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An Approach to Detect an Image as a Selfie Using Object Recognition Methods

机译：使用对象识别方法检测图像作为自拍照的方法

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摘要

Selfie is the act of taking self portrait through the front camera of the mobile. By visualizing the captured image one can identify the details regarding the image such as number of objects, location and much more. By the method of object recognition in the image we can identify whether the image taken is a selfie or not. For this we should first segregate both the foreground and background details from an image. From the details of foreground one can identify the object (i.e., the person taking the selfie) and from the background we can tell about the location. Using various object recognition methods such as exhaustive search, segmentation, selective search, Gaussian mixture model the information regarding objects, foreground and background can be detected. And further the value of foreground and background will be compared with a certain threshold value and according to the obtained result can recognized whether an image is a selfie or not. In this paper we are presenting an approach which can be used to detect an image is a selfie.
机译：Selfie是通过移动前台摄像机采取自画像的行为。通过可视化捕获的图像，可以识别关于诸如对象数量，位置等的图像的细节。通过图像中的对象识别方法，我们可以识别所拍摄的图像是否是自拍照。为此，我们应该首先从图像中分离前景和背景细节。从前景的细节中可以识别对象（即，采取自拍照的人）和我们可以讲述位置的背景。使用诸如详尽的搜索，分段，选择性搜索，高斯混合模型的各种对象识别方法可以检测到关于对象，前景和背景的信息。此外，将与某个阈值进行比较前景和背景的值，并且根据所获得的结果可以识别图像是否是自拍照。在本文中，我们呈现一种可以用于检测图像的方法是自拍照。

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