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ORCID14th 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, Josep Lladós, Alicia Fornés:
Pyramidal Stochastic Graphlet Embedding for Document Pattern Classification. 33-38 - Jan Hajic, Pavel Pecina:
The MUSCIMA++ Dataset for Handwritten Optical Music Recognition. 39-46 - Anuradha Madugalla, Kim Marriott, Simone Marinai:
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, Claude F. Touzet, Hervé Glotin:
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, Thierry Paquet, Yann Soullard, Pierrick Tranouez:
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, Bidyut B. Chaudhuri, Michael Blumenstein:
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 - Rubén Tolosana, Rubén Vera-Rodríguez, Richard M. Guest, Julian Fiérrez, Javier Ortega-Garcia:
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, Umapada Pal, Partha Pratim Roy:
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, Andreas K. Maier:
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, Mickaël Coustaty:
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, Hisham Hashmi, Sheraz Ahmed, Andreas Dengel:
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, Pei Fu:
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, Camille Kurtz, Laurent Wendling:
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, Joan Puigcerver, Dominique Stutzmann, Alejandro H. Toselli, Enrique Vidal:
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, MengYi En, Jianqiang Li, Haibin Zhang:
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, Vasiliy V. Postnikov, Dmitriy Polevoy, Natalya Skoryukina, Timofey S. Chernov, Julia Shemiakina, Arseniy P. Mukovozov, Ivan Konovalenko, Mikhail Povolotsky:
Segments Graph-Based Approach for Document Capture in a Smartphone Video Stream. 337-342 - Emilien Royer, Joseph Chazalon, Marçal Rusiñol, Frédéric Bouchara:
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, Richard Zanibbi:
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, Liangrui Peng, Changsong Liu, Xiaoqing Ding:
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, Seiichi Uchida:
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, Florian Laws:
CloudScan - A Configuration-Free Invoice Analysis System Using Recurrent Neural Networks. 406-413 - Benjamin Bruno Meier, Thilo Stadelmann, Jan Stampfli, Marek Arnold, Mark Cieliebak:
Fully Convolutional Neural Networks for Newspaper Article Segmentation. 414-419 - Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta:
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, Santanu Chaudhury, Brejesh Lall:
A Noise-Resilient Super-Resolution Framework to Boost OCR Performance. 466-471
Oral Session 6: Spotting and Information Retrieval
- Pau Riba, Anjan Dutta, Sounak Dey, Josep Lladós, Alicia Fornés:
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, Nikolaos Stamatopoulos, Georgios Louloudis, Giorgos Sfikas, Basilis Gatos:
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, Marçal Rusiñol, Dimosthenis Karatzas:
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, Basilis Gatos:
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, Nicole Vincent:
Vacuity Measure for Handwritten Character Analysis. 561-566 - Natsuda Kaothanthong, Thanaruk Theeramunkong, Jinhee Chun:
Improving Thai Optical Character Recognition Using Circular-Scan Histogram. 567-572 - Tonghua Su, Hongliang Dai, Ce Liu, Lijun Yu:
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, Yoshihiro Sugaya, Shinichiro Omachi:
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, Gaurav Harit:
Core Region Detection for Off-Line Unconstrained Handwritten Latin Words Using Word Envelops. 627-632 - Bruno Stuner, Clément Chatelain, Thierry Paquet:
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 - Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Javier Ortega-Garcia:
Biometric Signature Verification Using Recurrent Neural Networks. 652-657 - Partha Sarathi Mukherjee, Bappaditya Chakraborty, Ujjwal Bhattacharya, Swapan Kumar Parui:
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, Zhi Tang:
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, Barak Itkin, Matteo Dellepiane, Lior Wolf, Marco Callieri, Nachum Dershowitz, Roberto Scopigno:
VASESKETCH: Automatic 3D Representation of Pottery from Paper Catalog Drawings. 683-690 - Jorge Calvo-Zaragoza, Antonio Javier Gallego, Antonio Pertusa:
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, Satoshi Naoi:
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, Andreas Fischer, Kaspar Riesen:
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