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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Image source: Handwriting Recognition of Historical Documents with few labeled data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
Fully Convolutional Networks for Handwriting Recognition—0
Sample-Optimal Low-Rank Approximation of Distance Matrices—0
End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting—0
A Scalable Handwritten Text Recognition System—0
Cursive Overlapped Character Segmentation: An Enhanced Approach—0
No Padding Please: Efficient Neural Handwriting RecognitionCode0
Fast Multi-language LSTM-based Online Handwriting Recognition—0
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural NetworksCode1
Fuzzy Controller of Reward of Reinforcement Learning For Handwritten Digit Recognition—0
Unsupervised learning with sparse space-and-time autoencodersCode0
Handwriting Recognition of Historical Documents with few labeled dataCode1
Handwriting Recognition in Low-resource Scripts using Adversarial Learning—0
Recurrent Attention Unit—0
Start, Follow, Read: End-to-End Full-Page Handwriting RecognitionCode0
A Unified Multilingual Handwriting Recognition System using multigrams sub-lexical units—0
A syllable based model for handwriting recognition—0
Language Model Supervision for Handwriting Recognition Model Adaptation—0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources—0
Towards Quantum Machine Learning with Tensor Networks—0
Construction of neural networks for realization of localized deep learning—0
Open Source Dataset and Deep Learning Models for Online Digit Gesture Recognition on TouchscreensCode0
Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization—0
LV-ROVER: Lexicon Verified Recognizer Output Voting Error Reduction—0
Image Splicing Detection via Camera Response Function Analysis—0
Linear classifier design under heteroscedasticity in Linear Discriminant Analysis—0
BanglaLekha-Isolated: A Comprehensive Bangla Handwritten Character Dataset—0
The Impact of Random Models on Clustering SimilarityCode0
Handwriting recognition using Cohort of LSTM and lexicon verification with extremely large lexicon—0
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition—0
A Gentle Tutorial of Recurrent Neural Network with Error BackpropagationCode0
Caveats on Bayesian and hidden-Markov models (v2.8)—0
Training LDCRF model on unsegmented sequences using Connectionist Temporal Classification—0
Drawing and Recognizing Chinese Characters with Recurrent Neural NetworkCode0
CNN-N-Gram for Handwriting Word Recognition—0
Joint Line Segmentation and Transcription for End-to-End Handwritten Paragraph Recognition—0
Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition—0
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention—0
Segmental Recurrent Neural NetworksCode0
Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks—0
A neuromorphic hardware architecture using the Neural Engineering Framework for pattern recognitionCode0
Handwriting Recognition—0
An Open Source Testing Tool for Evaluating Handwriting Input Methods—0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
LSTM: A Search Space OdysseyCode0
Bethe Projections for Non-Local Inference—0
AltecOnDB: A Large-Vocabulary Arabic Online Handwriting Recognition Database—0
CITlab ARGUS for Arabic Handwriting—0
CITlab ARGUS for historical data tables—0
CITlab ARGUS for historical handwritten documents—0
AlexU-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic 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