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機電控制組
簡伯霖Bo-Lin Jian
職  稱
教授
學  歷
國立成功大學航空太空工程學系 博士
信  箱
電  話
7254
研 究 室
工程館E309
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專長

自動化影像及視覺技術、資料探勘與機器學習、醫學影像與訊號處理、智慧型自動診斷專家系統、居家照護智慧型監控與感測系統

https://imes.issp-mes.org/index.html

教師留校時間
  星期一 星期二 星期三 星期四 星期五 星期六 星期日
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簡要經歷
  • 國立勤益科技大學-電機工程系-教授 2025.02~至今
  • 國立勤益科技大學-電機工程系-副教授 2022.02~2025.01
  • 國立勤益科技大學-電機工程系-助理教授 2020.08~2022.01
  • 國立勤益科技大學-電機工程系-助理教授(專案) 2019.02~2020.07
  • 筑波醫電股份有限公司-先進研發部-研究專員 2017.10~2019.01
     
學術專長
研究專長涵蓋自動化影像及視覺技術、精密量測、資訊技術及系統整合、系統工程、綠能裝置與系統控制技術。
研究領域
研究領域主要聚焦於智慧製造、影像處理與機器學習,致力於透過跨領域技術整合,開發創新解決方案,推動工業4.0的發展。
主要授課課程
電子實習、電路學、高等數位影像處理、高等人工智慧
 
著作發表

專書

[B1] 簡伯霖(2025 年1 月)。數位影像處理─使用Matlab與C++ / Python語言(ISBN:9789863784197)(1)。高立圖書有限公司。
期刊論文

Scopus(Click)

國科會研討會與期刊文章列表(請點我)

  • Bo-Lin Jian, Jia-Ming Zhou, Yi-Wei Lin, Wen-Lin Chu, Chao-Chung Peng (2026, Jul). Comprehensive quality improvement in schlieren technology using integrated hardware and deep learning approaches. Optics Communications, 608, 133058. NSTC 113-2221-E-167-017-MY2. 【本人為第一作者】.
  • Bo-Lin Jian, Chao-Chung Peng, Wen-Lin Chu (2026, Jan). Research on an adaptive robust ellipse fitting method integrating multiple weight strategies. Signal Processing: Image Communication, 140, 117425. 【本人為第一作者】.
  • Chao-Chung Peng, Bo-Lin Jian, Chun-Chia Chen, Wen-Lin Chu (2025, Dec). Development and validation of the continuous region segmentation method for low-light rescue operations. Journal of Mechanical Science and Technology, 39(12), 7839-7848.
  • Chieh-Li Chen, Heng-Lin Yao, Bo-Lin Jian (2025, Dec). Discrete Wavelet Transform Sampling for Image Super Resolution. Applied Artificial Intelligence, 39(1), 2449296. 【本人為通訊作者】.
  • Wen-Lin Chu, Jun-Ye Luo, Bo-Lin Jian (2025, Dec). A Novel Approach for Temperature-Sensitive Point Selection and Thermal Error Modeling in CNC Lathing. International Journal of Precision Engineering and Manufacturing, 26(12), 3137-3152. 【本人為通訊作者】.
  • Bo-Lin Jian, Hong-Li Chang, Chieh-Li Chen (2025, Feb). Enhanced U-Net with Multi-Module Integration for High-Exposure-Difference Image Restoration. Sensors, 25(4), 1105. 【本人為第一作者】. Free Article Processing Charges (APCs).
  • Wen-Lin Chu, Jia-Ming Zhou, Bo-Lin Jian (2025, Jan). Leveraging Dynamic Color Schlieren Imaging for Enhanced Airflow Velocity Prediction. IEEE Sensors Journal, 25(2), 2341-2351. NSTC 113-2221-E-167-017-MY2. 【本人為通訊作者】.
  • Wen-Lin Chu, Qun-Wei Chang, Bo-Lin Jian (2024, Dec). Unsupervised Anomaly Detection in the Textile Texture Database. Microsystem Technologies, 30(12), 1609-1621. 【本人為通訊作者】.
  • Bo-Lin Jian, Jia-Ming Zhou (2024, Feb). A Study on Establishing a Dynamic Color Schlieren System to Observe Airflow and Predict Temperature Changes. IEEE Transactions on Computational Imaging, 10, 291-303. NSTC 111-2221-E-167-026. 【本人為第一作者、通訊作者】.
  • Chi-Yuan Lin, Shu-Cing Wu, Chi-Hsien Hu, Bo-Lin Jian (2023, Dec). Spindle Thermal Error Prediction Based on Back Propagation Neural Network and Hybrid Taguchi Genetic Algorithm for a Computer Numerical Control Machine Tool. Sensors and Materials, 35(12), 4397-4415. 【本人為通訊作者】.
  • Bo-Lin Jian, Ching-Che Tu (2023, Nov). Multi-level Optimal Fusion Algorithm for Infrared and Visible Image. Signal, Image and Video Processing, 17(8), 4209-4217. 【本人為第一作者、通訊作者】.
  • Bo-Lin Jian, Chia-Chuan Liu, Hao-Yang Lin, Her-Terng Yau (2022, Nov). The simulation and design of an ultrasonic vibrator using coolant through the spindle structure. International Journal of Advanced Manufacturing Technology, 123(5-6), 1925-1943. 【本人為第一作者】.
  • Jun-Ye Luo, Bo-Lin Jian (2022, Sep). Establishment of Low-Cost and Stable Prediction Modals Applied for Thermal Displacements in Three Axes. IEEE Sensors Journal, 22(17), 17031-17042. 【本人為通訊作者】.
  • Wen-Lin Chu, Chun-Chia Chen, Bo-Lin Jian (2022, Sep). Analyze the thermal dynamic images during the processing based on the causation system. Journal of Mechanical Science and Technology, 36(9), 4815-4824. 【本人為通訊作者】.
  • Bo-Lin Jian, Chin-Tsung Hsieh, Yu-Syong Guo (2021, Jun). Intelligent integrated monitoring system for lathe equipment. Journal of Low Frequency Noise Vibration and Active Control, 40(2), 978-992. 【本人為第一作者】.
  • Bo-Lin Jian, Chi-Shiuan Tsai, Ying-Che Kuo, Yu-Sying Guo (2021, Mar). An image vision and automatic calibration system for universal robots. Journal of Low Frequency Noise Vibration and Active Control, 40(1), 347-366. 【本人為第一作者】.
  • Bo-Lin Jian, Li-Ming Chu, Yuh-Ping Chang, Cai-Wan Chang-Jian (2021, Mar). Nonlinear dynamic analysis of gear-rotor-bearing system equipped with HSFD under hydraulic actuator active control. Journal of Low Frequency Noise Vibration and Active Control, 40(1), 195-216. 【本人為第一作者】.
  • Bo-Lin Jian, Xiao-Yi Su, Her-Terng Yau (2021, Mar). Bearing Fault Diagnosis Based on Chaotic Dynamic Errors in Key Components. IEEE Access, 9, 53509 - 53517. 【本人為第一作者】.
  • Bo-Lin Jian, Jui-Pin Hung, Cheng-Chi Wang, and Chun-Chang Liu (2020, Dec). Deep Learning Model for Determining Defects of Vision Inspection Machine Using Only a Few Samples. Sensors and Materials, 32(12), 4217-4231. 【本人為第一作者】.
  • Bo-Lin Jian, Kuan-Ting Yu, Xiao-Yi Su, Her-Terng Yau (2020, Nov). An Automatic Intelligent Diagnostic Mechanism for the Milling Cutter Wear. IEEE Access, 8, 199359 - 199368. 【本人為第一作者】.
  • Bo-Lin Jian, Min-Wei Huang, Shin-Hsiung Lee, Her-Terng Yau (2020, Nov). Analysis of the correlation between infrared thermal sequence images of nostril area and respiratory rate. IET Image Processing, 14(13), 3089 - 3094. 【本人為第一作者】.
  • Bo-Lin Jian, Cheng-Chi Wang, Her-Terng Yau, Li-Wei Wu, An-Hong Tian (2020, Mar). Optimization of Lathe Cutting Parameters Using Taguchi Method and Grey Relational Analysis. Sensors and Materials, 32(3), 843-858. 【本人為第一作者】.
  • Bo-Lin Jian, Wen-Lin Chu, Yu-Chung Li, Her-Terng Yau (2020, Mar). Multifocus Image Fusion Using a Sparse and Low-Rank Matrix Decomposition for Aviator’s Night Vision Goggle. Applied Sciences-Basel, 10(6), 2178. 【本人為第一作者】.
  • Chih-Jer Lin, Xiao-Yi Su, Chi-Hsien Hu, Bo-Lin Jian, Li-Wei Wu, Her-Terng Yau (2020, Feb). A Linear Regression Thermal Displacement Lathe Spindle Model. Energies, 13(4), 949.
  • Chih-Jer Lin, Xiao-Yi Su, Kuan-Ting Yu, Bo-Lin Jian, Her-Terng Yau (2020, Feb). Inspection on Ball Bearing Malfunction by Chen-Lee Chaos System. IEEE Access, 8, 28267 - 28275.
  • Bo-Lin Jian, Cai-Wan Chang-Jian, Yu-Syong Guo, Kuan-Ting Yu, Her-Terng Yau (2020, Jan). Optimizing Back Propagation Neural Network Parameters to Judge Fault Types of Ball Bearings. Sensors and Materials, 32(1), 417–430. 【本人為第一作者】.
  • Bo-Lin Jian, Yu-Syong Guo, Chi-Hsien Hu, Li-Wei Wu, Her-Herng Yau (2020, Jan). Prediction of Spindle Thermal Deformation and Displacement Using Back Propagation Neural Network . Sensors and Materials, 32(1), 431–445. 【本人為第一作者】.
  • Bo-Lin Jian, Cheng-Chi Wang, Chin-Tsung Hsieh, Ying-Piao Kuo, Mao-Chin Houng, Her-Terng Yau (2019, Oct). Predicting spindle displacement caused by heat using the general regression neural network. International Journal of Advanced Manufacturing Technology, 104(9-12), 4665-4674. 【本人為第一作者】.
  • Bo-Lin Jian, Chieh-Li Chen, Chih-Jer Lin, Her-Terng Yau (2019, Jul). Optimization Method of IR Thermography Facial Image Registration. IEEE Access, 7, 93501-93510. 【本人為第一作者】.
  • Wen-Lin Chu, Min-Wei Huang, Bo-Lin Jian, Kuo-Sheng Cheng (2019, Jun). Brain Structural Magnetic Resonance Imaging for Joint Independent Component Analysis in Schizophrenic Patients. Current Medical Imaging, 15(5), 471-478.
  • Bo-Lin Jian, Cheng-Chi Wang, Jin-Yu Chang, Xiao-Yi Su, Her-Terng Yau (2019, May). Machine Tool Chatter Identification Based on Dynamic Errors of Different Self-synchronized Chaotic Systems of Various Fractional Orders. IEEE Access, 7 ,67278-67286. 【本人為第一作者】.
  • Bo-Lin Jian, Chieh-Li Chen, Min-Wei Huang, Her-Terng Yau (2019, Apr). Emotion-Specific Facial Activation Maps Based on Infrared Thermal Image Sequences. IEEE Access , 7, 48046-48052. 【本人為第一作者】.
  • Wen-Lin Chu, Min-Wei Huang, Bo-Lin Jian, Kuo-Sheng Cheng (2017, Sep). Analysis of EEG entropy during visual evocation of emotion in schizophrenia. Annals of General Psychiatry, 16(1), 34.
  • Bo-Lin Jian, Chao-Chung Peng (2017, Jun). Development of an Automatic Testing Platform for Aviator's Night Vision Goggle Honeycomb Defect Inspection. Sensors, 17(6), 1403. 【本人為第一作者】.
  • Bo-Lin Jian, Chieh-Li Chen, Wen-Lin Chu, Min-Wei Huang (2017, Jun). The Facial Expression of Schizophrenic Patients Applied with Infrared Thermal Facial Image Sequence. BMC Psychiatry, 17(1), 229. 【本人為第一作者】.
  • Wen-Lin Chu, Min-Wei Huang, Bo-Lin Jian, Chih-Yao Hsu, Kuo-Sheng Cheng (2016, Sep). A Correlative Classification Study of Schizophrenic Patients with Results of Clinical Evaluation and Structural Magnetic Resonance Images. Behavioural Neurology, 2016, 11.
  • Chieh-Li Chen, Bo-Lin Jian (2015, Mar). Infrared thermal facial image sequence registration analysis and verification. Infrared Physics & Technology, 69, 1-6. 【本人為通訊作者】.
  • Chung-Feng Jeffrey Kuo, Chih-Yuan Kao, Bo-Lin Jian, Chun-Ping Tung (2012, Dec). Automatic machine embroidery image color analysis system, part III: Integration of machine embroidery image color analysis system. Textile Research Journal, 82(20), 2090-2098.
  • Chung-Feng Jeffrey Kuo, Bo-Lin Jian, Chun-Ping Tung, Han-Cheng Wu (2012, Jul). Automatic machine embroidery image color analysis system, part II: Application of the genetic algorithm in search of a repetitive pattern image. Textile Research Journal, 82(11), 1099-1106.
  • Chung-Feng Jeffrey Kuo, Bo-Lin Jian, Han-Cheng Wu, Kai-Ching Peng (2012, Feb). Automatic machine embroidery image color analysis system. Part I: Using Gustafson-Kessel clustering algorithm in embroidery fabric color separation. Textile Research Journal, 82(6), 571-583.
研討會論文
計畫與產學合作

國科會系統計畫列表(請點我)

主持計畫 (國科會)

 

計畫期間 計畫名稱
2025.08–2028.07 基於精密紋影系統之模擬海陸風力發電機群組智慧監控與尾流優化技術研究(優秀青年學者計畫)
2024.08–2026.07 建置精密紋影光學系統於非接觸式微小污染物懸浮捕獲技術與動態分析之應用
2023.08–2024.07 探討氣流對流與溫度異質彩色影像之相互因果並以自動編碼器開發新型融合與除霧技術
2022.08–2023.07 基於粒子背景導向彩色紋影系統探討口罩對於呼吸氣流之即時視覺化研究
2021.08–2022.07 基於動態多模態影像之最佳化融合技術研究
2020.08–2021.07 基於動態熱影像即時成像系統之智慧演算法於銑床精準識別
2019.11–2021.01 基於UR機械手臂與球形數控車床之自動上下料系統
2019.07–2020.06 基於智慧型影像檢測技術建置自動化夜視鏡檢測系統

 

共同主持計畫 (國科會)

 

計畫期間 計畫名稱
2021.08–2022.07 基於李奧維指數與機器學習之磨削異常診斷及修砂監測系統之開發
2019.12–2020.12 基於深度學習與雲端安全之智能化產線技術開發-以氣動夾爪產線為例-基於深度學習與雲端安全之智能化產線技術開發-以氣動夾爪產線為例(2/3)
2019.08–2020.10 國產車床工具機主軸周邊智能化機能技術開發-國產車床工具機主軸周邊智能化機能技術開發(II)(2/2)
2018.12–2019.12 基於深度學習與雲端安全之智能化產線技術開發-以氣動夾爪產線為例-基於深度學習與雲端安全之智能化產線技術開發-以氣動夾爪產線為例(1/3)
2018.08–2019.07 國產車床工具機主軸周邊智能化機能技術開發-國產車床工具機主軸周邊智能化機能技術開發(II)(1/2)

 

主持產學計畫

計畫期間 計畫名稱
2019.02-2020.01 針對大數據資料分析與處理計畫
2019.02-2020.01 光學鏡面瑕疵檢測系統之開發計畫
2019.02-2021.01 自動化影像對焦系統整合計畫
2019.02-2021.01 室內定位導航系統之開發
2019.12-2020.11 全檢機自動化影像辨識整合系統計畫
2021.05-2022.01 基於深度學習的輕量化模型設計研發案
2021.05-2021.07 紋影影像的自動化標記系統
2022.02-2023.01 輕量化深度模型建立與應用
2023.10-2024.09 導入及時快速頻譜分析產品開發
2023.10-2024.09 串接電腦與感測器之即時性研究
2024.03-2025.08 研究量化三維振動訊號來評估振動類型
2024.10-2025.09 基於時域與頻域下開發即時精密微小振動辨識
2024.10-2025.02 台灣三菱電機OJT教育訓練
2025.04-2026.12 工業物聯網下的輕量化深度學習模型優化與部署
2026.01-2026.12 整合大型語言模型與檢索增強生成之振動檢測知識管理平台開發
專利及技術移轉
專利類別 專利名稱 專利國家 專利號碼 專利發明人 專利權人
發明專利 利用壓縮感知的資料還原方法以及電腦程式產品 中華民國 I686772 潘犀靈、簡伯霖、薩戶 國立清華大學、筑波醫電股份有限公司
發明專利 DATA RESTORING METHOD USING COMPRESSED SENSING AND COMPUTER PROGRAM PRODUCT 美國 US 2020-0302581 A1 潘犀靈、簡伯霖、薩戶 國立清華大學、筑波醫電股份有限公司
其他