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Handwriting Recognition

Image source: Handwriting Recognition of Historical Documents with few labeled data

Papers

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Showing 51–100 of 173 papers

TitleStatusHype
Online Gesture Recognition using Transformer and Natural Language Processing—0
How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning—0
Key-value information extraction from full handwritten pages—0
SIMARA: a database for key-value information extraction from full pages—0
MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition—0
Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition—0
Towards Writing Style Adaptation in Handwriting Recognition—0
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition—0
Huruf: An Application for Arabic Handwritten Character Recognition Using Deep LearningCode0
The Challenges of HTR Model Training: Feedback from the Project Donner le gout de l'archive a l'ere numerique—0
Siamese based Neural Network for Offline Writer Identification on word level data—0
A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions—0
Language Model Based Chinese Handwriting Address Recognition—0
Kurdish Handwritten Character Recognition using Deep Learning TechniquesCode0
Improving Accuracy and Explainability of Online Handwriting RecognitionCode0
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
Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift—0
Handwriting recognition for Scottish Gaelic—0
LILA-BOTI : Leveraging Isolated Letter Accumulations By Ordering Teacher Insights for Bangla Handwriting RecognitionCode0
Biometric Signature Verification Using Recurrent Neural Networks—0
Content and Style Aware Generation of Text-line Images for Handwriting Recognition—0
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition—0
Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens—0
Star Temporal Classification: Sequence Classification with Partially Labeled DataCode0
Handwriting recognition and automatic scoring for descriptive answers in Japanese language tests—0
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition—0
Multiscale Manifold Warping—0
Support Vector Machine for Handwritten Character Recognition—0
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation—0
Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer—0
Object Detection Based Handwriting Localization—0
Handwritten Digit Recognition using Machine and Deep Learning Algorithms—0
Towards an IMU-based Pen Online Handwriting Recognizer—0
TRACE: A Differentiable Approach to Line-level Stroke Recovery for Offline Handwritten Text—0
Handwriting Recognition with NoveltyCode0
End-to-End Approach for Recognition of Historical Digit Strings—0
Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition—0
SPAN: a Simple Predict & Align Network for Handwritten Paragraph RecognitionCode0
Motion-Based Handwriting RecognitionCode0
Motion-Based Handwriting Recognition and Word ReconstructionCode0
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?—0
Robust Handwriting Recognition with Limited and Noisy Data—0
An Investigation on Deep Learning with Beta Stabilizer—0
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition—0
Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention—0
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition—0
MatriVasha: A Multipurpose Comprehensive Database for Bangla Handwritten Compound Characters—0
Embedded Large-Scale Handwritten Chinese Character Recognition—0
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural NetworksCode0
A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition—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