@article{ART003176672},
author={Hyun-Soo Lee and Jae-Woong Kim and Won-Cheol Park},
title={OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={2},
pages={99-105}
TY - JOUR
AU - Hyun-Soo Lee
AU - Jae-Woong Kim
AU - Won-Cheol Park
TI - OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 2
PB - The Korean Society Of Computer And Information
SP - 99
EP - 105
SN - 1598-849X
AB - As of 2024, as the pet tech market expands and the number of households raising companion animals increases, much interest and research is being devoted to extending lifespan. In this paper, in order to extend the lifespan of companion animals, we propose a system that uses OpenCV's Teachable Machine technology to analyze the sleep patterns of elderly dogs in need of management and care and provide sleep status information. To analyze sleep patterns, images are collected and trained in advance, and based on this, the data is classified into five behavioral models and stored in the database. The classified behavioral models are compared with real-time input data through CCTV-style home monitoring, and if they match by 70% or more, information such as the time of occurrence, type of abnormal behavior, and possible response actions are sent to the pet owner via mobile notification. This system is expected to help pet owners quickly identify the condition of their senior dogs and take appropriate actions when necessary.
KW - OpenCV(Open Source Computer Vision);Teachable Machine;Senior Dog;Sleep Pattern;Pet
DO -
UR -
ER -
Hyun-Soo Lee, Jae-Woong Kim and Won-Cheol Park. (2025). OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine. Journal of The Korea Society of Computer and Information, 30(2), 99-105.
Hyun-Soo Lee, Jae-Woong Kim and Won-Cheol Park. 2025, "OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine", Journal of The Korea Society of Computer and Information, vol.30, no.2 pp.99-105.
Hyun-Soo Lee, Jae-Woong Kim, Won-Cheol Park "OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine" Journal of The Korea Society of Computer and Information 30.2 pp.99-105 (2025) : 99.
Hyun-Soo Lee, Jae-Woong Kim, Won-Cheol Park. OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine. 2025; 30(2), 99-105.
Hyun-Soo Lee, Jae-Woong Kim and Won-Cheol Park. "OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine" Journal of The Korea Society of Computer and Information 30, no.2 (2025) : 99-105.
Hyun-Soo Lee; Jae-Woong Kim; Won-Cheol Park. OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine. Journal of The Korea Society of Computer and Information, 30(2), 99-105.
Hyun-Soo Lee; Jae-Woong Kim; Won-Cheol Park. OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine. Journal of The Korea Society of Computer and Information. 2025; 30(2) 99-105.
Hyun-Soo Lee, Jae-Woong Kim, Won-Cheol Park. OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine. 2025; 30(2), 99-105.
Hyun-Soo Lee, Jae-Woong Kim and Won-Cheol Park. "OpenCV-based Geriatric Dog Behavior Monitoring System: Sleep and Abnormal Behavior Analysis Using Teachable Machine" Journal of The Korea Society of Computer and Information 30, no.2 (2025) : 99-105.
