What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels

7 March 2021

Papers citing "What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels"

22 / 22 papers shown

Title
VL-Reader: Vision and Language Reconstructor is an Effective Scene Text Recognizer Humen Zhong Zhibo Yang Zhaohai Li Peng Wang Jun Tang Wenqing Cheng Cong Yao 23 1 0 18 Sep 2024
Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition Bangbang Zhou Yadong Qu Zixiao Wang Zicheng Li Boqiang Zhang Hongtao Xie 47 1 0 08 Jul 2024
IndicSTR12: A Dataset for Indic Scene Text Recognition Harsh Lunia Ajoy Mondal C. V. Jawahar 24 2 0 12 Mar 2024
An Empirical Study of Scaling Law for OCR Miao Rang Zhenni Bi Chuanjian Liu Yunhe Wang Kai Han 41 6 0 29 Dec 2023
Scene Text Image Super-resolution based on Text-conditional Diffusion Models Chihiro Noguchi Shun Fukuda Masao Yamanaka DiffM 33 10 0 16 Nov 2023
SCOB: Universal Text Understanding via Character-wise Supervised Contrastive Learning with Online Text Rendering for Bridging Domain Gap Daehee Kim Yoon Kim Donghyun Kim Yumin Lim Geewook Kim Taeho Kil 34 3 0 21 Sep 2023
DTrOCR: Decoder-only Transformer for Optical Character Recognition Masato Fujitake 51 35 0 30 Aug 2023
LISTER: Neighbor Decoding for Length-Insensitive Scene Text Recognition Changxu Cheng Peng Wang Cheng Da Qi Zheng Cong Yao 40 15 0 24 Aug 2023
CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model Shuai Zhao Xiaohan Wang Linchao Zhu Yezhou Yang CLIP VLM 23 25 0 23 May 2023
Indian Commercial Truck License Plate Detection and Recognition for Weighbridge Automation Siddharth Agrawal Keyur D. Joshi 35 4 0 23 Nov 2022
Masked Vision-Language Transformers for Scene Text Recognition Jie Wu Ying Peng Shenmin Zhang Weigang Qi Jian Zhang 35 3 0 09 Nov 2022
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition Dajian Zhong Shujing Lyu P. Shivakumara Bing Yin Jiajia Wu Umapada Pal Yue Lu 32 20 0 21 Jul 2022
Scene Text Recognition with Permuted Autoregressive Sequence Models Darwin Bautista Rowel Atienza 26 169 0 14 Jul 2022
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated Texts Jeonghun Baek Yusuke Matsui Kiyoharu Aizawa 42 13 0 11 Jul 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 24 19 0 08 May 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 22 29 0 20 Mar 2022
Language Matters: A Weakly Supervised Vision-Language Pre-training Approach for Scene Text Detection and Spotting Chuhui Xue Wenqing Zhang Yu Hao Shijian Lu Philip Torr Song Bai VLM 40 31 0 08 Mar 2022
Self-supervised Implicit Glyph Attention for Text Recognition Tongkun Guan Chaochen Gu Jingzheng Tu Xuehang Yang Qi Feng Yudi Zhao Xiaokang Yang Wei Shen 34 25 0 07 Mar 2022
Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study Haiyang Yu Jingye Chen Bin Li Jianqi Ma Mengnan Guan Xixi Xu Xiaocong Wang Shaobo Qu Xiangyang Xue 19 55 0 30 Dec 2021
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World Shangbang Long Cong Yao 50 67 0 24 Mar 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 267 1,275 0 06 Mar 2017
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images Andreas Veit Tomas Matera Lukás Neumann Jirí Matas Serge J. Belongie 188 515 0 26 Jan 2016