研究成果
Achievements
Publications
• Wei-Yu Chen, Peggy Joy Lu* and Vincent S. Tseng, “Federated Contrastive Domain Adaptation for Category-inconsistent Object Detection”, IEEE International Conference on Visual Communication and Image Processing (VCIP), 2024
• Peggy Joy Lu , “Privacy-preserving Object Detection for IoT Surveillance System” (Best Presentation Award) , Blockchain and Internet of Things Conference (BIOTC), 2024.
• Peggy Joy Lu , Chia-Yung Jui and Jen-Hui Chuang, “A Privacy-Preserving Approach for Multi-Source Domain Adaptive Object Detection”, IEEE International Conference on Image Processing (ICIP) , 2023.
• Peggy Joy Lu , Chia-Yung Jui and Jen-Hui Chuang, “FedDAD: Federated Domain Adaptation for Object Detection“, IEEE Access, Vol 11, 2023, pp. 51320-51330.
• Peggy Joy Lu and Jen-Hui Chuang, “Communication-efficient Multi-source Domain Adaptive Object Detection under Privacy Constraints”, International Workshop on Computer Science and Engineering (WCSE), 2023.
• Peggy Joy Lu , Chia-Yung Jui and Jen-Hui Chuang, “Federated Multi-source Domain Adaptive Object Detection with Probabilistic Teacher” (Best Student Paper Award) , International Conference on Industrial Application Engineering (ICIAE), 2023.
• 盧沛怡 , “基於風格轉換建置之領域自適性物件偵測模型於紅外線影像之應用”, ITAOI, 2023
• Peggy Joy Lu and Jen-Hui Chuang, “Fusion of Multi-Intensity Image for Deep Learning-Based Human and Face Detection“, IEEE Access , Vol. 10, 2022, pp. 8816-8823.
• Peggy Joy Lu and Jen-Hui Chuang, “Fourier domain adaptation for nighttime pedestrian detection using Faster R-CNN”, In: Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS) , 2022.
• Lo-Yao Yeh, Peggy Joy Lu , Szu-Hao Huang, Jiun-Long Huang, “SOChain: A privacy-preserving DDoS data exchange service over SOC consortium blockchain“, IEEE Transactions on Engineering Management (TEM) , 2020, 67.4: 1487-1500.
• Wei-Yu Chen, Peggy Joy Lu and Steven Shiau, “IPGOD: An Integrated Visualization Platform Based on Big Data Mining and Cloud Computing”, In: Proceedings of the International Conference on Big Data and Computing. 2019. p. 11-16.
• Peggy Joy Lu , Lo-Yao Yeh and Jiun-Long Huang, “A privacy-preserving cross-organizational authentication/authorization/accounting system using blockchain technology”, In: IEEE International Conference on Communications (ICC) . IEEE, 2018. p. 1-6.
• Lo-Yao Yeh, Peggy Joy Lu and Jen-Wei Hu, “NCHC blockchain construction platform (NBCP): rapidly constructing blockchain nodes around Taiwan”, In: 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL). IEEE, 2017. p. 1-2.
• Peggy Joy Lu , Jen-Hui Chuang and Horng-Horng Lin, “Intelligent nighttime video surveillance using multi-intensity infrared illuminator” (Award: Certificate of Merit for International Conference on Signal Processing and Imaging Engineering) , In: Proceedings of the World Congress on Engineering and Computer Science. 2011. p. 19-21.
• Peggy Joy Lu , Jen-Hui Chuang, and Horng-Horng Lin, “Nighttime Human Detection Using a New Multi-Intensity Infrared Illuminator”, In: Proceedings of the CVGIP, 2011.
Patents
US
• Method of Synchronous Deletion for Distributed Storage System, Lo-Yao Yeh, Peggy Joy Lu , Chia-Hsien Hung 美國, US11416449, 發照日期 2022年8月16日
• Portable Biological Microscopic Image Analysis System, Chih-Hsieh Chiu, Chia-Yung Jui, Shu-Hui Hung, Peggy Joy Lu 美國, US11328419, 發照日期 2022年5月10日
TW
• 多攝影機領域自適性物件偵測系統及其偵測方法, 盧沛怡 、莊仁輝 中華民國, 發照日期 2024年2月1日
• 咳聲辨識方法及其系統, 盧沛怡 、洪淑惠、芮嘉勇、郭漢彬、洪宗杰 中華民國, TWI798111, 發照日期 2023年4月1日
• 分散式儲存系統之同步刪除方法, 葉羅堯、 盧沛怡 、洪淑惠、芮嘉勇、郭漢彬、洪宗杰 中華民國, TWI798111, 發照日期 2023年4月1日
• 一種可攜式生物顯微影像分析系統, 邱智賢，芮嘉勇，洪淑惠， 盧沛怡 中華民國, TWM592975, 發照日期 2020年4月1日