An automatic performance evaluation method for document page segmentation
Liangrui Peng, Ming Chen, Changsong Liu, Xiaoqing Ding, Jirong Zheng · 2002
Automatic performance evaluation for a document page segmentation module is necessary, as OCR products are used to manipulate large scale of documents with complex layout, especially for newspapers. The paper presents a region-based method to evaluate the performance of a page segmentation module by analyzing geometric region relationships between the segmentation results and the preset ground-truth. The ground-truth is not only the correct answer to page segmentation, but also the comparison benchmark of the automatic evaluation, so it has more restricted geometric constraints. The region-matching algorithm is realized by searching the equal region in the segmentation results for each region in the ground-truth. The performance parameters are calculated based on the matching results. An experiment is given to test two page segmentation modules in a popular Chinese OCR product-THOCR2000, and the results show this method is effective.