English version

 

陸敬互 Ching-Hu Lu
 
 
教授
Professor
組別(Group)
系統工程
電子郵件(E-mail)
jhluh@mail.ntust.edu.tw 辦公室(Office) EE-607
電話(Phone)
ext. 6988
傳真(FAX)
(02) 27376988
實驗室(LAB)
IoT Smart Living Lab,物聯網智慧生活實驗室,(EE-B02)Phone:02-27333141 ext.7717
個人網頁(HomePage)
https://sites.google.com/site/iotsmartliving/home

Office Hour
詳見電機系首頁/教學支援
留言板(Bulletin)
 
Course 課程

微算機概論 (大二必修)
微算機概論實習
微算機應用 (大二選修)
微算機應用實習
物聯網系統應用與設計實務 (研究所或大四)



 
Education & Experience 學經歷

博士:國立台灣大學資訊工程研究所
元智大學 資訊傳播學系, 助理教授
元智大學 大數據與數位匯流創新中心, 物聯網計畫共同主持人
Intel-NTU Connected Context Computer Center, M2M節能計畫共同主持人
台大智慧生活科技整合與創新研究中心, 博士後研究

個人榮譽事項與學術服務
 03/2022:台灣雲端計算學會-最佳期刊論文獎 here。
 12/2021:110學年度學術研究類優良研究獎。
 11/2021:2020年度計畫獲得科技部控制學門之成果簡報特優獎。
 07/2021:臺灣科技大學 109學年度教學優良獎。
 12/2020: 榮獲The 2020 (25th) International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2020) 的 Best Paper Award (2nd Place)。
 12/2020: 榮獲TAAI 2020研討會Thesis Award的Best Poster。

 06/2020: 榮獲台科大108學年度優良輔導老師。
 05/2020: 榮獲教育部5G寬頻計畫--深度學習課程模組之『最優成果影片獎』。
 12/2019:榮獲The 2019 (24th) International Conference on Technologies and Applications of Artificial Intelligence的 Excellent Paper Award。
 11/2019:2018年度計畫獲得科技部控制學門之成果簡報優良獎。
 06/2019:榮獲「DLT2019 數位生活科技研討會」之『最佳論文獎』。
 02/2019:107學年度 最佳專題競賽第四名。
 05/2019:trackchair of IEEE ICCE-TW 2019 (The International Conference on Consumer Electronics-Taiwan)。
 08/2019:program committee of TAAI (The 2019 Conference on Technologies and Applications of Artificial Intelligence), Taiwan。
 12/2018:所指導學生獲得臺灣科技大學 最佳專題獎。
 05/2018:IEEE International Conference on Applied System Innovation (IEEE ICASI 2018) Best paper award。
 12/2017:臺灣科技大學 教學傑出獎。
 12/2017:2017 TAAI研討會最佳論文獎 (domestic track)。
 12/2017:晉升IEEE senior member
 11/2017:International Automatic Control Conference擔任Local Arrangements Chair。
 11/2017:International Conference on Fuzzy Theory and Its Applications擔任Local Arrangements Chair。
 09/2017:IINTEC'17 (2017 International Conference on Internet of Things, Embedded Systems and Communications)擔任TPC member。
 08/2017:Program Committee of TAAI 2017。
 08/2017:第十三屆無線、隨意及感測網路研討會(WASN & MC) 研討會擔任Local Chair與科技部海報評審。
 05/2017:session chair of IEEE ICASI 2017, Japan。
 05/2017:trackchair of IEEE ICCE-TW 2017, Taiwan。
 08/2016:program committee of TAAI 2016,Taiwan。
 08/2015:program committee of TAAI 2015,Taiwan。
 03/2015:TPC and the trackchair of IEEE ICCE-Taiwan 2015。
 08/2014:domestic program committee of TAAI 2014,Taiwan。
 03/2014:TPC and the trackchair of IEEE ICCE-Taiwan 2014。

實驗室榮譽事項
 06/2021:指導學生獲得斐陶斐榮譽會員的資格。
 03/2021:指導學生獲得台科大電資學院之傑出青年。
 02/2021:指導學生獲得109學年度 最佳專題競賽佳作。
 01/2020: 指導學生獲得台科大電資學院之傑出青年。
 09/2019:指導學生參加「AIoT Developer InnorWorks 研華物聯網開發者競賽」,榮獲台灣區決賽『Sliver Award』銀質獎。
 05/2018:指導學生通過大專學生研究計畫。
 05/2018:指導學生獲得第十八屆旺宏金矽獎應用組優勝獎。
 01/2018:指導專題生榮獲106 學年度電機工程系實務專題成果展示暨最佳專題競賽--第一名。
 12/2017: 指導學生獲得「2017全國工業4.0專題機聯網競賽」第二名。
 11/2017: 指導學生獲得科技部「科技大擂台 與AI對話」比賽第二名。
 06/2017: 所指導學生獲得2017 ACM KDD Cup(ACM大數據分析的全球競賽)第二賽季的全球第四名(共3582隊)。
 05/2016: 指導學生獲得「2016全國開放式硬體與物聯網應用創意競賽(Open hardware and IoT Innovation)」大專組第一名。
 12/2016: 指導學生獲得第一屆北區兩校機械(電)工程學系專題製作競賽 第二名。

*期刊著作最新著作下載(lastest publication) 更新日期:2022/06/7

----最新著作--------------------------------------------------------------------------------------------------------------------
1. B.-Y. Wu and C.-H. Lu (2022, Mar). Pure Frequency-Domain Deep Neural Network for IoT-enabled Smart Cameras. IEEE Internet of Things Journal, 1-22. MOST 109-2221-E-011-103-NY2. 本人為通訊作者. SCI, impact factor: 7.691; ranked 11/162 Q1 in “computer science, information systems” and ranked 8/91 Q1 in “Telecommunication”.
2. C.-H. Lu and G.-Y. Fan (2022, Mar). Environment-aware Dense Video Captioning for IoT-enabled Edge Cameras. IEEE Internet of Things Journal, PP,4554-4564. MOST 109-2221-E-011-103-MY2. 本人為第一作者、通訊作者. SCI, impact factor: 7.691; ranked 11/162 Q1 in “computer science, information
systems” and ranked 8/91 Q1 in “Telecommunication”.
3. C.-H. Lu and H.-C. Ku (2021, Aug). Goal-driven and Elite-based Anthropomorphic Learning for IoT-enabled Wide-area Monitoring. IEEE Transactions on Emerging Topics in Computing, P99, 1-14. (Accepted). MOST 109-2221-E-011-103-MY2. 本人為第一作者、通訊作者. (SCI, impact factor:
7.691; ranked 11/162 Q1 in “computer science, information systems” and ranked 8/91 Q1 in “Telecommunication”).
4. C.-H. Lu and C.-R. Chen (2021, Mar). IoT-enabled Streaming-image Analytics with Privacy-aware Self-adaptive and Reflective Designs. IEEE Systems Journal,1214-1223. (SCI). MOST 108-2221-E-011-158. 本人為第一作者、通訊作者. SCI, impact factor: 4.463, 5-Year Impact Factor: 4.366; ranked 15/155 Q1 in “computer science, information systems” and ranked 44/266 Q1 in “Electrical and Electronic Engineering”.
5. C.-H. Lu and X.-Z. Lin (2021, Mar). Towards Direct Edge-to-edge Transfer Learning for IoT-enabled Edge Cameras. IEEE Internet of Things Journal, 4931-4943. (SCI). MOST 109-2221-E-011-103-MY2. 本人為第一作者、通訊作者. SCI, impact factor: 9.936, 5-Year Impact Factor: 11.705; ranked 3/155 Q1 in
“computer science, information systems” and ranked 9/266 Q1 in “Engineering, Electrical and Electronic”.

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1. C.-H. Lu (2020, Aug). Context-aware Service Provisioning via Agentized and Reconfigurable Multi-model Cooperation for Real-life IoT-enabled Smart Home Systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2914-2925. (SCI). MOST 107-2221-E-011-131. 本人為第一作者、通訊作者. SCI, impact factor: 9.309, rank: 2/22 Q1 in “COMPUTER SCIENCE and CYBERNETICS”; rank:2/63 Q1 in “AUTOMATION & CONTROL SYSTEMS”).
2. C.-H. Lu and B.-E. Shao (2020, Jun). Environment-aware Multi-Scene Image
Enhancement for IoT-enabled Edge Cameras. IEEE Systems Journal, 1-11. (SCI). MOST 108-2221-E-011-158. 本人為第一作者、通訊作者. SCI, impact factor: 4.463, 5-Year Impact Factor: 4.366; ranked 15/155 Q1 in “computer science, information systems” and ranked 44/266 Q1 in “Electrical and Electronic Engineering”.
3. C.-H. Lu, J.-W. Wang, and C.-H. Teng (2020, Jun). Modularized Multi-stage Binarized Deep-Model Compression for Leveraging Edge Intelligence. IEEE Sensors Journal, 1-10. MOST 108-2221-E-011-158. 本人為第一作者、通訊作 者. SCI, impact factor: 3.076, 5-Year Impact Factor: 3.115; ranked 13/61 Q1 in “computer science, information systems” "Instrument and Instrumentation ”.
4. C.-H. Lu and C.-R. Chen (2020, Apr). IoT-enabled Streaming-image Analytics with Privacy-aware Self-adaptive and Reflective Designs. IEEE Systems Journal,
1-11. (SCI). MOST 108-2221-E-011-158. 本人為第一作者、通訊作者. SCI,
impact factor: 4.463, 5-Year Impact Factor: 4.366; ranked 15/155 Q1 in “computer science, information systems” and ranked 44/266 Q1 in “Electrical and Electronic Engineering”.
5. C.-H. Lu, C.-H. Liu, and Z.-H. Chen (2020, Mar). Secure and Efficient Firmware Update for Increasing IoT-enabled Smart Devices. Journal of Ambient Intelligence and Humanized Computing. (Accepted). (SCI). MOST 108-2221-E-
011-158. 本人為第一作者、通訊作者. SCI, impact factor: 1.910, 5-Year Impact
Factor: 1.598; ranked 76/134 Q3 in “computer science, information systems” and ranked 88/155 Q3 in “computer science, artificial intelligence”.
6. C.-H. Lu , C.-H. Yu (2019, Dec). Online Data Stream Analytics for Dynamic

Environments using Self-Regularized Learning Framework. IEEE Systems Journal, 3697-3707. (SCI). MOST 107-2221-E-011-131. 本人為第一作者、通訊 作者. SCI, impact factor: 4.463, 5-Year Impact Factor: 4.366; ranked 15/155 Q1 in “computer science, information systems” and ranked 44/266 Q1 in “Electrical and Electronic Engineering”.
7. C.-H. Lu, C.-E. Tsai (2019, Dec). IoT-enabled Cross-Field and Reconfigurable
Service Provisioning with User-centered Design. IEEE Systems Journal, 4072-
4080. (SCI). MOST 107-2221-E-011-131. 本人為第一作者、通訊作者. SCI, impact factor: 4.463, 5-Year Impact Factor: 4.366; ranked 15/155 Q1 in “computer science, information systems” and ranked 44/266 Q1 in “Electrical and Electronic Engineering”.
8. Zhi-Hong Chen, Han-De Lu, Ching-Hu Lu (2019, Mar). The Effects of Human Factors on the Use of Avatars in Game-based Learning: Customization vs. Non- customization. International Journal of Human–Computer Interaction, 384-394. SCI Five Year Impact Factor: 1.905.
9. C.-H. Lu (2018, Aug). IoT-enabled Adaptive Context-aware and Playful Cyber- Physical System for Everyday Energy Savings. IEEE Transactions on Human-
Machine Systems, 380-391. (SCI). MOST 106-2221-E-011-029. 本人為第一作
者、通訊作者. SCI, impact factor: 3.332, ranked 6/23 Q2 in “computer science &
cybernetics” and 40/134 Q2 in “computer science, artificial intelligence” .
10. A. T. Liem, I.-S. Hwang, A. Nikoukar, C.-Z. Yang, M. S. Ab-Rahman, C.-H. Lu (2018, Mar). P2P Live-Streaming Application-aware Architecture for QoS Enhancement in the EPON. IEEE Systems Journal, 648-658. (SCI). SCI, impact factor: 4.463, 5-Year Impact Factor: 4.366; ranked 15/155 Q1 in “computer science, information systems” and ranked 44/266 Q1 in “Electrical and Electronic Engineering”.
11. C.-H. Lu, C.-L. Wu, M.-Y. Weng, W.-C. Chen, L.-C. Fu (2017, Jul). Context- Aware Energy Saving System with Multiple Comfort-Constrained Optimization in M2M-based Home Environment. IEEE Transactions on Automation Science
and Engineering, 1400 - 1414. (SCI). MOST 103-2221-E-011-179. 本人為第一
作者. SCI, impact factor: 5.224 , 5-Year Impact Factor: 5.293, rank: 9/62 Q1 in
"AUTOMATION & CONTROL SYSTEMS".
12. I-S., J.-Y. Lee, C.-H. Lu, M. S. Ab-Rahman, A. T. Liem (2017, Jun). Hybrid Uplink Traffic Scheduling Algorithms in FMC Networks: A Comparative Study of Performance. Journal of Internet Technology, 521-531.
13. Y.-T. Chiang, C.-H. Lu*, and Y.-J. Hsu (2017, Jun). A Feature-based Knowledge Transfer Framework for Cross-environment Activity Recognition towards Smart Home Applications. IEEE Transactions on Human-Machine Systems (retitled

from IEEE Transactions on Systems, Man, and Cybernetics, Part C:
Applications and Reviews since 2013). (SCI). MOST 105-2221-E-011-087. 本人 為通訊作者.
14. I.-S. Hwang*, T.-J. Yeh, B.-J. Hwang, C.-H. Lu, and J.-Y. Lee (2015, Dec).
Synchronous Interleaved DBA for QoS over GPON-LTE Converged Network.
Journal of Internet Technology, 1259-1270.
15. C.-H. Lu and Y.-T. Chiang (2014, Sep). Interaction-enabled Multi-user Model Learning for a Home Environment using Ambient Sensors. International Journal of Intelligent Systems, 1015-1046. (SCI). MOST 103-2221-E-155-036. 本人為第 一作者、通訊作者. SCI, impact factor: 7.229, 5-Year Impact Factor: 5.861 Q1 ranked 8/134 in “computer science & artificial intelligence”.
16. I.-S. Hwang, A. Nikoukar, K.-C. Chen, A. T. Liem, C.-H. Lu (2014, Aug). QoS Enhancement on Live IPTV Using An Extended Real Time Streaming Protocol in Ethernet Passive Optical Network. Journal of Optical Communications and Networking (JOCN), 695-704. (SCI).
17. C.-H. Lu, C.-L. Wu, T.-H. Yang, H.-W. Yeh, M.-Y. Weng, L.-C. Fu* and T.-Y. Tai
(2013, Dec). Energy-Responsive Aggregate Context for Energy Saving in a Multi-Resident Environment. IEEE Transactions on Automation Science and Engineering (IEEE T-ASE). NSC 102-2221-E-155-073. 本人為第一作者.
18. C.-H. Lu, Y.-C. Ho, I.-H. Chen and L.-C. Fu (2013, Sep). Hybrid User-Assisted Incremental Model Adaptation for Activity Recognition in a Dynamic Smart- Home Environment. IEEE Transactions on Human-Machine Systems (retitled from IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews since 2013), 421-436. (SCI, 17/115 Q1 in "computer science, artificial intelligence" ). NSC 101-2221-E-155-063. 本人為第一作者.
19. Z.-H. Chen, C.-H. Lu, C.-Y. Chou, L.-C. Chen, C.-W. Chiang and C.-F. Wan (2013, Jul). My-Investment: Using Digital Games to Help Children Learn Financial Management. Research and Practice in Technology Enhanced Learning, 277-290.
20. L.-C. Fu, C.-H. Lu and C.-L. Wu (2013, Mar). M-CHESS: 植基於M2M架構且
情境感知的居家智慧節能系統. 電機月刊 , 70-79. (其它).
21. Y.-L. Chiao, C.-H. Lu and P.-L. Liu (2012, Sep). First come, first served: Enhancing the convenience store service experience. International Journal of Automation and Smart Technology (AUSMT), 241-252. (其它). 本人為通訊作 者.
22. L.-C. Fu, C.-H. Lu*(2015年10月)。在多人環境下可兼顧多重舒適度之居家 智慧節能最佳化系統。機械月刊 ,66-80。科技部:103-2221-E-011-179。本
人為通訊作者。

23. C.-H. Lu, K.-H. Tseng and C.-H. Hsieh(2013年10月)。The Influence of Virtual Experience on the Relationship Quality and Customer Loyalty toward Independent Music Social Networks: A Case Study of MySpace 。Journal of Information Communication,109-129。本人為第一作者、通訊作者。
24. Z.-C. Hunag, C.-H. Lu and W.-X. Zhou(2013年10月)。Navigation Design by Embedding Sitemap Characteristics into Breadcrumbs 。Journal of Information Communication,25-44。

專書論文
1. Chung-Fung Liao, Ching-Hu Lu, Li-Chen Fu(2012年12月)。第六章:多媒
體娛樂、數位通訊與智慧客廳。智慧生活家科技。周素卿、劉佩玲合編。


 
Research Areas 研究領域
物聯網技術與智慧生活應用 (Artificial Internet-of-Things or AIoT for smart living)
基於電腦視覺之邊緣智慧 (Computer-vision-based Edge Intelligence/Computing)
智慧人機互動(結合人工智慧、機器學習與互動、遊戲多媒體之跨領域研究 AI, machine learning, or game-driven smart system)
智慧空間與情境感知(context-aware)應用(含大數據即時分析 data analytics)
物聯網互動裝置之製作與應用(人機互動, HCI)
區塊鍊(blockchain)之物聯網之技術整合與應用
 
Important Publication 主要著作
期刊論文
研討會論文
專書、專利、技術報告
 
Research Projects 研究計畫
國科會計畫
建教合作計畫