• 沒有找到結果。

結論與未來工作

6.2 未來工作

大體來說,本系統還有許多發展的空間。像是在擷取新生兒頭部與肢 體的地方,在膚色偵測程序中若可以改善並降低光影變化的影響,將能提 升比對肢體動作示意圖的準確率;另外希望系統能透過衣服紋理變化等方 式追蹤新生兒的肢體部位,這樣將可以監視穿著長袖衣物或是蓋上棉被的 新生兒動作。

其次希望系統能收集更多新生兒不同月份的動作影片或是從新生兒出 生開始監控分析,如此一來資料庫內的新生兒動作關係圖能更加準確。另 外由於新生兒隨著年齡的增加會有不同的肢體動作表現,例如七坐八爬九 站等,因此如果在監視方面能新增 PTZ 攝影機擴大偵測範圍,可以多方位 的掌控新生兒動態,相信能降低新生兒的意外事件發生率。

參考文獻

[Bha03] J. Bhatt, N. Lobo, M. Shah, and G. Bebis, “Automatic Recognition of a Baby Gesture,” Proceedings of 15th IEEE International Conference on Tools with Artificial Intelligence, California, USA, pp.1 – 6, 2003.

[Bob01] A. Bobick and J. Davis, “The Recognition of Human Movement Using Temporal Templates,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, pp.257 – 267, 2001.

[Bra00] G. Bradski and J. Davis, “Motion segmentation and pose recognition with motion history gradients,” Proceedings of 15th IEEE Workshop on Applications of Computer Vision, USA, pp. 238 – 244, 2000

[Che08] Q. Chen, N.Georganas, and D. Petriu, “Hand Gesture Recognition Using Haar-Like Features and a Stochastic Context-Free Grammar,”

IEEE Transactions on Instrumentation and Measurement, Vol. 57, pp.1562 – 1571, 2008.

[che01] S. W. Chen, S. C. Lin, and K. E. Chang, “Attributed concept maps:

fuzzy integration and fuzzy matching,” IEEE Transaction on Systems, Man, and Cybernetics, Part B, Vol. 31, no. 5, pp.842 – 852, 2001.

[Dav97] J. Davis and A. Bobick, “The recognition of human movement using temporal templates,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 23, pp.257 – 267, 2001.

[Fuj98] H. Fujiyoshi and A. Lipton, “Real-time human motion analysis by image skeletonization,” Proceedings of 4th IEEE Workshop on Applications of Computer Vision, Japan, pp. 15 – 21, 1998.

[Jua09] C. F. Juang, C. M. Chang, J. R. Wu, and D. Lee,, “Computer Vision-Based Human Body Segmentation and Posture Estimation,”

IEEE Transactions on Systems, Man and Cybernetics, Vol. 39, pp.119 – 133, 2009.

[Jua07] C. F. Juang and C. M. Chang, “Human Body Posture Classification by a Neural Fuzzy Network and Home Care System Application,”

IEEE Transactions on Systems, Man and Cybernetics, Vol. 37, pp.984 – 994, 2007.

[Kir05] T. Kirishima, K. Sato, and K. Chihara, “Real-time gesture recognition by learning and selective control of visual interest points,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, pp.351 – 364, 2005.

[Kje96] R. Kjeldsen, and J. Kender, “Finding skin in color images,”

Proceedings of 2nd International Conference on Automatic Face and Gesture Recognition, Zurich, Switzerland, pp.312 – 317, 1996.

[Kos08] G. Kosta and M. Benoit, “Group Behavior Recognition for Gesture Analysis,” IEEE Transactions on Circuits and Systems for Video Technology, Vol. 18, pp.211 – 222, 2008.

[Li07] X. Li, S. Yan, D. Tao, and D. Xu, “Gait Components and Their Application to Gender Recognition,” IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, Vol. 38, pp.145 – 155, 2007.

[Wan03] H. Wang, and N. Ahuja, “Facial Expression Decomposition,”

Proceedings of 9th IEEE International Conference on Computer Vision, Nice, France, pp.958 – 965, 2003.

[Wan07] J. M. Wang, S. W. Chen, S. Cheng, and C. S. Fuh, “People Counting Using Fisheye Camera,” Proceedings of 20th IPPR Conference on CVGIP, Mauli, Taiwan, 2007.

[Won06] J. Wong, and S. Cho, “Recognizing Human Emotion from Partial Facial Features,” Proceedings of International Joint Conference on Neural Networks, Vancouver, Canada, pp.166 – 173, 2006.

[Wu05] K. Wu, E. Otoo, and A. Shoshani, “Optimizing Connected Component Labeling Algorithms,” Proceedings of Conference on Image Processing, pp.1965 – 1976, 2005.

[Yan06] B. Yang and P. Jia, “A Facial Expression Model for Human-Like Agent,” Proceedings of IEEE Conference on Robotics, Automation and Mechatronics, pp.1 – 6, 2006.

[Yea06] M. Yeasin, B. Bullot, and R. Sharma, “Recognition of Facial Expressions and Measurement of Levels of Interest From Video,”

IEEE Transactions on Multimedia, Vol. 8, pp.500 – 508, 2006.

[Zuo05] F. Zuo,and d. With, “Real-time embedded face recognition for smart home,” IEEE Transactions on Consumer Electronics, Vol. 51, pp.183 – 190, 2005.

[2] 行政院衛生署,http://www.doh.gov.tw/statistic/data/死因摘要/91 年/表 4.xls,臺灣地區嬰兒主要死亡原因,2001 年。

[3] 林翠湄、黃俊豪,發展心理學 Developmental Psychology,2001 年。

[4] 郭劍,

http://news.sina.com/us/chinapress/104-103-102-102/2008-04-25/

03372845187.html,新浪新聞,父母與嬰兒同床就寢有危險,2008 年。

[5] 方旭彬,

http://www.tahsda.org.tw/article/news.php?title1=&id=37&name

=pediatrics,臺安醫院,如何防止寶寶意外事故的發生,2004 年。

[6] 呂適存,http://www.pediatrics.com.tw/Observation%20baby.htm,

育兒電子書網頁,如何觀察寶寶,2007 年。

[7] 消防處救護訓練學校,

http://www.hkfsd.gov.hk/home/chi/source/safety/

Children_home_accident.html,家居意外知多少,小孩及嬰兒篇,

2001 年。

[8] 蘇愛能、陳志誠,http://www.mombaby.com.tw/baby/detail.asp?sn=

0608080009,媽媽寶寶雜誌,寶寶睡姿比一比,2008 年。

[9] 白璐、潘俊伸,

http://www.mombaby.com.tw/baby/detail.asp?sn=08061 20001,媽媽寶寶雜誌,從寶寶居家安全做起,2008 年。

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