List of Accepted Papers

Paper # Authors Title
2 Rohit Saluja, Ayush Maheshwari, Ganesh Ramakrishnan, Parag Chaudhuri and Mark Carman OCR On-the-Go: Robust End-to-end Systems for Reading License Plates and Street Signs
3 Rohit Saluja, Mayur Punjabi, Mark Carman, Ganesh Ramakrishnan and Parag Chaudhuri Sub-word Embeddings for OCR Corrections in highly Fusional Indic Languages
4 Feng Lin, Chuang Li, Zhiyong Wang, Gang Yu, Liou Yuan and Haiqiang Wang DeepHSV: User-independent Offline Signature Verification Using Two-Channel CNN
5 Chris Tensmeyer, Mike Brodie, Daniel Saunders and Tony Martinez Generating Realistic Binarization Data with Generative Adversarial Networks
6 Christopher Tensmeyer, Vlad Morariu, Brian Price, Scott Cohen and Tony Martinez Deep Splitting and Merging for Table Structure Decomposition
8 Junyang Cai, Liangrui Peng, Yejun Tang, Changsong Liu and Pengchao Li TH-GAN: Generative Adversarial Network based Transfer Learning for Historical Chinese Character Recognition
9 Victor Storchan and Jocelyn Beauchesne Data Augmentation via Adversarial Networks for Optical Character Recognition
11 Xiaoshuo Li, Tiezhu Yue, Xuanping Huang, Zhe Yang and Gang Xu BAGS: An automatic homework grading system using the pictures taken by smart phones
14 Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin and Michael Blumenstein Detecting Named Entities in Unstructured Bengali Manuscript Images
16 Guangwei Zhang and Yinliang Zhao Target-Directed MixUp for Labeling Tangut Characters
18 Qingqing Wang, Yue Lu, Xiangjian He, Wenjing Jia, Michael Blumenstein and Ye Huang DeepText: Detecting Text from the Wild with Multi-ASPP-Assembled DeepLab
21 Sivan Keret, Lior Wolf and Nachum Dershowitz Transductive Learning for Reading Handwritten Tibetan Manuscripts
23 Majeed Kassis and Jihad El-Sana Learning Free Manuscripts Line Detection using Distance Transform Graph
24 Nishatul Majid and Elisa H. Barney Smith Segmentation-Free Bangla Offline Handwriting Recognition using Sequential Detection of Characters and Diacritics with a Faster R-CNN
25 Ramzi Zouari, Houcine Boubaker and Monji Kherallah Toward online handwriting recognition system based on Reinforcement learning theory
27 Abhishek Prusty, Sowmya Aitha, Abhishek Trivedi and Ravi Kiran Sarvadevabhatla Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts
28 Zhichao Fu, Yu Kong, Yingbin Zheng, Hao Ye, Wenxin Hu, Jing Yang and Liang He Cascaded Detail-Preserving Networks for Super-Resolution of Document Images
31 Rajiv Jain and Curtis Wigington Multimodal Document Image Classification
33 Tarin Clanuwat, Alex Lamb and Asanobu Kitamoto KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning
34 Fan Daoerji, Guanglai Gao and Wu Huijuan Sub-word based Mongolian Offline Handwriting Recognition
35 He Guo, Xiameng Qin, Jiaming Liu, Junyu Han, Jingtuo Liu and Errui Ding EATEN: Entity-aware Attention for Single Shot Visual Text Extraction
36 Mohammed Al-Rawi, Ernest Valveny and Dimosthenis Karatzas Can One Deep Learning Model Learn Script-Independent Multilingual Word-Spotting?
39 Romain Karpinski and Abdel Belaid Semi-Synthetic Data Augmentation of Scanned Historical Documents
40 Yunlong Huang, Canjie Luo, Lianwen Jin, Qingxiang Lin and Weiying Zhou Attention after Attention: Reading Text in the Wild with Cross Attention
44 Andrew Naoum, Joel Nothman and James Curran Article Segmentation in Digitised Newspapers with a 2D Markov Model
47 Zhuoyao Zhong, Lei Sun and Qiang Huo A Teacher-Student Learning based Born-Again Training Approach to Improving Scene Text Detection Accuracy
48 Animesh Prasad, Hervé Déjean and Jean-Luc Meunier Versatile Layout Understanding via Conjugate Graph
50 Martin Schall, Marc-Peter Schambach and Matthias Franz Dissecting Multi-Line Handwriting for Multi-Dimensional Connectionist Classification
52 Marcin Namysl and Iuliu Konya DeepER: A modern OCR Engine Based on Deep Learning
55 Curtis Wigington and Christopher Tensmeyer Training Full-Page Handwritten Text Recognition Models without Annotated Line Breaks
57 Osman Tursun, Rui Zeng, Simon Denman, Sabesan Sivapalan, Sridha Sridharan and Clinton Fookes MTRNet: A Generic Scene Text Eraser
58 Ryohei Tanaka, Soichiro Ono and Akio Furuhata Fast Distributional Smoothing for Regularization in CTC Applied to Text Recognition
59 Yi-Kang Zhang, Heng Zhang, Yong-Ge Liu and Cheng-Lin Liu Oracle Character Recognition by Nearest Neighbor Classification with Deep Metric Learning
60 Xu Zhong and Antonio Jimeno Yepes PubLayNet: largest dataset ever for document layout analysis
61 Yao Xiao, Dan Meng, Cewu Lu and Chi-Keung Tang Template-Instance Loss for Offline Handwritten Chinese Character Recognition
62 Asghar Ali and Mark Pickering Urdu-Text: A Dataset and Benchmark for Urdu Text Detection and Recognition in Natural Scenes
63 Rasmus Berg Palm, Florian Laws and Ole Winther Attend, Copy, Parse – End-to-end information extraction from documents
64 Omer Arshad, Ignazio Gallo, Shah Nawaz and Alessandro Calefati Aiding Intra-Text Representations withVisual Context for MultimodalNamed Entity Recognition
65 Monica Haurilet, Alina Roitberg, Manuel Martinez and Rainer Stiefelhagen WiSe – Slide Segmentation in the Wild
69 Nicholas Howe and Ji Won Chung Symmetric Inkball Alignment with Loopy Belief Propagation
71 Gideon Maillette de Buy Wenniger, Lambert Schomaker and Andy Way No Padding Please: Efficient Neural Handwriting Recognition
74 Shubham Paliwal, Vishwanath D, Rohit Rahul, Monika Sharma and Lovekesh Vig TableNet: Deep Learning based end-to-end model for Table detection and Tabular data extraction from Scanned Document Images
75 Maja Karasalo and Johan Schubert Developing Horizon Scanning Methods for the Discovery of Scientific Trends
77 Muhammad Jaleed Khan, Khurram Khurshid and Faisal Shafait A Spatio-Spectral Hybrid Convolutional Architecture for Hyperspectral Document Authentication
78 Zhaohui Jiang, Zheng Huang, Jie Guo, Weidong Qiu and Yunrui Lian Integrating Coordinates with Context for Information Extraction in Document Images
80 Olfa Mechi, Maroua Mehri and Najoua Essoukri Ben Amara Text Line Segmentation in Historical Document Images Using an adaptive U-Net Architecture
82 Chen Du, Yanna Wang, Chunheng Wang, Cunzhao Shi, Baihua Xiao, Zipeng Feng and Jiyuan Zhang TextEdge: Multi-oriented Scene Text Detection via Region Segmentation and Edge Classification
89 Xujun Peng, Chao Wang and Huaigu Cao Document Binarization via Multi-Resolutional Attention Model with DRD Loss
90 Zelun Wang, Donald Beyette, Jason Lin and Jyh-Charn Liu Extraction of Math Expressions from PDF Documents based on Unsupervised Modeling of Fonts
91 Zelun Wang, Xing Wang and Jyh-Charn Liu A Pairwise Model to Reduce Split Detections on Embedded Math Expressions in Scientific Publications
92 Quang Anh Bui, Salvatore Tabbone and David Mollard Automatic synthetic document image generation using generative adversarial networks: application in mobile-captured document analysis
94 Ryo Nakao, Brian Kenji Iwana and Seiichi Uchida Selective Super-Resolution for Scene Text Images
95 Taichi Sumi, Brian Kenji Iwana, Hideaki Hayashi and Seiichi Uchida Modality Conversion of Handwritten Patterns by Cross Variational Autoencoders
96 Joonho Lee, Hideaki Hayashi, Wataru Ohyama and Seiichi Uchida Page Segmentation using a Convolutional Neural Network with Trainable  Co-occurrence Features
97 Yaoxiong Huang, Zecheng Xie, Lianwen Jin, Yuanzhi Zhu and Shuaitao Zhang Adversarial Feature Enhancing Network for End-to-End Handwritten Paragraph Recognition
98 Songxuan Lai and Lianwen Jin Offline Writer Identification Based on the Path Signature Approach
99 Hongyun Yu, Chengquan Zhang, Xuan Li, Junyu Han, Errui Ding and Liang Wang An End-to-end Video Text Detector with Online Tracking
101 Xiaomeng Wu, Akisato Kimura, Brian Kenji Iwana, Seiichi Uchida and Kunio Kashino Deep Dynamic Time Warping: End-to-End Local Representation Learning for Online Signature Verification
105 V. Basavaraja, Shivakumara Palaiahnakote, D. S. Guru, Umapada Pal, Tong Lu and Michael Blumenstein Age Estimation using Disconnectedness Features in Handwriting
108 Himanshu Bhatt, Shourya Roy, Lokesh Bhatnagar, Chetan Lohani and Vinit Jain Digital Auditor: A Framework for Matching Duplicate Invoices
109 Hao Song, Hongzhen Wang, Shan Huang and Pei Xu Text Siamese Network for Video Textual Keyframe Detection
110 Xusen Yin, Nada Aldarrab, Beáta Megyesi and Kevin Knight Decipherment of Historical Manuscript Images
111 Kohei Baba, Seiichi Uchida and Brian Kenji Iwana On the Ability of a CNN to Realize Image-to-Image Language Conversion
112 Laiphangbam Melinda and Chakravarthy Bhagvati Parameter free table detection method
114 Jean-Luc Meunier and Hervé Déjean Table Rows Segmentation
115 Vincent Poulain D’Andecy, Aurélie Joseph, Joaquin Cuenca and Jean-Marc Ogier Discourse descriptor for document incremental classification, Comparison with Deep Learning
117 Kwon-Young Choi, Bertrand Coüasnon, Yann Ricquebourg and Richard Zanibbi CNN-Based Accidental Detection in Dense Printed Piano Scores
118 Eloi Alonso, Bastien Moysset and Ronaldo Messina Adversarial Generation of Handwritten Text Images Conditioned on Sequences
119 Ciprian Tomoiaga, Paul Feng, Patrick Jayet and Mathieu Salzmann Field typing for improved recognition on heterogeneous handwritten forms
120 Keegan Hines and Reza Sarshogh A Multi-Task Network for Localization and Recognition of Text in Images
122 Thibault Lupinski, Abdel Belaid and Afef Kacem-Echi On the Use of Attention Mechanism in a Seq2Seq based Approach for Offline Handwritten Digit String Recognition
127 Xi Liu, Rui Zhang, Yongsheng Zhou and Dong Wang Scene Text Detection with Feature Pyramid Network and Linking Segments
128 Xiao-Hui Li, Fei Yin, Tao Xue, Long Liu, Jean-Marc Ogier and Cheng-Lin Liu Instance Aware Document Image Segmentation using Label Pyramid Networks and Deep Watershed Transformation
132 Miaotong Jiang Detecting Text in News Images with Similarity Embedded Proposals
133 Chuang Li, Xing Zhang, Feng Lin, Zhiyong Wang, Jun’E Liu, Rui Zhang and Haiqiang Wang A Stroke-based RNN for Writer-Independent Online Signature Verification
134 Fabian Hollaus, Simon Brenner and Robert Sablatnig CNN based Binarization of MultiSpectral Documents
136 Ruochen Wang, Xiaojie Xia, Chunyan Zhang, Xiaoyi Yu, Jun Sun and Naoi Satoshi Text line adjustment based on neural network
139 Hongyu Li, Fan Zhu and Junhua Qiu Towards Document Image Quality Assessment: A Text Line Based Framework and A Synthetic Text Line Image Dataset
140 Xugong Qin, Yu Zhou, Dongbao Yang and Weiping Wang Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning
142 Jiří Martínek, Ladislav Lenc, Pavel Král, Anguelos Nicolaou and Vincent Christlein Hybrid Training Data for Historical Text OCR
143 Zhe Li and Jian Cheng Training Binary-Valued Gates LSTM
145 Xiaoxue Liu, Ting Zhang and Xinguo Yu An End-to-end Trainable System for Offline Handwritten Chemical Formulae Recognition
146 Pau Riba, Anjan Dutta, Lutz Goldmann, Alicia Fornés, Oriol Ramos and Josep Llados Table Detection in Invoice Documents by Graph Neural Networks
147 Changxu Cheng, Qiuhui Huang, Xiang Bai, Bin Feng and Wenyu Liu Patch Aggregator for Scene Text Script Identification
148 Fabian Wolf, Philipp Oberdiek and Gernot Fink Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets
149 Xiang Ao, Xu-Yao Zhang, Hong-Ming Yang, Fei Yin and Cheng-Lin Liu Cross-modal Prototype Learning for Zero-shot Handwriting Recognition
151 Qingquan Xu, Xiang Bai and Wenyu Liu Multiple Comparative Attention Networks for Offline Handwritten Chinese Character Recognition
152 Pei Xu, Shan Huang, Hongzhen Wang and Hao Song A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection
155 Zelin Hong, Ning You, Jun Tan and Ning Bi Residual BiRNN based Seq2Seq Model with Transition Probability Matrix for Online Handwritten Mathematical Expression Recognition
157 Kha Cong Nguyen and Masaki Nakagawa A Character Attention Generative Adversarial Network for Degraded Historical Document Restoration
158 Seokjun Kang, Seiichi Uchida and Brian Kenji Iwana Cascading Modular U-Nets for Document Image Binarization
161 Jun-Yu Ye, Yan-Ming Zhang, Qing Yang and Cheng-Lin Liu Contextual Stroke Classification in Online Handwritten Documents with Graph Attention Networks
163 Shuangping Huang, Haobin Wang, Yongge Liu, Xiaosong Shi and Lianwen Jin OBC306: A Large-Scale Oracle Bone Character Recognition Dataset
165 Hao Kong, Dongqi Tang, Xi Meng and Tong Lu GARN: A Novel Generative Adversarial Recognition Network for End-to-End Scene Character Recognition
167 Shanyu Xiao, Liangrui Peng, Ruijie Yan and Shengjin Wang Deep Network with Pixel-level Rectification and Robust Training for Handwriting Recognition
168 Yao Xiao, Yirui Wu, Shivakumara Palaiahnakote, Minglong Xue and Tong Lu A Text-context-aware CNN Network for Multi-oriented and Multi-language Scene Text Detection
177 Jian Wei, Kai Chen, Jianhua He, Zheng Huang, Yunrui Lian and Yi Zhou A New Approach for Integrated Recognition and Correction of Texts from Images
179 Najoua Rahal, Maroua Tounsi and Adel Alimi Handwritten words and digits recognition using Deep Learning based Bag of Features Framework
182 Chixiang Ma, Zhuoyao Zhong, Lei Sun and Qiang Huo A Relation Network Based Approach to Curved Text Detection
186 Yuchen Zheng, Wataru Ohyama, Brian Kenji Iwana and Seiichi Uchida Capturing Micro Deformations from Pooling Layers for Offline Signature Verification
188 Xiaojie Xia, Xiaoyi Yu, Wei Liu, Chunyan Zhang, Jun Sun and Satoshi Naoi An efficient off-line handwritten Japanese address recognition system
189 Linda Studer, Michele Alberti, Vinaychandran Pondenkandath, Pinar Goktepe, Thomas Kolonko, Andreas Fischer, Marcus Liwicki and Rolf Ingold A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis
190 Hussein Mohammed, Isabelle Marthot-Santaniello and Volker Märgner A Dataset of Greek Handwriting Written on Papyrus for the Task of Writer Identification
195 Berat Kurar Barakat, Irina Rabaev and Jihad El-Sana The Pinkas Dataset
197 Reem Alaasam, Berat Kurar and Jihad El-Sana Layout Analysis on Challenging Historical Arabic Manuscripts using Siamese Network
198 Vivek Venugopal and Suresh Sundaram Online writer identification using GMM based feature representation and writer-specific weights
200 Wenyuan Xue, Qingyong Li and Dacheng Tao ReS2TIM: Reconstruct Syntactic Structures from Table Images
202 Emanuela Boros, Alexis Toumi, Erwan Rouchet, Bastien Abadie, Dominique Stutzmann and Christopher Kermorvant Automatic page classification in a large collection of manuscripts based on the International Image Interoperability Framework
205 Michael Stauffer, Paul Maergner, Andreas Fischer and Kaspar Riesen Offline Signature Verification using Structural Dynamic Time Warping
206 Yibo Li, Liangcai Gao, Yilun Huang, Zhi Tang and Qinqin Yan A GAN-based Feature Generator for Table Detection
210 Liu Yang, Yonghong Song and Yuanlin Zhang Enhanced EAST: Improving Network’s Feature Extraction Ability and Text Complete Shape Perception
211 Jiyuan Zhang, Chen Du and Chunheng Wang A Text Localization Method Based on Weak Supervision
212 Fenfen Sheng, Zhineng Chen and Bo Xu NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition
214 Vinh Loc Cu, Jean-Christophe Burie, Jean-Marc Ogier and Cheng-Lin Liu A Robust Data Hiding Scheme using Generated Content for Securing Genuine Documents
216 Vinh Loc Cu, Jean-Christophe Burie, Jean-Marc Ogier and Cheng-Lin Liu Hiding Security Feature into Text Content for Securing Documents using Generated Font
218 Bastien Moysset and Ronaldo Messina Manifold Mixup improves text recognition with CTC loss
220 Raul Gomez, Ali Biten, Dimosthenis Karatzas, Lluis Gomez, Jaume Gibert and Marçal Rusiñol Selective Text Style Transfer
222 Yilun Huang, Qinqin Yan, Yibo Li, Liangcai Gao and Zhi Tang A YOLO-based Table Detection Method
223 Le Zhou, Qiu-Feng Wang, Kaizhu Huang and Cheng-Hung Lo An Interactive and Generative Approach for Chinese Shanshui Painting Document
225 Toshiki Nakamura, Anna Zhu and Seiichi Uchida Scene Text Magnifier
227 Subhasis Mandal, S. R. Mahadeva Prasanna and Suresh Sundaram Exploration of CNN Features for Online Handwriting Recognition
233 Andrey Zharkov and Ivan Zagaynov Universal Barcode Detector via Semantic Segmentation
234 Alexander Sheshkus, Anastasia Ingacheva, Vladimir Arlazarov and Dmitry Nikolaev HoughNet: neural network architecture for vanishing points detection
236 Najah-Imane Bentabet, Rémi Juge and Sira Ferradans Table-Of-Contents generation on contemporary documents
237 Natalya Skoryukina, Vladimir Arlazarov and Dmitry Nikolaev Fast method of ID documents location and type identification for mobile and server application
239 Camille Guerry, Aurélie Lemaitre and Bertrand Coüasnon Combination of deep-learning and syntactical approaches for the interpretation of interactions between text-lines and tabular structures in handwritten documents
244 Ayumu Nagai On the Improvement of Recognizing Single-line Strings of Japanese Historical Cursive
246 David Etter, Stephen Rawls, Cameron Carpenter and Gregory Sell A Synthetic Recipe for OCR
247 Himakshi Choudhury and S. R. Mahadeva Prasanna Synthesis of handwriting dynamics using the sinusoidal model
248 Gregory Sell, David Etter, Daniel Garcia-Romero and Alan McCree Script Identification using Across- and Within-Image Distribution Estimation
249 Thi Tuyet Hai Nguyen, Adam Jatowt, Mickaël Coustaty, Nhu Van Nguyen and Antoine Doucet Post-OCR Error Detection by Generating Plausible Candidates
251 Jorge Calvo-Zaragoza, Alejandro Toselli and Enrique Vidal Music Symbol Sequence Indexing in Medieval Plainchant Manuscripts
252 Sai Chandra Kosaraju, Mohammed Masum, Nelson Zange Tsaku, Pritesh Patel, Tanju Bayramoglu, Girish Modgil and Mingon Kang DoT-Net: Document Layout Classification Using Texture-based CNN
254 Ashish Arora, Chun-Chieh Chang, Babak Rekabdar, Daniel Povey, David Etter, Desh Raj, Hossein Hadian, Jan Trmal, Paola Garcia, Shinji Watanabe, Vimal Manohar, Yiwen Shao and Sanjeev Khudanpur Using ASR methods for OCR
255 Brian Davis, Scott Cohen, Brian Price, Chris Tensmeyer and Bryan Morse Deep Visual Template-Free Form Parsing
256 Reeve Ingle, Yasuhisa Fujii, Thomas Deselaers, Jonathan Baccash and Ashok Popat A Scalable Handwritten Text Recognition System
257 Amirali Darvishzadeh, Thomas Stahovich, Amir Feghahati, Negin Entezari, Shaghayegh Gharghabi, Reed Kanemaru and Christian Shelton CNN-BLSTM-CRF Network for Semantic Labeling of Students’ Online Handwritten Assignments
258 Qian Li, Qiang Wu, Chengzhang Zhu and Jian Zhang Bi-level Masked Multi-scale CNN-RNN Networks for Short Text Representation
259 Yuntian Deng, David Rosenberg and Gideon Mann Challenges in end-to-end neural scientific document OCR
261 Jerod Weinman, Ziwen Chen, Ben Gafford, Nathan Gifford, Abyaya Lamsal and Liam Niehus-Staab Deep Neural Networks for Text Detection and Recognition in Historical Maps
262 Yanke Kang, Hongxi Wei, Hui Zhang and Guanglai Gao Woodblock-printing Mongolian Words Recognition by Bi-LSTM with Attention Mechanism
264 Fuze Cong, Wenping Hu, Qiang Huo and Li Guo A Comparative Study of Attention-based Encoder-Decoder Approaches to Natural Scene Text Recognition
265 Minh Khanh Phan, Tran Minh Khuong Vu, Quang Huy Ung and Masaki Nakagawa Generating Synthetic Handwritten Mathematical Expressions from a LaTeX Sequence or a MathML Script
266 Yan Zheng, Yuchen Zheng, Wataru Ohyama, Daiki Suehiro and Seiichi Uchida RankSVM for Offline Signature Verification
269 Kei Watanabe, Shinji Takahashi, Yuki Kamaya, Masashi Yamada, Yoshito Mekada, Junichi Hasegawa and Shinya Miyazaki Japanese Character Segmentation for Historical Handwritten Official Documents Using Fully Convolutional Networks
272 Momina Moetesum, Imran Siddiqi and Nicole Vincent Deformation Classification of Drawings for Assessment of Visual-Motor Perceptual Maturity
278 Anand Mishra, Ajeet Kumar Singh, Shashank Shekhar and Anirban Chakraborty OCR-VQA : Visual Question Answering by Reading Text in Images
279 Usman Naseem and Katarzyna Musial DICE : Deep Intelligent Contextual Embedding for Twitter Sentiment Analysis
280 Jiri Kralicek, Jiri Matas and Michal Busta Care Label Recognition
283 Anmol Hamid, Maryam Bibi, Momina Moetesum and Imran Siddiqi Deep Learning based Approach for Historical Manuscript Dating
284 Younes Akbari, Alceu S. Britto Jr., Somaya Al-Maadeed and ‎luiz S. Oliveira Binarization of Degraded Document Images using Convolutional Neural Networks based on predicted Two-Channel Images
285 Yuto Shinahara, Takuro Karamatsu, Daisuke Harada, Kota Yamaguchi and Seiichi Uchida Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements
287 Curtis Wigington, Brian Price and Scott Cohen Multi-label Connectionist Temporal Classification
288 Takuro Karamatsu, Daiki Suehiro and Seiichi Uchida Logo Design Analysis by Ranking
291 Mahshad Mahdavi, Michael Condon, Kenny Davila Castellanos and Richard Zanibbi LPGA: Line-Of-Sight Parsing with Graph-based Attention for Math Formula Recognition
299 Prateek Keserwani, Kanjar De, Partha Pratim Roy and Umapada Pal Zero Shot Learning Based Script Identification in the wild
305 Yue Xu, Fei Yin, Da-Han Wang, Xu-Yao Zhang, Zhaoxiang Zhang and Cheng-Lin Liu AHCDB: A Large-scale Chinese Ancient Handwritten Characters Database
306 Ruben Tolosana, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales and Javier Ortega-Garcia Do You Need More Data? The DeepSignDB On-Line Handwritten Signature Biometric Database
309 Sauradip Nag, R. Raghavendra, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu and Mohan Kankanhalli A Deep Jersey-Bib Number/Text Recognition in Sports and Marathon Images
311 Yasmine Serdouk, Véronique Eglin and Stéphane Bres KeyWord Spotting using Siamese Triplet Deep Neural Networks
312 Yosuke Onitsuka, Wataru Ohyama and Seiichi Uchida Learning Convolutional Autoencoders with a Metric Constraint
316 Florian Westphal, Niklas Lavesson and Håkan Grahn Learning Character Recognition with Privileged Information
320 Shashank Mujumdar, Nitin Gupta, Abhinav Jain and Douglas Burdick Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents
321 Yann Soullard, Wassim Swaileh, Clément Chatelain, Pierrick Tranouez and Thierry Paquet Improving text recognition using optical and language model writer adaptation
323 Jiaming Wang, Jun Du, Jianshu Zhang and Zi-Rui Wang Multi-modal Attention Network for Handwritten Mathematical Expression Recognition
328 Jean-Yves Ramel and Nicole Vincent Semantic and interaction: when Document Image Analysis meets Computer Vision and Machine Learning
329 Deepayan Das, Jerin Philip, Minesh Mathew and C V Jawahar A Cost Efficient Approach to Correct OCR Errors in Large Document Collections
332 Nam Tuan Ly, Cuong Tuan Nguyen and Masaki Nakagawa An attention-based end-to-end model for multiple text lines recognition in Japanese Historical Documents
334 Xiangdong Su, Huali Xu, Ying Kang, Xiang Hao, Guanglai Gao and Yue Zhang Improving Text Image Resolution using a Deep Generative Adversarial Network for Optical Character Recognition
337 Vijay Rowtula, Subbareddy Oota and C V Jawahar Towards Automated Evaluation of Handwritten Assessments
339 Michele Alberti, Lars Vögtlin, Vinay Pondenkandath, Mathias Seuret, Rolf Ingold and Marcus Liwicki Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval Manuscripts
340 Hong-Seok Lee, Youngmin Yoon, Pil Hoon Jang and Chankyu Choi PopEval: A Character Level Approach to End-To-End Evaluation Compatible with Word Level Benchmark Dataset
344 Yahia Hamdi, Houcine Boubaker, Thameur Dhieb, Abdelkarim Elbaati and Adel M Alimi Hybrid DBLSTM-SVM based Beta-elliptic-CNN Models for Online Arabic Characters Recognition
348 Linhui Chen, Liangrui Peng, Gang Yao, Changsong Liu and Xudong Zhang A Modified Inception-ResNet Network with Discriminant Weighting Loss for Handwritten Chinese Character Recognition
351 Arnaud Lods, Eric Anquetil and Sébastien Macé Fuzzy Visibility Graph for Structural Analysis of Online Handwritten Mathematical Expressions
353 Adolfo Santoro and Angelo Marcelli “A novel procedure to speed up the transcription of historical handwritten documents by interleaving keyword spotting and user validation”
355 Besma Rabhi, Abdelkarim Elbaati, Yahia Hamdi and Adel M. Alimi Handwriting Recognition Based On Temporal Order Restored By The End-To-End System
357 David Dubray and Jochen Laubrock Deep CNN-based Speech Balloon Detection and Segmentation for Comic Books
359 Alireza Alaei A New Document Image Quality Assessment Method Based on Hast Derivations
360 Martin Jenckel, Syed Saqib Bukhari and Andreas Dengel Analysis of Unsupervised Training Approaches for LSTM-based OCR
366 Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad and Faisal Shafait Table Structure Extraction with row-column classifications using RNNs
367 Ranajit Saha, Ajoy Mondal and C. V. Jawahar Graphical Object Detection in Document Images
370 Gundram Leifert, Roger Labahn, Tobias Grüning and Svenja Leifert End-To-End Measure for Text Recognition
371 Birhanu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay and Didier Stricker Amharic Text Image Recognition: Database, Algorithm and Analysis
372 Elvis Koci, Maik Thiele, Oscar Romero and Wolfgang Lehner A Genetic-based Search for Adaptive Table Recognition in Spreadsheets
373 Elvis Koci, Josephine Rehak, Maik Thiele, Oscar Romero and Wolfgang Lehner DECO: A Dataset of Annotated Spreadsheets for Layout and Table Recognition
375 Dezhi Peng, Lianwen Jin, Yaqiang Wu, Zhepeng Wang and Mingxiang Cai A Fast and Accurate Fully Convolutional Network for End-to-end Handwritten Chinese Text Segmentation and Recognition
378 Johannes Michael, Roger Labahn, Tobias Grüning and Jochen Zöllner Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition
380 Ekta Vats, Anders Hast and Alicia Fornés Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion
382 Ajoy Mondal and C. V. Jawahar Textual Description for Mathematical Equations
384 Clément Sage, Alexandre Aussem, Haytham Elghazel, Véronique Eglin and Jérémy Espinas Recurrent Neural Network Approach for Table Field Extraction in Business Documents
388 Ningning Sun, Yuanping Zhu and Xiaoming Hu Faster R-CNN Based Table Detection Combining Corner Locating
390 Donato Impedovo, Giuseppe Pirlo, Moises Diaz and Miguel Ferrer Weighted Direct Matching Points for User Local Stability Model in Multiple Domains: A Pro-posal for On-line Signature Verification
392 Ruben Vera-Rodriguez, Ruben Tolosana, Miguel Caruana, Gustavo Manzano, Carlos Gonzalez-Garcia, Julian Fierrez and Javier Ortega-Garcia DeepSignCX: Signature Complexity Detection using Recurrent Neural Networks
393 Albert Berenguel Centeno, Oriol Ramos Terrades, Josep Lladós i Canet and Cristina Cañero Morales Recurrent Comparator with attention models to detect counterfeit documents
394 Tomáš Jeníček and Ondřej Chum Linking Art through Human Poses
403 Rapeeporn Chamchong, Wei Gao and Mark D. McDonnell Thai Handwritten Recognition on Text Block-based from Thai Archive Manuscripts
405 Julien Maitre, Michel Ménard, Guillaume Chiron, Alain Bouju and Nicolas Sidère A meaningful information extraction system for interactive analysis of documents
407 Martin Kišš, Michal Hradiš and Oldřich Kodym Brno Mobile OCR Dataset
410 Jinrong Li, Zijian Zhou, Zhizhong Su, Shuangping Huang and Lianwen Jin A New Parallel Detection-Recognition Approach for End-to-End Scene Text Extraction
411 Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari and Andreas Dengel Unsupervised OCR Model Evaluation Using GAN
414 Manoj Sharma, Anupama Ray, Avinash Upadhyay, Megh Makwana, Ajay Pratap Singh, Akkshita Trivedi, Santanu Chaudhury and Anil Saini An End-to-End trainable framework for joint optimization of document enhancement & recognition.
415 Shah Rukh Qasim, Hassan Mahmood and Faisal Shafait Rethinking Table Parsing using Graph Neural Networks
416 Tan Lu and Ann Dooms A Deep Transfer Learning Approach to Document Image Quality Assessment
417 Tonghua Su Handwritten Chinese Character Database for Large-Category Classification
418 Hubert Mara and Bartosz Bogacz Breaking the Code on Broken Tablets — The Learning Challenge for Annotated Cuneiform Script in Normalized 2D and 3D Datasets
420 Tanmoy Mondal, Mickaël Coustaty, Petra Gomez-Krämer and Jean-Marc Ogier Learning Free Document Image Binarization Based on Fast Fuzzy C-Means Clustering
426 Alejandro Toselli, Verónica Romero Gómez, Joan Andreu Sanchez and Enrique Vidal Making Two Vast Historical Manuscript Collections Searchable and Extracting Meaningful Textual Features Through Large-Scale Probabilistic Indexing
434 Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Sheraz Ahmed, Andreas Dengel and Muhammad Imran Malik A Robust Hybrid Approach for Textual Document Classification
436 Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel and Sheraz Ahmed Rethinking Semantic Segmentation for Table Structure Recognition in Documents
437 Fei Xu, Kenny Davila, Srirangaraj Setlur and Venu Govindaraju Content Extraction from Lecture Video via Speaker Action Classification based on Pose Information
439 Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel and Sheraz Ahmed DeepTabStR: Deep Learning based Table Structure Recognition
440 Muhammad Nabeel Asim, Khizar Razzaque, Sheraz Ahmed, Muhammad Usman Ghani Khan, Andreas Dengel and Muhammad Imran Malik Two Stream Deep Network for Document Image Classification
442 Paloma G. S. Silva, Celso A. M. L. Junior, Estanislau Lima, Byron Bezerra and Cleber Zanchettin Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network
443 Diede Rusticus, Lutz Goldmann and Mauricio Villegas Santamaria Document Domain Adaptation with Generative Adversarial Networks
448 Ranjan Mondal, Deepayan Chakraborty and Bhabatosh Chanda Morphological Network for Document Image processing
450 Zaryab Iftikhar, Syed Saqib Bukhari and Andreas Dengel Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images
453 David Morris, Peichen Tang and Ralph Ewerth A Neural Approach for Text Extraction from Scholarly Figures
455 Erika Griechisch, Jean Renard Ward and Gergely Hanczár Anomalies in measuring speed and other dynamic properties with touchscreens and tablets as a result of non-uniformity of sampling or “Mr. Policeman, are you sure my car was going that fast?”
460 Vincent Christlein, Lukas Spranger, Anguelos Nicolaou, Mathias Seuret and Andreas Maier Deep Generalized Max Pooling
461 Sean Yang, Lia Kazakova, Poshen Lee, Abhishek Joshi, Bum Mook Oh, Jevin D. West and Bill Howe Identifying the Central Figure of a Scientific Paper
472 Rafael Lins, Rodrigo B. Bernardino and Darlisson Marinho Jesus A Quality and Time Assessment of Binarization Algorithms for Scanned Documents
494 Jiaxin Cheng, Achin Gupta, Yue Wu and Premkumar Natarajan A Study of Script Language Effects In Deep Neural Network Based Scene Text Detection
495 Miao Zhao, Rui-Qi Wang, Fei Yin, Xu-Yao Zhang, Lin-Lin Huang and Jean-Marc Ogier Fast Text/non-text Image Classification with Knowledge Distillation
496 Shreya Goyal, Vishesh Mistry, Chiranjoy Chattopadhyay and Gaurav Bhatnagar BRIDGE: Building plan Repository for Image Description Generation, and Evaluation
497 Yuhuan Xiu, Qingqing Wang, Hongjian Zhan, Yue Lu and Man Lan A Handwritten Chinese Text Recognizer Applying Multi-level Multimodal Fusion Network
502 Chandra Sekhar, Rama Krishna Sai Gorthi and Viswanath Pulabaigari Online Signature Verification by Few-shot Separable Convolution Based Deep Learning
506 Chandra Sekhar, Prerana Mukherjee, Devanur S Guru and Viswanath Pulabaigari OSVNet: Convolutional Siamese Network for Writer Independent Online Signature Verification
510 Abderrahmane Rahiche, Athmane Bakhta and Mohamed Cheriet Blind Source Separation based Framework for Multispectral Document Image Binarization