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Method and Apparatus for Pig's Room Background Removal using Texture Information

机译:利用纹理信息去除猪房背景的方法和装置

摘要

Provided are a method and an apparatus for removing a background of a pig pen using texture information which can accurately detect only a pig by removing a background (e.g. a floor or a wall) in a pig pen. The method for removing a background of a pig pen using texture information comprises the steps of: obtaining a depth information image by photographing an object in a space through a camera, and correcting depth information of the obtained image; removing a floor area by projecting the image in which the depth information is corrected, onto a gabor filter; performing a difference image technique by individually projecting an image of a space which includes the object and an image of a space which does not include the object onto the gabor filter, and inverting the images thereafter; performing an erosion operation to separate a noise area from the object in the image performing the difference image technique; and performing an expansion operation to restore a size reduced by performing the erosion operation.
机译:提供了一种用于通过使用纹理信息来去除猪笔的背景的方法和设备,该信息和信息可以通过去除猪笔中的背景(例如地板或墙壁)而仅精确地检测猪。使用纹理信息去除猪笔的背景的方法包括以下步骤:通过用照相机拍摄空间中的物体来获得深度信息图像,并校正所获得的图像的深度信息;以及通过将校正了深度信息的图像投影到伽柏滤波器上来去除地板区域;通过将包括对象的空间的图像和不包括对象的空间的图像分别投影到gabor滤波器上,然后反转图像来执行差分图像技术。在执行差分图像技术的图像中执行腐蚀操作以将噪声区域与对象分离开;并执行扩展操作以恢复通过执行腐蚀操作而减小的尺寸。

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