Article
Impact of Trait Measurement Error on Quantitative Genetic Analysis of Computer Vision-Derived Traits.
Genes - 24 Apr 2026
Bi Ye, Huang Yijian, Yu Haipeng, Morota Gota
Abstract excerpt
BACKGROUND: Quantitative genetic analysis of image- or video-derived phenotypes is increasingly being performed for a wide range of traits. Pig body weight values estimated by a conventional approach or a computer vision system can be considered two different measurements of the same trait but with different sources of phenotyping error. Previous studies have shown that trait measurement error, defined as the...
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