Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

awesome-ocr

papers about ocr
https://github.com/ChanChiChoi/awesome-ocr

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Character recognition in natural images
Detecting text in natural scenes with stroke width transform - 2970.
Browsing heterogeneous document collections by a segmentation-free word spotting method - 67.
Text localization in real-world images using efficiently pruned exhaustive search - 691.
End-to-end text recognition with convolutional neural networks - 3308.
Text recognition in videos using a recurrent connectionist approach - 179.
A novel word spotting method based on recurrent neural networks - 224.
Real-time scene text localization and recognition - 3545.
Top-down and bottom-up cues for scene text recognition - 2694.
Robust text detection in natural scene images - 983.
Photoocr: Reading text in uncontrolled conditions - 792.
High-performance OCR for printed English and Fraktur using LSTM networks - 687.
Image binarization for end-to-end text understanding in natural images - 132.
Scene text recognition using part-based tree-structured character detection - 2968.
Arabic text recognition in video sequences
Text Recognition in both ancient and cartographic documents
End-to-end text recognition with hybrid HMM maxout models
Curriculum learning for handwritten text line recognition - 60.
Multi-digit number recognition from street view imagery using deep convolutional neural networks
Efficient character skew rectification in scene text images - 146.
Word spotting and recognition with embedded attributes - 2566.
Deep features for text spotting - 528.
A comparison of sequence-trained deep neural networks and recurrent neural networks optical modeling for handwriting recognition - 210.
A unified framework for multioriented text detection and recognition - 4749.
Robust scene text detection with convolution neural network induced mser trees - 511.
Bangla text recognition from video sequence: A new focus
Synthetic data and artificial neural networks for natural scene text recognition
Reading text in the wild with convolutional neural networks - 20.
Deep structured output learning for unconstrained text recognition
Deepfont: Identify your font from an image - 459.
Object proposals for text extraction in the wild - 210.[[code]( https://github.com/lluisgomez/TextProposals)]
Automatic script identification in the wild - 535.
Fastext: Efficient unconstrained scene text detector - 1214.[[code](https://github.com/MichalBusta/FASText)]
Symmetry-based text line detection in natural scenes - 2567.
A hypothesize-and-verify framework for text recognition using deep recurrent neural networks - 940.
Efficient scene text localization and recognition with local character refinement - 750.
Renet: A recurrent neural network based alternative to convolutional networks
High performance offline handwritten chinese character recognition using googlenet and directional feature maps - 850.
An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition - 2304.
Text-attentional convolutional neural network for scene text detection - 2541.
Sequence to sequence learning for optical character recognition
Similarity-based Text Recognition by Deeply Supervised Siamese Network
Robust Scene Text Recognition Using Sparse Coding based Features
Scene text detection and recognition: Recent advances and future trends - 36.
Reading Scene Text in Deep Convolutional Sequences - 3508.
Recursive recurrent nets with attention modeling for OCR in the wild - 2239.
Synthetic data for text localisation in natural images - 2324.
I’m not a human: Breaking the Google reCAPTCHA - 12.
I am robot:(deep) learning to break semantic image captchas - 403.
Recursive recurrent nets with attention modeling for OCR in the wild - 2239.
Real-time lexicon-free scene text localization and recognition - 1885.
Multi-oriented text detection with fully convolutional networks - 4167.
TextCatcher: a method to detect curved and challenging text in natural scenes - 117.
Canny text detector: Fast and robust scene text localization algorithm - 3573.
Memory Matters: Convolutional Recurrent Neural Network for Scene Text Recognition
Enhancing energy minimization framework for scene text recognition with top-down cues - 42.
Reading car license plates using deep convolutional neural networks and lstms
Coco-text: Dataset and benchmark for text detection and recognition in natural images
Context modeling for semantic text matching and scene text detection
Scene Text Detection in Video by Learning Locally and Globally - 2653.
Robust scene text recognition with automatic rectification - 4176.
Character Proposal Network for Robust Text Extraction
A fine-grained approach to scene text script identification
Improving patch-based scene text script identification with ensembles of conjoined networks
Accurate text localization in natural image with cascaded convolutional text network
Writer-independent feature learning for offline signature verification using deep convolutional neural networks - 2583.
A CNN Based Scene Chinese Text Recognition Algorithm With Synthetic Data Engine
A Novel Scene Text Detection Algorithm Based On Convolutional Neural Network
Textproposals: a text-specific selective search algorithm for word spotting in the wild - 74.[[code](https://github.com/lluisgomez/TextProposals)]
Scan, attend and read: End-to-end handwritten paragraph recognition with mdlstm attention
Multi-Oriented Text Detection with Fully Convolutional Networks
Fully convolutional recurrent network for handwritten Chinese text recognition - 4016.
Text Flow: A Unified Text Detection System in Natural Scene Images
Deeptext: A unified framework for text proposal generation and text detection in natural images
Drawing and recognizing chinese characters with recurrent neural network
Scene text detection via holistic, multi-channel prediction
Sequence to sequence learning for unconstrained scene text recognition
Automatic text extraction and character segmentation using maximally stable extremal regions
Generating Synthetic Data for Text Recognition
Detecting text in natural image with connectionist text proposal network - 72.
Learning spatial-semantic context with fully convolutional recurrent network for online handwritten chinese text recognition
Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition
An Image Dataset of Text Patches in Everyday Scenes
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data - 2801.
End-to-End Subtitle Detection and Recognition for Videos in East Asian Languages via CNN Ensemble with Near-Human-Level Performance
A DNN Framework For Text Image Rectification From Planar Transformations
TextBoxes: A Fast Text Detector with a Single Deep Neural Network
Statistical Learning for OCR Text Correction
Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading
Usability Investigation on the Localization of Text CAPTCHAs: Take Chinese Characters as a Case Study
Recognition of Text Image Using Multilayer Perceptron
A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing
C
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text - 321.
Profiling of OCR'ed Historical Texts Revisited
Segmentation-free Vehicle License Plate Recognition using ConvNet-RNN
Printed Arabic Text Recognition using Linear and Nonlinear Regression
End-to-end interpretation of the french street name signs dataset - 426.
Improving Text Proposals for Scene Images with Fully Convolutional Networks
Using Synthetic Data to Train Neural Networks is Model-Based Reasoning
Arbitrary-Oriented Scene Text Detection via Rotation Proposals
Deep matching prior network: Toward tighter multi-oriented text detection
Detecting Oriented Text in Natural Images by Linking Segments
License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks
TextBoxes: A Fast Text Detector with a Single Deep Neural Network - 4167.
Deep Direct Regression for Multi-Oriented Scene Text Detection
Arbitrary-Oriented Scene Text Detection via Rotation Proposals
Cascaded Segmentation-Detection Networks for Word-Level Text Spotting
EAST: An Efficient and Accurate Scene Text Detector
Attention-based Extraction of Structured Information from Street View Imagery
Full-Page Text Recognition: Learning Where to Start and When to Stop
Scene Text Eraser
Design of a Very Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using DropWeight and Global Pooling
WordFence: Text Detection in Natural Images with Border Awareness
Visual attention models for scene text recognition
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis
Text Extraction From Texture Images Using Masked Signal Decomposition
R2CNN: Rotational Region CNN for Orientation Robust Scene Text Detection
R-PHOC: Segmentation-Free Word Spotting using CNN
Adversarial generation of training examples for vehicle license plate recognition
Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networks
Multi-Oriented Text Detection and Verification in Video Frames and Scene Images
Text recognition in scene image and video frame using Color Channel selection - 28.
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding
STN-OCR: A single Neural Network for Text Detection and Text Recognition
Deep Scene Text Detection with Connected Component Proposals
Spotting Separator Points at Line Terminals in Compressed Document Images for Text-line Segmentation
Color and Gradient Features for Text Segmentation from Video Frames
Wordsup: Exploiting word annotations for character based text detection
Single shot text detector with regional attention
Scene Text Recognition with Sliding Convolutional Character Models
On-the-fly Historical Handwritten Text Annotation
Focusing Attention: Towards Accurate Text Recognition in Natural Images - 5094.
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection
Exploring Geometric Property Thresholds For Filtering Non-Text Regions In A Connected Component Based Text Detection Application
Reading Scene Text with Attention Convolutional Sequence Modeling
Towards End-to-End Car License Plates Detection and Recognition with Deep Neural Networks
Real time text localization for Indoor Mobile Robot Navigation
Handwritten digit string recognition by combination of residual network and RNN-CTC - 591.
AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition
WeText: Scene Text Detection under Weak Supervision
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition
Unconstrained scene text and video text recognition for Arabic script - 30.
A New Hybrid-parameter Recurrent Neural Networks for Online Handwritten Chinese Character Recognition
Deep Residual Text Detection Network for Scene Text
Arbitrarily-Oriented Text Recognition
Feature Enhancement Network: A Refined Scene Text Detector
ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene
Detecting Curve Text in the Wild: New Dataset and New Solution
Attention networks for image-to-text
Enhanced Characterness for Text Detection in the Wild
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition
Detection and Recognition of Text Embedded in Online Images via Neural Context Models - 4110.
Deep TextSpotter: An End-to-End Trainable Scene Text Localization and Recognition Framework - 2212.[[code](https://github.com/MichalBusta/DeepTextSpotter)]
Self-organized Text Detection with Minimal Post-processing via Border Learning - 5009.
Unambiguous text localization and retrieval for cluttered scenes - 3287.
PixelLink: Detecting Scene Text via Instance Segmentation
Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media
FOTS: Fast Oriented Text Spotting with a Unified Network
TextBoxes++: A Single-Shot Oriented Scene Text Detector
TexT - Text Extractor Tool for Handwritten Document Transcription and Annotation
E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text
Sliding Line Point Regression for Shape Robust Scene Text Detection
A Two-Stage Method for Text Line Detection in Historical Documents
Fooling OCR Systems with Adversarial Text Images
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
Chinese Text in the Wild
Rotation-Sensitive Regression for Oriented Scene Text Detection
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model
Text Detection and Recognition in images: A survey
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning
Detecting Multi-Oriented Text with Corner-based Region Proposals
Synthetic data generation for Indic handwritten text recognition
Guided Attention for Large Scale Scene Text Verification
An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection
A probabilistic framework for handwritten text line segmentation
Edit Probability for Scene Text Recognition
Boosting up Scene Text Detectors with Guided CNN
Learning Markov Clustering Networks for Scene Text Detection
SCAN: Sliding Convolutional Attention Network for Scene Text Recognition
NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition
Shape Robust Text Detection with Progressive Scale Expansion Network
Offline Extraction of Indic Regional Language from Natural Scene Image using Text Segmentation and Deep Convolutional Sequence
Don't only Feel Read: Using Scene text to understand advertisements
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes
A Single Shot Text Detector with Scale-adaptive Anchors
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes
Adaptive Adversarial Attack on Scene Text Recognition
Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping
An Efficient End-to-End Neural Model for Handwritten Text Recognition
Double Supervised Network with Attention Mechanism for Scene Text Recognition
Parsimonious HMMs for Offline Handwritten Chinese Text Recognition
Single Shot Scene Text Retrieval
TextContourNet: a Flexible and Effective Framework for Improving Scene Text Detection Architecture with a Multi-task Cascade
Scene Text Recognition from Two-Dimensional Perspective
Parametric Synthesis of Text on Stylized Backgrounds using PGGANs
Cursive Scene Text Analysis by Deep Convolutional Linear Pyramids
Correlation Propagation Networks for Scene Text Detection
Visual Semantic Re-ranker for Text Spotting
Visual Re-ranking with Natural Language Understanding for Text Spotting
Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
Scene Text Detection and Recognition: The Deep Learning Era
Improving Rotated Text Detection with Rotation Region Proposal Networks
Pixel-Anchor: A Fast Oriented Scene Text Detector with Combined Networks
A Novel Integrated Framework for Learning both Text Detection and Recognition
Mask R-CNN with Pyramid Attention Network for Scene Text Detection
A pooling based scene text proposal technique for scene text reading in the wild
Deep Laplacian Pyramid Network for Text Images Super-Resolution
TextMountain: Accurate Scene Text Detection via Instance Segmentation
EnsNet: Ensconce Text in the Wild
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection
Auto-Encoder-BoF/HMM System for Arabic Text Recognition
Advances of Scene Text Datasets
ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification
TET-GAN: Text Effects Transfer via Stylization and Destylization
Simultaneous Recognition of Horizontal and Vertical Text in Natural Images
Recurrent Calibration Network for Irregular Text Recognition
Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition
TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks
Detecting Text in the Wild with Deep Character Embedding Network
MSR: Multi-Scale Shape Regression for Scene Text Detection
A Multi-Object Rectified Attention Network for Scene Text Recognition - Luo/MORAN_v2](https://github.com/Canjie-Luo/MORAN_v2)]
SAFE: Scale Aware Feature Encoder for Scene Text Recognition
Generating Text Sequence Images for Recognition
Scene Text Synthesis for Efficient and Effective Deep Network Training
Text line Segmentation in Compressed Representation of Handwritten Document using Tunneling Algorithm
Adversarial Generation of Handwritten Text Images Conditioned on Sequences
STEFANN: Scene Text Editor using Font Adaptive Neural Network
Efficient Video Scene Text Spotting: Unifying Detection, Tracking, and Recognition
Manifold Mixup improves text recognition with CTC loss
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition
Towards Robust Curve Text Detection with Conditional Spatial Expansion
Curve Text Detection with Local Segmentation Network and Curve Connection
ShopSign: a Diverse Scene Text Dataset of Chinese Shop Signs in Street Views
Pyramid Mask Text Detector
CUTIE: Learning to Understand Documents with Convolutional Universal Text Information Extractor
Shape Robust Text Detection with Progressive Scale Expansion Network
Tightness-aware Evaluation Protocol for Scene Text Detection
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation
A Simple and Robust Convolutional-Attention Network for Irregular Text Recognition
What is wrong with scene text recognition model comparisons? dataset and model analysis
Character Region Awareness for Text Detection
Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes
TextCaps : Handwritten Character Recognition with Very Small Datasets
A Scalable Handwritten Text Recognition System
FACLSTM: ConvLSTM with Focused Attention for Scene Text Recognition
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text
TextCohesion: Detecting Text for Arbitrary Shapes
Controllable Artistic Text Style Transfer via Shape-Matching GAN
TE141K: Artistic Text Benchmark for Text Effects Transfer
Predictive Ensemble Learning with Application to Scene Text Detection
Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation
Beyond Visual Semantics: Exploring the Role of Scene Text in Image Understanding
Scene Text Visual Question Answering
Selective Style Transfer for Text
Towards Document Image Quality Assessment: A Text Line Based Framework and A Synthetic Text Line Image Dataset
Omnidirectional Scene Text Detection with Sequential-free Box Discretization
Handwritten Text Segmentation via End-to-End Learning of Convolutional Neural Network
2D Attentional Irregular Scene Text Recognizer
Towards End-to-End Text Spotting in Natural Scenes
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts
ICDAR 2019 Competition on Scene Text Visual Question Answering
Scene Text Magnifier
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019
TedEval: A Fair Evaluation Metric for Scene Text Detectors
Semi-Bagging Based Deep Neural Architecture to Extract Text from High Entropy Images
RFBTD: RFB Text Detector
SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds
GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition
2D-CTC for Scene Text Recognition
Generative Adversarial Network for Handwritten Text
It's All About The Scale -- Efficient Text Detection Using Adaptive Scaling
Automatic Text Line Segmentation Directly in JPEG Compressed Document Images
Towards Pure End-to-End Learning for Recognizing Multiple Text Sequences from an Image
Deep Neural Network for Semantic-based Text Recognition in Images
Symmetry-constrained Rectification Network for Scene Text Recognition
Editing Text in the Wild
Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network
An End-to-end Video Text Detector with Online Tracking
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
FaSTExt: Fast and Small Text Extractor
Towards Unconstrained End-to-End Text Spotting
Adaptive Embedding Gate for Attention-Based Scene Text Recognition
End-To-End Measure for Text Recognition
Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning
Focus-Enhanced Scene Text Recognition with Deformable Convolutions
Alchemy: Techniques for Rectification Based Irregular Scene Text Recognition
Geometry Normalization Networks for Accurate Scene Text Detection
TextSR: Content-Aware Text Super-Resolution Guided by Recognition
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)
STELA: A Real-Time Scene Text Detector with Learned Anchor
ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVT
Chinese Street View Text: Large-scale Chinese Text Reading with Partially Supervised Learning
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review
EATEN: Entity-aware Attention for Single Shot Visual Text Extraction
MASTER: Multi-Aspect Non-local Network for Scene Text Recognition
Next integrated result modelling for stopping the text field recognition process in a video using a result model with per-character alternatives
On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention
Rosetta: Large scale system for text detection and recognition in images
Illegible Text to Readable Text: An Image-to-Image Transformation using Conditional Sliced Wasserstein Adversarial Networks
OmniTrack: Real-time detection and tracking of objects, text and logos in video
DeepErase: Weakly Supervised Ink Artifact Removal in Document Text Images
Scene Text Recognition with Temporal Convolutional Encoder
Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory
SA-Text: Simple but Accurate Detector for Text of Arbitrary Shapes
Learning to Predict More Accurate Text Instances for Scene Text Detection
KISS: Keeping It Simple for Scene Text Recognition
Real-time Scene Text Detection with Differentiable Binarization
Weak Supervision for Generating Pixel-Level Annotations in Scene Text Segmentation
All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting
Methods of Weighted Combination for Text Field Recognition in a Video Stream
Bidirectional Scene Text Recognition with a Single Decoder
Patch Aggregator for Scene Text Script Identification
A Feasible Framework for Arbitrary-Shaped Scene Text Recognition
TextSLAM: Visual SLAM with Planar Text Features
Lifelong learning for text retrieval and recognition in historical handwritten document collections
Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition
Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks
MTRNet++: One-stage Mask-based Scene Text Eraser
Joint Architecture and Knowledge Distillation in Convolutional Neural Network for Offline Handwritten Chinese Text Recognition
TextTubes for Detecting Curved Text in the Wild
Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard
TreyNet: A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages
Decoupled Attention Network for Text Recognition
TextScanner: Reading Characters in Order for Robust Scene Text Recognition
A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection
Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild
Text Extraction and Restoration of Old Handwritten Documents
Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition
Scene Text Recognition With Finer Grid Rectification
GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition
A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling
Scale-Invariant Multi-Oriented Text Detection in Wild Scene Images
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
DGST : Discriminator Guided Scene Text detector
Efficient Backbone Search for Scene Text Recognition
Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks
Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection
Scene Text Recognition via Transformer
SwapText: Image Based Texts Transfer in Scenes
Unsupervised text line segmentation
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal World
Towards Accurate Scene Text Recognition with Semantic Reasoning Networks
ReADS: A Rectified Attentional Double Supervised Network for Scene Text Recognition
ContourNet: Taking a Further Step toward Accurate Arbitrary-shaped Scene Text Detection
Image Processing Based Scene-Text Detection and Recognition with Tesseract
Location-Aware Feature Selection for Scene Text Detection
All you need is a second look: Towards Tighter Arbitrary shape text detection
Scene Text Image Super-Resolution in the Wild
Text Recognition in the Wild: A Survey
On Vocabulary Reliance in Scene Text Recognition
Large Scale Font Independent Urdu Text Recognition System
RoadText-1K: Text Detection & Recognition Dataset for Driving Videos
SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition
Self-Training for Domain Adaptive Scene Text Detection
NENET: An Edge Learnable Network for Link Prediction in Scene Text
Learning Robust Feature Representations for Scene Text Detection
A New Unified Method for Detecting Text from Marathon Runners and Sports Players in Video
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition
TRIE: End-to-End Text Reading and Information Extraction for Document Understanding
Realistic text replacement with non-uniform style conditioning
Text Detection and Recognition in the Wild: A Review
CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold
Lyric Video Analysis Using Text Detection and Tracking
Text Recognition in Real Scenarios with a Few Labeled Samples
Text Detection on Roughly Placed Books by Leveraging a Learning-based Model Trained with Another Domain Data
Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models
Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents
Text Recognition -- Real World Data and Where to Find Them
Maximum Entropy Regularization and Chinese Text Recognition
FC2RN: A Fully Convolutional Corner Refinement Network for Accurate Multi-Oriented Scene Text Detection
Privacy Preserving Text Recognition with Gradient-Boosting for Federated Learning
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text Recognition
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting
Character Region Attention For Text Spotting
FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition
AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting
Fast Approximate Modelling of the Next Combination Result for Stopping the Text Recognition in a Video
TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection
Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text
EASTER: Efficient and Scalable Text Recognizer
Scene Text Detection with Selected Anchor
Visual Attack and Defense on Text
Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel
An End-to-End Attack on Text-based CAPTCHAs Based on Cycle-Consistent Generative Adversarial Network
Text and Style Conditioned GAN for Generation of Offline Handwriting Lines
Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild
A Hybrid Deep Learning Model for Arabic Text Recognition
Unconstrained Text Detection in Manga: a New Dataset and Baseline
Text-independent writer identification using convolutional neural network
Adaptive Text Recognition through Visual Matching
Handwritten Script Identification from Text Lines
Exploring Font-independent Features for Scene Text Recognition
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition
RRPN++: Guidance Towards More Accurate Scene Text Detection
Unconstrained Text Detection in Manga
A Human Eye-based Text Color Scheme Generation Method for Image Synthesis
Gaussian Constrained Attention Network for Scene Text Recognition
TLGAN: document Text Localization using Generative Adversarial Nets
Real-Time Text Detection and Recognition
On-Device Language Identification of Text in Images using Diacritic Characters
OCR Post Correction for Endangered Language Texts
Digging Deeper into CRNN Model in Chinese Text Images Recognition
Scene text removal via cascaded text stroke detection and erasing
Towards Spatio-Temporal Video Scene Text Detection via Temporal Clustering
On-Device Text Image Super Resolution
SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training
BOTD: Bold Outline Text Detector
Weakly-Supervised Arbitrary-Shaped Text Detection with Expectation-Maximization Algorithm
Boosting offline handwritten text recognition in historical documents with few labeled lines
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network
StacMR: Scene-Text Aware Cross-Modal Retrieval
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network
Scene Text Detection with Scribble Lines
Research on All-content Text Recognition Method for Financial Ticket Image
Political Posters Identification with Appearance-Text Fusion
On Calibration of Scene-Text Recognition Models
Multiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks
Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning
Scene Text Detection for Augmented Reality -- Character Bigram Approach to reduce False Positive Rate
Research on Fast Text Recognition Method for Financial Ticket Image
Robust Text CAPTCHAs Using Adversarial Examples
Text line extraction using fully convolutional network and energy minimization
VML-MOC: Segmenting a multiply oriented and curved handwritten text lines dataset
Text Line Segmentation for Challenging Handwritten Document Images Using Fully Convolutional Network
HANA: A HAndwritten NAme Database for Offline Handwritten Text Recognition
Classification of Handwritten Names of Cities and Handwritten Text Recognition using Various Deep Learning Models
CSTR: A Classification Perspective on Scene Text Recognition
Detection and Rectification of Arbitrary Shaped Scene Texts by using Text Keypoints and Links
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels
Urdu Handwritten Text Recognition Using ResNet18
TS-Net: OCR Trained to Switch Between Text Transcription Styles
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection
Tracking Based Semi-Automatic Annotation for Scene Text Videos
Arbitrary-Shaped Text Detection withAdaptive Text Region Representation
Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo
MOST: A Multi-Oriented Scene Text Detector with Localization Refinement
Scene Text Retrieval via Joint Text Detection and Similarity Learning
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition
1st Place Solution to ICDAR 2021 RRC-ICTEXT End-to-end Text Spotting and Aesthetic Assessment on Integrated Circuit
Benchmarking Scene Text Recognition in Devanagari, Telugu and Malayalam
RayNet: Real-time Scene Arbitrary-shape Text Detection with Multiple Rays
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network
Rethinking Text Line Recognition Models
TeLCoS: OnDevice Text Localization with Clustering of Script
Line Segmentation from Unconstrained Handwritten Text Images using Adaptive Approach
Writing in The Air: Unconstrained Text Recognition from Finger Movement Using Spatio-Temporal Convolution
Fourier Contour Embedding for Arbitrary-Shaped Text Detection
Stroke-Based Scene Text Erasing Using Synthetic Data for Training
Parallel Scale-wise Attention Network for Effective Scene Text Recognition
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting
TextAdaIN: Fine-Grained AdaIN for Robust Text Recognition
Primitive Representation Learning for Scene Text Recognition
An end-to-end Optical Character Recognition approach for ultra-low-resolution printed text images
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition
MT: Multi-Perspective Feature Learning Network for Scene Text Detection
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text
Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text Recognition
STRIDE : Scene Text Recognition In-Device
I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition
Vision Transformer for Fast and Efficient Scene Text Recognition
Unsupervised learning of text line segmentation by differentiating coarse patterns
LineCounter: Learning Handwritten Text Line Segmentation by Counting
TRACE: A Differentiable Approach to Line-level Stroke Recovery for Offline Handwritten Text
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents
Implicit Feature Alignment: Learn to Convert Text Recognizer to Text Spotter
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text Recognition
TextStyleBrush: Transfer of Text Aesthetics from a Single Example
Open Images V5 Text Annotation and Yet Another Mask Text Spotter
All You Need is a Second Look: Towards Arbitrary-Shaped Text Detection
A Simple and Strong Baseline: Progressively Region-based Scene Text Removal Networks
Recurrent neural network transducer for Japanese and Chinese offline handwritten text recognition
Text Prior Guided Scene Text Image Super-resolution
Robust End-to-End Offline Chinese Handwriting Text Page Spotter with Text Kernel
ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection
Bidirectional Regression for Arbitrary-Shaped Text Detection
SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models
RewriteNet: Realistic Scene Text Image Generation via Editing Text in Real-world Image
Comprehensive Studies for Arbitrary-shape Scene Text Detection
ICDAR 2021 Competition on Scene Video Text Spotting
Towards the Unseen: Iterative Text Recognition by Distilling from Errors
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
Adaptive Boundary Proposal Network for Arbitrary Shape Text Detection
Why You Should Try the Real Data for the Scene Text Recognition
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection
IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition
MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding
Text-Aware Single Image Specular Highlight Removal
Data Augmentation for Scene Text Recognition
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling
From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network
StackMix and Blot Augmentations for Handwritten Text Recognition
Scene Text recognition with Full Normalization
STRIVE: Scene Text Replacement In Videos
Mask is All You Need: Rethinking Mask R-CNN for Dense and Arbitrary-Shaped Scene Text Detection
Which and Where to Focus: A Simple yet Accurate Framework for Arbitrary-Shaped Nearby Text Detection in Scene Images
PIMNet: A Parallel, Iterative and Mimicking Network for Scene Text Recognition
Urdu text in natural scene images: a new dataset and preliminary text detection
De-rendering Stylized Texts
KOHTD: Kazakh Offline Handwritten Text Dataset
On Exploring and Improving Robustness of Scene Text Detection Models
Rescoring Sequence-to-Sequence Models for Text Line Recognition with CTC-Prefixes
ARTS: Eliminating Inconsistency between Text Detection and Recognition with Auto-Rectification Text Spotter
Industrial Scene Text Detection with Refined Feature-attentive Network
TPSNet: Thin-Plate-Spline Representation for Arbitrary Shape Scene Text Detection
FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation
Improving Structured Text Recognition with Regular Expression Biasing
TRIG: Transformer-Based Text Recognizer with Initial Embedding Guidance
Adaptive Shrink-Mask for Text Detection
Exploiting Multi-Scale Fusion, Spatial Attention and Patch Interaction Techniques for Text-Independent Writer Identification
CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition
Utilizing Resource-Rich Language Datasets for End-to-End Scene Text Recognition in Resource-Poor Languages
Decoupling Visual-Semantic Feature Learning for Robust Scene Text Recognition
Traditional Chinese Synthetic Datasets Verified with Labeled Data for Scene Text Recognition
Attention-based Feature Decomposition-Reconstruction Network for Scene Text Detection
Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features
Natural Scene Text Editing Based on AI
On-Device Spatial Attention based Sequence Learning Approach for Scene Text Script Identification
Visual-Semantic Transformer for Scene Text Recognition
A Bilingual, OpenWorld Video Text Dataset and End-to-end Video Text Spotter with Transformer
Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection
Handwritten text generation and strikethrough characters augmentation
CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning
SPTS: Single-Point Text Spotting
Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation
Contrastive Learning of Semantic and Visual Representations for Text Tracking
Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study
SAFL: A Self-Attention Scene Text Recognizer with Focal Loss
Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence
Transfer Learning for Scene Text Recognition in Indian Languages
Towards Boosting the Accuracy of Non-Latin Scene Text Recognition
Weakly Supervised Scene Text Detection using Deep Reinforcement Learning
Open Source Handwritten Text Recognition on Medieval Manuscripts using Mixed Models and Document-Specific Finetuning
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks
Importance of Textlines in Historical Document Classification
Self-paced learning to improve text row detection in historical documents with missing labels
Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer
Offline Text-Independent Writer Identification based on word level data
Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion
Arbitrary Shape Text Detection using Transformers
SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text
A Glyph-driven Topology Enhancement Network for Scene Text Recognition
Language Matters: A Weakly Supervised Pre-training Approach for Scene Text Detection and Spotting
Text-DIAE: Degradation Invariant Autoencoders for Text Recognition and Document Enhancement
DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting
Towards Open-Set Text Recognition via Label-to-Prototype Learning
Real-time Scene Text Detection Based on Global Level and Word Level Features
Kernel Proposal Network for Arbitrary Shape Text Detection
Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching
APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic Text Image Generation
A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization
End-to-End Video Text Spotting with Transformer
Comprehensive Benchmark Datasets for Amharic Scene Text Detection and Recognition
Robust Text Line Detection in Historical Documents: Learning and Evaluation Methods
Knowledge Mining with Scene Text for Fine-Grained Recognition
Towards End-to-End Unified Scene Text Detection and Layout Analysis
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection
ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval
Text Spotting Transformers
IterVM: Iterative Vision Modeling Module for Scene Text Recognition
Aesthetic Text Logo Synthesis via Content-aware Layout Inferring
Content and Style Aware Generation of Text-line Images for Handwriting Recognition
Pushing the Performance Limit of Scene Text Recognizer without Human Annotation
Self-Supervised Text Erasing with Controllable Image Synthesis
Vision-Language Pre-Training for Boosting Scene Text Detectors
C3-STISR: Scene Text Image Super-resolution with Triple Clues
SVTR: Scene Text Recognition with a Single Visual Model
Text Detection on Technical Drawings for the Digitization of Brown-field Processes
Multimodal Semi-Supervised Learning for Text Recognition
UNITS: Unsupervised Intermediate Training Stage for Scene Text Detection
Arbitrary Shape Text Detection via Boundary Transformer
TextMatcher: Cross-Attentional Neural Network to Compare Image and Text
Text Detection & Recognition in the Wild for Robot Localization
LexiconNet: An End-to-End Handwritten Paragraph Text Recognition System
Easter2.0: Improving convolutional models for handwritten text recognition
MaskOCR: Text Recognition with Masked Encoder-Decoder Pretraining
E^2VTS: Energy-Efficient Video Text Spotting from Unmanned Aerial Vehicles
Contrastive Graph Multimodal Model for Text Classification in Videos
Transformer based Urdu Handwritten Text Optical Character Reader
BN-HTRd: A Benchmark Dataset for Document Level Offline Bangla Handwritten Text Recognition (HTR) and Line Segmentation
TextDCT: Arbitrary-Shaped Text Detection via Discrete Cosine Transform Mask
Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition
BusiNet -- a Light and Fast Text Detection Network for Business Documents
Explore Faster Localization Learning For Scene Text Detection
Detection of Furigana Text in Images
Towards Multimodal Vision-Language Models Generating Non-Generic Text
DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer
A Lexicon and Depth-wise Separable Convolution Based Handwritten Text Recognition System
COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated Texts
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting
Scene Text Recognition with Permuted Autoregressive Sequence Models
Decoupling Recognition from Detection: Single Shot Self-Reliant Scene Text Spotter
2D Self-Organized ONN Model For Handwritten Text Recognition
Real-time End-to-End Video Text Spotter with Contrastive Representation Learning
SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition
Progressive Scene Text Erasing with Self-Supervision
Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach
PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition
Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition
Runner-Up Solution to ECCV 2022 Challenge on Out of Vocabulary Scene Text Understanding: Cropped Word Recognition
GLASS: Global to Local Attention for Scene-Text Spotting
The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition
Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions
Shift Variance in Scene Text Detection
DPTNet: A Dual-Path Transformer Architecture for Scene Text Detection
To show or not to show: Redacting sensitive text from videos of electronic displays
Arbitrary Shape Text Detection via Segmentation with Probability Maps
www.iapr-tc11.org
tc11.cvc.uab.es
rrc.cvc.uab.es
`2017 COCO-Text`
`2017 DeTEXT`
`2017 DOST`
`2017 FSNS`
`2017 MLT`
`2017 IEHHR`
`2011-2015 Born-DIgitalImage`
`2013-2015 Focused Scene Text`
`2013-2015 Text in Videos`
`2015 Incidental Scene Text`
ICDAR Chinese
`Chinese Text in the Wild`
`Total-Text`
`SCUT_FORU_DB_Release`
`SynthText in the Wild Dataset`
`COCO-Text (Computer Vision Group, Cornell)`
`COCO-Text API`
`USTB-SV1k`
`Synthetic Word Dataset (Oxford, VGG)`
`download`
`IIIT 5K-Words`
`download`
`StanfordSynth(Stanford, AI Group)`
`download`
`MSRA Text Detection 500 Database (MSRA-TD500)`
`OSTD`
`Traffice Guide Panel Text Dataset,TGPT`
`Street View Text (SVT)`
`KAIST Scene_Text Database`
`Chars74k`
ICDAR 2015 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://rrc.cvc.uab.es/files/Robust-Reading-Competition-Karatzas.pdf)|
ICDAR 2013 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://dagdata.cvc.uab.es/icdar2013competition/files/icdar2013_competition_report.pdf)|
ICDAR 2011 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://www.iapr-tc11.org/archive/icdar2011/fileup/PDF/4520b491.pdf)|
ICDAR 2005 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://www.academia.edu/download/30700479/10.1.1.96.4332.pdf)|
ICDAR 2003 - library/manual/10735/paper-icon_1150845_tmb.jpg)](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.332.3461&rep=rep1&type=pdf)|

Programming Languages

Keywords

text-detection 3 text-recognition 3 text-detection-recognition 2 natural-images 1 scene-texts 1 awesome-list 1 awesome-lists 1 deep-learning 1 ocr 1 ocr-detection 1 ocr-paper 1 ocr-paper-list 1 ocr-papers 1 ocr-recognition 1 curve-text 1 dataset 1 icdar 1 scene-text 1 scene-text-detection 1 scene-text-recognition 1 total-text 1