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Points of focus from color radial symmetry maps

机译:颜色径向对称图的焦点

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摘要

In this paper we present a new detector of points of focus. Based on psychological works stating that the symmetry attracts the eye, we have chosen objects' centers as points having a high visual interest [1]. Various works based on gray scale gradients used symmetry to detect points of focus. In this work, we propose the integration of color information in the process of detection which will provide more distinctive symmetry maps. We have test the robustness of our approach under image transformations like illumination changes, noise and occlusion. The results obtained prove that our detector offers best results comparing to the gray scale approach with more robustness face to image transformations.
机译:在本文中,我们提出了一种新的焦点检测器。基于表明对称性吸引眼球的心理学工作,我们选择了对象的中心作为具有高度视觉兴趣的点[1]。基于灰度梯度的各种工作都使用对称性来检测焦点。在这项工作中,我们建议在检测过程中整合颜色信息,这将提供更加独特的对称图。我们已经测试了我们的方法在图像变换(例如照度变化,噪声和遮挡)下的鲁棒性。所获得的结果证明,与灰度方法相比,我们的检测器可提供最佳结果,并且具有面对图像变换的更高鲁棒性。

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