SOTAVerified

Handwriting Recognition

Image source: Handwriting Recognition of Historical Documents with few labeled data

Papers

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Showing 1–50 of 173 papers

TitleStatusHype
Full Page Handwriting Recognition via Image to Sequence ExtractionCode2
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documentsCode1
Differentiable Weighted Finite-State TransducersCode1
SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-LabelsCode1
FPGA Implementation of Convolutional Neural Network for Real-Time Handwriting RecognitionCode1
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder NetworksCode1
Fine-tuning Handwriting Recognition systems with Temporal DropoutCode1
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfoldCode1
AKHCRNet: Bengali Handwritten Character Recognition Using Deep LearningCode1
Towards End-to-end Handwritten Document RecognitionCode1
Handwriting Recognition of Historical Documents with few labeled dataCode1
BN-DRISHTI: Bangla Document Recognition through Instance-level Segmentation of Handwritten Text ImagesCode1
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural NetworksCode1
Digital Peter: Dataset, Competition and Handwriting Recognition MethodsCode1
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text GenerationCode1
Few Shots Are All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwritten Text RecognitionCode1
GEVO: GPU Code Optimization using Evolutionary ComputationCode1
KOHTD: Kazakh Offline Handwritten Text DatasetCode1
UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in VietnameseCode1
Continuous Offline Handwriting Recognition using Deep Learning ModelsCode1
Classification of Handwritten Names of Cities and Handwritten Text Recognition using Various Deep Learning ModelsCode1
Vietnamese end-to-end speech recognition using wav2vec 2.0Code1
HKR For Handwritten Kazakh & Russian DatabaseCode1
Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization—0
Automatic Training Data Synthesis for Handwriting Recognition Using the Structural Crossing-Over Technique—0
An End-to-End OCR Framework for Robust Arabic-Handwriting Recognition using a Novel Transformers-based Model and an Innovative 270 Million-Words Multi-Font Corpus of Classical Arabic with Diacritics—0
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition—0
BanglaLekha-Isolated: A Comprehensive Bangla Handwritten Character Dataset—0
Bayesian Deep Learning Via Expectation Maximization and Turbo Deep Approximate Message Passing—0
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens—0
A Unified Multilingual Handwriting Recognition System using multigrams sub-lexical units—0
AltecOnDB: A Large-Vocabulary Arabic Online Handwriting Recognition Database—0
A Transformer Based Handwriting Recognition System Jointly Using Online and Offline Features—0
A Transformer-based Approach for Arabic Offline Handwritten Text Recognition—0
AlexU-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic Handwriting Recognition—0
A Convergence Analysis of Log-Linear Training—0
Cursive Overlapped Character Segmentation: An Enhanced Approach—0
A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions—0
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset—0
A syllable based model for handwriting recognition—0
CITlab ARGUS for historical handwritten documents—0
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition—0
CITlab ARGUS for historical data tables—0
CNN-N-Gram for Handwriting Word Recognition—0
Co-adaptation in a Handwriting Recognition System—0
Conditional Neural Fields—0
Construction of neural networks for realization of localized deep learning—0
Content and Style Aware Generation of Text-line Images for Handwriting Recognition—0
CITlab ARGUS for Arabic Handwriting—0
A Scalable Handwritten Text Recognition System—0
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All datasetsKOHTDAn extensive dataset of handwritten central Kurdish isolated charactersBanglaLekha Isolated Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BlucheCER8.36—Unverified
2AbdallahCER8.22—Unverified
3PuigcerverCER8.01—Unverified
4FlorCER6.52—Unverified
#ModelMetricClaimedVerifiedStatus
1KHCR1:1 Accuracy97—Unverified
#ModelMetricClaimedVerifiedStatus
1AKHCRNetAccuracy96.8—Unverified