基于多源数据融合的黑山羊体尺体重智能测定装置及方法

By using multi-source data fusion technology, the problem of high-precision integrated measurement of body size and weight of black goats has been solved, realizing high-precision measurement and full-process digital management in dynamic scenarios, and improving the scientificity and accuracy of breeding decisions.

CN122155887BActive Publication Date: 2026-07-17SOUTH CHINA AGRICULTURAL UNIVERSITY

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
SOUTH CHINA AGRICULTURAL UNIVERSITY
Filing Date
2026-05-08
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing technologies are insufficient to achieve high-precision integrated measurement and full-process digital management of body size and weight of black goats in dynamic scenarios, especially in terms of the lack of depth information for dark-wool goats, dynamic weighing error compensation, and intelligent decision-making transformation.

Method used

A multi-source data fusion method was adopted, including collecting black goat identity information, weight data and 3D point cloud data. Body size parameters were generated through multi-level denoising, deep repair, multi-stage registration and fusion and semantic segmentation. Combined with the health condition evaluation system, breeding decision suggestions were output.

Benefits of technology

It enables high-precision integrated measurement of body size and weight of black goats in dynamic scenarios, reduces stress interference, improves the real-time performance and integrity of data, supports full-process digital management, and enhances the scientificity and accuracy of breeding decisions.

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Abstract

本发明公开了基于多源数据融合的黑山羊体尺体重智能测定装置及方法,属于羊体测量技术领域,方法包括:采集黑山羊的身份信息、进出方向和体重数据;采集黑山羊的三维点云数据,进行多级去噪、深度修复、多阶段配准融合和语义分割,生成黑山羊的体尺参数;将黑山羊的体尺参数、体重数据、身份信息和养殖环境数据融合,输入健康体况评价体系,得到养殖决策建议。本发明在最大限度降低对羊只应激干扰的同时,实现了身份识别、自动化盘点、体尺体重一体化精准测定及智能化决策生成的全流程数字化闭环,显著提升了规模化养殖的资产管控效率与决策科学性。解决了现有技术难以实现体尺体重的高精度一体化测定与全流程数字化管理的问题。
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