一种基于图像识别的鱼群摄食节律精准投喂方法

By constructing a rhythmic TAPIR model, extracting fish body, bait, and disturbance query points, matching frame by frame to generate linked trajectories, calculating feeding phase states, identifying effective feeding results, and generating precise feeding control parameters, the problem of feeding rhythms being difficult to accurately reflect in existing feeding methods is solved, and precise feeding control is achieved.

CN122397664APending Publication Date: 2026-07-17FUJIAN GANDONG MARITIME GRANARY BREEDING CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
FUJIAN GANDONG MARITIME GRANARY BREEDING CO LTD
Filing Date
2026-06-17
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

Existing feeding methods are difficult to accurately reflect the actual feeding rhythm of fish at different feeding stages, resulting in underfeeding, overfeeding and uneaten food accumulation. Furthermore, image recognition-based methods are prone to misjudging the feeding status.

Method used

A rhythmic TAPIR model is constructed. The fish body, bait and disturbance query points are extracted through the heterogeneous query unit. The linkage trajectory is generated by frame-by-frame matching. The phase refinement unit calculates the feeding phase state and the event decomposition unit identifies the effective feeding results to generate precise feeding control parameters.

Benefits of technology

It improves the accuracy of judging the feeding status of fish, avoids deviations in judging feeding rhythm, and enables precise feeding control based on changes in feeding rhythm, reducing overfeeding, missed feeding, and misfeeding.

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Abstract

本发明公开了一种基于图像识别的鱼群摄食节律精准投喂方法,包括如下步骤:采集养殖水体投喂区域的视频图像和投喂设备运行数据,生成摄食图像序列、投喂区域标定结果和投喂记录序列;构建节律TAPIR模型;基于摄食图像序列和投喂区域标定结果,构建异质查询点集合;基于异质查询点集合、类别嵌入和摄食图像序列,生成联动轨迹集合;根据联动轨迹集合,生成摄食相位状态和摄食节律轨迹;结合摄食相位状态和摄食节律轨迹,生成摄食事件结果,构建摄食节律参数;基于摄食事件结果、摄食节律参数和投喂记录序列,生成精准投喂控制参数,发送至投喂设备执行投喂控制。本发明提高摄食识别和投喂控制精准性。
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