no code implementations • 1 May 2023 • Youngmin Baek, Daehyun Nam, Jaeheung Surh, Seung Shin, Seonghyeon Kim
In this work, we analyze the natural characteristics of a table, where a table is composed of cells and each cell is made up of borders consisting of edges.
1 code implementation • 10 Aug 2021 • Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park
On the other hand, this paper tackles the problem by going back to the basic: effective combination of text and layout.
Ranked #5 on Relation Extraction on FUNSD
no code implementations • 1 Jan 2021 • Teakgyu Hong, Donghyun Kim, Mingi Ji, Wonseok Hwang, Daehyun Nam, Sungrae Park
Although the recent advance in OCR enables the accurate extraction of text segments, it is still challenging to extract key information from documents due to the diversity of layouts.
no code implementations • ECCV 2020 • Youngmin Baek, Seung Shin, Jeonghun Baek, Sungrae Park, Junyeop Lee, Daehyun Nam, Hwalsuk Lee
This architecture is formed by utilizing detection outputs in the recognizer and propagating the recognition loss through the detection stage.
1 code implementation • 11 Jun 2020 • Youngmin Baek, Daehyun Nam, Sungrae Park, Junyeop Lee, Seung Shin, Jeonghun Baek, Chae Young Lee, Hwalsuk Lee
We believe that our metrics can play a key role in developing and analyzing state-of-the-art text detection and recognition methods.