專長及研究領域

電機資訊工程、機器學習、訊號處理、資訊技術及系統整合。

學歷

美國俄亥俄州立大學 電機資訊博士

著作

期刊論文

• Yen-Lun Chen*, Yu-Ming Lu, and Chia-Yu Chang (2022). Development, Control Adjustment, and Gesture Recognition of a Quadrotor Helicopter, International Journal of Automation and Smart Technology, Volume 12, No. 1.
• 謝又芬，陳彥倫 (2020)。探索教師行政溝通滿意度之研究－以LINE為例。工業科技教育學刊。ISSN: 2707-8639 (PDF)。
• Zeyu Ding, Yanmei Chen, Yen-Lun Chen*, and Xinyu Wu (2017). Similar Hand Gesture Recognition by Automatically Extracting Distinctive Features. International Journal of Control, Automation and Systems.
• Yen-Lun Chen, Xinyu Wu, Teng Li, Jun Cheng, Yongsheng Ou, Mingliang Xu (2016). Dimensionality Reduction of Data Sequences for Human Activity Recognition. Neurocomputing.
• Huiwen Guo, Xinyu Wu, Shibo Cai, Nannan Li, Jun Cheng, Yen-Lun Chen (2016). Quaternion Discrete Cosine Transformation Signature Analysis in Crowd Scenes for Abnormal Event Detection. Neurocomputing.
• Dan Xu, Xinyu Wu, Yen-Lun Chen*, Yangsheng Xu (2015). Online Dynamic Gesture Recognition for Human Robot Interaction. Journal of Intelligent and Robotic Systems.
• Nannan Li, Xinyu Wu, Huiwen Guo, Dan Xu, Yongsheng Ou, Yen-Lun Chen (2015). Anomaly Detection in Video Surveillance via Gaussian Process. International Journal of Pattern Recognition and Artificial Intelligence.
• Y.-T. Huang, F.-T. Cheng, Y.-H. Shih, Y.-L. Chen (2014). Advanced ART2 Scheme for Enhancing Metrology-Data-Quality Evaluation. Journal of the Chinese Institute of Engineers.
• 婁定風，劉新嬌，徐浪，賴天樹，余道堅，焦懿，陳志粦，陳彥倫* (2014). 近紅外窄帶光照下不同水果背景中桔小實蠅的圖像分割。昆蟲學報， ISSN: 0454-6296。
• Long Han, Xinyu Wu, Yongsheng Ou, Y.-L. Chen, Chunjie Chen, Yangsheng Xu (2013). Household service robot with cellphone interface. International Journal of Information Acquisition.
• Y.-L. Chen, Jun Cheng, Chuan Lin, Xinyu Wu, Yongsheng Ou, Yangsheng Xu (2013). Classification-based learning by particle swarm optimization for wall-following robot navigation. Neurocomputing.
• Guogang Xiong, Jun Cheng, Xinyu Wu, Yen-Lun Chen, Yongsheng Ou, Yangsheng Xu (2012). An energy model approach to people counting for abnormal crowd behavior detection. Neurocomputing 83: 121-135.
• 婁定風，章桂明，焦懿，劉新嬌，陳志粦，李秋楓，鄧雷，周磊，陳彥倫* (2012)。基於形狀與紋理演算法的通用昆蟲圖像模式識別研究。植物檢疫。ISSN: 1005-2755。
• Yen-Lun Chen, Yuan F. Zheng, Yi Liu (2011). Margin and Domain Integrated Classification for Images. Int. J. Inf. Acquis. 8(1): 1-16.
• Yen-Lun Chen, Jonghoon Ryu, Oscar Y. Takeshita (2006). A simple coefficient test for cubic permutation polynomials over integer rings. IEEE Communications Letters 10(7): 549-551.

研討會論文

• Yen-Lun Chen (2022). An experimental analysis of Bayesian optimization to select machine learning models and hyperparameter values for gesture interaction. The 19th International Conference on Automation Technology (Automation 2022). MOST 111-2221-E-017-008.
• 許鶴籌，王裕宏，陳彥倫 (2022)。國中學生網路學習自我效能量表發展與初探。18th科技教育研究與發展學術研討會。
• 陳家逸，王裕宏，陳彥倫 (2022)。國小家長與自然科任教師進行親師溝通之探究—以高雄市某國小四年級家長為例。18th科技教育研究與發展學術研討會。
• 王櫻燕，陳彥倫 (2022)。運用平板教學融入國小六年級之音樂個案研究。18th科技教育研究與發展學術研討會。
• 黃自強，張家瑜，陳彥倫 (2021)。手勢辨識數據分析及其研究。17th科技教育研究與發展學術研討會。
• 高婕容，陳彥倫 (2021)。使用空拍機在海巡署勤務的成效調查研究-以海岸巡防署巡邏勤務為例。17th科技教育研究與發展學術研討會。
• Chia-Chun Tsai, Chih-Chia Kuo, and Yen-Lun Chen* (2020). 3D Hand Gesture Recognition for Drone Control in Unity. IEEE 16th International Conference on Automation Science and Engineering (CASE). MOST 108-2221-E-017-013- MY2.
• Chia-Yu Chang, Tzu-Chiang Huang, and Yen-Lun Chen* (2020). Translation and rotation data analysis of the hand movement in 3D coordinate system. The 17th International Conference on Automation Technology (Automation 2020). MOST 108-2221-E-017-013-MY2.
• 謝又芬，陳彥倫(2020)。使用通訊軟體探索教師行政溝通滿意度之研究。16th科技教育研究與發展學術研討會。
• 魯國興，陳彥倫(2020)。從傳統通信到 4G 行動通信對人們影響之研究。16th科技教育研究與發展學術研討會。
• 李珮麒，陳彥倫(2019)。美濃客家地區新住民女性資訊科技素養之研究。15th科技教育研究與發展學術研討會。
• 郭智嘉，陳彥倫(2019)。「使用Quizlet融入英文教學對於學生英文學習態度與興趣之量表」之設計與發展。15th科技教育研究與發展學術研討會。
• Yu-Ming Lu, Chih-Chia Kuo, and Yen-Lun Chen* (2018). Gesture Control of Quadcopter for a Stable Flight. IEEE International Conference on Robotics and Biomimetics (ROBIO), Kuala Lumpur, Malaysia. MOST 106-2221-E-017-005.
• Yu-Ming Lu, Chih-Chia Kuo, and Yen-Lun Chen* (2018). Gesture Recognition for Quadcopter Control. The 15th International Conference on Automation Technology (Automation 2018). MOST 106-2221-E-017-005.
• 李刷芳，張芙綸，陳彥倫(2017)。韓劇收視情況與消費行為之研究-高雄市國中生為例。13th科技教育研究與發展學術研討會。
• Yanmei Chen, Bing Luo, Yen-Lun Chen, Guoyuan Liang, Xinyu Wu (2015). A Real-time Dynamic Hand Gesture Recognition System using Kinect Sensor. IEEE International Conference on Robotics and Biomimetics (ROBIO).
• Haifei Huang, Huiwen Guo, Zeyu Ding, Yen-Lun Chen, Xinyu Wu (2015). 3D Virtual Modeling for Crowd Analysis. IEEE International Conference on Information and Automation (ICIA).
• Lixin Chen, Huiwen Guo, Min Wang, Yen-Lun Chen, Xinyu Wu (2015). Detecting Anomaly Using the Scene Modeling Based on Time Delayed Statistical Data. IEEE International Conference on Information and Automation (ICIA).
• Yanmei Chen, Zeyu Ding, Yen-Lun Chen, Xinyu Wu (2015). Rapid Recognition of Dynamic Hand Gestures using Leap Motion. IEEE International Conference on Information and Automation (ICIA).
• Zeyu Ding, Zexiong Zhang, Yanmei Chen, Yen-Lun Chen, Xinyu Wu (2015). A Real-time Dynamic Gesture Recognition Based on 3D Trajectories in Distinguishing Similar Gestures. IEEE International Conference on Information and Automation (ICIA).
• Haifei Huang, Nannan Li, Huiwen Guo, Yen-Lun Chen and Xinyu Wu (2015). Calibration of Non-overlapping Cameras Based on a Mobile Robot. IEEE International Conference on Information Science and Technology (ICIST).
• Lixin Chen, Huiwen Guo, Huan Wang, Yen-Lun Chen and Xinyu Wu (2015). The Visual Location of Workpiece Based on Hermite Interpolation and Mapping for Robot Arms. IEEE International Conference on Information Science and Technology (ICIST).
• Huiwen Guo, Xinyu Wu, Nannan Li, Huan Wang, Yen-Lun Chen (2014). Abnormal Event Detection in Crowd Scenes Using Quaternion Discrete Cosine Transformation Signature. IEEE International Conference on Security, Pattern Analysis, and Cybernetics (ICSPAC).
• Qianqian Wang, Yuan-Rong Xu, Xiao Bai, Dan Xu, Yen-Lun Chen*, Xinyu Wu (2014). Dynamic Gesture Recognition Using 3D Trajectory. IEEE International Conference on Information Science and Technology (ICIST).
• Qianqian Wang, Yuanrong Xu, Yen-Lun Chen*, Yong Wang, Xinyu Wu (2014). Dynamic Hand Gesture Early Recognition based on Hidden Semi-Markov Models. IEEE International Conference on Robotics and Biomimetics (ROBIO).
• Yuanrong Xu, Qianqian Wang, Xiao Bai, Yen-Lun Chen*, Xinyu Wu (2014). A novel feature extracting method for dynamic gesture recognition based on support vector machine. IEEE International Conference on Information and Automation (ICIA).
• Zhigang Guo, Nannan Li, Dan Xu, Y.-L. Chen*, Xinyu Wu, Zhiyong Gao(2013). A Novel Statistical Learning-Based Framework for Automatic Anomaly Detection and Localization in Crowds. IEEE International Conference on Robotics and Biomimetics (ROBIO).
• Dan Xu, Xinyu Wu, Dezhen Song, Nannan Li, and Y.-L. Chen (2013). Hierachical Activity Discovery within Spatio-Temporal Context for Video Anomaly Detection. IEEE International Conference on Image Processing (ICIP).
• Dan Xu, Y.-L. Chen, Xinyu Wu, Wei Feng, Huihuan Qian, Yangsheng Xu (2013). A novel hand posture recognition system based on sparse representation using color and depth images. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
• Pengfei Liu, Jianwei Sun, Ruiqing Fu, Y.-L. Chen, Wei Feng, Xinyu Wu (2013). A new path planning algorithm with uncertainty information of robot's initial position. IEEE International Conference on Information and Automation (ICIA).
• C. Wang, Xinyu Wu, N. Li, Y.-L. Chen (2012). Abnormality Detection based on Gait Analysis. IEEE World Congress on Intelligent Control and Automation (WCICA).
• Chuan Lin, Y.-L. Chen*, W. Hao, Xinyu Wu (2012). Occluded Object Grasping Based on Robot Stereo Vision. IEEE World Congress on Intelligent Control and Automation (WCICA).
• Dan Xu, Y.-L. Chen, Chuan Lin, Xin Kong, Xinyu Wu (2012). Real-time Dynamic Gesture Recognition System based on Depth Perception for Robot Navigation. IEEE International Conference on Robotics and Biomimetics (ROBIO).
• Xin Kong, Y.-L. Chen*, Wei Xie, Xinyu Wu (2012). A Novel Paddy Field Algorithm Based on Pattern Search Method. IEEE Intl. Conference on Information and Automation (ICIA).
• Guogang Xiong, Xinyu Wu, Jun Cheng, Yen-Lun Chen, Yongsheng Ou, Ying Liu (2011). Crowd density estimation based on image potential energy model. ROBIO 2011: 538-543.
• Dan Xu, Yen-Lun Chen, Xinyu Wu, Yongsheng Ou, Yangsheng Xu (2011). Integrated approach of skin-color detection and depth information for hand and face localization. ROBIO 2011: 952-956.
• Hao Li, Yen-Lun Chen, Tianhai Chang, Xinyu Wu, Yongsheng Ou, Yangsheng Xu (2011). Binocular vision positioning for robot grasping. ROBIO 2011: 1522-1527.
• Guogang Xiong, Xinyu Wu, Yen-Lun Chen and Yongsheng Ou (2011). Abnormal crowd behavior detection based on the energy model.IEEE International Conference on Information and Automation, 2011, pp. 495-500.
• Sheng Wang, Dawei Dai, Huijuan Hu, Yen-Lun Chen and Xinyu Wu (2011). RBF neural network parameters optimization based on paddy field algorithm.IEEE International Conference on Information and Automation, 2011, pp. 349-353.
• Yen-Lun Chen, Yuan F. Zheng (2009). Margin and domain integrated classification. ICIP 2009: 2061-2064.
• Yen-Lun Chen and Yuan F. Zheng (2007). Face recognition for target detection on PCA features with outlier information. 50th Midwest Symposium on Circuits and Systems, pp. 823-826.

專利

• 丁澤宇、黃海飛、陳彥倫、吳新宇、陳燕湄、張澤雄、梁國遠;手勢識別的方法及系統，中國發明專利2015103138569，授權2019.04.05。
• 陳燕湄、陳彥倫、吳新宇、丁澤宇、黃海飛; 手勢預判的方法及系統，中國發明專利2015103577547，授權2018.04.13。
• 陳彥倫、王倩倩、吳新宇、徐元榮、郭會文、徐旦;手勢預判方法和系統，中國發明專利2014107776687，授權2017.09.29。
• 陳彥倫、徐旦、趙鯤鵬、吳新宇、徐揚生；視頻監控方法及系統，中國發明專利201210370526X，授權2017.05.10。
• 吳新宇、熊國剛、陳彥倫、梁國遠、徐揚生；基於視頻流的人群數量估計、局部人群聚集狀態以及人群跑動狀態檢測方法，中國發明專利201110329227，授權2015.09.30。
• Yen-Lun Chen, Yumin Lee, and Shih-Kai Lee. "PAPR reduction method using bit reallocation." U.S. Patent No. 7,313,195. 25 Dec. 2007.
• 陳彥倫，李宇旼，李世凱；利用位元載置技術以降低峰均值比之方法，中華民國發明專利I220605，授權2004.08。