快速优化二进制模板匹配在漫画版权保护中的应用

Mathieu Delalandre, M. Iwata, K. Kise
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引用次数: 4

摘要

模板匹配是一种通过将图像的部分与另一图像进行比较来对目标进行分类的技术。在图像中查找给定模板通常是通过扫描图像并评估与模板的相似性来执行的。当扫描涉及到整个图像的模板匹配是最优的。本文考虑了模板匹配的一种特殊情况,其中模板是二进制的。虽然从模式识别的早期开始,二值模板匹配就得到了广泛的研究,但在文档图像分析(DIA)中似乎不再使用该技术。主要原因arête时间复杂性、对尺度和旋转的不变性以及相似性度量缺乏适应性。然而,在过去的几年里,不同的贡献已经被研究来改善这些方面:鲁棒性和相似性度量的识别能力,它们的表征,在硬件支持下的时间处理优化等。在本文中,我们将首先回顾一些关于二进制模板匹配的最新问题。在此基础上,提出了一种基于位运算符和并行处理的漫画版权保护二进制模板快速准确匹配系统。该系统与基于fft的模板匹配进行了比较,在处理时间和检测精度上都有明显的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast and Optimal Binary Template Matching Application to Manga Copyright Protection
Template matching is a technique used in classifying an object by comparing portions of images with another image. Finding a given template in an image is typically performed by scanning the image and evaluating the similarity with the template. When the scanning is concerned with the entire image template matching is optimal. This paper considers a special case of template matching where the templates are binary. Although binary template matching has been studied extensively since the early days of pattern recognition, this technique seems not longer in use in Document Image Analysis (DIA). The major reasons arête time complexity, the no-invariance to scale and rotation and the lack of adaptability of similarity measures. However, different contributions have been investigated during the last years to improve these aspects: robustness and discrimination capability of similarity measures, their characterization, time-processing optimization with hardware support, etc. In this paper, we will review first some of the recent issues about binary template matching. We will present then a system exploiting bitwise operators and parallel processing supporting fast and accurate binary template matching for Manga copyright protection. This system is compared to a FFT-based template matching, and it outperforms both in processing-time and detection accuracy.
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