-Wen Hu\u3001Meng-Chien
Shih\u3001Rou-Jen
Lu<\/td><\/tr>
Shyong-Jian
Shyu<\/td>		Implementation of Q&A Dobots for Data Structures<\/td>Yang-Hang
Chiu\u3001Chien-Jui
Chiang\u3001Guo-Wei Chen\u3001Pai-Chun Hsu<\/td><\/tr>
Wu-Hsiao Hsu<\/td>Classifying and Counting Marine Debris Using YOLOv8<\/td>Yu-Yan Hung\u3001Yun-Chien Li\u3001Pin-Hsuan Li\u3001Yung-Wei Tsai<\/td><\/tr>
Li-Tian Wang<\/td>Vehicle Red Line Detection for Illegal Parking<\/td>Cheng-Li Shu\u3001Kai-Jie Deng\u3001Chen-En Ko\u3001Jia-Wei Lai\u3001Yu-Cheng Chen<\/td><\/tr>
Shyong Jain Shyu<\/td>Using Yolov8 to display player and ball positions on a 2D plane<\/td>Yu-Chen Lin\u3001Chun-Chieh Huang<\/td><\/tr>
Shi-Yu Huang<\/td>A Study on the Application of Exergaming Technology in Full-Body
Towel Exercise<\/td>		Guan-Xi Li\u3001Yu-Chun Chen\u3001Hong-Hsuan Chen\u3001Po-Wei Hsu\u3001Guan-Yu Liao<\/td><\/tr>
Zhan-He Ou<\/td>Randomized Map Generation and A* Algorithm<\/td>Jia-You Sie\u3001King-Tai Leung\u3001Xiang-An Chen\u3001Yu-Ching Chien<\/td><\/tr>
Kai-Hui Lee<\/td>Exquisite wisdom and one-touch drinking: mobile APP controls
hand-brewed coffee machine<\/td>		Yu-Ting Su\u3001Yu-Chiao Cheng\u3001Yu Tong\u3001Shu-Hua Chiang<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

2024 Graduate Student Projects<\/h2>\n\n\n\n
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ADVISOR<\/strong><\/td>PROJECT TITLE<\/strong><\/td>STUDENTS<\/strong><\/td><\/tr>
Show-Jane Yen\u3001Yue-Shi Lee<\/td>Strategies for Enhancing Multi-Label Classification Performance<\/td>Tzu-Chi Chan<\/td><\/tr>
Show-Jane Yen\u3001Yue-Shi Lee<\/td>Research on Using Feature Transformation to Improve the
Performance of Classification Models<\/td>		Yu-Husan Lin<\/td><\/tr>
Show-Jane Yen\u3001Yue-Shi Lee<\/td>Research on Efficient Sampling Methods for Evaluating
Classification Models<\/td>		Yi-Jie Tang<\/td><\/tr>
Shyong-Jain Shyu<\/td>Generating Facial Images Guided by Image Retrieval<\/td>Chih-Chieh Chung<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n
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2025 Undergraduate\u00a0Student Projects ADVISOR PROJECT TITLE STUDENTS  Wang,Chia-Hui A Decentralized Work Hour Certification System Platform Based on Blockchain Chao, Zih-Yi\u3001 Jiang,Chang-Yi\u3001Lee,Guan-Heng Yue-Shi Lee Large Language Model-Based Automatic Slide Generation Yi-Hong Yang\u3001Yi-Chi Huang\u3001Zhi-Yun Chen\u3001Cheng Zhan\u3001Yong-Yi Tien Shyu, Shyong Jian Applications of Deep Learning in Crochet Pattern Recognition Kao, Yu-Ting\u3001Wang, Jian-Rong\u3001Cheng, Kun-Lin\u3001Jiang, Feng-Sheng\u3001Chang, Ting-Wei Shieh,Yuh-Pyng Ming Chuan Golden Finger 4.0:A Camera-Driven Intelligent Touchscreen … <\/p>\n

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