TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content

arXiv:2404.10305v2 Announce Type: replace
Abstract: The automatic recognition of tabular data in document images presents a significant challenge due to the diverse range of table styles and complex structures. Tables offer valuable content representation, enhancing the predictive capabilities of various systems such as search engines and Knowledge Graphs. Addressing the two main problems, namely table detection (TD) and table structure recognition (TSR), has traditionally been approached independently. In this research, we propose an end-to-end pipeline that integrates deep learning models, …

abstract arxiv capabilities challenge cs.cv data detection diverse document images knowledge ocr predictive recognition representation search systems table tables tabular tabular data type