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Scene Text Localization & Recognition Resources [Year-Wise]

Read this institute-wise: English, 简体中文.

Read this year-wise: English, 简体中文.

[STL] (Scene Text Localization) Detect text area from scene input image

[TR] (Text Recognition) Recognize text content

[Overview] Summary, overview, survey papers

Last update: Sep.17 2022

1. Papers & Code

2023

  • [2023-MM][TR] Chinese Character Recognition with Augmented Character Profile Matching paper code
  • [2023-ICCV][TR] Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning paper code
  • [2023-arxiv][STL][TR] Weakly-Supervised Text Instance Segmentation paper code
  • [2023-IJCAI][TR] Linguistic More: Taking a Further Step toward Effcient and Accurate Scene Text Recognition paper code
  • [2023-IJCAI][TR] Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement paper code
  • [2023-IJCAI][TR] Orientation-Independent Chinese Text Recognition in Scene Images paper
  • [2023-IJCAI][TR] TPS++: Attention-Enhanced Thin-Plate Spline for Scene Text Recognition paper code
  • [2023-IJCAI][STL][TR] Towards Accurate Video Text Spotting with Text-wise Semantic Reasoning paper code
  • [2023-WACV][TR] Seq-UPS: Sequential Uncertainty-aware Pseudo-label Selection for Semi-Supervised Text Recognition paper

2022

  • [2022-AAAI][TR] Text Gestalt: Stroke-Aware Scene Text Image Super-resolution paper code
  • [2022-MM][TR] Chinese Character Recognition with Augmented Character Profile Matching paper code
  • [2022-WACV][TR] One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition paper
  • [2022-WACV][TR] Robustly Recognizing Irregular Scene Text by Rectifying Principle Irregularities paper
  • [2022-AAAI][TR] Context-based Contrastive Learning for Scene Text Recognition paper
  • [2022-AAAI][TR] Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition paper code
  • [2022-AAAI][TR] Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition paper
  • [2022-IJCAI][TR] C3-STISR: Scene Text Image Super-resolution with Triple Clues paper [code][https://github.com/zhaominyiz/C3-STISR]
  • [2022-IJCAI][TR] SVTR: Scene Text Recognition with a Single Visual Model paper code

2021

  • [2021-IJCAI][TR] Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition paper code
  • [2021-WACV][STL] Disentangled Contour Learning for Quadrilateral Text Detection paper code
  • [2021-AAAI][STL][TR] PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network paper code
  • [2021-AAAI][STL][TR] MANGO: A Mask Attention Guided One-Stage Scene Text Spotter paper
  • [2021-NIPS][TR] CentripetalText: An Efficient Text Instance Representation for Scene Text Detection paper code
  • [2021-ICDAR][TR] Vision Transformer for Fast and Efficient Scene Text Recognition paper 'code'
  • [2021-IJCV][STL] Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection paper code
  • [2021-TIP][STL][TR] FREE: A Fast and Robust End-to-End Video Text Spotter paper
  • [2021-ICCV][TR] From Two to One: A New Scene Text Recognizer With Visual Language Modeling Network paper
  • [2021-ICCV][STL] Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection paper code
  • [2021-ICCV][TR] Towards the Unseen: Iterative Text Recognition by Distilling from Errors paper
  • [2021-ICCV][TR] Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition paper
  • [2021-CVPR][STL] MOST: A Multi-Oriented Scene Text Detector With Localization Refinement paper
  • [2021-CVPR][STL] Progressive Contour Regression for Arbitrary-Shape Scene Text Detection paper code
  • [2021-CVPR][STL][TR] Scene Text Retrieval via Joint Text Detection and Similarity Learning paper code
  • [2021-CVPR][STL][TR] TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text paper code
  • [2021-CVPR][STL] Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition paper code
  • [2021-CVPR][STL] Dictionary-Guided Scene Text Recognition paper code
  • [2021-CVPR][STL] Primitive Representation Learning for Scene Text Recognition paper
  • [2021-CVPR][TR] What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels paper code
  • [2021-CVPR][TR] Scene Text Telescope: Text-Focused Scene Image Super-Resolution paper
  • [2021-CVPR][TR] MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition paper
  • [2021-CVPR][TR] Sequence-to-Sequence Contrastive Learning for Text Recognition paper
  • [2021-CVPR][TR][STL] Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter paper code
  • [2021-CVPR][STL] Fourier Contour Embedding for Arbitrary-Shaped Text Detection paper
  • [2021-CVPR][TR] Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach paper code
  • [2021-CVPR][STL] Semantic-Aware Video Text Detection paper
  • [2021-CVPR][STL][TR] Self-Attention Based Text Knowledge Mining for Text Detection paper code

2020

  • [2020-IJCV][Overview] Scene Text Detection and Recognition: The Deep Learning Era paper
  • [2020-IJCV][STL][TR] Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing paper
  • [2020-BMVC][TR] Robust Scene Text Recognition Through Adaptive Image Enhancement paper
  • [2020-AAAI][STL][TR] All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting paper
  • [2020-AAAI][STL][TR] GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition paper
  • [2020-AAAI][STL][TR] Decoupled Attention Network for Text Recognition paper
  • [2020-AAAI][STL][TR] TextScanner: Reading Characters in Order for Robust Scene Text Recognition paper
  • [2020-AAAI][STL][TR] Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting paper
  • [2020-AAAI][STL] Real-time Scene Text Detection with Differentiable Binarization paper code
  • [2020-AAAI][STL][TR] Accurate Structured-Text Spotting for Arithmetical Exercise Correction paper
  • [2020-ECCV][TR] Scene Text Image Super-resolution in the wild paper
  • [2020-ECCV][TR] RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition paper
  • [2020-ECCV][TR] AutoSTR: Efficient Backbone Search for Scene Text Recognition paper
  • [2020-ECCV][STL] Sequential Deformation for Accurate Scene Text Detection paper
  • [2020-ECCV][STL] Character Region Attention For Text Spotting paper
  • [2020-ECCV][STL][TR] Mask TextSpotter V3: Segmentation Proposal Network for Robust Scene Text Spotting paper code
  • [2020-ECCV][STL][TR] AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting paper
  • [2020-ECCV][STL][TR] PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution Unit paper
  • [2020-ECCV][STL][TR] Adaptive Text Recognition through Visual Matching paper code
  • [2020-ICIP][STL] Scale-invariant Multi-oriented Text Detection in Wild Scene Images paper
  • [2020-IJCV][STL] Bottom-Up Scene Text Detection with Markov Clustering Networks paper
  • [2020-IJCV][TR] Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild paper
  • [2020-CVPR][TR] Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition paper code
  • [2020-CVPR][STL] ContourNet: Taking a Further Step Toward Accurate Arbitrary-Shaped Scene Text Detection paper 代码
  • [2020-CVPR][TR] What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images paper
  • [2020-CVPR][TR] On Vocabulary Reliance in Scene Text Recognition paper
  • [2020-CVPR][STL][TR] STEFANN: Scene Text Editor Using Font Adaptive Neural Network paper
  • [2020-CVPR][TR] SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition paper
  • [2020-CVPR][STL][TR] Towards Accurate Scene Text Recognition With Semantic Reasoning Networks paper
  • [2020-CVPR][STL] Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection paper
  • [2020-CVPR][STL] SCATTER: Selective Context Attentional Scene Text Recognizer paper
  • [2020-CVPR][STL][TR] Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text paper
  • [2020-CVPR][STL][TR] Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA paper
  • [2020-CVPR][STL][TR] ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network paper code
  • [2020-ICASSP][STL] All you need is a second look: Towards Tighter Arbitrary shape text detection paper
  • [2020-ICASSP][STL] Efficient Scene Text Detection with Textual Attention Tower paper
  • [2020-ICASSP][TR] A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling paper
  • [2020-WACV][TR] Adapting Style and Content for Attended Text Sequence Recognition paper
  • [2020-WACV][STL] It’s All About The Scale - Efficient Text Detection Using Adaptive Scaling paper
  • [2020-ICPR][TR] Gaussian Constrained Attention Network for Scene Text Recognition paper
  • [2020-arxiv][STL] NENET: An Edge Learnable Network for Link Prediction in Scene Text paper
  • [2020-arxiv][STL] Self-Training for Domain Adaptive Scene Text Detection paper
  • [2020-arxiv][STL] PuzzleNet: Scene Text Detection by Segment Context Graph Learning paper
  • [2020-arxiv][TR] Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units paper
  • [2020-arxiv][TR] Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition paper
  • [2020-arxiv][TR] Text Recognition in Real Scenarios with a Few Labeled Samples paper
  • [2020-arxiv][Overview] Text Recognition in the Wild: A Survey paper
  • [2020-arxiv][TR] Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition paper
  • [2020-arxiv][TR] A Feasible Framework for Arbitrary-Shaped Scene Text Recognition paper [code](https: //github.com/zhang0jhon/AttentionOCR)
  • [2020-arxiv][TR] Deep Neural Network for Semantic-based Text Recognition in Images paper
  • [2020-arxiv][TR] Adaptive Embedding Gate for Attention-Based Scene Text Recognition paper
  • [2020-arxiv][STL][TR] PP-OCR: A Practical Ultra Lightweight OCR System paper
  • [2020-arxiv][Overview] Text Detection and Recognition in the Wild: A Review paper

2019

  • [2019-PAMI][TR] ASTER: An Attentional Scene Text Recognizer with Flexible Rectification paper code
  • [2019-AAAI][TR] Scene Text Recognition from Two-Dimensional Perspective paper
  • [2019-AAAI][TR] Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition paper code
  • [2019-Pattern Recognition][TR] A Multi-Object Rectified Attention Network for Scene Text Recognition paper code
  • [2019-arxiv][TR] 2D Attentional Irregular Scene Text Recognizer paper code
  • [2019-CVPR][STL][TR] Towards End-to-End Text Spotting in Natural Scenes paper
  • [2019-CVPR][TR] Sequence-to-Sequence Domain Adaptation Networkfor Robust Text Image Recognition paper
  • [2019-CVPR][TR] Aggregation Cross-Entropy for Sequence Recognition paper code
  • [2019-arxiv][TR] Focus-Enhanced Scene Text Recognition with Deformable Convolutions paper code
  • [2019-AAAI][STL] Scene Text Detection with Supervised Pyramid Context Network paper code
  • [2019-WACV][STL] Mask R-CNN with Pyramid Attention Network for Scene Text Detection paper
  • [2019-arxiv][STL] Pyramid Mask Text Detector paper
  • [2019-ICDAR][TR] Rethinking Irregular Scene Text Recognition paper code
  • [2019-ICDAR][STL] Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning paper
  • [2019-ACM-MM][STL] A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning paper
  • [2019-arxiv][STL] Exploring the Capacity of an Orderless Box Discretization Network for Multi-orientation Scene Text Detection paper code code
  • [2019-PAMI][STL] Gliding vertex on the horizontal bounding box for multi-oriented object detection paper code
  • [2019-ICCV][STL][Overview] What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis paper code
  • [2019-ICCV][STL] Towards Unconstrained End-to-End Text Spotting paper
  • [2019-ICCV][STL] Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network paper code
  • [2019-ICCV][STL][TR] TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting paper
  • [2019-ICCV][STL][TR] Chinese Street View Text: Large-Scale Chinese Text Reading With Partially Supervised Learning paper
  • [2019-ICCV][STL] Geometry Normalization Networks for Accurate Scene Text Detection paper
  • [2019-ICCV][STL][TR] Scene Text Visual Question Answering paper
  • [2019-ICCV][STL][TR] GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition paper
  • [2019-ICCV][STL][TR] Convolutional Character Networks paper code
  • [2019-ICCV][TR] Symmetry-Constrained Rectification Network for Scene Text Recognition paper
  • [2019-ICCV][TR] Large-Scale Tag-Based Font Retrieval With Generative Feature Learning paper
  • [2019-CVPR][STL] Towards Robust Curve Text Detection With Conditional Spatial Expansion paper
  • [2019-CVPR][STL] Shape Robust Text Detection With Progressive Scale Expansion Network paper code
  • [2019-CVPR][STL] Tightness-Aware Evaluation Protocol for Scene Text Detection paper
  • [2019-CVPR][STL] Arbitrary Shape Scene Text Detection With Adaptive Text Region Representation paper
  • [2019-CVPR][STL] Learning Shape-Aware Embedding for Scene Text Detection paper
  • [2019-CVPR][STL] ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification paper
  • [2019-CVPR][STL] Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes paper
  • [2019-CVPR][STL][TR] Character Region Awareness for Text Detection paper code
  • [2019-BMVC][TR] Text Recognition using local correlationpaper

2018

  • [2018-ACCV][STL][TR] E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text paper code
  • [2018-ACCV][STL][TR] TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network paper
  • [2018-ICPR][STL][TR] A Novel Integrated Framework for Learning both Text Detection and Recognition paper
  • [2018-CVPR][TR] AON: Towards Arbitrarily-Oriented Text Recognition paper code
  • [2018-arxiv][TR] NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition paper code
  • [2018-arxiv][TR] SCAN: Sliding Convolutional Attention Network for Scene Text Recognition paper code
  • [2018-arxiv][TR] Recurrent Calibration Network for Irregular Text Recognition paper
  • [2018-ICPR][STL] Fused Text Segmentation Networks for Multi-oriented Scene Text Detection paper
  • [2018-arxiv][STL] Improving Rotated Text Detection with Rotation Region Proposal Networks paper
  • [2018-Pattern Recognition][STL] TextMountain: Accurate Scene Text Detection via Instance Segmentation paper
  • [2018-arxiv][STL] TextField: Learning A Deep Direction Field for Irregular Scene Text Detection paper code
  • [2018-arxiv][STL] Detecting Text in the Wild with Deep Character Embedding Network paper
  • [2018-arxiv][STL][TR] FOTS: Fast Oriented Text Spotting with a Unified Network paper
  • [2018-BMVC][TR] Inductive Visual Localisation: Factorised Training for Superior Generalisation paper
  • [2018-BMVC][STL] Boosting up Scene Text Detectors with Guided CNN paper
  • [2018-ECCV][STL] TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes paper code
  • [2018-ECCV][TR][STL] Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes paper
  • [2018-ECCV][STL] Using Object Information for Spotting Text paper
  • [2018-ECCV][STL] Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping paper
  • [2018-ECCV][STL] Single Shot Scene Text Retrieval paper
  • [2018-ECCV][STL] Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes paper
  • [2018-ECCV][STL] Synthetically Supervised Feature Learning for Scene Text Recognition paper
  • [2018-ICIP][STL] Focal Text: An Accurate Text Detection With Focal Loss paper
  • [2018-ICIP][STL] Feature Fusion Network for Scene Text Detection paper
  • [2018-ICIP][STL] Dense Chained Attention Network for Scene Text Recognition paper
  • [2018-IJCAI][STL] IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection paper
  • [2018-CVPR][STL][TR] An End-to-End TextSpotter with Explicit Alignment and Attention paper code
  • [2018-CVPR][STL] Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation paper
  • [2018-CVPR][TR] Edit Probability for Scene Text Recognition paper
  • [2018-CVPR][STL] Geometry-Aware Scene Text Detection with Instance Transformation Network paper
  • [2018-CVPR][STL] Learning Markov Clustering Networks for Scene Text Detection paper
  • [2018-CVPR][STL] Rotation-sensitive Regression for Oriented Scene Text Detection paper
  • [2018-AAAI][TR] SqueezedText: A Real-time Scene Text Recognition by Binary Convolutional Encoder-decoder Network paper
  • [2018-AAAI][STL][TR] SEE: Towards Semi-Supervised End-to-End Scene Text Recognition paper code
  • [2018-AAAI][STL] PixelLink: Detecting Scene Text via Instance Segmentation paper
  • [2018-AAAI][STL] Feature Enhancement Network: A Refined Scene Text Detector paper
  • [2018-AAAI][TR] Char-Net: A Character-Aware Neural Network for Distorted Scene Text paper
  • [2018-TIP][STL] TextBoxes++: A Single-Shot Oriented Scene Text Detector paper code

2017

  • [2017-arxiv][TR] AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition paper
  • [2017-arxiv][TR] Scene Text Recognition with Sliding Convolutional Character Models paper code
  • [2017-IAPR][STL] Deep Residual Text Detection Network for Scene Text paper
  • [2017-IAPR][STL] Scene Text Detection with Novel Superpixel Based Character Candidate Extraction paper
  • [2017-TIP][STL] Scene text detection and segmentation based on cascaded convolution neural networks paper
  • [2017-PAMI][TR] Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition paper
  • [2017-CVPR][STL] Deep Matching Prior Network: Toward Tighter Multi-oriented Text Detection paper
  • [2017-CVPR][STL] Detecting Oriented Text in Natural Images by Linking Segments paper code
  • [2017-CVPR][STL] EAST: An Efficient and Accurate Scene Text Detector paper code code with improvement
  • [2017-CVPR][STL] Unambiguous Text Localization and Retrieval for Cluttered Scenes paper
  • [2017-ICCV][STL][TR] Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework peper code
  • [2017-ICCV][STL] WeText: Scene Text Detection under Weak Supervision paper
  • [2017-ICCV][STL] Single Shot Text Detector with Regional Attention paper code
  • [2017-ICCV][STL] Self-organized Text Detection with Minimal Post-processing via Border Learning paper
  • [2017-ICCV][TR] Focusing Attention: Towards Accurate Text Recognition in Natural Images paper
  • [2017-ICCV][STL][TR] Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks paper
  • [2017-AAAI][STL] TextBoxes: A Fast TextDetector with a Single Deep Neural Network paper code
  • [2017-AAAI][STL][TR] Detection and Recognition of Text Embedding in Online Images via Neural Context Models paper
  • [2017-WACV][STL] TextContourNet: A Flexible and Effective Framework for Improving Scene Text Detection Architecture With a Multi-Task Cascade paper
  • [2017-arXiv][STL] Detecting Curve Text in the Wild: New Dataset and New Solution paper
  • [2017-arXiv][STL] Arbitrary-Oriented Scene Text Detection via Rotation Proposals paper code
  • [2017-arXiv][STL] Improving Text Proposal for Scene Images with Fully Convolutional Networks paper
  • [2017-arXiv][STL] Deep Direct Regression for Multi-Oriented Scene Text Detection paper
  • [2017-arXiv][STL] Cascaded Segmentation-Detection Networks for Word-Level Text Spotting paper
  • [2017-arXiv][STL] R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection paper

2016

  • [2016-TIP][STL] Text-Attentional Convolutional Neural Network for Scene Text Detection paper
  • [2016-IEEE Transactions on Multimedia][STL] A Convolutional Neural Network Based Chinese Text Detection Algorithm Via Text Structure Modeling paper
  • [2016-PhD Thesis][STL] Context Modeling for Semantic Text Matching and Scene Text Detection paper
  • [2016-TIP][Overview] Text Detection Tracking and Recognition in Video: A Comprehensive Survey paper
  • [2016-TIP][STL] Text-Attentional Convolutional Neural Networks for Scene Text Detection paper
  • [2016-NIPS][TR] Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data paper
  • [2016-IJCV][STL][TR] Reading Text in the Wild with Convolutional Neural Networks paper demo homepage
  • [2016-ECCV][STL] CTPN: Detecting Text in Natural Image with Connectionist Text Proposal Network paper code
  • [2016-CVPR][STL] Synthetic Data for Text Localisation in Natural Images paper code data
  • [2016-CVPR][STL] Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network paper
  • [2016-CVPR][TR] Robust scene text recognition with automatic rectification paper
  • [2016-CVPR][STL] Multi-oriented text detection with fully convolutional networks paper
  • [2016-CVPR][TR] Recursive Recurrent Nets with Attention Modeling for OCR in the Wild paper
  • [2016-CVPR][STL] CannyText Detector: Fast and Robust Scene Text Localization Algorithm paper
  • [2016-IJDAR][STL] TextCatcher: a method to detect curved and challenging text in natural scenes paper
  • [2016-IJCAI][STL] Scene Text Detection in Video by Learning Locally and Globally paper
  • [2016-AAAI][STL] Reading Scene Text in Deep Convolutional Sequences paper
  • [2016-arXiv][STL] DeepText:A Unified Framework for Text Proposal Generation and Text Detection in Natural Images paper
  • [2016-arXiv][STL] Scene Text Detection via Holistic, Multi-Channel Prediction paper
  • [2016-arXiv][STL] TextProposals: a Text-specific Selective Search Algorithm for Word Spotting in the Wild paper code
  • [2016-arXiv][STL][TR] COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images paper

2015

  • [2015-PAMI] [Overview] Text Detection and Recognition in Imagery: A Survey paper
  • [2015-ICLR][TR] Deep structured output learning for unconstrained text recognition paper
  • [2015-PhD Thesis][STL] Deep Learning for Text Spotting paper code
  • [2015-PAMI][TR] An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition paper code code
  • [2015-ICDAR][STL] Object Proposals for Text Extraction in the Wild paper code
  • [2015-PAMI][STL][TR] Real-time Lexicon-free Scene Text Localization and Recognition paper
  • [2015-ICCV][STL] FASText: Efficient unconstrained scene text detector paper code

2014

  • [2014-CVPR][TR] Strokelets: A Learned Multi-Scale Representation for Scene Text Recognition paper
  • [2014-Front.Comput.Sci][Overview] Scene Text Detection and Recognition: Recent Advances and Future Trends paper
  • [2014-NIPS][TR] Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition paper homepage model
  • [2014-ECCV][STL] Deep Features for Text Spotting paper code model
  • [2014-ECCV][STL] Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees paper
  • [2014-PAMI][TR] Word Spotting and Recognition with Embedded Attributes paper homepage code
  • [2014-PAMI][TR] Robust Text Detection in Natural Scene Images paper

2013

  • [2013-ICCV][STL][TR] Photo OCR: Reading Text in Uncontrolled Conditions paper
  • [2013-CVPR][TR] Scene Text Recognition using Part-based Tree-structured Character Detection paper

2012

  • [2012-ICPR][TR] End-to-End Text Recognition with Convolutional Neural Networks paper code SVHN Dataset
  • [2012-PhD Thesis][TR] End-to-End Text Recognition with Convolutional Neural Networks paper
  • [2012-CVPR][STL][TR] Real-time scene text localization and recognition paper code
  • [2012-ICPR][TR] End-to-End Text Recognition with CNN paper code

2010

  • [2010-CVPR][STL] SWT: Detecting Text in Natural Scenes with Stroke Width Transform paper code