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Detecting an object in an image using edge detection and morphological processing

机译:使用边缘检测和形态学处理检测图像中的物体

摘要

A representation of an object in a live event is detected in an image of the event. A location of the object in the live event is translated to an estimated location in the image based on camera sensor and/or registration data. A search area is determined around the estimated location in the image. A direction of motion of the object in the image is also determined. A representation of the object is identified in the search area by detecting edges of the object, e.g., perpendicular to the direction of motion and parallel to the direction of motion, performing morphological processing, and matching against a model or other template of the object. Based on the position of the representation of the object, the camera sensor and/or registration data can be updated, and a graphic can be located in the image substantially in real time.
机译:在事件的图像中检测到实时事件中对象的表示。基于摄像机传感器和/或注册数据,将实况事件中的对象位置转换为图像中的估计位置。在图像中的估计位置周围确定搜索区域。还确定对象在图像中的运动方向。通过检测物体的边缘,例如垂直于运动方向和平行于运动方向,执行形态学处理,并与物体的模型或其他模板进行匹配,来在搜索区域中识别物体的表示。基于对象的表示的位置,可以更新相机传感器和/或注册数据,并且可以基本实时地在图像中定位图形。

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