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題名:AIoT影像感測器在建築物安全應用與效益研究
書刊名:建築學報
作者:王榮進余文德廖珗洲張憲寬林子怡
作者(外文):Wang, Rong-jinYu, Wen-derLiao, Hsien-chouChang, Hsien-kuanLin, Zi-yi
出版日期:2022
卷期:122
頁次:頁1-20
主題關鍵詞:人工智慧物聯網智慧建築智慧安全監測效益分析AIoTSmart buildingIntelligent safety monitoringBenefit evaluation
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:62
  • 點閱點閱:2
期刊論文
1.Yu, Wen-Der、Chang, Pei-Lun、Yao, Shuen-Ho、Liu, Shen-Jung(2009)。KVAM: Model for Measuring Knowledge Management Performance of Engineering Community of Practice。Construction Management and Economics,27(8),733-747。  new window
2.Wisdom, Jennifer P.、Chor, Ka Ho Brian、Hoagwood, Kimberly E.、Horwitz, Sarah M.(2014)。Innovation Adoption: A Review of Theories and Constructs。Administration and Policy in Mental Health and Mental Health Services Research,41(4),480-502。  new window
3.周國村、袁建中(20140900)。應用決策實驗室分析法(DEMATEL)與網路層級分析法(ANP)在研發專案計畫評選。中山管理評論,22(3),543-572。new window  延伸查詢new window
4.Ou Yang, Yu-ping、Shieh, How-ming、Leu, Jun-der、Tzeng, Gwo-hshiung(20080900)。A Novel Hybrid MCDM Model Combined with DEMATEL and ANP with Applications。International Journal of Operations Research,5(3),160-168。new window  new window
5.Wang, G.、Song, J.(2017)。The relation of perceived benefits and organizational supports to user satisfaction with building information model (BIM)。Computers in Human Behavior,68,493-500。  new window
6.Fang, Q.、Li, H.、Luo, X.、Ding, L.、An, W.、Luo, H.、Rose, T. M.(2018)。Detecting non-hardhat-use by a deep learning method from far-field surveillance videos。Automation in Construction,85,1-9。  new window
7.Ding, L.、Fang, W.、Luo, H.、Love, P. E. D.、Ouyang, X.(2018)。A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory。Automation in Construction,86,118-124。  new window
8.Fang, W. L.、Ding, L. Y.、Luo, H. B.、Love, P. E. D.(2018)。Falls from heights: A computer vision-based approach for safety harness detection。Automation in Construction,91,53-61。  new window
9.Arfi, Wissal Ben、Nasr, Imed Ben、Khvatova, Tatiana、Zaied, Younes Ben(2021)。Understanding Acceptance of eHealthcare by IoT Natives and IoT Immigrants: An Integrated Model of UTAUT, Perceived Risk, and Financial Cost。Technological Forecasting and Social Change,163。  new window
10.Wilson, C.、Hargreaves, T.、Hauxwell-Baldwin, R.(2017)。Benefits and risks of smart home technologies。Energy Policy,103,72-83。  new window
11.余文德、廖珗洲、蕭文達、張憲寬、吳定餘、林楨中(20201200)。混合式機器學習方法於施工人員個人安全裝備即時辨識之應用。技術學刊,35(4),155-165。  延伸查詢new window
12.廖珗洲、余文德、蕭文達、張憲寬、蔡智弓、林楨中(20210300)。運用深度學習技術之影像語意分割於施工中電梯直井墜落風險監控。技術學刊,36(1),1-12。  延伸查詢new window
13.Burnett, J. D.、Wing, M. G.(20180201)。A low-cost near-infrared digital camera for fire detection and monitoring。International Journal of Remote Sensing,39(3),741-753。  new window
14.Chor, Ka Ho Brian、Wisdom, Jennifer P.、Olin, Su-Chin Serene、Hoagwood, Kimberly E.、Horwitz, Sarah M.(2015)。Measures for Predictors of Innovation Adoption。Administration and Policy in Mental Health and Mental Health Services Research,42(5),545-573。  new window
15.Gao, Jing-Lei、Yuan, Zeng-Wei、Liu, Xue-Wei、Xia, Xiao-Ming、Huang, Xian-Jin、Dong, Zhan-Feng(2016)。Improving air pollution control policy in China--A perspective based on cost-benefit analysis。Science of The Total Environment,543(Part A),307-314。  new window
16.Hsu, Ting-Yu、Kuo, Xiang-Ju(2020)。A Stand-Alone Smart Camera System for Online Post-Earthquake Building Safety Assessment。Sensors,20(12),(3374)1-(3374)17。  new window
17.Khoa, Tran Anh、Man, Mai Minh、Nguyen, Tan-Y、Van Nguyen, Dung、Nam, Hguyen Hoang(2019)。Smart Agriculture Using IoT Multi-Sensors: A Novel Watering Management System。Journal Sensor and Actuator Networks,8(3),(45)1-(45)22。  new window
18.Lai, C.、Jiang, L.(2018)。An intelligent baby care system based on IoT and deep learning techniques。International Journal of Electronics and Communication Engineering,12(1),81-85。  new window
19.Lin, Song-Shun、Shen, Shui-Long、Zhou, Annan、Xu, Ye-Shuang(2021)。Risk assessment and management of excavation system based on fuzzy set theory and machine learning methods。Automation in Construction,122。  new window
20.McCay, Kevin D.、Ho, Edmond S. L.、Shum, Hubert P. H.、Fehringer, Gerhard、Marcroft, Claire、Embleton, Nicholas D.(2020)。Abnormal Infant Movements Classification With Deep Learning on Pose-Based Features。IEEE Access,8,51582-51592。  new window
21.Muhammad, K.、Ahmad, J.、Lv, Z.、Bellavista, P.、Yang, P.、Baik, S. W.(2018)。Efficient deep CNN-Based fire detection and localization in video surveillance applications。IEEE Transactions on Systems, Man, and Cybernetics: Systems,49(7),1419-1434。  new window
22.The Hastings Center(2018)。Governance of Emerging Technologies: Aligning Policy Analysis with the Public's Values。The Hastings Center Report,48(S1)。  new window
23.Todorović, B. M.、Samardžija, D.(2017)。Road lighting energy-saving system based on wireless sensor network。Energy Efficiency,10,239-247。  new window
24.Ullah, Waseem、Ullah, Amin、Haq, Ijaz Ul、Muhammad, Khan、Sajjad, Muhammad、Baik, Sung Wook(2021)。CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks。Multimedia Tools and Applications,80,16979-16995。  new window
25.Yang, Chih-Hao、Lee, Kuen-Chang、Li, Shin-En(2020)。A mixed activity-based costing and resource constraint optimal decision model for IoT-oriented intelligent building management system portfolios。Sustainable Cities and Society,60。  new window
26.Zhang, Pin、Chen, Ren-Peng、Dai, Tian、Wang, Zhi-Teng、Wu, Kai(2021)。An AIoT-based system for real-time monitoring of tunnel construction。Tunnelling and Underground Space Technology,109。  new window
27.Zhou, J. T.、Du, J.、Zhu, H.、Peng, X.、Liu, Y.、Goh, R. S. M.(2019)。AnomalyNet: An Anomaly Detection Network for Video Surveillance。IEEE Transactions on Information Forensics and Security,14(10),2537-2550。  new window
28.Zhou, S.、Shen, W.、Zeng, D.、Fang, M.、Wei, Y.、Zhang, Z.(20160901)。Spatial-temporal convolutional neural networks for anomaly detection and localization in crowded scenes。Signal Processing: Image Communication,47,358-368。  new window
29.Atzori, Luigi、Iera, Antonio、Morabito, Giacomo(2010)。The Internet of Things: A Survey。Computer Networks,54(15),2787-2805。  new window
會議論文
1.Redmon, Joseph、Divvala, Santosh、Girshick, Ross、Farhadi, Ali(2016)。You only look once: Unified, real-time object detection。The 29th IEEE Conference on Computer Vision and Pattern Recognition,(會議日期: 27-30 June 2016),779-788。  new window
2.Boominathan, Lokesh、Kruthiventi, Srinivas S. S.、Babu, R. Venkatesh(2016)。CrowdNet: A Deep Convolutional Network for Dense Crowd Counting640-644。  new window
3.Huang, Q.、Hao, K.(2020)。The development of artificial intelligence (AI) algorithms to avoid potential baby sleep hazards in smart buildings278-287。  new window
4.Kong, X.、Meng, Z.、Meng, L.、Tomiyama, H.(2018)。A privacy protected fall detection IoT System for elderly persons using depth camera。2018 International Conference on Advanced Mechatronic Systems,(會議日期: 30 Aug.-2 Sept. 2018),31-35。  new window
5.Ma, Y.、Feng, X.、Jiao, J.、Peng, Z. H.、Qian, S.、Xue, H.、Li, H.(2020)。Smart fire alarm system with person detection and thermal camera。Springer International Publishing。353-366。  new window
6.Santiputri, M.、Tio, M.(2018)。IoT-based gas leak detection device。International Conference on Applied Engineering。  new window
7.Wang Ya、Bao, Tianlong、Ding, Chunhui、Zhu, Ming(2017)。Face recognition in real-world surveillance videos with deep learning method。2017 2nd International Conference on Image, Vision and Computing。  new window
8.Wang, P.、Lien, S.、Lee, M.(2019)。A Learning-Based Prediction Model for Baby Accidents。2019 IEEE International Conference on Image Processing,(會議日期: 22-25 Sept. 2019)。  new window
研究報告
1.沈揚庭、王榮進(2020)。應用人工智慧科技提升建築物維運管理效益之研究 (計畫編號:10915B0008)。內政部建築研究所。  延伸查詢new window
2.Fontela, E.、Gabus, A.(1974)。Structural Analysis of the World Problematique。Battelle Geneva Research Institute。  new window
3.張怡文(2016)。雲端運算於大樓管理應用研究 (計畫編號:105301070000G0049)。內政部建築研究所。  延伸查詢new window
4.張效通、溫琇玲、游璧菁(2020)。辦公類智慧建築效益量化評估合理性研究 (計畫編號:10915G0016PG109030269)。內政部建築研究所。  延伸查詢new window
5.溫琇玲、游璧菁(2019)。智慧建築效益評估架構及評估基準之研究 (計畫編號:108301070000G0024)。內政部建築研究所。  延伸查詢new window
6.羅時麒、陳嘉懿(2018)。社區導入物聯網及智慧化服務之調查研究 (計畫編號:10715B0010)。內政部建築研究所。  延伸查詢new window
圖書
1.Warfield, J. N.(1976)。Societal Systems: Planning, Policy, and Complexity。John Wiley & Sons。  new window
2.內政部建築研究所(2016)。智慧建築評估手冊。內政部建築研究所。  延伸查詢new window
3.Blank, L.、Tarquin, A.(2012)。Engineering Economy。McGraw Hill。  new window
4.Saaty, Thomas L.(1996)。Decision Making with Dependence and Feedback: The Analytic Network Process。RWS Publications。  new window
5.Saaty, Thomas L.(1980)。The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation。McGraw-Hill。  new window
單篇論文
1.Bochkovskiy, Alexey,Wang, Chien-Yao,Liao, Hong-Yuan Mark(2020)。YOLOv4: Optimal Speed and Accuracy of Object Detection,https://doi.org/10.48550/arXiv.2004.10934,(2004.10934v1)。  new window
2.張怡文(2018)。智慧建築成本效益評估方法之調查與應用研究,內政部建築研究所。  延伸查詢new window
3.Chen, Liang-Chieh,Papandreou, George,Kokkinos, Iasonas,Murphy, Kevin,Yuille, Alan L.(2017)。DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs,https://arxiv.org/abs/1606.00915,(1606.00915)。  new window
其他
1.台北市政府(2021)。智慧城市1+7落地方案執行成效,https://prop.tcc.gov.tw/download/36098815-4343-4a59-9aef-f1105e74f323。  延伸查詢new window
2.凌華科技(2021)。基於AI智慧相機的:工業機器人危害預防解決方案,https://www.adlinktech.com/tw/AI_Vision_Case_Smart_Camera_Robot_Hazard_Prevention。  延伸查詢new window
3.Nvidia(2021)。Embedded Systems Developer Kits & Modules from NVIDIA Jetson,https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/。  new window
4.OECD。OECD Guidelines on the Protection of Privacy and Transborder Flows of Personal Data,https://www.oecd.org/digital/ieconomy/oecdguidelinesontheprotectionofprivacyandtransborderflowsofpersonaldata.htm。  new window
 
 
 
 
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