An integrated method for ancient Chinese tablet images de-noising based on assemble of multiple image smoothing filters

作者：Shi, Zhenghao; Xu, Binxin; Zheng, Xia^*; Zhao, Minghua

来源：Multimedia Tools and Applications, 2016, 75(19): 12245-12261.

DOI：10.1007/s11042-016-3421-3

• Image de-noising
• Guided filter
• Multi-scale Retinex
• Scan-length

There are unavoidably lots of noises in tablet images due to natural or man-made decay, which have a significant affect on learning and studying of the ancient Chinese calligraphy works with Chinese tablet images. To address this problem, an integrated de-noising method, based on assemble of multiple image smoothing filters, is proposed in this paper. To avoid damaging characters and losing detail information, input Chinese tablet images are enhanced by the Guided filter and multi-scale Retinex filter firstly. Then the enhanced tablet images are converted to binary ones by the Otsu thresholding filter. Finally, most random and block noises are removed using an improved scan-length statistics filter based on connected region. The performance of the proposed method was validated on our Chinese tablet image data set, which consists of 200 Chinese tablet images with different kinds of noise. Experiments show that, the proposed method can effectively remove most image noise (including various block noise, linear noise and ant-like noise) and preserve characters better than existing methods.

• 出版日期2016-10
• 单位西安理工大学; 浙江大学