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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Image source: Handwriting Recognition of Historical Documents with few labeled data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
FPGA Implementation of Convolutional Neural Network for Real-Time Handwriting RecognitionCode1
BN-DRISHTI: Bangla Document Recognition through Instance-level Segmentation of Handwritten Text ImagesCode1
SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-LabelsCode1
UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in VietnameseCode1
Towards End-to-end Handwritten Document RecognitionCode1
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder NetworksCode1
Continuous Offline Handwriting Recognition using Deep Learning ModelsCode1
KOHTD: Kazakh Offline Handwritten Text DatasetCode1
Vietnamese end-to-end speech recognition using wav2vec 2.0Code1
Few Shots Are All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwritten Text RecognitionCode1
Digital Peter: Dataset, Competition and Handwriting Recognition MethodsCode1
Classification of Handwritten Names of Cities and Handwritten Text Recognition using Various Deep Learning ModelsCode1
Fine-tuning Handwriting Recognition systems with Temporal DropoutCode1
Differentiable Weighted Finite-State TransducersCode1
AKHCRNet: Bengali Handwritten Character Recognition Using Deep LearningCode1
HKR For Handwritten Kazakh & Russian DatabaseCode1
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfoldCode1
GEVO: GPU Code Optimization using Evolutionary ComputationCode1
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text GenerationCode1
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural NetworksCode1
Handwriting Recognition of Historical Documents with few labeled dataCode1
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
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
CENSUS-HWR: a large training dataset for offline handwriting 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