@article{ART002524951},
author={Ho-Young Kwak and Woo-Chan Kim and Jin-Wook Chang},
title={A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2019},
volume={24},
number={11},
pages={153-161},
doi={10.9708/jksci.2019.24.11.153}
TY - JOUR
AU - Ho-Young Kwak
AU - Woo-Chan Kim
AU - Jin-Wook Chang
TI - A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds
JO - Journal of The Korea Society of Computer and Information
PY - 2019
VL - 24
IS - 11
PB - The Korean Society Of Computer And Information
SP - 153
EP - 161
SN - 1598-849X
AB - In this paper, we proposed a method to measure the feed intake of cattle using the cattle's gulp downing sounds. To measure the sound of cattle's gulp downing, the recording is performed through a wearable device attached to the cattle's neck. A lot of noises are recorded according to the ranching environment. This paper proposed a method for spectralizing raw gulping sound data containing white noise and removing white noise through the signal transformation using a filter. This allows the feed intake to be measured. Through the proposed white noise reduction method, it was possible to extract only the cattle's gulp downing sound, and through this, the number of cattle's gulp downing could be measured. The proposed method in this paper makes it possible to measure cattle's feed intake easily, so that estrus prediction, health care for cattle, and feed management can be done efficiently.
KW - Gulp downing sound;White noise;Feed intake;Sound spectrum;Signal transformation
DO - 10.9708/jksci.2019.24.11.153
ER -
Ho-Young Kwak, Woo-Chan Kim and Jin-Wook Chang. (2019). A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds. Journal of The Korea Society of Computer and Information, 24(11), 153-161.
Ho-Young Kwak, Woo-Chan Kim and Jin-Wook Chang. 2019, "A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds", Journal of The Korea Society of Computer and Information, vol.24, no.11 pp.153-161. Available from: doi:10.9708/jksci.2019.24.11.153
Ho-Young Kwak, Woo-Chan Kim, Jin-Wook Chang "A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds" Journal of The Korea Society of Computer and Information 24.11 pp.153-161 (2019) : 153.
Ho-Young Kwak, Woo-Chan Kim, Jin-Wook Chang. A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds. 2019; 24(11), 153-161. Available from: doi:10.9708/jksci.2019.24.11.153
Ho-Young Kwak, Woo-Chan Kim and Jin-Wook Chang. "A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds" Journal of The Korea Society of Computer and Information 24, no.11 (2019) : 153-161.doi: 10.9708/jksci.2019.24.11.153
Ho-Young Kwak; Woo-Chan Kim; Jin-Wook Chang. A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds. Journal of The Korea Society of Computer and Information, 24(11), 153-161. doi: 10.9708/jksci.2019.24.11.153
Ho-Young Kwak; Woo-Chan Kim; Jin-Wook Chang. A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds. Journal of The Korea Society of Computer and Information. 2019; 24(11) 153-161. doi: 10.9708/jksci.2019.24.11.153
Ho-Young Kwak, Woo-Chan Kim, Jin-Wook Chang. A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds. 2019; 24(11), 153-161. Available from: doi:10.9708/jksci.2019.24.11.153
Ho-Young Kwak, Woo-Chan Kim and Jin-Wook Chang. "A Method of White Noise Reduction for Recognizing Cattle's Gulp Downing Sounds" Journal of The Korea Society of Computer and Information 24, no.11 (2019) : 153-161.doi: 10.9708/jksci.2019.24.11.153
