智慧化家庭的生活型態已經普遍被各國視為未來發展的方向。目前智慧廚房的發展比較著重在系統的應用以及系統與環境的整合，目前只能作到動作定位與基本的動作辨識，對於一些複雜動作的辨識分析並沒有深入著墨。本研究的主要目的是針對使用者在廚房內從準備食材到料理的這段過程中，所涉及到的操作行為與動作進行分析與研究，利用影片分析法擷取出動作參數，觀察動作差異後建立特徵維度，然後利用決策樹分析，在使用者與廚具的操作互動中找出各項動作執行時的決策數據，將這些決策數據作為系統判斷相似動作時的依據，進而建立一套完善的料理動作資料庫。讓智慧廚房系統達到藉由辨識而了解且區分使用者動作的智慧化程度。本研究完成一套可以用作智慧廚房辨識依據的基準，另外也建立基本的動作資料庫如動作影片檔案和動作參數等。這些資料也能利用不同影像分析方法進行分析，甚至可以找出和建立更多辨識參數，應用於料理輔助系統和擴增食譜輔助系統，甚至是學校烹飪動作教學系統等智慧廚房的發展上。

To provide useful devices which are most closely to daily life, an intelligent family lifestyle has comprehensively seen the direction of future development worldwide. Smart kitchen should focus its development on the actual interaction with the user and the environmental objects, rather than emphasize on complicated instructions and feedback, unfortunately the current techniques can only be designed to recognize the motions and basic actions. The main purpose of this paper is to analyze and research user motions and actions involved in the process of cooking, including ingredient preparation, and to discover multiple action identification characteristics for the user and cooking utensils. By using the video analysis, ultimately, the project will use these characteristics to establish reliable cooking actions database. Our study can distinguish between similar action, the model is primarily used to identify, understand and differentiate the extent of the intellectuality of user motions. This model in the future may be used and applied to the cooking support system or other smart kitchen developments.

Bonner, S. (1998, July). Assisted interactive dwelling house. Paper presented at the Proceedings of the 4th TIDE congress., Helsinki.
Borchers, J. (2008). A Pattern Approach to Interaction Design. In S. Gill (Ed.), Cognition, Communication and Interaction (pp. 114-131): Springer London.
Cerny, M., & Penhaker, M. (2009). Circadian Rhythm Monitoring in HomeCare Systems. In C. Lim & J. H. Goh (Eds.), 13th International Conference on Biomedical Engineering (Vol. 23, pp. 950-953): Springer Berlin Heidelberg.
Chaaraoui, A. A., Climent-Pérez, P., & Flórez-Revuelta, F. (2012). A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living. Expert Systems with Applications, 39(12), 10873-10888. doi: 10.1016/j.eswa.2012.03.005
Chan, M., Campo, E., & Estève, D. (2005). Assessment of activity of elderly people using a home monitoring system. International Journal of Rehabilitation Research, 28(1).
Chan, M., Esteve, D., Escriba, C., & Campo, E. (2008). A review of smart homes- present state and future challenges. [Research Support, Non-U.S. Gov't Review]. Comput Methods Programs Biomed, 91(1), 55-81. doi: 10.1016/j.cmpb.2008.02.001
De Silva, L. C., Morikawa, C., & Petra, I. M. (2012). State of the art of smart homes. Engineering Applications of Artificial Intelligence, 25(7), 1313-1321. doi: 10.1016/j.engappai.2012.05.002
Ding, D., Cooper, R. A., Pasquina, P. F., & Fici-Pasquina, L. (2011). Sensor technology for smart homes. [Research Support, U.S. Gov't, Non-P.H.S. Review]. Maturitas, 69(2), 131-136. doi: 10.1016/j.maturitas.2011.03.016
Hashimoto, A., N. M., Funatomi, T., Yamakata, Y., Kakusho, K., Minoh, M. (June 22–27, 2008). Smart Kitchen: A User Centric Cooking Support System. Paper presented at the PROCEEDINGS IPMU '08.
Helal, S., Mann, W., El-Zabadani, H., King, J., Kaddoura, Y., & Jansen, E. (2005). The Gator Tech Smart House: a programmable pervasive space. Computer, 38(3), 50-60. doi: 10.1109/mc.2005.107
Horie, A., Mega, S., & Uehara, K. (2006, 9-12 July 2006). The Interactive Cooking Support System in Mixed Reality Environment. Paper presented at the Multimedia and Expo, 2006 IEEE International Conference on.
Intille, S., Larson, K., Tapia, E., Beaudin, J., Kaushik, P., Nawyn, J., & Rockinson, R. (2006). Using a Live-In Laboratory for Ubiquitous Computing Research. In K. Fishkin, B. Schiele, P. Nixon & A. Quigley (Eds.), Pervasive Computing (Vol. 3968, pp. 349-365): Springer Berlin Heidelberg.
Ji, X., Liu, H., Li, Y., & Brown, D. (2008). Visual-Based View-Invariant Human Motion Analysis: A Review. In I. Lovrek, R. Howlett & L. Jain (Eds.), Knowledge-Based Intelligent Information and Engineering Systems (Vol. 5177, pp. 741-748): Springer Berlin Heidelberg.
Jianxin, W., Osuntogun, A., Choudhury, T., Philipose, M., & Rehg, J. M. (2007, 14-21 Oct. 2007). A Scalable Approach to Activity Recognition based on Object Use. Paper presented at the Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on.
Miyawaki, K., & Sano, M. (2008). A Virtual Agent for a Cooking Navigation System Using Augmented Reality. Paper presented at the Proceedings of the 8th international conference on Intelligent Virtual Agents, Tokyo, Japan.
Moeslund, T. B., Hilton, A., & Krüger, V. (2006). A survey of advances in vision-based human motion capture and analysis. Computer Vision and Image Understanding, 104(2-3), 90-126. doi: 10.1016/j.cviu.2006.08.002
Monekosso, D. N., & Remagnino, P. (2010). Behavior Analysis for Assisted Living. Automation Science and Engineering, IEEE Transactions on, 7(4), 879-886. doi: 10.1109/tase.2010.2049840
Morioka, S., & Ueda, H. (2011). Cooking Support System Utilizing Built-in Cameras and Projectors. Paper presented at the The 12th IAPR Conference on Machine Vision Applications, Nara Centennial Hall, Nara, Japan.
Peine, A. (2008). Technological paradigms and complex technical systems—The case of Smart Homes. Research Policy, 37(3), 508-529. doi: 10.1016/j.respol.2007.11.009
Tenorth, M., Bandouch, J., & Beetz, M. (2009, Sept. 27 2009-Oct. 4 2009). The TUM Kitchen Data Set of everyday manipulation activities for motion tracking and action recognition. Paper presented at the Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International Conference on.
Torre, F. D. l., Hodgins, J., Bargteil, A., Martin, X., Macey, J., Collado, A., & Beltran, P. (2008). Guide to the Carnegie Mellon University Multimodal Activity (CMU-MMAC) Database.
Turaga, P., Chellappa, R., Subrahmanian, V. S., & Udrea, O. (2008). Machine Recognition of Human Activities: A Survey. Circuits and Systems for Video Technology, IEEE Transactions on, 18(11), 1473-1488. doi: 10.1109/tcsvt.2008.2005594
Woodruff, A., Anderson, K., Mainwaring, S., & Aipperspach, R. (2007). Portable, But Not Mobile: A Study of Wireless Laptops in the Home. In A. LaMarca, M. Langheinrich & K. Truong (Eds.), Pervasive Computing (Vol. 4480, pp. 216-233): Springer Berlin Heidelberg.
Yamazaki, T. (9-11 Nov. 2006). Beyond the Smart Home. Paper presented at the Hybrid Information Technology, 2006. ICHIT '06. International Conference on.