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Estimating Broiler Breeder Welfare Using Image Analysis

机译:使用图像分析估算肉鸡饲养员福利

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The research proposes a methodology for estimating broiler breeder thermal welfare. Bird's behavioral responses are known as an important indication of well-being. The continuous video recording of a flock analyzed may offer interesting evidences of thermal comfort as well as other indications of welfare, and automation of the analyzing process is vital for getting knowledge, as a person watching the video and recording specific behaviors may induce to certain degree of error. An algorithm for classifying specific broiler breeder behavior was developed. Videos were recorded over three boxes were 30 breeder were reared. The boxes were mounted inside an environmental chamber were ambient temperature varied from cold to hot. Digital images were processed based on the number of pixels, according to their light intensity variation and binary contrast allowing a sequence of behaviors related to welfare. The system used the default of x, y coordinates, where x represents the horizontal distance from the top left of the work area to the point P, and y is the vertical distance. The video image was observed and a grid was developed for identifying the area the birds stayed. The sequence was analyzed frame by frame confronting the data with specific adoptedthermal neutral rearing standards. The grid mask overlapped the real bird image. The resulting image after the analysis allows the visualization of cluster, as birds in flock behave in certain patterns.
机译:该研究提出了一种估算肉鸡饲养剂热福利的方法。鸟的行为反应被称为福祉的重要迹象。分析的羊群的连续视频录制可以为热舒适以及其他福利的其他指示提供有趣的证据,并且分析过程的自动化对于知识至关重要,因为观看视频和记录特定行为的人可能会引起某些程度错误。开发了一种分类特定肉鸡饲养行为的算法。视频被录制在三个盒子上是30名饲养员。盒子安装在环境室内,环境温度从冷到热量变化。根据它们的光强度变化和二进制对比度,基于像素的数量来处理数字图像,允许与福利有关的行为序列。系统使用x,y坐标的默认值,其中x表示从工作区域的左上角到点p的水平距离,y是垂直距离。观察视频图像并开发了网格,用于识别鸟类停留的区域。通过帧分析框架框架,这些框架面对具有特定采用的热中立的饲养标准的数据。网格面具重叠了真实的鸟图像。在分析后产生的图像允许集群的可视化,因为群中的鸟类在某些模式中的行为。

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