SOTAVerified

Handwriting Recognition

Image source: Handwriting Recognition of Historical Documents with few labeled data

Papers

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Showing 101–150 of 173 papers

TitleStatusHype
Robust Handwriting Recognition with Limited and Noisy Data—0
Sample-Optimal Low-Rank Approximation of Distance Matrices—0
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention—0
Siamese based Neural Network for Offline Writer Identification on word level data—0
SIMARA: a database for key-value information extraction from full pages—0
Stroke-Based Cursive Character Recognition—0
Support Vector Machine for Handwritten Character Recognition—0
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation—0
The Challenges of HTR Model Training: Feedback from the Project Donner le gout de l'archive a l'ere numerique—0
Towards an IMU-based Pen Online Handwriting Recognizer—0
Towards Quantum Machine Learning with Tensor Networks—0
Towards Writing Style Adaptation in Handwriting Recognition—0
TRACE: A Differentiable Approach to Line-level Stroke Recovery for Offline Handwritten Text—0
Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification—0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources—0
Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift—0
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks—0
Understanding attention-based encoder-decoder networks: a case study with chess scoresheet recognition—0
Handwritten Digit Recognition using Machine and Deep Learning Algorithms—0
Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ?—0
Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks—0
How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning—0
Image Splicing Detection via Camera Response Function Analysis—0
Impact of Ground Truth Quality on Handwriting Recognition—0
Implicit segmentation of Kannada characters in offline handwriting recognition using hidden Markov models—0
Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention—0
Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition—0
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition—0
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition—0
Key-value information extraction from full handwritten pages—0
Khayyam Offline Persian Handwriting Dataset—0
Language Model Based Chinese Handwriting Address Recognition—0
Language Model Supervision for Handwriting Recognition Model Adaptation—0
Large Vocabulary Arabic Online Handwriting Recognition System—0
Learning based Ge'ez character handwritten recognition—0
Linear classifier design under heteroscedasticity in Linear Discriminant Analysis—0
Linguistic Resources for Handwriting Recognition and Translation Evaluation—0
LV-ROVER: Lexicon Verified Recognizer Output Voting Error Reduction—0
Making History Readable—0
MatriVasha: A Multipurpose Comprehensive Database for Bangla Handwritten Compound Characters—0
MIRAGE: Multimodal Identification and Recognition of Annotations in Indian General Prescriptions—0
MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition—0
Multichannel Attention Networks with Ensembled Transfer Learning to Recognize Bangla Handwritten Charecter—0
Handwriting Recognition with NoveltyCode0
A Gentle Tutorial of Recurrent Neural Network with Error BackpropagationCode0
Unsupervised learning with sparse space-and-time autoencodersCode0
Motion-Based Handwriting RecognitionCode0
Gradient-based learning applied to document recognitionCode0
Motion-Based Handwriting Recognition and Word ReconstructionCode0
Huruf: An Application for Arabic Handwritten Character Recognition Using Deep LearningCode0
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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