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14th ICDAR 2017: Kyoto, Japan
- 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Kyoto, Japan, November 9-15, 2017. IEEE 2017, ISBN 978-1-5386-3586-5
Oral Session 1: Character Recognition I
- Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles
:
Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement. 5-10 - Thomas M. Breuel:
High Performance Text Recognition Using a Hybrid Convolutional-LSTM Implementation. 11-16 - Rohit Saluja, Devaraj Adiga, Parag Chaudhuri, Ganesh Ramakrishnan, Mark James Carman
Error Detection and Corrections in Indic OCR Using LSTMs. 17-22 - Lior Uzan, Nachum Dershowitz, Lior Wolf:
Qumran Letter Restoration by Rotation and Reflection Modified PixelCNN. 23-29
Oral Session 2: Graphics Recognition
- Anjan Dutta, Pau Riba
Pyramidal Stochastic Graphlet Embedding for Document Pattern Classification. 33-38 - Jan Hajic
The MUSCIMA++ Dataset for Handwritten Optical Music Recognition. 39-46 - Anuradha Madugalla
Partitioning Open Plan Areas in Floor Plans. 47-52 - Frank Dennis Julca-Aguilar, Nina S. T. Hirata
Image Operator Learning Coupled with CNN Classification and Its Application to Staff Line Removal. 53-58
Oral Session 3: Offline Handwriting Recognition I
- Wenping Hu, Meng Cai, Kai Chen, Haisong Ding, Lei Sun, Sen Liang, Xiongjian Mo, Qiang Huo:
Sequence Discriminative Training for Offline Handwriting Recognition by an Interpolated CTC and Lattice-Free MMI Objective Function. 61-66 - Joan Puigcerver:
Are Multidimensional Recurrent Layers Really Necessary for Handwritten Text Recognition? 67-72 - Théodore Bluche, Christopher Kermorvant
Cortical-Inspired Open-Bigram Representation for Handwritten Word Recognition. 73-78 - Yi-Chao Wu, Fei Yin, Zhuo Chen, Cheng-Lin Liu:
Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network. 79-84
Oral Session 4: Document Image Processing
- David Aldavert, Marçal Rusiñol, Ricardo Toledo:
Automatic Static/Variable Content Separation in Administrative Document Images. 87-92 - Ning Liu, Dongxiang Zhang, Xing Xu, Wenju Liu, Dengfeng Ke, Long Guo, Shengkun Shi, Hui Liu, Lijiang Chen:
An Iterative Refinement Framework for Image Document Binarization with Bhattacharyya Similarity Measure. 93-98 - Chris Tensmeyer, Tony R. Martinez:
Document Image Binarization with Fully Convolutional Neural Networks. 99-104 - Khurram Javed, Faisal Shafait:
Real-Time Document Localization in Natural Images by Recursive Application of a CNN. 105-110
Poster Session 1
- Ning Liu, Dongxiang Zhang, Xing Xu, Long Guo, Lijiang Chen, Wenju Liu, Dengfeng Ke:
Robust Math Formula Recognition in Degraded Chinese Document Images. 113-118 - Yu-Jie Xiong, Lu Yue:
Chinese Writer Identification Using Contour-Directional Feature and Character Pair Similarity Measurement. 119-124 - Made Windu Antara Kesiman, Jean-Christophe Burie, Jean-Marc Ogier:
A Complete Scheme of Spatially Categorized Glyph Recognition for the Transliteration of Balinese Palm Leaf Manuscripts. 125-130 - Muhammad Ferjad Naeem, Noor ul Sehr Zia, Aqsa Ahmed Awan, Faisal Shafait, Adnan Ul-Hasan:
Impact of Ligature Coverage on Training Practical Urdu OCR Systems. 131-136 - Wassim Swaileh
Handwriting Recognition with Multigrams. 137-142 - Meng Cai, Qiang Huo:
Compact and Efficient WFST-Based Decoders for Handwriting Recognition. 143-148 - Yunxue Shao, Jiantao Zhou, Guanglai Gao:
Supervised Feature Learning via Within-Class Reconstruction. 149-154 - Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan:
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. 155-160 - Yasuhisa Fujii, Karel Driesen, Jonathan Baccash, Ash Hurst, Ashok C. Popat:
Sequence-to-Label Script Identification for Multilingual OCR. 161-168 - Quang Anh Bui, David Mollard, Salvatore Tabbone:
Selecting Automatically Pre-Processing Methods to Improve OCR Performances. 169-174 - Chandranath Adak
Legibility and Aesthetic Analysis of Handwriting. 175-182 - Imen Ben Cheikh, Anas Laffet:
New Morphological Markovian Approach for Analysis and Recognition of Open Arabic Canonical Vocabulary. 183-188 - Ji Liu, Long-Long Ma, Jian Wu:
Online Handwritten Mongolian Word Recognition Using a Novel Sliding Window Method with Recurrent Neural Networks. 189-194 - Ruben Tolosana
Complexity-Based Biometric Signature Verification. 195-200 - Songbin Xu, Yang Xue:
A Long Term Memory Recognition Framework on Multi-Complexity Motion Gestures. 201-205 - Nilanjana Bhattacharya
Stroke-Order Normalization for Online Bangla Handwriting Recognition. 206-211 - Zhaoxin Chen, Éric Anquetil, Christian Viard-Gaudin, Harold Mouchère
Early Recognition of Handwritten Gestures Based on Multi-Classifier Reject Option. 212-217 - Pragya Paramita Sahu, Vikrant Singh, Indra Kiran, Viswanath Veera, Abhinav Thanda, Ankit Vijay, Shankar M. Venkatesan:
Personalized Hand Writing Recognition Using Continued LSTM Training. 218-223 - Daniel Stromer, Vincent Christlein, Tobias Schoen, Wolfgang Holub
Browsing through Closed Books: Fully Automatic Book Page Extraction from a 3-D X-Ray CT Volume. 224-229 - Xiaohan Yi, Liangcai Gao, Yuan Liao, Xiaode Zhang, Runtao Liu, Zhuoren Jiang:
CNN Based Page Object Detection in Document Images. 230-235 - Tobias Grüning, Gundram Leifert, Tobias Strauss, Roger Labahn:
A Robust and Binarization-Free Approach for Text Line Detection in Historical Documents. 236-241 - Thi-Tuyet-Hai Nguyen, Antoine Doucet
Enhancing Table of Contents Extraction by System Aggregation. 242-247 - Junaid Younas, Muhammad Zeshan Afzal, Muhammad Imran Malik, Faisal Shafait, Paul Lukowicz, Sheraz Ahmed:
D-StaR: A Generic Method for Stamp Segmentation from Document Images. 248-253 - Dafang He, Scott Cohen, Brian L. Price, Daniel Kifer, C. Lee Giles
Multi-Scale Multi-Task FCN for Semantic Page Segmentation and Table Detection. 254-261 - Akansha Bhardwaj, Dominique Mercier
Academic Community Explorer (ACE) for Syntactic, Semantic and Pragmatic Document Analysis. 262-267 - Xilun Chen, Laura Chiticariu, Marina Danilevsky, Alexandre V. Evfimievski, Prithviraj Sen:
A Rectangle Mining Method for Understanding the Semantics of Financial Tables. 268-273 - Nachum Dershowitz, Daniel Labenski, Adi Silberpfennig, Lior Wolf, Yaron Tsur:
Relating Articles Textually and Visually. 274-280 - Hao Wei, Mathias Seuret, Marcus Liwicki, Rolf Ingold
Selecting Fine-Tuned Features for Layout Analysis of Historical Documents. 281-286 - Konstantinos Zagoris, Ioannis Pratikakis:
Bio-Inspired Modeling for the Enhancement of Historical Handwritten Documents. 287-292 - Majeed Kassis, Jumana Nassour, Jihad El-Sana:
Alignment of Historical Handwritten Manuscripts Using Siamese Neural Network. 293-298 - Michaël Clément, Mickaël Coustaty
Local Enlacement Histograms for Historical Drop Caps Style Recognition. 299-304 - Syed Saqib Bukhari, Ahmad Kadi, Mohammad Ayman Jouneh, Fahim Mahmood Mir, Andreas Dengel:
anyOCR: An Open-Source OCR System for Historical Archives. 305-310 - Théodore Bluche, Sébastien Hamel, Christopher Kermorvant
Preparatory KWS Experiments for Large-Scale Indexing of a Vast Medieval Manuscript Collection in the HIMANIS Project. 311-316 - Bissan Audeh, Michel Beigbeder, Christine Largeron:
A Machine Learning System for Assisting Neophyte Researchers in Digital Libraries. 317-323 - Rong Li
Weakly Supervised Text Attention Network for Generating Text Proposals in Scene Images. 324-330 - Xue-Hang Yang, Wenhao He, Fei Yin, Cheng-Lin Liu:
A Unified Video Text Detection Method with Network Flow. 331-336 - Alexander Zhukovsky, Dmitrii P. Nikolaev, Vladimir V. Arlazarov
Segments Graph-Based Approach for Document Capture in a Smartphone Video Stream. 337-342 - Emilien Royer
Benchmarking Keypoint Filtering Approaches for Document Image Matching. 343-348 - Sangheeta Roy, Palaiahnakote Shivakumara, Umapada Pal, Tong Lu, Ainuddin Wahid Bin Abdul Wahab
Temporal Integration for Word-Wise Caption and Scene Text Identification. 349-354 - Kenny Davila
Whiteboard Video Summarization via Spatio-Temporal Conflict Minimization. 355-362 - Yanna Wang, Cunzhao Shi, Baihua Xiao, Chunheng Wang:
Learning Spatially Embedded Discriminative Part Detectors for Scene Character Recognition. 363-368 - Jan Zdenek, Hideki Nakayama
Bag of Local Convolutional Triplets for Script Identification in Scene Text. 369-375 - Feng Su, Wenjun Ding, Lan Wang, Susu Shan, Hailiang Xu:
Text Proposals Based on Windowed Maximally Stable Extremal Region for Scene Text Detection. 376-381 - Xiangsheng Zeng, Donglai Xiang
Local Discriminant Training and Global Optimization for Convolutional Neural Network Based Handwritten Chinese Character Recognition. 382-387 - Chris Tensmeyer, Tony R. Martinez:
Analysis of Convolutional Neural Networks for Document Image Classification. 388-393 - Brian Kenji Iwana, Letao Zhou, Kumiko Tanaka-Ishii
Component Awareness in Convolutional Neural Networks. 394-399 - Songxuan Lai, Lianwen Jin, Weixin Yang
Online Signature Verification Using Recurrent Neural Network and Length-Normalized Path Signature Descriptor. 400-405 - Rasmus Berg Palm, Ole Winther
CloudScan - A Configuration-Free Invoice Analysis System Using Recurrent Neural Networks. 406-413 - Benjamin Bruno Meier, Thilo Stadelmann
Fully Convolutional Neural Networks for Newspaper Article Segmentation. 414-419 - Divya Sharma, Nitin Gupta
DANIEL: A Deep Architecture for Automatic Analysis and Retrieval of Building Floor Plans. 420-425 - Ahmad Montaser Awal, Nabil Ghanmi, Ronan Sicre, Teddy Furon:
Complex Document Classification and Localization Application on Identity Document Images. 426-431 - Haris Bin Nazar, Momina Moetesum, Shoaib Ehsan, Imran Siddiqi, Khurram Khurshid, Nicole Vincent, Klaus D. McDonald-Maier
Classification of Graphomotor Impressions Using Convolutional Neural Networks: An Application to Automated Neuro-Psychological Screening Tests. 432-437
Oral Session 5: Character Recognition II
- Yejun Tang, Bing Wu, Liangrui Peng, Changsong Liu:
Semi-Supervised Transfer Learning for Convolutional Neural Network Based Chinese Character Recognition. 441-447 - Woo-Young Kang, Kyung-Wha Park, Byoung-Tak Zhang:
Extremely Sparse Deep Learning Using Inception Modules with Dropfilters. 448-453 - Xiaohua Wei, Shujing Lu, Yue Lu:
Building a Compact MQDF Classifier by Sparse Coding and Vector Quantization Technique. 454-459 - Kaihuan Liang, Lianwen Jin, Zecheng Xie, XueFeng Xiao, Weiguo Huang:
A Comprehensive Analysis of Misclassified Handwritten Chinese Character Samples by Incorporating Human Recognition. 460-465 - Manoj Sharma, Anupama Ray
A Noise-Resilient Super-Resolution Framework to Boost OCR Performance. 466-471
Oral Session 6: Spotting and Information Retrieval
- Pau Riba
Improving Information Retrieval in Multiwriter Scenario by Exploiting the Similarity Graph of Document Terms. 475-480 - Sebastian Sudholt, Leonard Rothacker, Gernot A. Fink:
Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval. 481-486 - George Retsinas
Nonlinear Manifold Embedding on Keyword Spotting Using t-SNE. 487-492 - Sebastian Sudholt, Gernot A. Fink:
Evaluating Word String Embeddings and Loss Functions for CNN-Based Word Spotting. 493-498 - Lluis Gomez-Bigorda
LSDE: Levenshtein Space Deep Embedding for Query-by-String Word Spotting. 499-504
Oral Session 7: Offline Handwriting Recognition II
- Haisong Ding, Kai Chen, Ye Yuan, Meng Cai, Lei Sun, Sen Liang, Qiang Huo:
A Compact CNN-DBLSTM Based Character Model for Offline Handwriting Recognition with Tucker Decomposition. 507-512 - Giorgos Sfikas, George Retsinas
A PHOC Decoder for Lexicon-Free Handwritten Word Recognition. 513-518 - Meng Cai, Wenping Hu, Kai Chen, Lei Sun, Sen Liang, Xiongjian Mo, Qiang Huo:
An Open Vocabulary OCR System with Hybrid Word-Subword Language Models. 519-524 - Zhuo Chen, Yichao Wu, Fei Yin, Cheng-Lin Liu:
Simultaneous Script Identification and Handwriting Recognition via Multi-Task Learning of Recurrent Neural Networks. 525-530
Oral Session 8: Segmentation and Layout Analysis
- Satoshi Tsutsui, David J. Crandall:
A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks. 533-540 - Yue Xu, Wenhao He, Fei Yin, Cheng-Lin Liu:
Page Segmentation for Historical Handwritten Documents Using Fully Convolutional Networks. 541-546 - Cheng Chen, Jun Guo:
A General Approach for Handwritten Digits Segmentation Using Spectral Clustering. 547-552 - Liangcai Gao, Xiaohan Yi, Yuan Liao, Zhuoren Jiang, Zuoyu Yan, Zhi Tang:
A Deep Learning-Based Formula Detection Method for PDF Documents. 553-558
Poster Session 2
- Van Cuong Kieu, Dominique Stutzmann
Vacuity Measure for Handwritten Character Analysis. 561-566 - Natsuda Kaothanthong
Improving Thai Optical Character Recognition Using Circular-Scan Histogram. 567-572 - Tonghua Su
Propagation Based Prototype Prediction. 573-578 - Tie-Qiang Wang, Fei Yin, Cheng-Lin Liu:
Radical-Based Chinese Character Recognition via Multi-Labeled Learning of Deep Residual Networks. 579-584 - Hui Zhang, Hongxi Wei, Feilong Bao, Guanglai Gao:
Segmentation-Free Printed Traditional Mongolian OCR Using Sequence to Sequence with Attention Model. 585-590 - Yanwei Wang, Yuefang Sun, Changsong Liu:
Layout and Perspective Distortion Independent Recognition of Captured Chinese Document Image. 591-596 - Kenichiro Ofusa, Tomo Miyazaki
Glyph-Based Data Augmentation for Accurate Kanji Character Recognition. 597-602 - Qingqing Wang, Yue Lu:
Similar Handwritten Chinese Character Recognition Using Hierarchical CNN Model. 603-608 - Emna Hkiri, Souheyl Mallat, Mounir Zrigui:
Integrating Bilingual Named Entities Lexicon with Conditional Random Fields Model for Arabic Named Entities Recognition. 609-614 - Bartosz Bogacz, Maximilian Klingmann, Hubert Mara:
Automating Transliteration of Cuneiform from Parallel Lines with Sparse Data. 615-620 - Afnan H. Garoot, Maedeh Safar, Ching Y. Suen:
A Comprehensive Survey on Handwriting and Computerized Graphology. 621-626 - Shilpa Pandey
Core Region Detection for Off-Line Unconstrained Handwritten Latin Words Using Word Envelops. 627-632 - Bruno Stuner, Clément Chatelain
Self-Training of BLSTM with Lexicon Verification for Handwriting Recognition. 633-638 - Curtis Wigington, Seth Stewart, Brian L. Davis, Bill Barrett, Brian L. Price, Scott Cohen:
Data Augmentation for Recognition of Handwritten Words and Lines Using a CNN-LSTM Network. 639-645 - Théodore Bluche, Ronaldo O. Messina:
Gated Convolutional Recurrent Neural Networks for Multilingual Handwriting Recognition. 646-651 - Ruben Tolosana
Biometric Signature Verification Using Recurrent Neural Networks. 652-657 - Partha Sarathi Mukherjee
A Hybrid Model for End to End Online Handwriting Recognition. 658-663 - Manfei Liu, Lianwen Jin, Zecheng Xie:
PS-LSTM: Capturing Essential Sequential Online Information with Path Signature and LSTM for Writer Identification. 664-669 - Ting Guo, Yongtao Wang, Yafeng Zhou, Zheqi He
Geometric Object 3D Reconstruction from Single Line Drawing Image with Bottom-Up and Top-Down Classification and Sketch Generation. 670-676 - Purnendu Banerjee, Sumit Choudhary, Supriya Das, Himadri Majumdar, Srinivas Mukkamala, Rahul Roy, B. B. Chaudhuri:
A System for Creating Automatic Navigation among Architectural and Construction Documents. 677-682 - Francesco Banterle
VASESKETCH: Automatic 3D Representation of Pottery from Paper Catalog Drawings. 683-690 - Jorge Calvo-Zaragoza
Recognition of Handwritten Music Symbols with Convolutional Neural Codes. 691-696 - Xing-kun Han, Alimjan Aysa, Nurbiya Yadikar, Hornisa Mamat, Kurban Ubul:
Script Identification Based on Nonsubsampled Contourlet Transform. 697-702 - Jile Jiao, Jun Sun
A Convolutional Neural Network Based Two-Stage Document Deblurring. 703-707 - Xujun Peng, Huaigu Cao, Prem Natarajan:
Using Convolutional Encoder-Decoder for Document Image Binarization. 708-713 - Michael Stauffer
Ensembles for Graph-Based Keyword Spotting in Historical Handwritten Documents. 714-720 - Marina Ljubenovic, Lina Zhuang, Mário A. T. Figueiredo:
Class-Adapted Blind Deblurring of Document Images. 721-726 - Gaofeng Meng, Kun Yuan, Ying Wu, Shiming Xiang, Chunhong Pan:
Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction. 727-732 - Thomas M. Breuel:
Robust, Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks. 733-740 - Sébastien Eskenazi, Boris Bodin, Petra Gomez-Krämer, Jean-Marc Ogier:
A Perceptual Image Hashing Algorithm for Hybrid Document Security. 741-746 - Laiphangbam Melinda, Raghu Ghanapuram, Chakravarthy Bhagvati:
Document Layout Analysis Using Multigaussian Fitting. 747-752 - Jie Zou, Sameer K. Antani
Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. 753-758 - Xing Wang, Jyh-Charn Liu:
A Font Setting Based Bayesian Model to Extract Mathematical Expression in PDF Files. 759-764 - Qiuhao Lu, Youtian Du
Wikipedia-Based Entity Semantifying in Open Information Extraction. 765-770 - Azka Gilani, Shah Rukh Qasim
Table Detection Using Deep Learning. 771-776 - Sheikh Faisal Rashid, Abdullah Akmal, Muhammad Adnan, Ali Adnan Aslam, Andreas Dengel:
Table Recognition in Heterogeneous Documents Using Machine Learning. 777-782 - Nicholas R. Howe, Stephanie Xie:
Chronological Profiling for Paleography. 783-788 - Chun-Nam Yu, Caleb Carson Levy, Iraj Saniee:
Convolutional Neural Networks for Figure Extraction in Historical Technical Documents. 789-795 - Mira Suryani
The Handwritten Sundanese Palm Leaf Manuscript Dataset from 15th Century. 796-800 - Suman K. Ghosh, Ernest Valveny:
R-PHOC: Segmentation-Free Word Spotting Using CNN. 801-806 - Xiangyu Zhu, Yingying Jiang, Shuli Yang, Xiaobing Wang, Wei Li, Pei Fu, Hua Wang, Zhenbo Luo:
Deep Residual Text Detection Network for Scene Text. 807-812 - Wei Jia, Lei Sun, Zhuoyao Zhong, Xiongjian Mo, Guoen Ma, Qiang Huo:
A Robust Approach to Detecting Text from Images of Whiteboards and Handwritten Notes. 813-818 - Pengchao Li, Liangrui Peng, Junyang Cai, Xiaoqing Ding, Shuangkui Ge:
Attention Based RNN Model for Document Image Quality Assessment. 819-825 - Dao Wu, Rui Wang
Deep Strip-Based Network with Cascade Learning for Scene Text Localization. 826-831 - Toshiki Nakamura, Anna Zhu, Keiji Yanai
Scene Text Eraser. 832-837 - Sangheeta Roy, Palaiahnakote Shivakumara, Namita Jain
New Fuzzy-Mass Based Features for Video Image Type Categorization. 838-843 - Zbigniew Wojna
Attention-Based Extraction of Structured Information from Street View Imagery. 844-850 - Fangge Chen, Hirokatsu Kataoka, Yutaka Satoh:
Text Detection in Traffic Informatory Signs Using Synthetic Data. 851-858 - Nibal Nayef, Jean-Marc Ogier:
Semantic Text Detection in Born-Digital Images via Fully Convolutional Networks. 859-864 - Tae Ho Kil, Wonkyo Seo, Hyung Il Koo, Nam Ik Cho:
Robust Document Image Dewarping Method Using Text-Lines and Line Segments. 865-870 - Bastien Moysset, Christopher Kermorvant
Full-Page Text Recognition: Learning Where to Start and When to Stop. 871-876 - Mathias Seuret, Michele Alberti, Marcus Liwicki, Rolf Ingold
PCA-Initialized Deep Neural Networks Applied to Document Image Analysis. 877-882 - Muhammad Zeshan Afzal, Andreas Kölsch, Sheraz Ahmed, Marcus Liwicki:
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification. 883-888
Oral Session 9: Online Handwriting Recognition
- XueFeng Xiao, Yafeng Yang, Tasweer Ahmad, Lianwen Jin, Tianhai Chang:
Design of a Very Compact CNN Classifier for Online Handwritten Chinese Character Recognition Using DropWeight and Global Pooling. 891-895 - Anh Duc Le, Masaki Nakagawa:
Speedup of Parsing for Recognition of Online Handwritten Mathematical Expressions. 896-901 - Jianshu Zhang, Jun Du, Lirong Dai:
A GRU-Based Encoder-Decoder Approach with Attention for Online Handwritten Mathematical Expression Recognition. 902-907 - Ayushman Dash, Amit Sahu, Rajveer Shringi, John Cristian Borges Gamboa, Muhammad Zeshan Afzal, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
AirScript - Creating Documents in Air. 908-913 - Ting Zhang, Harold Mouchère
Tree-Based BLSTM for Mathematical Expression Recognition. 914-919
Oral Session 10: Scene Text Understanding
- Zhuoyao Zhong, Lei Sun, Qiang Huo:
Improved Localization Accuracy by LocNet for Faster R-CNN Based Text Detection. 923-928 - Cong Wang, Fei Yin, Cheng-Lin Liu:
Scene Text Detection with Novel Superpixel Based Character Candidate Extraction. 929-934 - Chee Kheng Chng, Chee Seng Chan
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition. 935-942 - Suman K. Ghosh, Ernest Valveny, Andrew D. Bagdanov
Visual Attention Models for Scene Text Recognition. 943-948 - Houssem Turki
Text Detection Based on MSER and CNN Features. 949-954
Oral Session 11: Historic Document Image Analysis
- Jerod J. Weinman:
Geographic and Style Models for Historical Map Alignment and Toponym Recognition. 957-964 - Kai Chen, Mathias Seuret, Jean Hennebert, Rolf Ingold
Convolutional Neural Networks for Page Segmentation of Historical Document Images. 965-970 - Adolfo Santoro
Assisted Transcription of Historical Documents by Keyword Spotting: A Performance Model. 971-976 - Huaigu Cao, Stephen Rawls, Prem Natarajan:
1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction. 977-982
Oral Session 12: Font, Writer, and Style Classification
- Chris Tensmeyer, Daniel Saunders, Tony R. Martinez:
Convolutional Neural Networks for Font Classification. 985-990 - Vincent Christlein, Martin Gropp, Stefan Fiel, Andreas K. Maier:
Unsupervised Feature Learning for Writer Identification and Writer Retrieval. 991-997 - Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Cheng-Lin Liu:
Handwriting Style Mixture Adaptation. 998-1003 - Shouta Ide, Seiichi Uchida:
How Does a CNN Manage Different Printing Types? 1004-1009
Poster Session 3
- Hussein Adnan Mohammed, Volker Märgner, Thomas Konidaris
Normalised Local Naïve Bayes Nearest-Neighbour Classifier for Offline Writer Identification. 1013-1018 - Tomoki Yamada, Mariko Hosoe, Kunihito Kato, Kazuhiko Yamamoto:
The Character Generation in Handwriting Feature Extraction Using Variational AutoEncoder. 1019-1024 - Mohamed Faouzi BenZeghiba:
A Comparative Study on Optical Modeling Units for Off-Line Arabic Text Recognition. 1025-1030 - Ruijie Yan, Liangrui Peng, GuangXiang Bin, Shengjin Wang, Yao Cheng:
Residual Recurrent Neural Network with Sparse Training for Offline Arabic Handwriting Recognition. 1031-1037 - Juan Ignacio Toledo, Sounak Dey, Alicia Fornés
Handwriting Recognition by Attribute Embedding and Recurrent Neural Networks. 1038-1043 - Bernardo Bentes Gatto
Subspace-Based Convolutional Network for Handwritten Character Recognition. 1044-1049 - Théodore Bluche, Jérôme Louradour, Ronaldo O. Messina:
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention. 1050-1055 - Anh Duc Le
Training an End-to-End System for Handwritten Mathematical Expression Recognition by Generated Patterns. 1056-1061 - Li Sun, Tonghua Su
GMU: A Novel RNN Neuron and Its Application to Handwriting Recognition. 1062-1067 - Kai Chen, Li Tian, Haisong Ding, Meng Cai, Lei Sun, Sen Liang, Qiang Huo:
A Compact CNN-DBLSTM Based Character Model for Online Handwritten Chinese Text Recognition. 1068-1073 - Xiaoran Qin, Yafeng Zhou, Zheqi He
A Faster R-CNN Based Method for Comic Characters Face Detection. 1074-1080 - Jorge Calvo-Zaragoza
Handwritten Music Recognition for Mensural Notation: Formulation, Data and Baseline Results. 1081-1086 - Po-Shen Lee, Sean T. Yang, Jevin D. West, Bill Howe:
PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms. 1087-1094 - Pengyuan Lyu
Auto-Encoder Guided GAN for Chinese Calligraphy Synthesis. 1095-1100 - Pranjal Kumar Rai, Sajal Maheshwari, Ishit Mehta, Parikshit Sakurikar, Vineet Gandhi:
Beyond OCRs for Document Blur Estimation. 1101-1107 - Khairun Saddami
Improved Thresholding Method for Enhancing Jawi Binarization Performance. 1108-1113 - Zhen Wang, Palaiahnakote Shivakumara, Tong Lu, Mahadevappa Basavanna
Fourier-Residual for Printer Identification. 1114-1119 - Daniel Prusa
Rank-Reducing Two-Dimensional Grammars for Document Layout Analysis. 1120-1125 - Héloïse Alhéritière, Florence Cloppet, Camille Kurtz
A Document Straight Line Based Segmentation for Complex Layout Extraction. 1126-1131 - Zied Selmi, Mohamed Ben Halima
Deep Learning System for Automatic License Plate Detection and Recognition. 1132-1138 - Nicholas Journet, Boris Mansencal
Massive, Free and Reproducible Grountruthed Document Image Databases Generation with DocCreator. 1139-1143 - Xiaode Zhang, Liangcai Gao, Ke Yuan, Runtao Liu, Zhuoren Jiang, Zhi Tang:
A Symbol Dominance Based Formulae Recognition Approach for PDF Documents. 1144-1149 - Zhaoyang Yang, Lianwen Jin, Ziyong Feng, Jun Sun
Identifying Machine-Printed and Handwritten Texts Using DropRegion and Deep Convolutional Network. 1150-1155 - Amir Riad, Christian Sporer, Syed Saqib Bukhari, Andreas Dengel:
Classification and Information Extraction for Complex and Nested Tabular Structures in Images. 1156-1161 - Sebastian Schreiber, Stefan Agne, Ivo Wolf
DeepDeSRT: Deep Learning for Detection and Structure Recognition of Tables in Document Images. 1162-1167 - Maroua Mehri
Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. 1168-1173 - Leonard Rothacker, Sebastian Sudholt, Eugen Rusakov, Matthias Kasperidus, Gernot A. Fink:
Word Hypotheses for Segmentation-Free Word Spotting in Historic Document Images. 1174-1179 - Akihito Kitadai, Miyuki Inoue, Yuichi Takata, Guohua Fang, Hajime Baba, Akihiro Watanabe, Satoshi Inoue:
Technologies and Improvements of Image Search Service for Handwritten Character Patterns on Japanese Historical Documents. 1180-1185 - Samuele Capobianco
DocEmul: A Toolkit to Generate Structured Historical Documents. 1186-1191 - Axel Jean-Caurant, Nouredine Tamani, Vincent Courboulay, Jean-Christophe Burie:
Lexicographical-Based Order for Post-OCR Correction of Named Entities. 1192-1197 - Manabu Okawa
Offline Signature Verification with VLAD Using Fused KAZE Features from Foreground and Background Signature Images. 1198-1203 - Moisés Díaz Cabrera
Recovering Western On-Line Signatures from Image-Based Specimens. 1204-1209 - Vivek Venugopal
A Vector Quantization Based Feature Descriptor for Online Signature Verification. 1210-1215 - Paul Maergner
A Structural Approach to Offline Signature Verification Using Graph Edit Distance. 1216-1222 - Francisco Cruz, Nicolas Sidere, Mickaël Coustaty
Local Binary Patterns for Document Forgery Detection. 1223-1228 - Asad Abbas, Khurram Khurshid, Faisal Shafait:
Towards Automated Ink Mismatch Detection in Hyperspectral Document Images. 1229-1236 - Albert Berenguel Centeno, Oriol Ramos Terrades
Evaluation of Texture Descriptors for Validation of Counterfeit Documents. 1237-1242 - Hossein Zeinali, Bagher BabaAli:
On the Usage of I-Vector Representation for Online Handwritten Signature Verification. 1243-1248 - Yirui Wu, Wenhai Wang, Shivakumara Palaiahnakote, Tong Lu:
A Robust Symmetry-Based Method for Scene/Video Text Detection through Neural Network. 1249-1254 - Xiaobing Wang, Yingying Jiang, Shuli Yang, Xiangyu Zhu, Wei Li, Pei Fu, Hua Wang, Zhenbo Luo:
End-to-End Scene Text Recognition in Videos Based on Multi Frame Tracking. 1255-1260 - Xavier Gironés, Carme Julià
Real-Time Text Localization in Natural Scene Images Using a Linear Spatial Filter. 1261-1268 - Chelhwon Kim, Patrick Chiu, Hideto Oda:
Capturing Handwritten Ink Strokes with a Fast Video Camera. 1269-1274 - Siyang Qin, Roberto Manduchi:
Cascaded Segmentation-Detection Networks for Word-Level Text Spotting. 1275-1282 - Houda Gaddour, Slim Kanoun, Nicole Vincent:
Color Stability and Homogeneity Regions to Detect Text in Real Scene Images: CSHR. 1283-1288 - Anna Zhu, Seiichi Uchida:
Scene Text Relocation with Guidance. 1289-1294 - Dinh Nguyen Van, Shijian Lu
Max-Pooling Based Scene Text Proposal for Scene Text Detection. 1295-1300 - Fuxi Jia, Cunzhao Shi, Yanna Wang, Chunheng Wang, Baihua Xiao:
Grayscale-Projection Based Optimal Character Segmentation for Camera-Captured Faint Text Recognition. 1301-1306 - Lucas de Souza Rodrigues, Edson Takashi Matsubara, Bruno Magalhães Nogueira:
Learning a Fast Bipartite Ranker for Text Documents Using Lexicographical Rankers and ROC Curves. 1307-1312 - Ke Qing, Rong Zhang:
A Multi-Label Neural Network Approach to Solving Connected CAPTCHAs. 1313-1317 - Andreas Kölsch, Muhammad Zeshan Afzal, Markus Ebbecke, Marcus Liwicki:
Real-Time Document Image Classification Using Deep CNN and Extreme Learning Machines. 1318-1323 - Shunichi Kimura, Eiichi Tanaka, Masanori Sekino, Takuya Sakurai, Satoshi Kubota, Ikken So, Yutaka Koshi:
A Man-Machine Cooperating System Based on the Generalized Reject Model. 1324-1329 - Lei Jing, Zeyang Dai, Yiming Zhou:
Wearable Handwriting Recognition with an Inertial Sensor on a Finger Nail. 1330-1337 - Rishiraj Saha Roy, Abhijeet Singh, Prashant Chawla, Shubham Saxena, Atanu R. Sinha:
Automatic Assignment of Topical Icons to Documents for Faster File Navigation. 1338-1345 - Utpal Garain, Onkar Arun Pandit, Olivier Augereau, Ayano Okoso, Koichi Kise:
Identification of Reader Specific Difficult Words by Analyzing Eye Gaze and Document Content. 1346-1351
Competitions
- Markus Diem
cBAD: ICDAR2017 Competition on Baseline Detection. 1355-1360 - Fotini Simistira, Manuel Bouillon, Mathias Seuret, Marcel Würsch
ICDAR2017 Competition on Layout Analysis for Challenging Medieval Manuscripts. 1361-1370 - Florence Cloppet, Véronique Eglin, Marlene Helias-Baron, Van Cuong Kieu, Nicole Vincent, Dominique Stutzmann:
ICDAR2017 Competition on the Classification of Medieval Handwritings in Latin Script. 1371-1376 - Stefan Fiel, Florian Kleber
ICDAR2017 Competition on Historical Document Writer Identification (Historical-WI). 1377-1382 - Joan-Andreu Sánchez
ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset. 1383-1388 - Alicia Fornés
ICDAR2017 Competition on Information Extraction in Historical Handwritten Records. 1389-1394 - Ioannis Pratikakis, Konstantinos Zagoris, George Barlas, Basilis Gatos:
ICDAR2017 Competition on Document Image Binarization (DIBCO 2017). 1395-1403 - Christian Clausner
ICDAR2017 Competition on Recognition of Documents with Complex Layouts - RDCL2017. 1404-1410 - Christian Clausner
ICDAR2017 Competition on Recognition of Early Indian Printed Documents - REID2017. 1411-1416 - Liangcai Gao, Xiaohan Yi, Zhuoren Jiang, Leipeng Hao, Zhi Tang:
ICDAR2017 Competition on Page Object Detection. 1417-1422 - Guillaume Chiron, Antoine Doucet
ICDAR2017 Competition on Post-OCR Text Correction. 1423-1428 - Baoguang Shi, Cong Yao, Minghui Liao, Mingkun Yang, Pei Xu, Linyan Cui, Serge J. Belongie
ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17). 1429-1434 - Raul Gomez, Baoguang Shi, Lluis Gomez-Bigorda
ICDAR2017 Robust Reading Challenge on COCO-Text. 1435-1443 - Chun Yang, Xu-Cheng Yin, Hong Yu, Dimosthenis Karatzas
ICDAR2017 Robust Reading Challenge on Text Extraction from Biomedical Literature Figures (DeTEXT). 1444-1447 - Masakazu Iwamura
ICDAR2017 Robust Reading Challenge on Omnidirectional Video. 1448-1453 - Nibal Nayef, Fei Yin, Imen Bizid, Hyunsoo Choi, Yuan Feng, Dimosthenis Karatzas
ICDAR2017 Robust Reading Challenge on Multi-Lingual Scene Text Detection and Script Identification - RRC-MLT. 1454-1459 - Oussama Zayene, Jean Hennebert, Rolf Ingold
ICDAR2017 Competition on Arabic Text Detection and Recognition in Multi-Resolution Video Frames. 1460-1465 - Fouad Slimane, Rolf Ingold
ICDAR2017 Competition on Multi-Font and Multi-Size Digitally Represented Arabic Text. 1466-1472
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