基于极坐标图像投影直方图和FFT的中国象棋识别

Peng Hu, Yangyu Luo, Chengrong Li
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引用次数: 9

摘要

计算机视觉对中国象棋的识别包括棋类检测和棋类字符识别两个方面,其过程要快速、鲁棒。本文首先利用Robert算子获取棋类的边缘信息,然后通过数学形态学和模板圆法实现棋类的检测、定位和分割。提出了一种基于极坐标图像投影直方图和快速傅里叶变换的象棋字符旋转不变性提取算法。实验表明,该算法能够在300ms内准确识别出所有棋局,并且对任意旋转都具有鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chinese Chess Recognition Based on Projection Histogram of Polar Coordinates Image and FFT
The recognition of Chinese chess through computer vision includes chess detection and its character recognition, and the process should be fast and robust. In this paper, Robert operator is used to get the edge information of chess, then detection, localization and segmentation of the chess are realized through mathematical morphology and template circle method. A new algorithm based on projection histogram of polar coordinates image and Fast Fourier Transform is introduced to extract the rotation-invariant feature of chess characters. Experiments show that the algorithm can accurately recognize all chesses within 300 ms, and is robust to any rotation.
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