Deep Learning Publication Navigator - subtopic: handwritten


Year TitleAuthor
2017   Applying Data Augmentation to Handwritten Arabic Numeral Recognition Using Deep Learning Neural Networks  A Ashiquzzaman, AK Tushar, A Rahman
2017   Offline Handwritten Signature Verification  LG Hafemann, R Sabourin, LS Oliveira
2017   Towards optimal shallow ANN for recognizing isolated handwritten Bengali numerals  MS Rahman
2017   Recognizing online Arabic handwritten characters using a deep architecture  N Tagougui, M Kherallah
2017   Multi-scale multi-class conditional generative adversarial network for handwritten character generation  J Liu, C Gu, J Wang, G Youn, JU Kim 
2017   MapReduce-based deep learning with handwritten digit recognition case study  N Basit, Y Zhang, H Wu, H Liu, J Bin, Y He
2017   Automatic Labeling of Large Amounts of Handwritten Characters with Gate-guided Dynamic Deep Learning  Y Liu, L Jin, S Lai
2017   SUST-BHND: A database of Bangla handwritten numerals  S Razik, E Hossain, S Ismail, MS Islam
2017   Building Fast and Compact Convolutional Neural Networks for Offline Handwritten Chinese Character Recognition  X Xiao, L Jin, Y Yang, W Yang, J Sun, T Chang
2017   Watch, Attend and Parse: An End-to-end Neural Network Based Approach to Handwritten Mathematical Expression Recognition  J Zhang, J Du, S Zhang, D Liu, Y Hu, J Hu, S Wei, L Dai
2017   A Deep Network with Composite Residual Structure for Handwritten Character Recognition  Z Rao, C Zeng, N Zhao, M Liu, M Wu, Z Wang
2017   Handwritten recognition of Tamil vowels using deep learning  NR Prashanth, B Siddarth, A Ganesh, VN Kumar 
2017   Optimization of DBN using Regularization Methods Applied for Recognizing Arabic Handwritten Script  M Elleuch, N Tagougui, M Kherallah
2017   Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach  S Roy, N Das, M Kundu, M Nasipuri
2017   Stacked auto encoder training incorporating printed text data for handwritten bangla numeral recognition  M Ahmed, AK Paul, MAH Akhand
2017   Using a Synthetic Character Database for Training Deep Learning Models Applied to Offline Handwritten Recognition  J Sueiras, V Ruiz, Á Sánchez, JF Vélez
2017   Towards optimal convolutional neural network parameters for bengali handwritten numerals recognition  MS Rahman
2017   Handwritten Bangla Digit Recognition Using Deep Learning  MZ Alom, P Sidike, TM Taha, VK Asari
2017   A Deep Learning Approach to Handwritten Number Recognition  V Ruiz, MTG de Lena, J Sueiras, A Sanchez, JF Velez
2017   Writer Identification in Noisy Handwritten Documents  K Ni, P Callier, B Hatch
2017   MCMC based Generative Adversarial Networks for Handwritten Numeral Augmentation  H Zhang, C Luo, X Yu, P Ren
2017   An end-to-end recognizer for in-air handwritten Chinese characters based on a new recurrent neural networks  H Ren, W Wang, K Lu, J Zhou, Q Yuan
2016   Handwritten Digit String Segmentation And Recognition Using Deep Learning  O ELITEZ
2016   Deep Neural Networks for Large Vocabulary Handwritten Text Recognition  T Bluche
2016   Handwritten Character Recognition of a Vernacular Language: The Odia Script  RK Mohapatra
2016   A New Design Based-SVM of the CNN Classifier Architecture with Dropout for Offline Arabic Handwritten Recognition  M Elleuch, R Maalej, M Kherallah
2016   Online Bengali Handwritten Numerals Recognition Using Deep Autoencoders  A Pal, BK Khonglah, S Mandal, H Choudhury
2016   Deep Belief Network Based Approach to Recognize Handwritten Kannada Characters Using Histogram of Oriented Gradients and Raw Pixel Features  S Karthik, S Murthy
2016   An Improved Arabic Handwritten Recognition System using Deep Support Vector Machines  M Elleuch, M Kherallah
2016   Handwritten Digit Classification on FPGA  K Kudrolli, S Shah, DJ Park
2016   Online Handwritten Gurmukhi Strokes Dataset Based on Minimal Set of Words  S Singh, A Sharma, I Chhabra
2016   Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition  Z Xie, Z Sun, L Jin, H Ni, T Lyons
2016   Deep Convolutional Neural Network Classifier for Handwritten Devanagari Character Recognition  P Singh, A Verma, NS Chaudhari
2016   Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification  S Pang, Y Xinyi
2016   Fully Convolutional Recurrent Network for Handwritten Chinese Text Recognition  Z Xie, Z Sun, L Jin, Z Feng, S Zhang
2016   Handwritten Digits Recognition Technology Based on SAE-SVM Classifier  X Du
2016   Very Deep Neural Network for Handwritten Digit Recognition  Y Li, H Li, Y Xu, J Wang, Y Zhang
2016   Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition  B Hu, X Liu, X Wu, Q Chen
2016   Recognizing handwritten single digits and digit strings using deep architecture of neural networks  R Saabni
2016   A Simple Shallow Convolutional Neural Network for Accurate Handwritten Digit Classification  V Golovko, E Mikhno, A Brichk
2016   Dense prediction for text line segmentation in handwritten document images  QN Vo, GS Lee
2016   Feature Extractor Based Deep Method to Enhance Online Arabic Handwritten Recognition System  M Elleuch, R Zouari, M Kherallah
2016   Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks  AR Ismail, AZ Abdullah
2016   Handwritten Digit Recognition via Unsupervised Learning  X Jiang, H Pham, Q Xu
2016   Dyadic Multi-resolution Analysis-Based Deep Learning for Arabic Handwritten Character Classification  A ElAdel, R Ejbali, M Zaied, CB Amar
2016   22. Deep Learning and Neural Networks used for Chinese Handwritten Optical Character Recognition  R McCaughey
2015   A Hybrid Deep Learning CNN-ELM Model and Its Application in Handwritten Numeral Recognition⋆  L GUO, S DING
2015   Massively Deep Artificial Neural Networks for Handwritten Digit Recognition  K O'Shea
2015   Online Handwritten Tibetan Syllable Recognition Based on Component Segmentation Method  LL Ma, J Wu
2015   The Application of Convolution Neural Networks in Handwritten Numeral Recognition  X Han, Y Li
2015   DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition  W Yang, L Jin, D Tao, Z Xie, Z Feng
2015   A discriminative cascade CNN model for offline handwritten digit recognition  S Pan, Y Wang, C Liu, X Ding
2015   Method And Apparatus For Classifying Machine Printed Text And Handwritten Text  MR Campanelli, SR Wshah, Y Zhou
2015   Recognition of Multi-Stroke Based Online Handwritten Gurmukhi Aksharas  R Kumar, RK Sharma, A Sharma
2015   Fast, simple and accurate handwritten digit classification using extreme learning machines with shaped input-weights  MD McDonnell, MD Tissera, A van Schaik, J Tapson
2015   Recognizing Handwritten Digits and Characters  V Sundaresan, J Lin
2015   Deep Convolutional Network for Handwritten Chinese Character Recognition  Y Zhang
2015   Rough Deep Belief Network-Application to Incomplete Handwritten Digits Pattern Classification  WK Mleczko, T Kapuściński, RK Nowicki
2015   Mixed handwritten and printed digit recognition in Sudoku with Convolutional Deep Belief Network  B Wicht, J Henneberty
2015   Deep Learning for Feature Extraction of Arabic Handwritten Script  M Elleuch, N Tagougui, M Kherallah
2015   High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps  Z Zhong, L Jin, Z Xie
2015   Recognition of handwritten characters using local gradient feature descriptors  O Surinta, MF Karaaba, LRB Schomaker, MA Wiering
2015   Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the 'Extreme Learning Machine'Algorithm  MD McDonnell, MD Tissera, T Vladusich, A van Schaik
2015   Recognizing Handwritten Characters with Local Descriptors and Bags of Visual Words  O Surinta, MF Karaaba, TK Mishra, LRB Schomaker
2015   DigiRec Proposal: Handwritten Digit Recognition in Hardware  J Johnson, Z Jiang, M Yanez
2015   Towards Unsupervised Learning for Arabic Handwritten Recognition Using Deep Architectures  M Elleuch, N Tagougui, M Kherallah
2015   Sunspot drawings handwritten character recognition method based on deep learning  S Zheng, X Zeng, G Lin, C Zhao, Y Feng, J Tao, D Zhu
2015   Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition  S Vajda, Y Rangoni, H Cecotti
2015   On the Performance Improvement of Devanagri Handwritten Character Recognition  P Singh, A Verma, NS Chaudhari
2015   Discriminative Quadratic Feature Learning for Handwritten Chinese Character Recognition  MK Zhou, XY Zhang, F Yin, CL Liu
2014   Handwritten Hangul recognition using deep convolutional neural networks  IJ Kim, X Xie
2014   A deep HMM model for multiple keywords spotting in handwritten documents  S Thomas, C Chatelain, L Heutte, T Paquet
2014   A Tibetan Component Representation Learning Method for Online Handwritten Tibetan Character Recognition  LL Ma, J Wu
2014   Irrelevant Variability Normalization via Hierarchical Deep Neural Networks for Online Handwritten Chinese Character Recognition  J Du
2014   Deep-Belief-Network based Rescoring for Handwritten Word Recognition  PP Roy, Y Chherawala, M Cheriet
2014   Writer Adaptation using Bottleneck Features and Discriminative Linear Regression for Online Handwritten Chinese Character Recognition  J Du, JS Hu, B Zhu, S Wei, LR Dai
2014   ICFHR2014 Competition on Handwritten Text Recognition on tranScriptorium Datasets (HTRtS)  JA Sánchez, V Romero, AH Toselli, E Vidal
2014   Recognition of Handwritten Characters in Chinese Legal Amounts by Stacked Autoencoders  M Wang, Y Chen, X Wang
2014   A Study of Designing Compact Classifiers using Deep Neural Networks for Online Handwritten Chinese Character Recognition  J Du, JS Hu, B Zhu, S Wei, LR Dai
2014   Handwritten Digits Classification  E Bengio, Y Wen, S Ruan