SOTAVerified

Handwriting Recognition

Image source: Handwriting Recognition of Historical Documents with few labeled data

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 173 papers

TitleStatusHype
A Transformer Based Handwriting Recognition System Jointly Using Online and Offline Features—0
Creating a Historical Migration Dataset from Finnish Church Records, 1800-1920—0
DeepFRC: An End-to-End Deep Learning Model for Functional Registration and ClassificationCode0
Making History Readable—0
Learning based Ge'ez character handwritten recognition—0
Handwriting Recognition in Historical Documents with Multimodal LLM—0
MIRAGE: Multimodal Identification and Recognition of Annotations in Indian General Prescriptions—0
Boosting CNN-based Handwriting Recognition Systems with Learnable Relaxation Labeling—0
Multichannel Attention Networks with Ensembled Transfer Learning to Recognize Bangla Handwritten Charecter—0
A First Look at Chebyshev-Sobolev Series for Digital Ink—0
Qalam : A Multimodal LLM for Arabic Optical Character and Handwriting Recognition—0
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documentsCode1
Khayyam Offline Persian Handwriting Dataset—0
Graph Neural Network based Handwritten Trajectories Recognition—0
Revisiting N-Gram Models: Their Impact in Modern Neural Networks for Handwritten Text Recognition—0
Understanding attention-based encoder-decoder networks: a case study with chess scoresheet recognition—0
An inclusive review on deep learning techniques and their scope in handwriting recognition—0
Representing Online Handwriting for Recognition in Large Vision-Language Models—0
Bayesian Deep Learning Via Expectation Maximization and Turbo Deep Approximate Message Passing—0
Impact of Ground Truth Quality on Handwriting Recognition—0
Offline Detection of Misspelled Handwritten Words by Convolving Recognition Model Features with Text Labels—0
Character Queries: A Transformer-based Approach to On-Line Handwritten Character SegmentationCode0
A Transformer-based Approach for Arabic Offline Handwritten Text Recognition—0
Does color modalities affect handwriting recognition? An empirical study on Persian handwritings using convolutional neural networks—0
Writer adaptation for offline text recognition: An exploration of neural network-based methodsCode0
A Dataset of Inertial Measurement Units for Handwritten English Alphabets—0
CNN-BiLSTM model for English Handwriting Recognition: Comprehensive Evaluation on the IAM Dataset—0
FPGA Implementation of Convolutional Neural Network for Real-Time Handwriting RecognitionCode1
BN-DRISHTI: Bangla Document Recognition through Instance-level Segmentation of Handwritten Text ImagesCode1
CENSUS-HWR: a large training dataset for offline handwriting recognition—0
Online Gesture Recognition using Transformer and Natural Language Processing—0
How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning—0
SIMARA: a database for key-value information extraction from full pages—0
Key-value information extraction from full handwritten pages—0
MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition—0
Towards Writing Style Adaptation in Handwriting Recognition—0
Finetuning Is a Surprisingly Effective Domain Adaptation Baseline 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
SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-LabelsCode1
Siamese based Neural Network for Offline Writer Identification on word level data—0
UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in VietnameseCode1
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
Towards End-to-end Handwritten Document RecognitionCode1
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
Show:102550
← PrevPage 1 of 4Next →
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