What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis

3 April 2019

Papers citing "What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis"

50 / 78 papers shown

Title
DOTA: Deformable Optimized Transformer Architecture for End-to-End Text Recognition with Retrieval-Augmented Generation Naphat Nithisopa Teerapong Panboonyuen ViT 26 0 0 07 May 2025
NCAP: Scene Text Image Super-Resolution with Non-CAtegorical Prior Dongwoo Park Suk Pil Ko 180 0 0 01 Apr 2025
Type-R: Automatically Retouching Typos for Text-to-Image Generation Wataru Shimoda Naoto Inoue Daichi Haraguchi Hayato Mitani S. Uchida Kota Yamaguchi DiffM 104 0 0 27 Nov 2024
TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control Weichao Zeng Yan Shu Zhenhang Li Dongbao Yang Yu Zhou DiffM 24 7 0 14 Oct 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
Text in the Dark: Extremely Low-Light Text Image Enhancement Che-Tsung Lin Chun Chet Ng Zhi Qin Tan Wan Jun Nah Xinyu Wang Jie-Long Kew Po-Hao Hsu Shang-Hong Lai Chee Seng Chan Christopher Zach 32 0 0 22 Apr 2024
Mixed Text Recognition with Efficient Parameter Fine-Tuning and Transformer Da Chang Yu Li 72 2 0 19 Apr 2024
Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition Carlos Peñarrubia Carlos Garrido-Munoz J. J. Valero-Mas Jorge Calvo-Zaragoza 37 1 0 17 Apr 2024
IndicSTR12: A Dataset for Indic Scene Text Recognition Harsh Lunia Ajoy Mondal C. V. Jawahar 24 2 0 12 Mar 2024
Font Impression Estimation in the Wild Kazuki Kitajima Daichi Haraguchi Seiichi Uchida 18 0 0 23 Feb 2024
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing Yan Shu Weichao Zeng Zhenhang Li Fangmin Zhao Yu Zhou 32 3 0 05 Feb 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
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition Xiaomeng Yang Zhi Qiao Yu Zhou DiffM 62 1 0 19 Dec 2023
Scene Text Recognition Models Explainability Using Local Features M. Ty Rowel Atienza 39 1 0 14 Oct 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
Scene Text Recognition with Image-Text Matching-guided Dictionary Jiajun Wei Hongjian Zhan X. Tu Yue Lu Umapada Pal VLM 17 0 0 08 May 2023
DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents M. Dhouib G. Bettaieb A. Shabou 20 21 0 24 Apr 2023
TransDocs: Optical Character Recognition with word to word translation Abhishek Bamotra P. Uppala 23 1 0 15 Apr 2023
Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition Rayson Laroca Valter Estevam A. Britto Rodrigo Minetto David Menotti 28 10 0 10 Apr 2023
Scalable handwritten text recognition system for lexicographic sources of under-resourced languages and alphabets J. Idziak A. Šeļa Michal Wozniak Albert Lesniak Joanna Byszuk Maciej Eder 35 2 0 28 Mar 2023
Extending TrOCR for Text Localization-Free OCR of Full-Page Scanned Receipt Images Hongkuan Zhang Edward Whittaker I. Kitagishi 21 2 0 11 Dec 2022
Exploring Stroke-Level Modifications for Scene Text Editing Yadong Qu Qingfeng Tan Hongtao Xie Jianjun Xu Yuxin Wang Yongdong Zhang DiffM 34 33 0 05 Dec 2022
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting Shancheng Fang Zhendong Mao Hongtao Xie Yuxin Wang C. Yan Yongdong Zhang 32 53 0 19 Nov 2022
Scene Text Recognition with Semantics Joshua Cesare Placidi Yishu Miao Zixu Wang Lucia Specia 21 1 0 19 Oct 2022
Trixi the Librarian Fabian Wieczorek Shang Liu Bjorn Sygo Mykhailo Koshil 26 0 0 18 Oct 2022
Searching a High-Performance Feature Extractor for Text Recognition Network Hui Zhang Quanming Yao James T. Kwok X. Bai 28 7 0 27 Sep 2022
Out-of-Vocabulary Challenge Report Sergi Garcia-Bordils Andrés Mafla Ali Furkan Biten Oren Nuriel Aviad Aberdam Shai Mazor Ron Litman Dimosthenis Karatzas 14 16 0 14 Sep 2022
GLASS: Global to Local Attention for Scene-Text Spotting Roi Ronen Shahar Tsiper Oron Anschel I. Lavi Amir Markovitz R. Manmatha 21 42 0 05 Aug 2022
Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition Xudong Xie Ling Fu Zhifei Zhang Zhaowen Wang X. Bai ViT 34 45 0 31 Jul 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
Self-Training of Handwritten Word Recognition for Synthetic-to-Real Adaptation Fabian Wolf G. Fink 25 5 0 07 Jun 2022
Disentangled Generation Network for Enlarged License Plate Recognition and A Unified Dataset Chenglong Li Xiaobin Yang Guo-You Wang A. Zheng Chang Tan Ruoran Jia Jin Tang 30 4 0 02 Jun 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 24 19 0 08 May 2022
SVTR: Scene Text Recognition with a Single Visual Model Yongkun Du Zhineng Chen Caiyan Jia Xiaoyue Yin Tianlun Zheng Chenxia Li Yuning Du Yu-Gang Jiang 22 170 0 30 Apr 2022
IterVM: Iterative Vision Modeling Module for Scene Text Recognition Xiaojie Chu Yongtao Wang 27 2 0 06 Apr 2022
Extremely Low-light Image Enhancement with Scene Text Restoration Po-Hao Hsu Che-Tsung Lin Chun Chet Ng Jie-Long Kew Mei Yih Tan S. Lai C. Chan Christopher Zach 27 6 0 01 Apr 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
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization Shankar Kanthara Rixie Tiffany Ko Leong Xiang Lin Ahmed Masry Megh Thakkar Enamul Hoque Chenyu You 25 136 0 12 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
SMILE: Sequence-to-Sequence Domain Adaption with Minimizing Latent Entropy for Text Image Recognition Yen-Cheng Chang Yi-Chang Chen Yu-Chuan Chang Yi-Ren Yeh 28 7 0 24 Feb 2022
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks Dmitrijs Kass Ekta Vats HAI 40 28 0 23 Jan 2022
OmniPrint: A Configurable Printed Character Synthesizer Haozhe Sun Wei-Wei Tu Isabelle M Guyon SyDa 35 7 0 17 Jan 2022
On the Cross-dataset Generalization in License Plate Recognition Rayson Laroca Everton VIlhena Cardoso D. Lucio Valter Estevam David Menotti 24 42 0 02 Jan 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
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 32 100 0 23 Dec 2021
Visual-Semantic Transformer for Scene Text Recognition Xin Tang Yongquan Lai Ying Liu Yuanyuan Fu Rui Fang ViT 26 8 0 02 Dec 2021
OCR-free Document Understanding Transformer Geewook Kim Teakgyu Hong Moonbin Yim Jeongyeon Nam Jinyoung Park Jinyeong Yim Wonseok Hwang Sangdoo Yun Dongyoon Han Seunghyun Park ViT 58 263 0 30 Nov 2021
Utilizing Resource-Rich Language Datasets for End-to-End Scene Text Recognition in Resource-Poor Languages Shota Orihashi Yoshihiro Yamazaki Naoki Makishima Mana Ihori Akihiko Takashima Tomohiro Tanaka Ryo Masumura 33 1 0 24 Nov 2021