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Monocular Mesh Recovery and Body Measurement of Female Saanen Goats
DescriptionWe constructed FemaleSaanenGoat, the first real-world 3D dataset of Saanen dairy goats, comprising synchronized eight-view RGBD videos of 55 goats across different age groups. Leveraging multi-view DynamicFusion technology, we achieved high-precision 3D reconstruction that captures detailed morphological characteristics. Building upon this foundation, we developed a parametric SaanenGoat model that enables automatic measurement of six key body dimension indicators—includingbody length, height, chest width, chest girth, hip width, and hip height—from single-view inputs. This framework provides an efficient solution for automated phenotypic assessment in dairy goat breeding, offering significant advantages over traditional manual measurement methods for livestock management and breeding programs.