| Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Data Augmentation for Scene Text Recognition | Aug 16, 2021 | Data AugmentationImage Augmentation | CodeCode Available | 1 | 5 |
| SVIPTR: Fast and Efficient Scene Text Recognition with Vision Permutable Extractor | Jan 18, 2024 | DecoderScene Text Recognition | CodeCode Available | 1 | 5 |
| Decoupled Attention Network for Text Recognition | Dec 21, 2019 | DecoderHandwritten Text Recognition | CodeCode Available | 1 | 5 |
| Relational Contrastive Learning for Scene Text Recognition | Aug 1, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition | Oct 13, 2024 | Domain AdaptationOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| Dictionary-Guided Scene Text Recognition | Jun 19, 2021 | Scene Text DetectionScene Text Recognition | CodeCode Available | 1 | 5 |
| PIMNet: A Parallel, Iterative and Mimicking Network for Scene Text Recognition | Sep 9, 2021 | DecoderScene Text Recognition | CodeCode Available | 1 | 5 |
| Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement | Mar 9, 2022 | Document EnhancementImage Enhancement | CodeCode Available | 1 | 5 |
| Self-supervised Character-to-Character Distillation for Text Recognition | Nov 1, 2022 | Data AugmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Looking and Listening: Audio Guided Text Recognition | Jun 6, 2023 | DecoderScene Text Recognition | CodeCode Available | 1 | 5 |
| Self-Supervised Pre-training with Symmetric Superimposition Modeling for Scene Text Recognition | May 9, 2024 | Contrastive LearningScene Text Recognition | CodeCode Available | 1 | 5 |
| AutoSTR: Efficient Backbone Search for Scene Text Recognition | Mar 14, 2020 | DeblurringDiversity | CodeCode Available | 1 | 5 |
| Linguistic More: Taking a Further Step toward Efficient and Accurate Scene Text Recognition | May 9, 2023 | Scene Text Recognition | CodeCode Available | 1 | 5 |
| Scene Text Recognition Models Explainability Using Local Features | Oct 14, 2023 | PredictionScene Text Recognition | CodeCode Available | 1 | 5 |
| Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition | Mar 24, 2025 | Contrastive LearningScene Text Recognition | CodeCode Available | 1 | 5 |
| Self-supervised Implicit Glyph Attention for Text Recognition | Mar 7, 2022 | Scene Text RecognitionText Segmentation | CodeCode Available | 1 | 5 |
| Efficient scene text image super-resolution with semantic guidance | Mar 20, 2024 | Image Super-ResolutionScene Text Recognition | CodeCode Available | 1 | 5 |
| B-Spline Texture Coefficients Estimator for Screen Content Image Super-Resolution | Jan 1, 2023 | Image Super-ResolutionScene Text Recognition | CodeCode Available | 1 | 5 |
| SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition | May 22, 2020 | DecoderOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition | Nov 22, 2021 | PositionScene Text Recognition | CodeCode Available | 1 | 5 |
| MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition | May 24, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 | 5 |
| CentripetalText: An Efficient Text Instance Representation for Scene Text Detection | Jul 13, 2021 | regressionScene Text Detection | CodeCode Available | 1 | 5 |
| Exploring OCR Capabilities of GPT-4V(ision) : A Quantitative and In-depth Evaluation | Oct 25, 2023 | Handwritten Text RecognitionKey Information Extraction | CodeCode Available | 1 | 5 |
| Symmetrical Linguistic Feature Distillation with CLIP for Scene Text Recognition | Oct 8, 2023 | Image to textOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| MASTER: Multi-Aspect Non-local Network for Scene Text Recognition | Oct 7, 2019 | DecoderScene Text Recognition | CodeCode Available | 1 | 5 |
| Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition | Nov 2, 2018 | DecoderIrregular Text Recognition | CodeCode Available | 1 | 5 |
| Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark | Aug 24, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 | 5 |
| Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution | Dec 13, 2021 | Image Super-ResolutionScene Text Recognition | CodeCode Available | 1 | 5 |
| Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer | Nov 22, 2023 | DiversityIn-Context Learning | CodeCode Available | 1 | 5 |
| From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network | Aug 22, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting | Nov 19, 2022 | BlockingLanguage Modeling | CodeCode Available | 1 | 5 |
| UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World | Mar 24, 2020 | Image GenerationScene Text Detection | CodeCode Available | 1 | 5 |
| Bidirectional Scene Text Recognition with a Single Decoder | Dec 8, 2019 | DecoderScene Text Recognition | CodeCode Available | 0 | 5 |
| DocXChain: A Powerful Open-Source Toolchain for Document Parsing and Beyond | Oct 19, 2023 | Document AIDocument Layout Analysis | CodeCode Available | 0 | 5 |
| SAFL: A Self-Attention Scene Text Recognizer with Focal Loss | Jan 1, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 0 | 5 |
| RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition | Jul 15, 2020 | DecoderIrregular Text Recognition | CodeCode Available | 0 | 5 |
| RewriteNet: Reliable Scene Text Editing with Implicit Decomposition of Text Contents and Styles | Jul 23, 2021 | Image GenerationScene Text Editing | CodeCode Available | 0 | 5 |
| Robust Scene Text Recognition with Automatic Rectification | Mar 12, 2016 | Optical Character Recognition (OCR)Scene Text Detection | CodeCode Available | 0 | 5 |
| A Feasible Framework for Arbitrary-Shaped Scene Text Recognition | Dec 10, 2019 | Instance SegmentationLanguage Modeling | CodeCode Available | 0 | 5 |
| Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition | Jun 13, 2021 | DecoderScene Text Recognition | CodeCode Available | 0 | 5 |
| Relational Contrastive Learning and Masked Image Modeling for Scene Text Recognition | Nov 18, 2024 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| ASTER: An Attentional Scene Text Recognizer with Flexible Rectification | Jun 25, 2018 | Optical Character RecognitionOptical Character Recognition (OCR) | CodeCode Available | 0 | 5 |
| Decoder Pre-Training with only Text for Scene Text Recognition | Aug 11, 2024 | DecoderScene Text Recognition | CodeCode Available | 0 | 5 |
| A Holistic Representation Guided Attention Network for Scene Text Recognition | Apr 2, 2019 | DecoderIrregular Text Recognition | CodeCode Available | 0 | 5 |
| Reading Between the Lanes: Text VideoQA on the Road | Jul 8, 2023 | Question AnsweringScene Text Recognition | CodeCode Available | 0 | 5 |
| Reading Scene Text in Deep Convolutional Sequences | Jun 14, 2015 | Scene Text Recognition | CodeCode Available | 0 | 5 |
| Revisiting Classification Perspective on Scene Text Recognition | Feb 22, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition | Dec 19, 2023 | Conditional Text GenerationDecoder | CodeCode Available | 0 | 5 |
| Instruction-Guided Scene Text Recognition | Jan 31, 2024 | Question AnsweringScene Text Recognition | CodeCode Available | 0 | 5 |
