Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition

Computer Vision and Pattern Recognition (CVPR), 2020

14 March 2020

Lianwen Jin

Papers citing "Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition"

34 / 34 papers shown

Title
MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt TuningComputer Vision and Pattern Recognition (CVPR), 2025 Wenhao Gu Li Gu Ching Yee Suen Yang Wang 115 0 0 26 May 2025
Platypus: A Generalized Specialist Model for Reading Text in Various FormsEuropean Conference on Computer Vision (ECCV), 2024 Peng Wang Zhaohai Li Jun Tang Humen Zhong Fei Huang Zhibo Yang Cong Yao VLM ObjD 123 2 0 27 Aug 2024
Self-Supervised Learning for Text Recognition: A Critical SurveyInternational Journal of Computer Vision (IJCV), 2024 Carlos Peñarrubia J. J. Valero-Mas Jorge Calvo-Zaragoza 299 4 0 29 Jul 2024
Best Practices for a Handwritten Text Recognition System George Retsinas Giorgos Sfikas B. Gatos Christophoros Nikou 98 28 0 17 Apr 2024
Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition Cheng Da Peng Wang Cong Yao 137 9 0 25 Jul 2023
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset Firat Kizilirmak Berrin Yanikoglu 132 7 0 02 Jul 2023
Conditional Text Image Generation with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Yuanzhi Zhu Zhaohai Li Tianwei Wang Mengchao He Cong Yao VLM DiffM 184 77 0 19 Jun 2023
Improving Handwritten OCR with Training Samples Generated by Glyph Conditional Denoising Diffusion Probabilistic ModelIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 Haisong Ding Bozhi Luan Dongnan Gui Kai Chen Qiang Huo DiffM 137 12 0 31 May 2023
AGTGAN: Unpaired Image Translation for Photographic Ancient Character GenerationACM Multimedia (ACM MM), 2022 Hongxiang Huang Daihui Yang Gang Dai Zhen Han Yuyi Wang K. Lam Fan Yang Shuangping Huang Yong-ge Liu Mengchao He GAN 120 28 0 13 Mar 2023
Self-supervised Learning for Panoptic Segmentation of Multiple Fruit Flower SpeciesIEEE Robotics and Automation Letters (RA-L), 2022 Abubakar Siddique A. Tabb Henry Medeiros SSL 79 10 0 10 Sep 2022
Seq-UPS: Sequential Uncertainty-aware Pseudo-label Selection for Semi-Supervised Text RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Gaurav Patel J. Allebach Qiang Qiu UQLM 177 17 0 31 Aug 2022
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Dajian Zhong Shujing Lyu P. Shivakumara Bing Yin Jiajia Wu Umapada Pal Yue Lu 170 22 0 21 Jul 2022
RZCR: Zero-shot Character Recognition via Radical-based ReasoningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Xiaolei Diao D. Shi Hao Tang Qiang Shen Yanzeng Li Lei Wu Hao Xu 121 17 0 12 Jul 2022
Learning Instance-Specific Augmentations by Capturing Local InvariancesInternational Conference on Machine Learning (ICML), 2022 Ning Miao Tom Rainforth Emile Mathieu Yann Dubois Yee Whye Teh Adam Foster Hyunjik Kim 245 14 0 31 May 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Minyi Zhao Lu Zhang Yi Xu Jiandong Ding Jihong Guan Shuigeng Zhou VLM 107 13 0 24 Apr 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware NormalizationComputer Vision and Pattern Recognition (CVPR), 2022 Canjie Luo Lianwen Jin Jingdong Chen SSL AI4TS 164 32 0 20 Mar 2022
SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary TextIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Canjie Luo Yuanzhi Zhu Lianwen Jin Zhe Li Dezhi Peng GAN 113 34 0 23 Feb 2022
Traditional Chinese Synthetic Datasets Verified with Labeled Data for Scene Text Recognition Yi-Chang Chen Yu-Chuan Chang Yen Chang Yi-Ren Yeh 97 4 0 26 Nov 2021
CDistNet: Perceiving Multi-Domain Character Distance for Robust Text RecognitionInternational Journal of Computer Vision (IJCV), 2021 Tianlun Zheng Zhineng Chen Shancheng Fang Hongtao Xie Yu-Gang Jiang 242 70 0 22 Nov 2021
Ultra Light OCR Competition Technical Report Shuhan Zhang S. Moussa Ziad El-Khatib A. B. Mnaouer 3DV 126 0 0 25 Oct 2021
PIMNet: A Parallel, Iterative and Mimicking Network for Scene Text RecognitionACM Multimedia (ACM MM), 2021 Zhi Qiao Yu Zhou Jin Wei Wei Wang Yuanqing Zhang Ning Jiang Hongbin Wang Weiping Wang 153 79 0 09 Sep 2021
Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image CaptioningACM Multimedia (ACM MM), 2021 Guodun Li Yuchen Zhai Zehao Lin Yin Zhang 155 22 0 26 Aug 2021
Data Augmentation for Scene Text Recognition Rowel Atienza 125 21 0 16 Aug 2021
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Aneeshan Sain Amandeep Kumar S. Ghose Pinaki Nath Chowdhury Yi-Zhe Song 196 57 0 26 Jul 2021
Text is Text, No Matter What: Unifying Text Recognition using Knowledge DistillationIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 121 31 0 26 Jul 2021
Towards the Unseen: Iterative Text Recognition by Distilling from ErrorsIEEE International Conference on Computer Vision (ICCV), 2021 A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 113 17 0 26 Jul 2021
TextAdaIN: Paying Attention to Shortcut Learning in Text RecognizersEuropean Conference on Computer Vision (ECCV), 2021 Oren Nuriel Sharon Fogel Ron Litman 152 10 0 09 May 2021
Human-Aided Saliency Maps Improve Generalization of Deep LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Aidan Boyd Kevin W. Bowyer A. Czajka AAML 147 29 0 07 May 2021
MetaHTR: Towards Writer-Adaptive Handwritten Text RecognitionComputer Vision and Pattern Recognition (CVPR), 2021 A. Bhunia S. Ghose Amandeep Kumar Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 142 37 0 05 Apr 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and HandwritingComputer Vision and Pattern Recognition (CVPR), 2021 A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 181 65 0 25 Mar 2021
Sill-Net: Feature Augmentation with Separated Illumination Representation Hanwang Zhang Zhong Cao Ziang Yan Changshui Zhang 190 28 0 06 Feb 2021
PP-OCR: A Practical Ultra Lightweight OCR System Yuning Du Chenxia Li Ruoyu Guo Xiaoting Yin Weiwei Liu ... Yifan Bai Zilin Yu Yehua Yang Qingqing Dang Hongya Wang 258 243 0 21 Sep 2020
Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis Zhipeng Bao Yu-Xiong Wang M. Hebert 105 11 0 16 Aug 2020
SPIN: Structure-Preserving Inner Offset Network for Scene Text RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2020 Chengwei Zhang Yunlu Xu Zhanzhan Cheng Shiliang Pu Yi Niu Leilei Gan Futai Zou 223 27 0 27 May 2020