Designing and Developing a Prototype System for Cat Feeding Using IoT Devices and Image Processing Techniques

Main Article Content

Nitiphoom Yaipangkeaw
Walailuck Wongruen

Abstract

This paper presents the design and development of a prototype system for cat feeding using IoT devices and image processing techniques. The proposed system allows cat owners to determine the properly amount of food for their cats and know the relevant information through a mobile application. The accuracy of the proposed system depends on the cat identification process. Two features used to identify cats in this study were areas and colors of the cat collars. There were three cats used in the testing of this system. The cat identification accuracy was 88.75% based on 480 tests. We expect that the designed and developed cat feeding prototype system will be useful to cat owners who want to track and know their cat's food intake.

Article Details

How to Cite
Yaipangkeaw, N., & Wongruen, W. (2023). Designing and Developing a Prototype System for Cat Feeding Using IoT Devices and Image Processing Techniques. Journal of Science Ladkrabang, 32(1), 53–71. Retrieved from https://li01.tci-thaijo.org/index.php/science_kmitl/article/view/254020
Section
Research article

References

Davies, M., Alborough, R., Jones, L., Davis, C., Williams, C., and Gardner, D.S. 2017. Mineral analysis of complete dog and cat foods in the UK and compliance with European guidelines. Sci Rep, 17107(7). 1-9.

Cerbo, A.D., Morales-Medina, J.C., Palmieri, B., Pezzuto, F., Cocco, R., Flores, G. and Iannitti, T. 2017. Functional foods in pet nutrition: Focus on dogs and cats. Research in Veterinary Science, 112, 161-166.

Grandi, M., Vecchiato, C.G., Biagi, G., Zironi, E., Tondo, M.T., Pagliuca, G., Palmonari, A., Pinna, C., Zaghini, G. and Gazzotti, T. 2019. Occurrence of Mycotoxins in Extruded Commercial Cat Food. ACS Omega, 9(4), 14004-14012.

Vineeth, S., Renukumar, B.R., Sneha, V.C., Prashant, G., and Rani, B. 2020. Automatic Pet Food Dispenser using Digital Image Processing. International Journal of Engineering Research & Technology, 5(9). 588-593.

Khatavkar, H.N., Kini, R.S., Pandey, S.K. and Gijare, V.V. 2019. Intelligent Food Dispenser (IFD). IOSR Journal of Engineering, 2, 65-70.

Yadav, S.A., Kulkarni, S.S., Jadhav, A.S., and Jain, A.R. 2018. Iot Based Pet Feeder System. International Journal of Advance Research, Ideas and Innovations in Technology, 2(4). 3656-3659.

Zhang, D. 2019. Fundamentals of Image Data Mining Analysis, Features, Classification and Retrieval. Springer, Cham.

Gonzalez, R.C. and Woods, R.E. 2018. Digital Image Processing. 4th ed, Pearson, New York.

Rangayyan, R.M., Acha, B. and Serrano, C. 2011. Color image processing with biomedical applications. SPIE, Washington.