13 code implementations • ICCV 2019 • Jeonghun Baek, Geewook Kim, Junyeop Lee, Sungrae Park, Dongyoon Han, Sangdoo Yun, Seong Joon Oh, Hwalsuk Lee
Many new proposals for scene text recognition (STR) models have been introduced in recent years.
Ranked #7 on Scene Text Recognition on ICDAR 2003
1 code implementation • NeurIPS Workshop Document_Intelligen 2019 • Seunghyun Park, Seung Shin, Bado Lee, Junyeop Lee, Jaeheung Surh, Minjoon Seo, Hwalsuk Lee
OCR is inevitably linked to NLP since its final output is in text.
1 code implementation • NeurIPS Workshop Document_Intelligen 2019 • Wonseok Hwang, Seonghyeon Kim, Minjoon Seo, Jinyeong Yim, Seunghyun Park, Sungrae Park, Junyeop Lee, Bado Lee, Hwalsuk Lee
Parsing textual information embedded in images is important for various down- stream tasks.
Optical Character Recognition Optical Character Recognition (OCR)
no code implementations • 25 Sep 2019 • Sungrae Park, Geewook Kim, Junyeop Lee, Junbum Cha, Ji-Hoon Kim Hwalsuk Lee
When compared to Transformers with a comparable number of parameters and time complexity, the proposed model shows better performance.
2 code implementations • 10 Oct 2019 • Junyeop Lee, Sungrae Park, Jeonghun Baek, Seong Joon Oh, Seonghyeon Kim, Hwalsuk Lee
Scene text recognition (STR) is the task of recognizing character sequences in natural scenes.
Ranked #3 on Scene Text Recognition on ICDAR 2003
no code implementations • 3 May 2020 • Kai Zhang, Shuhang Gu, Radu Timofte, Taizhang Shang, Qiuju Dai, Shengchen Zhu, Tong Yang, Yandong Guo, Younghyun Jo, Sejong Yang, Seon Joo Kim, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Jing Liu, Kwangjin Yoon, Taegyun Jeon, Kazutoshi Akita, Takeru Ooba, Norimichi Ukita, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Dongliang He, Wenhao Wu, Yukang Ding, Chao Li, Fu Li, Shilei Wen, Jianwei Li, Fuzhi Yang, Huan Yang, Jianlong Fu, Byung-Hoon Kim, JaeHyun Baek, Jong Chul Ye, Yuchen Fan, Thomas S. Huang, Junyeop Lee, Bokyeung Lee, Jungki Min, Gwantae Kim, Kanghyu Lee, Jaihyun Park, Mykola Mykhailych, Haoyu Zhong, Yukai Shi, Xiaojun Yang, Zhijing Yang, Liang Lin, Tongtong Zhao, Jinjia Peng, Huibing Wang, Zhi Jin, Jiahao Wu, Yifu Chen, Chenming Shang, Huanrong Zhang, Jeongki Min, Hrishikesh P. S, Densen Puthussery, Jiji C. V
This paper reviews the NTIRE 2020 challenge on perceptual extreme super-resolution with focus on proposed solutions and results.
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.
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 • COLING 2020 • Sungrae Park, Geewook Kim, Junyeop Lee, Junbum Cha, Ji-Hoon Kim, Hwalsuk Lee
This paper introduces a method that efficiently reduces the computational cost and parameter size of Transformer.
no code implementations • 23 Jul 2021 • Junyeop Lee, Yoonsik Kim, Seonghyeon Kim, Moonbin Yim, Seung Shin, Gayoung Lee, Sungrae Park
Scene text editing (STE), which converts a text in a scene image into the desired text while preserving an original style, is a challenging task due to a complex intervention between text and style.
no code implementations • 18 Nov 2022 • Gwantae Kim, Youngsuk Ryu, Junyeop Lee, David K. Han, Jeongmin Bae, Hanseok Ko
To achieve the goal, the proposed method predicts expression from the sentences using a text classification model based on a pretrained language model and generates gestures using the gate recurrent unit-based autoregressive model.