Title :
Study on application of image recognition technique in the cow body condition score
Author :
Jianfei, Liu ; Wei, Jiang ; Yuanhao, Guo
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
Abstract :
The traditional cow body condition score method requires the professionals who master the standards of body condition score. And there are some subjective differences between the scores from different raters. This paper presents an automatic method of cow body condition score using digital image recognition technology. Preprocess the images of cow tail and then use the PCA method for image recognition. The experimental results show that this new method is practical in a certain range of error.
Keywords :
agricultural engineering; image recognition; principal component analysis; PCA method; body condition score; cow body condition score; digital image recognition technology; image recognition technique; Cows; Face recognition; Image databases; Image recognition; Principal component analysis; Training; Vectors;
Conference_Titel :
Communication Technology (ICCT), 2011 IEEE 13th International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-1-61284-306-3
DOI :
10.1109/ICCT.2011.6157899