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研究生(外文):YU, JEN-HUNG
論文名稱(外文):Realization of Embedded Aquarium Plants Growth Control System Based on Optimized Histogram
指導教授(外文):SHEU, JIA-SHING
外文關鍵詞:Raspberry PiEmbedded systemAquatic plantFeature detectionComputer vision
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This thesis implements an automated appliance based on embedded system Raspberry Pi which is connected to relays, webcam and water-proof temperature sensor for optimized aquatic plant cultivation solution. Collecting the photo of aquatic plant via camera regularly, analyze whether the current condition is suitable for the aquatic plant. It can reduce the daily care and maintenance of aquatic plants. Make it easier to cultivate aquatic plants. Spend the time saved on admiring water plants.
The earlier study was of cultivate aquatic plant by implied transistors and microchip circuits to control light and CO2 supplied for optimized automated aquatic plants. In this experiment, a low-cost embedded platform Raspberry Pi and basic device are introduced. With images showing the changes of aquatic plant, processed by noise reduction, color histogram and edge feature detection, system could automatically adjust the amount of lights and CO2 supplied for construct a comfort environment for plant.

摘要 i
Abstract ii
目錄 iii
表目錄 v
圖目錄 vi
第一章 緒論 1
1.1 前言 1
1.2 動機與目的 2
1.3 問題陳述 4
1.4 方法與貢獻 5
1.5 論文架構 6
第二章 文獻回顧與相關技術 7
2.1 水生植物(Aquatic Plant) 7
2.2 水族造景(Aquascaping) 10
2.3 藻類(Algae) 15
2.4 電腦視覺技術(Computer Vision) 17
2.5 Canny邊緣偵測(Canny Edge Detecting) 19
2.6 RGB及HSV色彩空間 22
2.7 RGB轉換HSV 24
第三章 研究設計與方法 25
3.1 樹莓派(Raspberry pi) 25
3.2 系統架構 30
3.3 水草 33
3.4 水草缸 34
3.5 影像處理 39
3.6 影像直方圖(Image histogram) 41
第四章 實驗設計及結果 50
4.1 RGB色彩空間分析 50
4.2 HSV色彩空間分析 54
4.3 目標輪廓偵測分析 61
第五章 結論與未來展望 65
5.1 結論 65
5.2 未來展望 65
參考文獻 66

[1]T. S. Ashton, The industrial revolution 1760-1830, New York: Oxford University Press, 1997.
[2]L. Y. Lin et al., “Association between social media use and depression among US young adults, ” Depression and anxiety, vol. 33, no. 4, pp. 323-331, 2016.
[3]李凱恩, “寵物對人類健康所可能帶來的正面影響-兼論寵物飼養的道德爭議, ” Health, vol. 65, pp. 523-536, 2009.
[4]H. Clements et al., “The effects of interacting with fish in aquariums on human health and well-being: A systematic review, ” PLoS One, vol. 14, no. 7, p. 1-36, 2019.
[5]I. C. Chen, J. S. Sheu, and H. W. Huang, “Development trends in intelligent homes, ” Journal of Marine Science and Technology, vol. 26, pp. 19-27, 2018.
[6]MAKER&TECH 自造教育及科技輔導中心:
https://maker.nknu.edu.tw/Introdution/Plan/1 (access on Mar., 2020)
[7]D. H. Lin, The optimal design of cultivated water weeds system, Master Thesis, Dept. Elect. Eng., Kun Shan University, Tainan City, 2012. (in Chinese)
[8]M. Hickey, C. King, and M. King, The Cambridge illustrated glossary of botanical terms. Cambridge University Press, 2000.
[9]Z. Z. Chen, Guide to Biochemistry, 南山堂出版, 1985.
[10]D. Fowler et al., “The global nitrogen cycle in the twenty-first century,” Philosophical Transactions of the Royal Society B, vol. 368, issue 1621, p. 164, 2013.
[11]Q. S. Ke, The complete book of aquarium plants vol. 2. The emerald lake, 1990.
[12]K. Horst, H. E. Kipper, Das optimale aquarium: der sichere weg zum erfolg ; Leitfaden zur einrichtung und pflege des süsswasser-aquariums. Aqua-Documenta, 1992.
[13]Q. S. Ke, The complete book of aquarium plants vol. 1. The emerald lake, 1990.
[14]T. Naoto, Waterplants picture book to enjoy with aquarium. 展新出版, 2006.
[15]R. E. Lee, Phycology. Cambridge University Press, 1999.
[16]F. E. Round, The ecology of algae. Cambridge University Press, 1984.
[17]P. Tett, “The ecophysiology of exceptional blooms, ” Rapport et Proces-verbaux des Reunions. Conseil international pour l’Exploration de la Mer, vol. 187, pp. 47-60, 1987.
[18]G. A. Codd, S. G. Bell, K. Kaya, C. J. Ward, K. A. Beattie, J. S. Metcalf, “Cyanobacterial toxins, exposure routes and human health, ” European Journal of Phycology, vol. 34, no. 4, pp. 405-415, 1999.
[19]T. Morris, Computer vision and image processing. Macmillan Education UK, 2003.
[20]R. C. Gonzalez, R. E. Woods, Digital Image Processing. Pearson Education, 2011.
[21]NASA: Curiosity Rover:
https://www.nasa.gov/mission_pages/msl/index.html (access on Sep., 2019)
[22]NASA Mars exploration program - mission:
https://mars.nasa.gov/msl/mission/science/goals/ (access on Sep., 2019)
[23]NASA Mars exploration program - timeline:
https://mars.nasa.gov/msl/timeline/edl/ (access on Dec., 2019)
[24]L. Matthies et al., “Computer vision on mars, ” International Journal of Computer Vision, vol. 75, pp. 67-92, 2007.
[25]C. Costa, F. Antonucci, F. Pallottino, J. Aguzzi, D.W. Sun, P. Menesatti, “Shape analysis of agricultural products: A review of recent research advances and potential application to computer vision, ” Food and Bioprocess Technology, Technol. 4, pp. 673-692, 2011.
[26]A. Rosenfeld, “Computer vision: a source of models for biological visual processes?, ” IEEE Transactions on Biomedical Engineering, vol. 36, issue 1, pp. 93-96, Jan. 1989.
[27]J. Canny, “A computational approach to edge detection, ” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 8, no. 6, pp. 679-698, Nov. 1986.
[28]N. A. Ibraheem, M. M. Hasan, R. Z. Khan, P. K. Mishra, “Understanding color models: a review,” ARPN Journal of science and technology, vol. 2, no. 3, Apr. 2012.
[29]P. Ganesan and V. Rajini, “Assessment of satellite image segmentation in RGB and HSV color space using image quality measures,” International Conference on Advances in Electrical Engineering (ICAEE 14), Jan 2014.
[30]Y. F. Xu, Automatic identification text characters of ROC identification cards, Master Thesis, Dept. Elect. Eng., Southern Taiwan University of Science and Technology, 2019. (in Chinese)
[31]H. Chu, The study of lane detection and departure warning system based on machine vision, Master Thesis, Dept. Computer Science, National Taipei University of Education, Taipei City, 2012. (in Chinese)
[32]Y. T. Tseng, IR remote control system for home appliances based on raspberry pi, Master Thesis, Dept. Electronic and Computer Eng., National Taiwan University of Science and Technology, Taipei City, 2014. (in Chinese)
[33]W. H. Hsu, Implementation and application of smart appliance system based on raspberry pi, Master Thesis, Dept. Computer Science, National Taipei University of Education, Taipei City, 2018. (in Chinese)
[34]S. Jain, A. Vaibhav, L. Goyal, “Raspberry pi based interactive home automation system through e-mail, ” International Conference on Reliability Optimization and Information Technology (ICROIT 14), Faridabad, pp. 277-280, Feb. 2014.
[35]Raspberry Pi 3 Model B+:
https://www.raspberrypi.org/products/raspberry-pi-3-model-b-plus/ (access on Feb., 2020)
[36] ADA Aqua Design Amano Products Linup:
https://www.adana.co.jp/en/contents/products/na_lighting/detail04.html (access on Mar., 2020)
[37]Eheim Aquatics:
https://www.eheim.com/en_GB/products/technology/hang-filters/liberty#description (access on Mar., 2020)
[38]Tzon Yang Aquarium Company.,LTD.:
http://www.tzong-yang.com.tw/zh-tw/goods.php?id=1252 (access on May, 2020)
[39]Red List Javan Ricefish Oryzias javanicus:
https://www.iucnredlist.org/species/89808701/89808742 (access on Jan., 2020)
[40]D. L. Wang, JINGDIAN GUANSHANGYU TUJIAN. Jilin Publishing Group Co. Ltd., 2013.
[41]L. Stout, K. Nüsslein, “Biotechnological potential of aquatic plant–microbe interactions,” Current Opinion in Biotechnology, vol. 21, issue 3, pp. 339-345, Jun. 2010.
[42]G. Watson, T. Barr, Plant Guru Team. “ADA aquasoil™ and power sand™ analysis.” ADA Aqua Soil™ and Power Sand™ Analysis, vol. 5, issue 1, pp. 1-10, Jun. 2017.
[43] J. H. Chen, 3D pose estimation based on deep learning without real world data training, Master Thesis, Dept. Elect. Eng., National Chung Hsing University, Taichung City, 2019. (in Chinese)

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