基于运动模糊不变矩最小化反射代价的水面反射识别

S. Zhong, Yan Liu, Ling Shao, K. F. Chung
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引用次数: 2

摘要

水反射是一种典型的不完全反射对称问题,在图像内容分析中起着重要作用。然而,由于水波引起的形变复杂多样,现有的对称识别技术无法正确识别水面反射图像。为了解决这个问题,我们构造了一个由运动模糊不变矩组成的新的特征空间。此外,我们提出了一种有效的检测算法来确定水反射图像中的反射轴。通过在不同任务的真实图像数据集上的实验,所提出的技术在水面反射图像分类、反射轴检测和水面反射图像检索方面取得了令人印象深刻的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Water reflection recognition via minimizing reflection cost based on motion blur invariant moments
Water reflection, a kind of typical imperfect reflection symmetry problem, plays an important role in image content analysis. However, existing techniques of symmetry recognition cannot recognize water reflection images correctly because of the complex and various distortions caused by water wave. To address this difficulty, we construct a novel feature space which is composed of motion blur invariant moments. Moreover, we propose an efficient detection algorithm to determine the reflection axis in images with water reflection. By experimenting on real image dataset with different tasks, the proposed techniques demonstrate impressive results in the water reflection image classification, the reflection axis detection, and the retrieval of the images with water reflection.
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