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ORCID15th ICDAR 2019: Sydney, NSW, Australia
- 2019 International Conference on Document Analysis and Recognition, ICDAR 2019, Sydney, Australia, September 20-25, 2019. IEEE 2019, ISBN 978-1-7281-3014-9
Oral Session 1: Handwritten Text Recognition
- Chris Tensmeyer, Curtis Wigington:
Training Full-Page Handwritten Text Recognition Models without Annotated Line Breaks. 1-8 - Shanyu Xiao, Liangrui Peng, Ruijie Yan, Shengjin Wang:
Deep Network with Pixel-Level Rectification and Robust Training for Handwriting Recognition. 9-16 - R. Reeve Ingle, Yasuhisa Fujii, Thomas Deselaers, Jonathan Baccash, Ashok C. Popat:
A Scalable Handwritten Text Recognition System. 17-24 - Dezhi Peng, Lianwen Jin, Yaqiang Wu, Zhepeng Wang, Mingxiang Cai:
A Fast and Accurate Fully Convolutional Network for End-to-End Handwritten Chinese Text Segmentation and Recognition. 25-30 - Martin Schall, Marc-Peter Schambach, Matthias O. Franz:
Dissecting Multi-line Handwriting for Multi-dimensional Connectionist Classification. 31-38
Oral Session 2: Document Image Processing
- Osman Tursun
, Rui Zeng, Simon Denman, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes:
MTRNet: A Generic Scene Text Eraser. 39-44 - Xujun Peng, Chao Wang, Huaigu Cao:
Document Binarization via Multi-resolutional Attention Model with DRD Loss. 45-50 - Ranajit Saha, Ajoy Mondal, C. V. Jawahar:
Graphical Object Detection in Document Images. 51-58 - Anupama Ray, Manoj Sharma, Avinash Upadhyay, Megh Makwana, Santanu Chaudhury, Akkshita Trivedi, Ajay Pratap Singh, Anil K. Saini:
An End-to-End Trainable Framework for Joint Optimization of Document Enhancement and Recognition. 59-64 - Ranjan Mondal, Deepayan Chakraborty, Bhabatosh Chanda:
Learning 2D Morphological Network for Old Document Image Binarization. 65-70
Oral Session 3: Document Understanding
- Rajiv Jain, Curtis Wigington:
Multimodal Document Image Classification. 71-77 - Xusen Yin, Nada Aldarrab, Beáta Megyesi, Kevin Knight:
Decipherment of Historical Manuscript Images. 78-85 - Yosuke Onitsuka, Wataru Ohyama, Seiichi Uchida:
Training Convolutional Autoencoders with Metric Learning. 86-91 - Julien Maitre, Michel Ménard, Guillaume Chiron, Alain Bouju, Nicolas Sidère:
A Meaningful Information Extraction System for Interactive Analysis of Documents. 92-99 - Najah-Imane Bentabet, Rémi Juge, Sira Ferradans:
Table-of-Contents Generation on Contemporary Documents. 100-107 - Alejandro Héctor Toselli, Verónica Romero-Gomez, Joan-Andreu Sánchez, Enrique Vidal-Ruiz:
Making Two Vast Historical Manuscript Collections Searchable and Extracting Meaningful Textual Features Through Large-Scale Probabilistic Indexing. 108-113
Oral Session 4: Table Analysis
- Chris Tensmeyer, Vlad I. Morariu, Brian L. Price, Scott Cohen, Tony R. Martinez:
Deep Splitting and Merging for Table Structure Decomposition. 114-121 - Pau Riba, Anjan Dutta, Lutz Goldmann, Alicia Fornés, Oriol Ramos Terrades, Josep Lladós:
Table Detection in Invoice Documents by Graph Neural Networks. 122-127 - Shubham Singh Paliwal, Vishwanath D, Rohit Rahul, Monika Sharma, Lovekesh Vig:
TableNet: Deep Learning Model for End-to-end Table Detection and Tabular Data Extraction from Scanned Document Images. 128-133 - Brian L. Davis, Bryan S. Morse, Scott Cohen, Brian L. Price, Chris Tensmeyer:
Deep Visual Template-Free Form Parsing. 134-141 - Shah Rukh Qasim, Hassan Mahmood, Faisal Shafait:
Rethinking Table Recognition using Graph Neural Networks. 142-147 - Hubert Mara, Bartosz Bogacz:
Breaking the Code on Broken Tablets: The Learning Challenge for Annotated Cuneiform Script in Normalized 2D and 3D Datasets. 148-153
Poster Session 1
- Rohit Saluja, Ayush Maheshwari, Ganesh Ramakrishnan, Parag Chaudhuri, Mark J. Carman:
OCR On-the-Go: Robust End-to-End Systems for Reading License Plates & Street Signs. 154-159 - Rohit Saluja, Mayur Punjabi, Mark J. Carman, Ganesh Ramakrishnan, Parag Chaudhuri:
Sub-Word Embeddings for OCR Corrections in Highly Fusional Indic Languages. 160-165 - Chuang Li, Feng Lin, Zhiyong Wang, Gang Yu, Liou Yuan, Haiqiang Wang:
DeepHSV: User-Independent Offline Signature Verification Using Two-Channel CNN. 166-171 - Chris Tensmeyer, Mike Brodie, Daniel Saunders, Tony R. Martinez:
Generating Realistic Binarization Data with Generative Adversarial Networks. 172-177 - Junyang Cai, Liangrui Peng, Yejun Tang, Changsong Liu, Pengchao Li:
TH-GAN: Generative Adversarial Network Based Transfer Learning for Historical Chinese Character Recognition. 178-183 - Victor Storchan:
Data Augmentation via Adversarial Networks for Optical Character Recognition/Conference Submissions. 184-189 - Chandranath Adak, Bidyut B. Chaudhuri, Chin-Teng Lin, Michael Blumenstein:
Detecting Named Entities in Unstructured Bengali Manuscript Images. 196-201 - Guangwei Zhang, Yinliang Zhao:
Target-Directed MixUp for Labeling Tangut Characters. 202-207 - Qingqing Wang, Wenjing Jia, Xiangjian He, Yue Lu, Michael Blumenstein, Ye Huang, Shujing Lyu:
DeepText: Detecting Text from the Wild with Multi-ASPP-Assembled DeepLab. 208-213 - Sivan Keret, Lior Wolf, Nachum Dershowitz, Eric Werner, Orna Almogi, Dorji Wangchuk:
Transductive Learning for Reading Handwritten Tibetan Manuscripts. 214-221 - Majeed Kassis, Jihad El-Sana:
Learning Free Line Detection in Manuscripts using Distance Transform Graph. 222-227 - Nishatul Majid, Elisa H. Barney Smith:
Segmentation-Free Bangla Offline Handwriting Recognition using Sequential Detection of Characters and Diacritics with a Faster R-CNN. 228-233 - Zhichao Fu, Yu Kong, Yingbin Zheng, Hao Ye, Wenxin Hu, Jing Yang, Liang He:
Cascaded Detail-Preserving Networks for Super-Resolution of Document Images. 240-245 - Daoerji Fan, Guanglai Gao, Huijuan Wu:
Sub-Word Based Mongolian Offline Handwriting Recognition. 246-253 - He Guo, Xiameng Qin, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding:
EATEN: Entity-Aware Attention for Single Shot Visual Text Extraction. 254-259 - Mohammed Al-Rawi, Ernest Valveny, Dimosthenis Karatzas:
Can One Deep Learning Model Learn Script-Independent Multilingual Word-Spotting? 260-267 - Romain Karpinski, Abdel Belaïd:
Semi-Synthetic Data Augmentation of Scanned Historical Documents. 268-273 - Yunlong Huang, Canjie Luo, Lianwen Jin, Qingxiang Lin, Weiying Zhou:
Attention After Attention: Reading Text in the Wild with Cross Attention. 274-280 - Zhuoyao Zhong, Lei Sun, Qiang Huo:
A Teacher-Student Learning Based Born-Again Training Approach to Improving Scene Text Detection Accuracy. 281-286 - Animesh Prasad, Hervé Déjean, Jean-Luc Meunier:
Versatile Layout Understanding via Conjugate Graph. 287-294 - Marcin Namysl, Iuliu Konya:
Efficient, Lexicon-Free OCR using Deep Learning. 295-301 - Ryohei Tanaka, Soichiro Ono, Akio Furuhata:
Fast Distributional Smoothing for Regularization in CTC Applied to Text Recognition. 302-308 - Yi-Kang Zhang, Heng Zhang, Yong-Ge Liu, Qing Yang, Cheng-Lin Liu:
Oracle Character Recognition by Nearest Neighbor Classification with Deep Metric Learning. 309-314 - Yao Xiao, Dan Meng, Cewu Lu, Chi-Keung Tang:
Template-Instance Loss for Offline Handwritten Chinese Character Recognition. 315-322 - Asghar Ali, Mark Pickering:
Urdu-Text: A Dataset and Benchmark for Urdu Text Detection and Recognition in Natural Scenes. 323-328 - Rasmus Berg Palm, Florian Laws, Ole Winther:
Attend, Copy, Parse End-to-end Information Extraction from Documents. 329-336 - Omer Arshad, Ignazio Gallo, Shah Nawaz, Alessandro Calefati:
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity Recognition. 337-342 - Monica Haurilet, Alina Roitberg, Manuel Martínez, Rainer Stiefelhagen:
WiSe - Slide Segmentation in the Wild. 343-348 - Nicholas R. Howe, Ji-Won Chung:
Symmetric Inkball Alignment with Loopy Models. 349-354 - Gideon Maillette de Buy Wenniger, Lambert Schomaker, Andy Way:
No Padding Please: Efficient Neural Handwriting Recognition. 355-362 - Zhaohui Jiang, Zheng Huang, Yunrui Lian, Jie Guo, Weidong Qiu:
Integrating Coordinates with Context for Information Extraction in Document Images. 363-368 - Olfa Mechi, Maroua Mehri, Rolf Ingold, Najoua Essoukri Ben Amara:
Text Line Segmentation in Historical Document Images Using an Adaptive U-Net Architecture. 369-374 - Chen Du, Chunheng Wang, Yanna Wang, Zipeng Feng, Jiyuan Zhang:
TextEdge: Multi-oriented Scene Text Detection via Region Segmentation and Edge Classification. 375-380 - Zelun Wang, Donald J. Beyette, Jason Lin, Jyh-Charn Liu:
Extraction of Math Expressions from PDF Documents Based on Unsupervised Modeling of Fonts. 381-386 - Xing Wang, Zelun Wang, Jyh-Charn Liu:
Bigram Label Regularization to Reduce Over-Segmentation on Inline Math Expression Detection. 387-392 - Quang Anh Bui, David Mollard, Salvatore Tabbone:
Automatic Synthetic Document Image Generation using Generative Adversarial Networks: Application in Mobile-Captured Document Analysis. 393-400 - Ryo Nakao, Brian Kenji Iwana, Seiichi Uchida:
Selective Super-Resolution for Scene Text Images. 401-406 - Taichi Sumi, Brian Kenji Iwana, Hideaki Hayashi, Seiichi Uchida:
Modality Conversion of Handwritten Patterns by Cross Variational Autoencoders. 407-412 - Yaoxiong Huang, Zecheng Xie, Lianwen Jin, Yuanzhi Zhu, Shuaitao Zhang:
Adversarial Feature Enhancing Network for End-to-End Handwritten Paragraph Recognition. 413-419 - Kha Cong Nguyen, Cuong Tuan Nguyen, Seiji Hotta, Masaki Nakagawa:
A Character Attention Generative Adversarial Network for Degraded Historical Document Restoration. 420-425 - Vijay Rowtula, Subba Reddy Oota, C. V. Jawahar:
Towards Automated Evaluation of Handwritten Assessments. 426-433 - Himanshu Sharad Bhatt, Shourya Roy, Lokesh Bhatnagar, Chetan Lohani, Vinit Jain:
Digital Auditor: A Framework for Matching Duplicate Invoices. 434-441 - Hao Song, Hongzhen Wang, Shan Huang, Pei Xu, Shen Huang, Qi Ju:
Text Siamese Network for Video Textual Keyframe Detection. 442-447 - Kohei Baba, Seiichi Uchida, Brian Kenji Iwana:
On the Ability of a CNN to Realize Image-to-Image Language Conversion. 448-453 - Laiphangbam Melinda, Chakravarthy Bhagvati:
Parameter-Free Table Detection Method. 454-460 - Hervé Déjean, Jean-Luc Meunier:
Table Rows Segmentation. 461-466 - Vincent Poulain D'Andecy, Aurélie Joseph, Joaquín Cuenca, Jean-Marc Ogier:
Discourse Descriptor for Document Incremental Classification Comparison with Deep Learning. 467-472 - Kwon-Young Choi, Bertrand Coüasnon, Yann Ricquebourg, Richard Zanibbi:
CNN-Based Accidental Detection in Dense Printed Piano Scores. 473-480 - Eloi Alonso, Bastien Moysset, Ronaldo O. Messina:
Adversarial Generation of Handwritten Text Images Conditioned on Sequences. 481-486 - Ciprian Tomoiaga, Paul Feng, Mathieu Salzmann, Patrick Jayet:
Field Typing for Improved Recognition on Heterogeneous Handwritten Forms. 487-493 - Mohammad Reza Sarshogh, Keegan E. Hines:
A Multi-task Network for Localization and Recognition of Text in Images. 494-501 - Thibault Lupinski, Abdel Belaïd, Afef Kacem Echi:
On the Use of Attention Mechanism in a Seq2Seq Based Approach for Off-Line Handwritten Digit String Recognition. 502-507 - Xi Liu, Rui Zhang, Yongsheng Zhou, Dong Wang:
Scene Text Detection with Feature Pyramid Network and Linking Segments. 508-513 - Xiaohui Li, Fei Yin, Tao Xue, Long Liu, Jean-Marc Ogier, Cheng-Lin Liu:
Instance Aware Document Image Segmentation using Label Pyramid Networks and Deep Watershed Transformation. 514-519 - Miaotong Jiang, Jie-Bo Hou, Chun Yang, Xiaobin Zhu, Xu-Cheng Yin:
Detecting Text in News Images with Similarity Embedded Proposals. 520-525 - Chuang Li, Xing Zhang, Feng Lin, Zhiyong Wang, Jun'E Liu, Rui Zhang, Haiqiang Wang:
A Stroke-Based RNN for Writer-Independent Online Signature Verification. 526-532 - Fabian Hollaus, Simon Brenner, Robert Sablatnig:
CNN Based Binarization of MultiSpectral Document Images. 533-538 - Ruochen Wang, Xiaojie Xia, Chunyan Zhang, Xiaoyi Yu, Jun Sun, Satoshi Naoi:
Text Line Adjustment Based on Neural Network. 539-544 - Yahia Hamdi, Houcine Boubaker, Thameur Dhieb, Abdelkarim Elbaati, Adel M. Alimi:
Hybrid DBLSTM-SVM Based Beta-Elliptic-CNN Models for Online Arabic Characters Recognition. 545-550 - Hongyu Li, Fan Zhu, Junhua Qiu:
Towards Document Image Quality Assessment: A Text Line Based Framework and a Synthetic Text Line Image Dataset. 551-558 - Xugong Qin, Yu Zhou, Dongbao Yang, Weiping Wang:
Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning. 559-564 - Jirí Martínek, Ladislav Lenc, Pavel Král, Anguelos Nicolaou, Vincent Christlein:
Hybrid Training Data for Historical Text OCR. 565-570 - Xiaoxue Liu, Ting Zhang, Xinguo Yu:
An End-to-End Trainable System for Offline Handwritten Chemical Formulae Recognition. 577-582 - Fabian Wolf, Philipp Oberdiek, Gernot A. Fink:
Exploring Confidence Measures for Word Spotting in Heterogeneous Datasets. 583-588 - Xiang Ao, Xu-Yao Zhang, Hong-Ming Yang, Fei Yin, Cheng-Lin Liu:
Cross-Modal Prototype Learning for Zero-Shot Handwriting Recognition. 589-594 - Qingquan Xu, Xiang Bai, Wenyu Liu:
Multiple Comparative Attention Network for Offline Handwritten Chinese Character Recognition. 595-600
Oral Session 5: Text Detection and Recognition
- Hongyuan Yu, Chengquan Zhang, Xuan Li, Junyu Han, Errui Ding, Liang Wang:
An End-to-End Video Text Detector with Online Tracking. 601-606 - Tarin Clanuwat, Alex Lamb, Asanobu Kitamoto:
KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning. 607-614 - Jian Wei, Kai Chen, Jianhua He, Zheng Huang, Yunrui Lian, Yi Zhou:
A New Approach for Integrated Recognition and Correction of Texts from Images. 615-620 - Ayumu Nagai:
On the Improvement of Recognizing Single-Line Strings of Japanese Historical Cursive. 621-628 - Nam Tuan Ly, Cuong Tuan Nguyen, Masaki Nakagawa:
An Attention-Based End-to-End Model for Multiple Text Lines Recognition in Japanese Historical Documents. 629-634
Oral Session 6: Mathematical Expression and Text Recognition
- Zelin Hong, Ning You, Jun Tan, Ning Bi:
Residual BiRNN Based Seq2Seq Model with Transition Probability Matrix for Online Handwritten Mathematical Expression Recognition. 635-640 - Arnaud Lods, Éric Anquetil, Sébastien Macé:
Fuzzy Visibility Graph for Structural Analysis of Online Handwritten Mathematical Expressions. 641-646 - Mahshad Mahdavi, Michael Condon, Kenny Davila, Richard Zanibbi:
LPGA: Line-of-Sight Parsing with Graph-Based Attention for Math Formula Recognition. 647-654 - Deepayan Das, Jerin Philip, Minesh Mathew, C. V. Jawahar:
A Cost Efficient Approach to Correct OCR Errors in Large Document Collections. 655-662 - Ashish Arora, Paola García, Shinji Watanabe, Vimal Manohar, Yiwen Shao, Sanjeev Khudanpur, Chun-Chieh Chang, Babak Rekabdar, Bagher BabaAli, Daniel Povey, David Etter, Desh Raj, Hossein Hadian, Jan Trmal:
Using ASR Methods for OCR. 663-668
Poster Session 2
- Pei Xu, Shan Huang, Hongzhen Wang, Hao Song, Shen Huang, Qi Ju:
A Multi-oriented Chinese Keyword Spotter Guided by Text Line Detection. 669-674 - Seokjun Kang, Brian Kenji Iwana, Seiichi Uchida:
Cascading Modular U-Nets for Document Image Binarization. 675-680 - Shuangping Huang, Haobin Wang, Yongge Liu, Xiaosong Shi, Lianwen Jin:
OBC306: A Large-Scale Oracle Bone Character Recognition Dataset. 681-688 - Hao Kong, Dongqi Tang, Xi Meng, Tong Lu:
GARN: A Novel Generative Adversarial Recognition Network for End-to-End Scene Character Recognition. 689-694 - Yao Xiao, Minglong Xue, Tong Lu, Yirui Wu, Shivakumara Palaiahnakote:
A Text-Context-Aware CNN Network for Multi-oriented and Multi-language Scene Text Detection. 695-700 - Najoua Rahal, Maroua Tounsi, Tarek M. Hamdani, Adel M. Alimi:
Handwritten Words and Digits Recognition using Deep Learning Based Bag of Features Framework. 701-706 - Chixiang Ma, Zhuoyao Zhong, Lei Sun, Qiang Huo:
A Relation Network Based Approach to Curved Text Detection. 707-713 - Xiaojie Xia, Xiaoyi Yu, Wei Liu, Chunyan Zhang, Jun Sun, Satoshi Naoi:
An Efficient off-Line Handwritten Japanese Address Recognition System. 714-719 - Linda Studer, Michele Alberti, Vinaychandran Pondenkandath, Pinar Goktepe, Thomas Kolonko, Andreas Fischer, Marcus Liwicki, Rolf Ingold:
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis. 720-725 - Hussein Adnan Mohammed, Isabelle Marthot-Santaniello, Volker Märgner:
GRK-Papyri: A Dataset of Greek Handwriting on Papyri for the Task of Writer Identification. 726-731 - Berat Kurar Barakat, Jihad El-Sana, Irina Rabaev:
The Pinkas Dataset. 732-737 - Reem Alaasam, Berat Kurar, Jihad El-Sana:
Layout Analysis on Challenging Historical Arabic Manuscripts using Siamese Network. 738-742 - Vivek Venugopal, Suresh Sundaram:
Online Writer Identification using GMM Based Feature Representation and Writer-Specific Weights. 743-748 - Wenyuan Xue, Qingyong Li, Dacheng Tao:
ReS2TIM: Reconstruct Syntactic Structures from Table Images. 749-755 - Emanuela Boros, Alexis Toumi, Erwan Rouchet, Bastien Abadie, Dominique Stutzmann, Christopher Kermorvant:
Automatic Page Classification in a Large Collection of Manuscripts Based on the International Image Interoperability Framework. 756-762 - Yibo Li, Liangcai Gao, Zhi Tang, Qinqin Yan, Yilun Huang:
A GAN-Based Feature Generator for Table Detection. 763-768 - Liu Yang, Yonghong Song, Yuanlin Zhang:
Enhanced EAST: Improving Network's Feature Extraction Ability and Text Complete Shape Perception. 769-774 - Jiyuan Zhang, Chen Du, Zipeng Feng, Yanna Wang, Chunheng Wang:
A Text Localization Method Based on Weak Supervision. 775-780 - Fenfen Sheng, Zhineng Chen, Bo Xu:
NRTR: A No-Recurrence Sequence-to-Sequence Model for Scene Text Recognition. 781-786 - Vinh Loc Cu, Jean-Christophe Burie, Jean-Marc Ogier, Cheng-Lin Liu:
A Robust Data Hiding Scheme Using Generated Content for Securing Genuine Documents. 787-792 - Yue Xu, Fei Yin, Da-Han Wang, Xu-Yao Zhang, Zhaoxiang Zhang, Cheng-Lin Liu:
CASIA-AHCDB: A Large-Scale Chinese Ancient Handwritten Characters Database. 793-798 - Bastien Moysset, Ronaldo O. Messina:
Manifold Mixup Improves Text Recognition with CTC Loss. 799-804 - Raul Gomez, Ali Furkan Biten, Lluís Gómez, Jaume Gibert, Dimosthenis Karatzas, Marçal Rusiñol:
Selective Style Transfer for Text. 805-812 - Yilun Huang, Qinqin Yan, Yibo Li, Yifan Chen, Xiong Wang, Liangcai Gao, Zhi Tang:
A YOLO-Based Table Detection Method. 813-818 - Le Zhou, Qiu-Feng Wang, Kaizhu Huang, Cheng-Hung Lo:
An Interactive and Generative Approach for Chinese Shanshui Painting Document. 819-824 - Toshiki Nakamura, Anna Zhu, Seiichi Uchida:
Scene Text Magnifier. 825-830 - Subhasis Mandal, S. R. M. Prasanna, Suresh Sundaram:
Exploration of CNN Features for Online Handwriting Recognition. 831-836 - Andrey Zharkov, Ivan Zagaynov:
Universal Barcode Detector via Semantic Segmentation. 837-843 - Alexander Sheshkus, Anastasia Ingacheva, Vladimir V. Arlazarov, Dmitry P. Nikolaev:
HoughNet: Neural Network Architecture for Vanishing Points Detection. 844-849 - Natalya Skoryukina, Vladimir V. Arlazarov, Dmitry P. Nikolaev:
Fast Method of ID Documents Location and Type Identification for Mobile and Server Application. 850-857 - Camille Guerry, Bertrand Coüasnon, Aurélie Lemaitre:
Combination of Deep Learning and Syntactical Approaches for the Interpretation of Interactions Between Text-Lines and Tabular Structures in Handwritten Documents. 858-863 - David Etter, Stephen Rawls, Cameron Carpenter, Gregory Sell:
A Synthetic Recipe for OCR. 864-869 - Himakshi Choudhury, S. R. Mahadeva Prasanna:
Synthesis of Handwriting Dynamics using Sinusoidal Model. 870-875 - Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickaël Coustaty, Nhu-Van Nguyen, Antoine Doucet:
Post-OCR Error Detection by Generating Plausible Candidates. 876-881 - Jorge Calvo-Zaragoza, Alejandro H. Toselli, Enrique Vidal, Joan-Andreu Sánchez:
Music Symbol Sequence Indexing in Medieval Plainchant Manuscripts. 882-887 - Qian Li, Qiang Wu, Chengzhang Zhu, Jian Zhang:
Bi-Level Masked Multi-scale CNN-RNN Networks for Short Text Representation. 888-893 - Yuntian Deng, David S. Rosenberg, Gideon Mann:
Challenges in End-to-End Neural Scientific Table Recognition. 894-901 - Jerod J. Weinman, Ziwen Chen, Ben Gafford, Nathan Gifford, Abyaya Lamsal, Liam Niehus-Staab:
Deep Neural Networks for Text Detection and Recognition in Historical Maps. 902-909 - Yanke Kang, Hongxi Wei, Hui Zhang, Guanglai Gao:
Woodblock-Printing Mongolian Words Recognition by Bi-LSTM with Attention Mechanism. 910-915 - Fu'ze Cong, Wenping Hu, Qiang Huo, Li Guo:
A Comparative Study of Attention-Based Encoder-Decoder Approaches to Natural Scene Text Recognition. 916-921 - Vu Tran Minh Khuong, Quang Huy Ung, Masaki Nakagawa, Khanh Minh Phan:
Generating Synthetic Handwritten Mathematical Expressions from a LaTeX Sequence or a MathML Script. 922-927 - Yan Zheng, Yuchen Zheng, Wataru Ohyama, Daiki Suehiro, Seiichi Uchida:
RankSVM for Offline Signature Verification. 928-933 - Kei Watanabe, Shinji Takahashi, Yuki Kamaya, Masashi Yamada, Yoshito Mekada, Jun-ichi Hasegawa, Shinya Miyazaki:
Japanese Character Segmentation for Historical Handwritten Official Documents Using Fully Convolutional Networks. 934-940 - Momina Moetesum, Imran Siddiqi, Nicole Vincent:
Deformation Classification of Drawings for Assessment of Visual-Motor Perceptual Maturity. 941-946 - Anand Mishra, Shashank Shekhar, Ajeet Kumar Singh, Anirban Chakraborty:
OCR-VQA: Visual Question Answering by Reading Text in Images. 947-952 - Usman Naseem, Katarzyna Musial:
DICE: Deep Intelligent Contextual Embedding for Twitter Sentiment Analysis. 953-958 - Jiri Kralicek, Jiri Matas, Michal Busta:
Care Label Recognition. 959-966 - Anmol Hamid, Maryam Bibi, Momina Moetesum, Imran Siddiqi:
Deep Learning Based Approach for Historical Manuscript Dating. 967-972 - Younes Akbari, Alceu S. Britto Jr., Somaya Al-Máadeed, Luiz S. Oliveira:
Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images. 973-978 - Curtis Wigington, Brian L. Price, Scott Cohen:
Multi-label Connectionist Temporal Classification. 979-986 - Prateek Keserwani, Kanjar De, Partha Pratim Roy, Umapada Pal:
Zero Shot Learning Based Script Identification in the Wild. 987-992
Oral Session 7: Layout Analysis
- Jun-Yu Ye, Yan-Ming Zhang, Qing Yang, Cheng-Lin Liu:
Contextual Stroke Classification in Online Handwritten Documents with Graph Attention Networks. 993-998 - Abhishek Prusty, Sowmya Aitha, Abhishek Trivedi, Ravi Kiran Sarvadevabhatla:
Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts. 999-1006 - Andrew Naoum, Joel Nothman, James R. Curran:
Article Segmentation in Digitised Newspapers with a 2D Markov Model. 1007-1014 - Xu Zhong, Jianbin Tang, Antonio Jimeno-Yepes:
PubLayNet: Largest Dataset Ever for Document Layout Analysis. 1015-1022 - Joonho Lee, Hideaki Hayashi, Wataru Ohyama, Seiichi Uchida:
Page Segmentation using a Convolutional Neural Network with Trainable Co-Occurrence Features. 1023-1028 - Sai Chandra Kosaraju, Mohammad Masum, Nelson Zange Tsaku, Pritesh Patel, Tanju Bayramoglu, Girish Modgil, Mingon Kang:
DoT-Net: Document Layout Classification Using Texture-Based CNN. 1029-1034
Oral Session 8: Applications of Document Analysis
- Amirali Darvishzadeh, Thomas F. Stahovich, Amir Feghahati, Negin Entezari, Shaghayegh Gharghabi, Reed Kanemaru, Christian R. Shelton:
CNN-BLSTM-CRF Network for Semantic Labeling of Students' Online Handwritten Assignments. 1035-1040 - Yuto Shinahara, Takuro Karamatsu, Daisuke Harada, Kota Yamaguchi, Seiichi Uchida:
Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements. 1041-1046 - Fei Xu, Kenny Davila, Srirangaraj Setlur, Venu Govindaraju:
Content Extraction from Lecture Video via Speaker Action Classification Based on Pose Information. 1047-1054 - Maja Karasalo, Johan Schubert:
Developing Horizon Scanning Methods for the Discovery of Scientific Trends. 1055-1062 - Sean T. Yang, Po-Shen Lee, Lia Kazakova, Abhishek Joshi, Bum Mook Oh, Jevin D. West, Bill Howe:
Identifying the Central Figure of a Scientific Paper. 1063-1070 - Shreya Goyal, Vishesh Mistry, Chiranjoy Chattopadhyay, Gaurav Bhatnagar:
BRIDGE: Building Plan Repository for Image Description Generation, and Evaluation. 1071-1076
Oral Session 9: Script Identification and Authentication
- Changxu Cheng, Qiuhui Huang, Xiang Bai, Bin Feng, Wenyu Liu:
Patch Aggregator for Scene Text Script Identification. 1077-1083 - Gregory Sell, David Etter, Daniel Garcia-Romero, Alan McCree:
Script Identification using Across- and Within-Image Distribution Estimation. 1084-1089 - Vincent Christlein, Lukas Spranger, Mathias Seuret, Anguelos Nicolaou, Pavel Král, Andreas Maier:
Deep Generalized Max Pooling. 1090-1096 - Muhammad Jaleed Khan, Khurram Khurshid, Faisal Shafait:
A Spatio-Spectral Hybrid Convolutional Architecture for Hyperspectral Document Authentication. 1097-1102
Oral Session 10: Signature Verification
- Xiaomeng Wu, Akisato Kimura, Brian Kenji Iwana, Seiichi Uchida, Kunio Kashino:
Deep Dynamic Time Warping: End-to-End Local Representation Learning for Online Signature Verification. 1103-1110 - Yuchen Zheng, Wataru Ohyama, Brian Kenji Iwana, Seiichi Uchida:
Capturing Micro Deformations from Pooling Layers for Offline Signature Verification. 1111-1116 - Michael Stauffer, Paul Maergner, Andreas Fischer, Rolf Ingold, Kaspar Riesen:
Offline Signature Verification using Structural Dynamic Time Warping. 1117-1124 - Chandra Sekhar Vorugunti, Rama Krishna Sai Subrahmanyam Gorthi, Viswanath Pulabaigari:
Online Signature Verification by Few-Shot Separable Convolution Based Deep Learning. 1125-1130
Poster Session 3
- V. Basavaraja, Palaiahnakote Shivakumara, D. S. Guru, Umapada Pal, Tong Lu, Michael Blumenstein:
Age Estimation using Disconnectedness Features in Handwriting. 1131-1136 - Songxuan Lai, Lianwen Jin:
Offline Writer Identification Based on the Path Signature Feature. 1137-1142 - Ruben Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Aythami Morales, Javier Ortega-Garcia:
Do You Need More Data? The DeepSignDB On-Line Handwritten Signature Biometric Database. 1143-1148 - Sauradip Nag, Raghavendra Ramachandra, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Mohan S. Kankanhalli:
CRNN Based Jersey-Bib Number/Text Recognition in Sports and Marathon Images. 1149-1156 - Yasmine Serdouk, Véronique Eglin, Stéphane Bres, Mylène Pardoen:
KeyWord Spotting using Siamese Triplet Deep Neural Networks. 1157-1162 - Florian Westphal, Niklas Lavesson, Håkan Grahn:
Learning Character Recognition with Graph-Based Privileged Information. 1163-1168 - Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Douglas Burdick:
Simultaneous Optimisation of Image Quality Improvement and Text Content Extraction from Scanned Documents. 1169-1174 - Yann Soullard, Wassim Swaileh, Pierrick Tranouez, Thierry Paquet, Clément Chatelain:
Improving Text Recognition using Optical and Language Model Writer Adaptation. 1175-1180 - Jia-Ming Wang, Jun Du, Jianshu Zhang, Zi-Rui Wang:
Multi-modal Attention Network for Handwritten Mathematical Expression Recognition. 1181-1186 - Jean-Yves Ramel, Nicole Vincent:
Semantic and Interaction: When Document Image Analysis Meets Computer Vision and Machine Learning. 1187-1192 - Xiangdong Su, Huali Xu, Ying Kang, Xiang Hao, Guanglai Gao, Yue Zhang:
Improving Text Image Resolution using a Deep Generative Adversarial Network for Optical Character Recognition. 1193-1199 - Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki:
Labeling, Cutting, Grouping: An Efficient Text Line Segmentation Method for Medieval Manuscripts. 1200-1206 - Hong-Seok Lee, Youngmin Yoon, Pil-Hoon Jang, Chankyu Choi:
PopEval: A Character-Level Approach to End-to-End Evaluation Compatible with Word-Level Benchmark Dataset. 1207-1213 - Vinh Loc Cu, Jean-Christophe Burie, Jean-Marc Ogier, Cheng-Lin Liu:
Hiding Security Feature Into Text Content for Securing Documents Using Generated Font. 1214-1219 - Linhui Chen, Liangrui Peng, Gang Yao, Changsong Liu, Xudong Zhang:
A Modified Inception-ResNet Network with Discriminant Weighting Loss for Handwritten Chinese Character Recognition. 1220-1225 - Adolfo Santoro, Angelo Marcelli:
A Novel Procedure to Speed up the Transcription of Historical Handwritten Documents by Interleaving Keyword Spotting and user Validation. 1226-1230 - Besma Rabhi, Abdelkarim Elbaati, Yahia Hamdi, Adel M. Alimi:
Handwriting Recognition Based on Temporal Order Restored by the End-to-End System. 1231-1236 - David Dubray, Jochen Laubrock:
Deep CNN-Based Speech Balloon Detection and Segmentation for Comic Books. 1237-1243 - Alireza Alaei:
A New Document Image Quality Assessment Method Based on Hast Derivations. 1244-1249 - Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Analysis of Unsupervised Training Approaches for LSTM-Based OCR. 1250-1255 - Abhash Sinha, Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Unsupervised OCR Model Evaluation Using GAN. 1256-1261 - Syed Saqib Bukhari, Zaryab Iftikhar, Andreas Dengel:
Chemical Structure Recognition (CSR) System: Automatic Analysis of 2D Chemical Structures in Document Images. 1262-1267 - Birhanu Hailu Belay, Tewodros Habtegebrial, Marcus Liwicki, Gebeyehu Belay, Didier Stricker:
Amharic Text Image Recognition: Database, Algorithm, and Analysis. 1268-1273 - Elvis Koci, Maik Thiele, Oscar Romero, Wolfgang Lehner:
A Genetic-Based Search for Adaptive Table Recognition in Spreadsheets. 1274-1279 - Elvis Koci, Maik Thiele, Josephine Rehak, Oscar Romero, Wolfgang Lehner:
DECO: A Dataset of Annotated Spreadsheets for Layout and Table Recognition. 1280-1285 - Johannes Michael, Roger Labahn, Tobias Grüning, Jochen Zöllner:
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition. 1286-1293 - Ekta Vats, Anders Hast, Alicia Fornés:
Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion. 1294-1299 - Ajoy Mondal, C. V. Jawahar:
Textual Description for Mathematical Equations. 1300-1307 - Clément Sage, Alexandre Aussem, Haytham Elghazel, Véronique Eglin, Jérémy Espinas:
Recurrent Neural Network Approach for Table Field Extraction in Business Documents. 1308-1313 - Ningning Sun, Yuanping Zhu, Xiaoming Hu:
Faster R-CNN Based Table Detection Combining Corner Locating. 1314-1319 - Donato Impedovo, Giuseppe Pirlo, Moisés Díaz, Miguel Angel Ferrer-Ballester:
Weighted Direct Matching Points for User Stability Model in Multiple Domains: A Proposal for On-Line Signature Verification. 1320-1325 - Rubén Vera-Rodríguez, Ruben Tolosana, Miguel Caruana, Gustavo Manzano, Carlos Gonzalez-Garcia, Julian Fiérrez, Javier Ortega-Garcia:
DeepSignCX: Signature Complexity Detection using Recurrent Neural Networks. 1326-1331 - Albert Berenguel Centeno, Oriol Ramos Terrades, Josep Lladós Canet, Cristina Cañero Morales:
Recurrent Comparator with Attention Models to Detect Counterfeit Documents. 1332-1337 - Tomás Jenícek, Ondrej Chum:
Linking Art through Human Poses. 1338-1345 - Rapeeporn Chamchong, Wei Gao, Mark D. McDonnell:
Thai Handwritten Recognition on Text Block-Based from Thai Archive Manuscripts. 1346-1351 - Martin Kiss, Michal Hradis, Oldrich Kodym:
Brno Mobile OCR Dataset. 1352-1357 - Jinrong Li, Zijian Zhou, Zhizhong Su, Shuangping Huang, Lianwen Jin:
A New Parallel Detection-Recognition Approach for End-to-End Scene Text Extraction. 1358-1365 - Saqib Ali Khan, Syed Muhammad Daniyal Khalid, Muhammad Ali Shahzad, Faisal Shafait:
Table Structure Extraction with Bi-Directional Gated Recurrent Unit Networks. 1366-1371 - Tan Lu, Ann Dooms:
A Deep Transfer Learning Approach to Document Image Quality Assessment. 1372-1377 - Tonghua Su, Wei Pan, Lijuan Yu:
HITHCD-2018: Handwritten Chinese Character Database of 21K-Category. 1378-1383 - Tanmoy Mondal, Mickaël Coustaty, Petra Gomez-Krämer, Jean-Marc Ogier:
Learning Free Document Image Binarization Based on Fast Fuzzy C-Means Clustering. 1384-1389 - Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
A Robust Hybrid Approach for Textual Document Classification. 1390-1396 - Shoaib Ahmed Siddiqui, Pervaiz Iqbal Khan, Andreas Dengel, Sheraz Ahmed:
Rethinking Semantic Segmentation for Table Structure Recognition in Documents. 1397-1402 - Shoaib Ahmed Siddiqui, Imran Ali Fateh, Syed Tahseen Raza Rizvi, Andreas Dengel, Sheraz Ahmed:
DeepTabStR: Deep Learning based Table Structure Recognition. 1403-1409 - Muhammad Nabeel Asim, Muhammad Usman Ghani Khan, Muhammad Imran Malik, Khizar Razzaque, Andreas Dengel, Sheraz Ahmed:
Two Stream Deep Network for Document Image Classification. 1410-1416 - Paloma G. S. Silva, Celso A. M. Lopes Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin:
Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network. 1417-1423 - Gundram Leifert, Roger Labahn, Tobias Grüning, Svenja Leifert:
End-to-End Measure for Text Recognition. 1424-1431 - Diede Rusticus, Lutz Goldmann, Matthias Reisser, Mauricio Villegas:
Document Domain Adaptation with Generative Adversarial Networks. 1432-1437 - David Morris, Peichen Tang, Ralph Ewerth:
A Neural Approach for Text Extraction from Scholarly Figures. 1438-1443 - Rafael Dueire Lins, Rodrigo Barros Bernardino, Darlisson Marinho de Jesus:
A Quality and Time Assessment of Binarization Algorithms. 1444-1450 - Jiaxin Cheng, Achin Gupta, Yue Wu, Premkumar Natarajan:
A Study of Script Language Effects in Deep Neural-Network-Based Scene Text Detection. 1451-1457 - Miao Zhao, Rui-Qi Wang, Fei Yin, Xu-Yao Zhang, Lin-Lin Huang, Jean-Marc Ogier:
Fast Text/non-Text Image Classification with Knowledge Distillation. 1458-1463 - Yuhuan Xiu, Qingqing Wang, Hongjian Zhan, Man Lan, Yue Lu:
A Handwritten Chinese Text Recognizer Applying Multi-level Multimodal Fusion Network. 1464-1469 - Chandra Sekhar Vorugunti, Devanur S. Guru, Prerana Mukherjee, Viswanath Pulabaigari:
OSVNet: Convolutional Siamese Network for Writer Independent Online Signature Verification. 1470-1475 - Abderrahmane Rahiche, Athmane Bakhta, Mohamed Cheriet:
Blind Source Separation Based Framework for Multispectral Document Images Binarization. 1476-1481 - Takuro Karamatsu, Daiki Suehiro, Seiichi Uchida:
Logo Design Analysis by Ranking. 1482-1487
Competition Papers
- Maroua Mehri, Pierre Héroux, Rémy Mullot, Jean-Philippe Moreux, Bertrand Coüasnon, Bill Barrett:
ICDAR2019 Competition on Historical Book Analysis - HBA2019. 1488-1493 - Markus Diem, Florian Kleber, Robert Sablatnig, Basilis Gatos:
cBAD: ICDAR2019 Competition on Baseline Detection. 1494-1498 - Rajkumar Saini, Derek Dobson, Jon Morrey, Marcus Liwicki, Foteini Simistira Liwicki:
ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records. 1499-1504 - Vincent Christlein, Anguelos Nicolaou, Mathias Seuret, Dominique Stutzmann, Andreas Maier:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents. 1505-1509 - Liangcai Gao, Yilun Huang, Hervé Déjean, Jean-Luc Meunier, Qinqin Yan, Yu Fang, Florian Kleber, Eva Maria Lang:
ICDAR 2019 Competition on Table Detection and Recognition (cTDaR). 1510-1515 - Zheng Huang, Kai Chen, Jianhua He, Xiang Bai, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar:
ICDAR2019 Competition on Scanned Receipt OCR and Information Extraction. 1516-1520 - Christian Clausner, Apostolos Antonacopoulos, Stefan Pletschacher:
ICDAR2019 Competition on Recognition of Documents with Complex Layouts - RDCL2019. 1521-1526 - Christian Clausner, Apostolos Antonacopoulos, Tom Derrick, Stefan Pletschacher:
ICDAR2019 Competition on Recognition of Early Indian Printed Documents - REID2019. 1527-1532 - Mahshad Mahdavi, Richard Zanibbi, Harold Mouchère, Christian Viard-Gaudin, Utpal Garain:
ICDAR 2019 CROHME + TFD: Competition on Recognition of Handwritten Mathematical Expressions and Typeset Formula Detection. 1533-1538 - Rafael Dueire Lins, Ergina Kavallieratou, Elisa H. Barney Smith, Rodrigo Barros Bernardino, Darlisson Marinho de Jesus:
ICDAR 2019 Time-Quality Binarization Competition. 1539-1546 - Ioannis Pratikakis, Konstantinos Zagoris, Xenofon Karagiannis, Lazaros T. Tsochatzidis, Tanmoy Mondal, Isabelle Marthot-Santaniello:
ICDAR 2019 Competition on Document Image Binarization (DIBCO 2019). 1547-1556 - Yipeng Sun, Dimosthenis Karatzas, Chee Seng Chan, Lianwen Jin, Zihan Ni, Chee Kheng Chng, Yuliang Liu, Canjie Luo, Chun Chet Ng, Junyu Han, Errui Ding, Jingtuo Liu:
ICDAR 2019 Competition on Large-Scale Street View Text with Partial Labeling - RRC-LSVT. 1557-1562 - Ali Furkan Biten, Rubèn Tito, Andrés Mafla, Lluís Gómez, Marçal Rusiñol, Minesh Mathew, C. V. Jawahar, Ernest Valveny, Dimosthenis Karatzas:
ICDAR 2019 Competition on Scene Text Visual Question Answering. 1563-1570 - Chee Kheng Chng, Errui Ding, Jingtuo Liu, Dimosthenis Karatzas, Chee Seng Chan, Lianwen Jin, Yuliang Liu, Yipeng Sun, Chun Chet Ng, Canjie Luo, Zihan Ni, ChuanMing Fang, Shuaitao Zhang, Junyu Han:
ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text - RRC-ArT. 1571-1576 - Rui Zhang, Mingkun Yang, Xiang Bai, Baoguang Shi, Dimosthenis Karatzas, Shijian Lu, C. V. Jawahar, Yongsheng Zhou, Qianyi Jiang, Qi Song, Nan Li, Kai Zhou, Lei Wang, Dong Wang, Minghui Liao:
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard. 1577-1581 - Nibal Nayef, Cheng-Lin Liu, Jean-Marc Ogier, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie:
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition - RRC-MLT-2019. 1582-1587 - Christophe Rigaud, Antoine Doucet, Mickaël Coustaty, Jean-Philippe Moreux:
ICDAR 2019 Competition on Post-OCR Text Correction. 1588-1593 - Kenny Davila, Bhargava Urala Kota, Srirangaraj Setlur, Venu Govindaraju, Christopher Tensmeyer, Sumit Shekhar, Ritwick Chaudhry:
ICDAR 2019 Competition on Harvesting Raw Tables from Infographics (CHART-Infographics). 1594-1599
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