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Image segmentation from focus varied images using graph cuts

机译:使用图形切割从焦点变化的图像中进行图像分割

摘要

A system for providing an adjusted image of a scene includes an optical assembly, a capturing system coupled to the optical assembly, and a control system. The optical assembly is adjustable to alternatively be focused on a first focal area and a second focal area that is different than the first focal area. The capturing system captures a first frame of the scene when the optical assembly is focused at the first focal area, and a second frame of the scene when the optical assembly is focused at the second focal area. The first frame includes a plurality of first pixels and the second frame includes a plurality of second pixels. The control system analyzes the first frame and the second frame and utilizes graph cuts techniques to assign a depth label to at least a portion of the first frame.
机译:用于提供场景的调整后的图像的系统包括光学组件,耦合到该光学组件的捕获系统以及控制系统。光学组件是可调节的,以可替代地聚焦在第一聚焦区域和与第一聚焦区域不同的第二聚焦区域上。当光学组件聚焦在第一聚焦区域时,捕获系统捕获场景的第一帧,而当光学组件聚焦在第二聚焦区域时,捕获场景的第二帧。第一帧包括多个第一像素,第二帧包括多个第二像素。控制系统分析第一帧和第二帧并利用图形切割技术将深度标签分配给第一帧的至少一部分。

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