Sparse arrays of signatures for online character recognition

1 August 2013

Benjamin Graham

Papers citing "Sparse arrays of signatures for online character recognition"

39 / 39 papers shown

Title
A multivariate spatial regression model using signatures Camille Frévent Issa-Mbenard Dabo 27 0 0 10 Oct 2024
On the signature of an image J. Diehl K. Ebrahimi-Fard Fabian A. Harang S. Tindel 28 2 0 29 Feb 2024
Recognition of Handwritten Japanese Characters Using Ensemble of Convolutional Neural Networks Angel I. Solis Justin Zarkovacki J. Ly A. Atyabi 13 1 0 06 Jun 2023
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach Dezhi Peng Lianwen Jin Weihong Ma C. Xie Hesuo Zhang Shenggao Zhu Jing Li 53 39 0 29 Jul 2022
2-d signature of images and texture classification Shenmin Zhang Guang Lin S. Tindel 35 4 0 10 May 2022
Learning with Signatures J. Curtò I. D. Zarzà Hongfei Yan Carlos T. Calafate 13 0 0 17 Apr 2022
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs J. Curtò I. D. Zarzà Hong-Mei Yan Carlos T. Calafate 23 1 0 07 Mar 2022
Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition Shujian Liao Terry Lyons Weixin Yang Kevin Schlegel Hao Ni 27 11 0 25 Oct 2021
Feature Engineering with Regularity Structures I. Chevyrev A. Gerasimovičs H. Weber 30 10 0 12 Aug 2021
Path classification by stochastic linear recurrent neural networks Wiebke Bartolomaeus Youness Boutaib Sandra Nestler Holger Rauhut 29 3 0 06 Aug 2021
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Csaba Tóth Patric Bonnier Harald Oberhauser AI4TS 11 12 0 12 Jun 2020
Signature features with the visibility transformation Yue-bo Wu Hao Ni Terrence J. Lyons R. Hudson 16 3 0 08 Apr 2020
Embedding and learning with signatures Adeline Fermanian 30 63 0 29 Nov 2019
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture Andrey Kormilitzin Xinyu Yang William H. Stone Caroline Woffindale Francesca Nicholls E. Ribe A. Nevado-Holgado N. Buckley 18 0 0 29 Aug 2019
Learning stochastic differential equations using RNN with log signature features Shujian Liao Terry Lyons Weixin Yang Hao Ni 24 42 0 22 Aug 2019
A Training-based Identification Approach to VIN Adversarial Examples Yingdi Wang Wenjia Niu Tong Chen Yingxiao Xiang Jingjing Liu Gang Li Jiqiang Liu AAML GAN 17 0 0 18 Oct 2018
Fingertip Detection and Tracking for Recognition of Air-Writing in Videos Sohom Mukherjee Sk. Arif Ahmed D. P. Dogra S. Kar P. Roy 8 84 0 09 Sep 2018
Invariants of multidimensional time series based on their iterated-integral signature J. Diehl Jeremy Reizenstein AI4TS 24 27 0 18 Jan 2018
Sketching the order of events Terry Lyons Harald Oberhauser 19 5 0 31 Aug 2017
Detecting early signs of depressive and manic episodes in patients with bipolar disorder using the signature-based model Andrey Kormilitzin K. Saunders Paul J. Harrison J. Geddes Terry Lyons 21 16 0 03 Aug 2017
A signature-based machine learning model for bipolar disorder and borderline personality disorder Imanol Perez Arribas K. Saunders G. Goodwin Terry Lyons 30 97 0 22 Jul 2017
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition Weixin Yang Terry Lyons Hao Ni Cordelia Schmid Lianwen Jin 29 48 0 13 Jul 2017
Online Signature Verification using Recurrent Neural Network and Length-normalized Path Signature Songxuan Lai Lianwen Jin Weixin Yang 16 61 0 19 May 2017
Design of a Very Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using DropWeight and Global Pooling Xuefeng Xiao Yafeng Yang Tasweer Ahmad Lianwen Jin Tianhai Chang 28 21 0 15 May 2017
DropRegion Training of Inception Font Network for High-Performance Chinese Font Recognition Shuangping Huangm Zhuoyao Zhong Lianwen Jin Shuye Zhang Haobin Wang 21 18 0 17 Mar 2017
Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling Songxuan Lai Lianwen Jin Weixin Yang 32 41 0 24 Feb 2017
Stroke Sequence-Dependent Deep Convolutional Neural Network for Online Handwritten Chinese Character Recognition Baotian Hu Xin Liu Xiangping Wu Qingcai Chen 23 29 0 13 Oct 2016
Learning Spatial-Semantic Context with Fully Convolutional Recurrent Network for Online Handwritten Chinese Text Recognition Zecheng Xie Zenghui Sun Lianwen Jin Hao Ni Terry Lyons 35 122 0 09 Oct 2016
Drawing and Recognizing Chinese Characters with Recurrent Neural Network Xu-Yao Zhang Fei Yin Yanming Zhang Cheng-Lin Liu Yoshua Bengio 47 320 0 21 Jun 2016
Online and Offline Handwritten Chinese Character Recognition: A Comprehensive Study and New Benchmark Xu-Yao Zhang Yoshua Bengio Cheng-Lin Liu 3DV 23 276 0 18 Jun 2016
A Primer on the Signature Method in Machine Learning I. Chevyrev Andrey Kormilitzin 25 214 0 11 Mar 2016
Kernels for sequentially ordered data Franz J. Király Harald Oberhauser 24 132 0 29 Jan 2016
DeepWriterID: An End-to-end Online Text-independent Writer Identification System Weixin Yang Lianwen Jin Manfei Liu HAI 15 113 0 20 Aug 2015
Improved Deep Convolutional Neural Network For Online Handwritten Chinese Character Recognition using Domain-Specific Knowledge Weixin Yang Lianwen Jin Zecheng Xie Ziyong Feng 26 89 0 28 May 2015
Recognition Confidence Analysis of Handwritten Chinese Character with CNN Meijun He Shuye Zhang Huiyun Mao Lianwen Jin 25 28 0 25 May 2015
DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition Weixin Yang Lianwen Jin Dacheng Tao Zecheng Xie Ziyong Feng 22 129 0 20 May 2015
Character-level Chinese Writer Identification using Path Signature Feature, DropStroke and Deep CNN Weixin Yang Lianwen Jin Manfei Liu 21 11 0 19 May 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,636 0 03 Jul 2012