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PR 42 , 11 (2009), 2961 -- 2978 . Li Zhang, Andy M Yip, Michael S Brown, and Chew Lim Tan. 2009. A unified framework for document restoration using inpainting and shape-from-shading. PR 42, 11 (2009), 2961--2978.","journal-title":"PR"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_45_1","DOI":"10.1109\/TPAMI.2007.70831"},{"doi-asserted-by":"crossref","unstructured":"Yu Zhang Changsong Liu Xiaoqing Ding and Yanming Zou. 2008. Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines. In ICPR. 1--4. Yu Zhang Changsong Liu Xiaoqing Ding and Yanming Zou. 2008. Arbitrary warped document image restoration based on segmentation and Thin-Plate Splines. In ICPR. 1--4.","key":"e_1_3_2_2_46_1","DOI":"10.1109\/ICPR.2008.4761528"},{"doi-asserted-by":"crossref","unstructured":"Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li and Yi Yang. 2020. Random erasing data augmentation. In AAAI. 13001--13008. Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li and Yi Yang. 2020. 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