SOTAVerified

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Image source: Handwriting Recognition of Historical Documents with few labeled data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
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural NetworksCode0
Unsupervised learning with sparse space-and-time autoencodersCode0
Writer adaptation for offline text recognition: An exploration of neural network-based methodsCode0
Cursive Overlapped Character Segmentation: An Enhanced Approach—0
A Transformer Architecture for Online Gesture Recognition of Mathematical Expressions—0
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition—0
Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification—0
Development of Comprehensive Devnagari Numeral and Character Database for Offline Handwritten Character Recognition—0
A syllable based model for handwriting recognition—0
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition—0
Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer—0
Does color modalities affect handwriting recognition? An empirical study on Persian handwritings using convolutional neural networks—0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources—0
Dropout improves Recurrent Neural Networks for Handwriting Recognition—0
Embedded Large-Scale Handwritten Chinese Character Recognition—0
End-to-End Approach for Recognition of Historical Digit Strings—0
End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting—0
English Sentence Recognition using Artificial Neural Network through Mouse-based Gestures—0
Fast Multi-language LSTM-based Online Handwriting Recognition—0
A Scalable Handwritten Text Recognition System—0
A Parallel Way to Select the Parameters of SVM Based on the Ant Optimization Algorithm—0
Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition—0
An Open Source Testing Tool for Evaluating Handwriting Input Methods—0
An Investigation on Deep Learning with Beta Stabilizer—0
Handwriting recognition and automatic scoring for descriptive answers in Japanese language tests—0
Fully Convolutional Networks for Handwriting Recognition—0
Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition—0
Fuzzy Controller of Reward of Reinforcement Learning For Handwritten Digit Recognition—0
Gesture Recognition Portfolios for Personalization—0
An inclusive review on deep learning techniques and their scope in handwriting recognition—0
Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization—0
Graph Neural Network based Handwritten Trajectories Recognition—0
Handwriting Recognition—0
Handwriting recognition for Scottish Gaelic—0
Handwriting Recognition in Historical Documents with Multimodal LLM—0
Handwriting Recognition in Low-resource Scripts using Adversarial Learning—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
Handwriting recognition using Cohort of LSTM and lexicon verification with extremely large lexicon—0
Uncertainty-aware Evaluation of Time-Series Classification for Online Handwriting Recognition with Domain Shift—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
AltecOnDB: A Large-Vocabulary Arabic Online Handwriting Recognition Database—0
How to Choose Pretrained Handwriting Recognition Models for Single Writer Fine-Tuning—0
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks—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
Stroke-Based Cursive Character Recognition—0
Improving Attention-Based Handwritten Mathematical Expression Recognition with Scale Augmentation and Drop Attention—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