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ORCID16th ICFHR 2018: Niagara Falls, NY, USA
- 16th International Conference on Frontiers in Handwriting Recognition, ICFHR 2018, Niagara Falls, NY, USA, August 5-8, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-5875-8
Oral Session 1: Document Segmentation and Understanding
- Wei Jia, Zhuoyao Zhong, Lei Sun, Qiang Huo:
A CNN-Based Approach to Detecting Text from Images of Whiteboards and Handwritten Notes. 1-6 - Sofia Ares Oliveira, Benoit Seguin, Frédéric Kaplan
:
dhSegment: A Generic Deep-Learning Approach for Document Segmentation. 7-12 - Dona Valy, Michel Verleysen, Sophea Chhun, Jean-Christophe Burie:
Character and Text Recognition of Khmer Historical Palm Leaf Manuscripts. 13-18 - Bhargava Urala Kota, Kenny Davila, Alexander Stone, Srirangaraj Setlur, Venu Govindaraju:
Automated Detection of Handwritten Whiteboard Content in Lecture Videos for Summarization. 19-24 - Andreas Kölsch, Ashutosh Mishra, Saurabh Varshneya, Muhammad Zeshan Afzal, Marcus Liwicki:
Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks. 25-31
Oral Session 2: Word/Object Spotting
- Kartik Dutta, Praveen Krishnan, Minesh Mathew, C. V. Jawahar:
Towards Spotting and Recognition of Handwritten Words in Indic Scripts. 32-37 - Eugen Rusakov, Leonard Rothacker, Hyunho Mo, Gernot A. Fink:
A Probabilistic Retrieval Model for Word Spotting Based on Direct Attribute Prediction. 38-43 - Eva Lang, Joan Puigcerver, Alejandro H. Toselli, Enrique Vidal:
Probabilistic Indexing and Search for Information Extraction on Handwritten German Parish Records. 44-49 - Kenny Davila, Richard Zanibbi:
Visual Search Engine for Handwritten and Typeset Math in Lecture Videos and LATEX Notes. 50-55
Oral Session 3: Data Augmentation
- Manfei Liu, Zecheng Xie, Yaoxiong Huang, Lianwen Jin, Weiying Zhou:
Distilling GRU with Data Augmentation for Unconstrained Handwritten Text Recognition. 56-61 - Cong Wang, Fei Yin, Cheng-Lin Liu:
Memory-Augmented Attention Model for Scene Text Recognition. 62-67 - Kazuaki Nakamura, Eiji Miyazaki, Naoko Nitta, Noboru Babaguchi:
Generating Handwritten Character Clones from an Incomplete Seed Character Set using Collaborative Filtering. 68-73 - Nam Tuan Ly, Cuong Tuan Nguyen, Masaki Nakagawa:
Training an End-to-End Model for Offline Handwritten Japanese Text Recognition by Generated Synthetic Patterns. 74-79
Oral Session 4: CNNs for Handwriting Recognition
- Kartik Dutta, Praveen Krishnan, Minesh Mathew, C. V. Jawahar:
Improving CNN-RNN Hybrid Networks for Handwriting Recognition. 80-85 - Felipe Petroski Such, Dheeraj Peri, Frank Brockler, Paul Hutkowski, Raymond W. Ptucha:
Fully Convolutional Networks for Handwriting Recognition. 86-91 - Brian Kenji Iwana, Minoru Mori, Akisato Kimura, Seiichi Uchida:
Introducing Local Distance-Based Features to Temporal Convolutional Neural Networks. 92-97 - Yuchen Zheng, Brian Kenji Iwana, Seiichi Uchida:
Discovering Class-Wise Trends of Max-Pooling in Subspace. 98-103
Oral Session 5: Recurrent Neural Networks for Character Recognition
- Wenchao Wang, Jianshu Zhang, Jun Du, Zi-Rui Wang, Yixing Zhu:
DenseRAN for Offline Handwritten Chinese Character Recognition. 104-109 - Yafeng Yang, Kaihuan Liang, XueFeng Xiao, Zecheng Xie, Lianwen Jin, Jun Sun, Weiying Zhou:
Accelerating and Compressing LSTM Based Model for Online Handwritten Chinese Character Recognition. 110-115 - Lorenzo Quirós, Vicente Bosch, Lluis Serrano, Alejandro Héctor Toselli Rossi, Enrique Vidal:
From HMMs to RNNs: Computer-Assisted Transcription of a Handwritten Notarial Records Collection. 116-121 - Martin Jenckel, Syed Saqib Bukhari, Andreas Dengel:
Transcription Free LSTM OCR Model Evaluation. 122-126 - Dayvid Castro, Byron L. D. Bezerra, Mêuser Valença:
Boosting the Deep Multidimensional Long-Short-Term Memory Network for Handwritten Recognition Systems. 127-132
Oral Session 6: Transfer Learning
- Christopher Tensmeyer, Curtis Wigington, Brian L. Davis, Seth Stewart, Tony R. Martinez, William Barrett:
Language Model Supervision for Handwriting Recognition Model Adaptation. 133-138 - Haisong Ding, Kai Chen, Wenping Hu, Meng Cai, Qiang Huo:
Building Compact CNN-DBLSTM Based Character Models for Handwriting Recognition and OCR by Teacher-Student Learning. 139-144 - Wenchao Wang, Jun Du, Zi-Rui Wang:
Parsimonious HMMs for Offline Handwritten Chinese Text Recognition. 145-150 - Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Jun Sun, Cheng-Lin Liu:
Deep Transfer Mapping for Unsupervised Writer Adaptation. 151-156
Oral Session 7: Signature/Writer Verification
- Moisés Díaz, Miguel A. Ferrer, Jose J. Quintana:
Robotic Arm Motion for Verifying Signatures. 157-162 - Paul Maergner, Nicholas R. Howe, Kaspar Riesen, Rolf Ingold, Andreas Fischer:
Offline Signature Verification Via Structural Methods: Graph Edit Distance and Inkball Models. 163-168 - Abhishek Sharma, Suresh Sundaram:
Histogram-Based Matching of GMM Encoded Features for Online Signature Verification. 169-174 - Songxuan Lai, Lianwen Jin:
Learning Discriminative Feature Hierarchies for Off-Line Signature Verification. 175-180 - Jun Chu, Mohammad Abuzar Shaikh, Mihir Chauhan, Lu Meng, Sargur N. Srihari:
Writer Verification using CNN Feature Extraction. 181-186
Poster Sessions
Poster Session 1
- Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Sargur N. Srihari:
Hybrid Feature Learning for Handwriting Verification. 187-192 - Chandranath Adak, Bidyut B. Chaudhuri, Michael Blumenstein:
A Study on Idiosyncratic Handwriting with Impact on Writer Identification. 193-198 - Hailin Yang, Lianwen Jin, Jifeng Sun:
Recognition of Chinese Text in Historical Documents with Page-Level Annotations. 199-204 - Zhe Li, Lianwen Jin, Songxuan Lai:
Rotation-Free Online Handwritten Chinese Character Recognition using Two-Stage Convolutional Neural Network. 205-210 - Manuel Keglevic, Stefan Fiel, Robert Sablatnig:
Learning Features for Writer Retrieval and Identification using Triplet CNNs. 211-216 - Florian Kleber, Markus Diem, Hervé Déjean, Jean-Luc Meunier, Eva Maria Lang:
Matching Table Structures of Historical Register Books using Association Graphs. 217-222 - Zhengqi Cai, Weilan Wang:
2DLDA-Based Compound Distance for Similar Online Handwritten Tibetan Transliteration of the Sanskrit Character Recognition. 223-228 - Muna Khayyat, Ching Y. Suen:
Improving Word Spotting System Performance using Ensemble Classifier Combination Methods. 229-234 - Kartik Dutta, Minesh Mathew, Praveen Krishnan, C. V. Jawahar:
Localizing and Recognizing Text in Lecture Videos. 235-240 - Ehsan Kiumarsi, Alireza Alaei:
A Hybrid Method for Text Line Extraction in Handwritten Document Images. 241-246 - Francisco Alvaro, Daniel Martín-Albo:
Crowdsourcing Online Handwriting Acquisition to Develop and Deploy a Unicode Character Classifier. 247-252 - Harald Scheidl, Stefan Fiel, Robert Sablatnig:
Word Beam Search: A Connectionist Temporal Classification Decoding Algorithm. 253-258 - Panagiotis Kaddas, Basilis Gatos:
A Deep Convolutional Encoder-Decoder Network for Page Segmentation of Historical Handwritten Documents Into Text Zones. 259-264 - Patrick Schone, Christian Hargraves, Jon Morrey, Rachael Day, Mindy Jacox:
Neural Text Line Segmentation of Multilingual Print and Handwriting with Recognition-Based Evaluation. 265-272 - Omar Krichen, Nathalie Girard, Éric Anquetil, Simon Corbillé, Mickaël Renault:
Real-Time Interpretation of Hand-Drawn Sketches with Extended Hierarchical bi-Dimensional Grammar. 273-278 - Annapurna Sharma, Dinesh Babu Jayagopi:
Automated Grading of Handwritten Essays. 279-284 - Mohammad Tanvir Parvez, Sardar Anisul Haque:
Multi-Perspective Multi-Modal Trajectory Descriptions for Handwritten Strokes. 285-290 - Verónica Romero-Gomez, Joan-Andreu Sánchez, Alejandro Héctor Toselli:
Active Learning in Handwritten Text Recognition using the Derivational Entropy. 291-296 - Made Windu Antara Kesiman, Jean-Christophe Burie, Jean-Marc Ogier, Philippe Grangé:
Training Schemes for the Transliteration of the Balinese Script Into the Latin Script on Palm Leaf Manuscript Images. 297-302 - Vinh Loc Cu, Jean-Christophe Burie, Jean-Marc Ogier:
Watermarking for Security Issue of Handwritten Documents with Fully Convolutional Networks. 303-308 - Adeline Granet, Emmanuel Morin, Harold Mouchère, Solen Quiniou, Christian Viard-Gaudin:
Separating Optical and Language Models Through Encoder-Decoder Strategy for Transferable Handwriting Recognition. 309-314 - George Retsinas, Giorgos Sfikas, Georgios Louloudis, Nikolaos Stamatopoulos, Basilis Gatos:
Compact Deep Descriptors for Keyword Spotting. 315-320 - Subhasis Mandal, Himakshi Choudhury, S. R. Mahadeva Prasanna, Suresh Sundaram:
DNN-HMM Based Large Vocabulary Online Handwritten Assamese Word Recognition System. 321-326 - Tanmoy Mondal, Mickaël Coustaty:
Constrained and Parametric Dynamic Programming for Word Image Retrieval. 327-332 - Vinaychandran Pondenkandath, Michele Alberti, Nicole Eichenberger, Rolf Ingold, Marcus Liwicki:
Identifying Cross-Depicted Historical Motifs. 333-338
Poster Session 2
- Jinyuan Zhao, Cunzhao Shi, Fuxi Jia, Yanna Wang, Baihua Xiao:
An Effective Binarization Method for Disturbed Camera-Captured Document Images. 339-344 - Sukalpa Chanda, Jochem Baas, Daniel Haitink, Sébastien Hamel, Dominique Stutzmann, Lambert Schomaker:
Zero-Shot Learning Based Approach For Medieval Word Recognition using Deep-Learned Features. 345-350 - Gioele Crispo, Moisés Díaz, Angelo Marcelli, Miguel A. Ferrer:
Tracking the Ballistic Trajectory in Complex and Long Handwritten Signatures. 351-356 - Vicente Bosch Campos, Verónica Romero-Gomez, Alejandro Héctor Toselli Rossi, Enrique Vidal-Ruiz:
Text Line Extraction Based on Distance Map Features and Dynamic Programming. 357-362 - Bartosz Bogacz, Hubert Mara:
Feature Descriptors for Spotting 3D Characters on Triangular Meshes. 363-368 - Abdeljalil Gattal, Chawki Djeddi, Imran Siddiqi, Somaya Al-Máadeed:
Writer Identification on Historical Documents using Oriented Basic Image Features. 369-373 - Berat Kurar Barakat, Ahmad Droby, Majeed Kassis, Jihad El-Sana:
Text Line Segmentation for Challenging Handwritten Document Images using Fully Convolutional Network. 374-379 - Nishatul Majid, Elisa H. Barney Smith:
Introducing the Boise State Bangla Handwriting Dataset and an Efficient Offline Recognizer of Isolated Bangla Characters. 380-385 - Palaiahnakote Shivakumara, V. Basavaraja, Harsha S. Gowda, D. S. Guru, Umapada Pal, Tong Lu:
A New RGB Based Fusion for Forged IMEI Number Detection in Mobile Images. 386-391 - B. J. Navya, Palaiahnakote Shivakumara, G. C. Swetha, Sangheeta Roy, D. S. Guru, Umapada Pal, Tong Lu:
Adaptive Multi-Gradient Kernels for Handwritting Based Gender Identification. 392-397 - Vivek Venugopal, Surbhi Pillai, Suresh Sundaram:
A Hierarchical Codebook Descriptor Approach for Online Writer Identification. 398-403 - Prasun Roy, Subhankar Ghosh, Umapada Pal:
A CNN Based Framework for Unistroke Numeral Recognition in Air-Writing. 404-409 - Subhasis Mandal, Syed Shahnawazuddin, Rohit Sinha, S. R. Mahadeva Prasanna, Suresh Sundaram:
Exploring Sparse Representation for Improved Online Handwriting Recognition. 410-415 - Nabin Sharma, Ranju Mandal, Rabi Sharma, Umapada Pal, Michael Blumenstein:
Signature and Logo Detection using Deep CNN for Document Image Retrieval. 416-422 - Michele Alberti, Vinaychandran Pondenkandath, Marcel Würsch, Rolf Ingold, Marcus Liwicki:
DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments. 423-428 - José Carlos Aradillas Jaramillo, Juan José Murillo-Fuentes, Pablo M. Olmos:
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning. 429-434 - Hung Tuan Nguyen, Cuong Tuan Nguyen, Masaki Nakagawa:
Online Japanese Handwriting Recognizers using Recurrent Neural Networks. 435-440 - Mariko Hosoe, Tomoki Yamada, Kunihito Kato, Kazuhiko Yamamoto:
Offline Text-Independent Writer Identification Based on Writer-Independent Model using Conditional AutoEncoder. 441-446 - Syed Saqib Bukhari, Sumam Francis, Cannannore Nidhi Narayana Kamath, Andreas Dengel:
An Investigative Analysis of Different LSTM Libraries for Supervised and Unsupervised Architectures of OCR Training. 447-452 - Insaf Setitra, Abdelkrim Meziane:
Angle Minimization and Graph Analysis for Text Line Segmentation in Handwritten Documents. 453-458 - Céline Rémi, Jimmy Nagau, Jean Vaillant, Alin Dorville, Rejean Plamondon:
Multimodal Acquisition and Analysis of Children Handwriting for the Study of the Efficiency of Their Handwriting Movements: The @MaGma Challenge. 459-464 - Seth Stewart, Lucas Pinto, Bill Barrett:
Segmentation and Stitching Improves Handwriting Recognition on Datasets with Few Samples. 465-470
Poster Session 3
- Christian Clausner, Apostolos Antonacopoulos, Nora McGregor, Daniel G. Wilson-Nunn:
ICFHR 2018 Competition on Recognition of Historical Arabic Scientific Manuscripts - RASM2018. 471-476 - Tobias Strauß, Gundram Leifert, Roger Labahn, Tobias Hodel, Günter Mühlberger:
ICFHR2018 Competition on Automated Text Recognition on a READ Dataset. 477-482 - Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Setiawan Hadi, Michel Verleysen, Sophea Chhun, Jean-Marc Ogier:
ICFHR 2018 Competition On Document Image Analysis Tasks for Southeast Asian Palm Leaf Manuscripts. 483-488 - Ioannis Pratikakis, Konstantinos Zagoris, Panagiotis Kaddas, Basilis Gatos:
ICFHR 2018 Competition on Handwritten Document Image Binarization (H-DIBCO 2018). 489-493 - Hung Tuan Nguyen, Cuong Tuan Nguyen, Masaki Nakagawa:
ICFHR 2018 - Competition on Vietnamese Online Handwritten Text Recognition using HANDS-VNOnDB (VOHTR2018). 494-499 - Hemmaphan Suwanwiwat, Abhijit Das, Umapada Pal, Michael Blumenstein:
ICFHR 2018 Competition on Thai Student Signatures and Name Components Recognition and Verification (TSNCRV2018). 500-505 - Chawki Djeddi, Somaya Al-Máadeed, Imran Siddiqi, Abdeljalil Gattal, Sheng He, Younes Akbari:
ICFHR 2018 Competition on Multi-Script Writer Identification. 506-510 - Manohar Karki, Qun Liu, Robert DiBiano, Saikat Basu, Supratik Mukhopadhyay:
Pixel-Level Reconstruction and Classification for Noisy Handwritten Bangla Characters. 511-516 - Pooja Keshri, Prabhat Kumar, Rajib Ghosh:
RNN Based Online Handwritten Word Recognition in Devanagari Script. 517-522 - Sauradip Nag, Palaiahnakote Shivakumara, Yirui Wu, Umapada Pal, Tong Lu:
New COLD Feature Based Handwriting Analysis for Enthnicity/Nationality Identification. 523-527 - Jialuo Chen, Pau Riba, Alicia Fornés, Joan Mas, Josep Lladós, Joana Maria Pujadas-Mora:
Word-Hunter: A Gamesourcing Experience to Validate the Transcription of Historical Manuscripts. 528-533 - Hussein Adnan Mohammed, Volker Märgner, H. Siegfried Stiehl:
Writer Identification for Historical Manuscripts: Analysis and Optimisation of a Classifier as an Easy-to-Use Tool for Scholars from the Humanities. 534-539 - Victor Kleber Santos Leite Melo, Byron Leite Dantas Bezerra:
A Fully Convolutional Network for Signature Segmentation from Document Images. 540-545 - Supriya Das, Purnendu Banerjee, Bhagesh Seraogi, Himadri Majumder, Srinivas Mukkamala, Rahul Roy, Bidyut Baran Chaudhuri:
Hand-Written and Machine-Printed Text Classification in Architecture, Engineering & Construction Documents. 546-551 - Taihei Hayashi, Keiji Gyohten, Hidehiro Ohki, Toshiya Takami:
A Study of Data Augmentation for Handwritten Character Recognition using Deep Learning. 552-557 - Jorge Calvo-Zaragoza, Alejandro H. Toselli, Enrique Vidal:
Probabilistic Music-Symbol Spotting in Handwritten Scores. 558-563 - Momina Moetesum, Imran Siddiqi, Chawki Djeddi, Yaâcoub Hannad, Somaya Al-Máadeed:
Data Driven Feature Extraction for Gender Classification using Multi-Script Handwritten Texts. 564-569 - Fabian Hollaus, Markus Diem, Robert Sablatnig:
MultiSpectral Image Binarization using GMMs. 570-575 - Olha Zubarieva, Ivan Deriuga, Vadym Holosko, Tetiana Ignatova:
Space Balancing in Online Handwriting Recognition Postprocessing using Deep Bidirectional LSTM. 576-581 - Hanene Boukerma, Christophe Choisy, Abdallah Benouareth, Nadir Farah, Mohamed Cheriet:
Hybrid Two-Dimensional Recognizer Based on the NSHP-HMM Model. 582-586 - Amirali Darvishzadeh, Negin Entezari, Thomas F. Stahovich:
Finding the Answer: Techniques for Locating Students' Answers in Handwritten Problem Solutions. 587-592
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