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场景文本位置感知与识别的论文资源汇总 [按年份排序]

按发表机构排序: English, 简体中文.

按发表年份排序: English, 简体中文.

标记: [位置感知], [文字识别], [综述]

[位置感知] 从场景图片中检测出文字所在的区域

[文字识别] 识别出文字区域中的文字内容

[综述] 综述以及调查统计类论文

最近更新时间：2023-09-17

1. Papers & Code

2023

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

2022

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

2021

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

2020

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

2019

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

2018

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

2017

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

2016

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

2015

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

2014

  • [2014-CVPR][文字识别] Strokelets: A Learned Multi-Scale Representation for Scene Text Recognition 论文
  • [2014-Front.Comput.Sci][综述] Scene Text Detection and Recognition: Recent Advances and Future Trends 论文
  • [2014-NIPS][文字识别] Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition 论文 主页 模型
  • [2014-ECCV][位置感知] Deep Features for Text Spotting 论文 代码 模型
  • [2014-ECCV][位置感知] Robust Scene Text Detection with Convolution Neural Network Induced MSER Trees 论文
  • [2014-PAMI][文字识别] Word Spotting and Recognition with Embedded Attributes 论文 主页 代码
  • [2014-PAMI][文字识别] Robust Text Detection in Natural Scene Images 论文

2013

  • [2013-ICCV][位置感知][文字识别] Photo OCR: Reading Text in Uncontrolled Conditions 论文
  • [2013-CVPR][文字识别] Scene Text Recognition using Part-based Tree-structured Character Detection 论文

2012

  • [2012-ICPR][文字识别] End-to-End Text Recognition with Convolutional Neural Networks 论文 代码 SVHN 数据集
  • [2012-PhD thesis][文字识别] End-to-End Text Recognition with Convolutional Neural Networks 论文
  • [2012-CVPR][位置感知][文字识别] Real-time scene text localization and recognition 论文 代码
  • [2012-ICPR][文字识别] End-to-End Text Recognition with CNN 论文 代码

2010

  • [2010-CVPR][位置感知] SWT: Detecting Text in Natural Scenes with Stroke Width Transform 论文 代码