Structured documents Documents can be represented as structures with a hierarchical arrangement of text and non-text nodes, where nodes are labelled by category names such as “paragraph” and “section”. Representing documents this way is a natural consequence of using the Standard Generalized Markup Language (SGML) to encode the content and form of documents [10, 11, 7]. SGML is widely used. HTM...

A company's financial documents use tables along with text to organize the data containing key performance indicators (KPIs) (such as profit and loss) a quantity linked them. The KPI’s in table might not be equal similarly described KPI's text. Auditors take substantial time manually audit these mistakes this process is called consistency checking. As compared existing work, paper attempts auto...

Text line extraction is an essential preprocessing step in many handwritten document image analysis tasks. It includes detecting text lines a and segmenting the regions of each detected line. Deep learning-based methods are frequently used for detection. However, only limited number tackle problems detection segmentation together. This paper proposes holistic method that applies Mask R-CNN extr...