Character and Text Segmentation and Extraction

• 
  Shehzad Muhammad Hanif, Lionel Prevost: Text Detection and Localization in Complex Scene Images using Constrained AdaBoost Algorithm. 1-5
• 
  Yi-Feng Pan, Xinwen Hou, Cheng-Lin Liu: Text Localization in Natural Scene Images Based on Conditional Random Field. 6-10
• 
  Partha Pratim Roy, Umapada Pal, Josep Lladós, Mathieu Delalandre: Multi-Oriented and Multi-Sized Touching Character Segmentation Using Dynamic Programming. 11-15
• 
  Seiichi Uchida, Ryoji Hattori, Masakazu Iwamura, Shinichiro Omachi, Koichi Kise: Conspicuous Character Patterns. 16-20

Learning Techniques for Handwriting Recognition

• 
  Philippe Dreuw, David Rybach, Christian Gollan, Hermann Ney: Writer Adaptive Training and Writing Variant Model Refinement for Offline Arabic Handwriting Recognition. 21-25
• 
  Gregory R. Ball, Sargur N. Srihari: Semi-supervised Learning for Handwriting Recognition. 26-30
• 
  Volkmar Frinken, Horst Bunke: Evaluating Retraining Rules for Semi-Supervised Learning in Neural Network Based Cursive Word Recognition. 31-35
• 
  Yongqiang Wang, Qiang Huo: Design Compact Recognizers of Handwritten Chinese Characters Using Precision Constrained Gaussian Models, Minimum Classification Error Training and Parameter Compression. 36-40

Forensic Document Analysis

• 
  Muhammad Talal Ibrahim, Matthew J. Kyan, M. Aurangzeb Khan, Khurram Saleem Alimgeer, Ling Guan: On-Line Signature Verification: Directional Analysis of a Signature Using Weighted Relative Angle Partitions for Exploitation of Inter-Feature Dependencies. 41-45
• 
  Daigo Muramatsu, Kumiko Yasuda, Takashi Matsumoto: Biometric Person Authentication Method Using Camera-Based Online Signature Acquisition. 46-50
• 
  Jin Chen, Daniel P. Lopresti, Fabian Monrose: Toward Resisting Forgery Attacks via Pseudo-Signatures. 51-55
• 
  Guo Xian Tan, Christian Viard-Gaudin, Alex C. Kot: Impact of Alphabet Knowledge on Online Writer Identification. 56-60

Camera and Video Document Analysis

• 
  Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel: Coupled Snakelet Model for Curled Textline Segmentation of Camera-Captured Document Images. 61-65
• 
  Trung Quy Phan, Palaiahnakote Shivakumara, Chew Lim Tan: A Laplacian Method for Video Text Detection. 66-70
• 
  Jian Yi, Yuxin Peng, Jianguo Xiao: Using Multiple Frame Integration for the Text Recognition of Video. 71-75
• 
  Masakazu Iwamura, Tomohiko Tsuji, Akira Horimatsu, Koichi Kise: Real-Time Camera-Based Recognition of Characters and Pictograms. 76-80

Online Handwriting Analysis and Recognition - I

• 
  Abdullah Almaksour, Éric Anquetil: Fast Incremental Learning Strategy Driven by Confusion Reject for Online Handwriting Recognition. 81-85
• 
  Naveen Chandra Tewari, Anoop M. Namboodiri: Learning and Adaptation for Improving Handwritten Character Recognizers. 86-90
• 
  Zhibin Huang, Kai Ding, Lianwen Jin, Xue Gao: Writer Adaptive Online Handwriting Recognition Using Incremental Linear Discriminant Analysis. 91-95
• 
  Verónica Romero, Alejandro Hector Toselli, Enrique Vidal: Using Mouse Feedback in Computer Assisted Transcription of Handwritten Text Images. 96-100

Information Spotting

• 
  Partha Pratim Roy, Umapada Pal, Josep Lladós: Seal Detection and Recognition: An Approach for Document Indexing. 101-105
• 
  Florent Perronnin, José A. Rodríguez-Serrano: Fisher Kernels for Handwritten Word-spotting. 106-110
• 
  Marçal Rusiñol, Josep Lladós: Logo Spotting by a Bag-of-words Approach for Document Categorization. 111-115
• 
  Kengo Terasawa, Yuzuru Tanaka: Slit Style HOG Feature for Document Image Word Spotting. 116-120

Poster Session I

• 
  H. N. Prakash, D. S. Guru: Geometric Centroids and their Relative Distances for Off-line Signature Verification. 121-125
• 
  Jesus Francisco Vargas Bonilla, Miguel Angel Ferrer-Ballester, Carlos Manuel Travieso-González, Jesús Bernardino Alonso Hernández: Offline Signature Verification Based on Pseudo-Cepstral Coefficients. 126-130
• 
  Javier Galbally, Julian Fiérrez, Marcos Martinez-Diaz, Javier Ortega-Garcia: Evaluation of Brute-force Attack to Dynamic Signature Verification Using Synthetic Samples. 131-135
• 
  Marco Block, Maxim Schaubert, Fabian Wiesel, Raúl Rojas: Multi-Exposure Document Fusion Based on Edge-Intensities. 136-140
• 
  Hideaki Goto, Makoto Tanaka: Text-Tracking Wearable Camera System for the Blind. 141-145
• 
  Tomohiro Nakai, Koichi Kise, Masakazu Iwamura: Real-Time Retrieval for Images of Documents in Various Languages Using a Web Camera. 146-150
• 
  George Nagy, Bryan Clifford, Andrew Berg, Glenn Saunders, Daniel P. Lopresti, Elisa H. Barney Smith: Camera-Based Ballot Counter. 151-155
• 
  Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan: A Gradient Difference Based Technique for Video Text Detection. 156-160
• 
  Abdul Rahim Ahmad, Christian Viard-Gaudin, Marzuki Khalid: Lexicon-Based Word Recognition Using Support Vector Machine and Hidden Markov Model. 161-165
• 
  Egyul Kim, Seonghun Lee, Jin Hyung Kim: Scene Text Extraction Using Focus of Mobile Camera. 166-170
• 
  Ujjwal Bhattacharya, Swapan K. Parui, Srikanta Mondal: Devanagari and Bangla Text Extraction from Natural Scene Images. 171-175
• 
  Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju: A Steerable Directional Local Profile Technique for Extraction of Handwritten Arabic Text Lines. 176-180
• 
  Antonio Clavelli, Dimosthenis Karatzas: Text Segmentation in Colour Posters from the Spanish Civil War Era. 181-185
• 
  Jérôme Landré, Frédéric Morain-Nicolier, Su Ruan: Ornamental Letters Image Classification Using Local Dissimilarity Maps. 186-190
• 
  Ataru Ohkura, Daisuke Deguchi, Tomokazu Takahashi, Ichiro Ide, Hiroshi Murase: Low-Resolution Character Recognition by Video-Based Super-Resolution. 191-195
• 
  Tetsushi Wakabayashi, Umapada Pal, Fumitaka Kimura, Yasuji Miyake: F-ratio Based Weighted Feature Extraction for Similar Shape Character Recognition. 196-200
• 
  Mahdi Hamdani, Haikal El Abed, Monji Kherallah, Adel M. Alimi: Combining Multiple HMMs Using On-line and Off-line Features for Off-line Arabic Handwriting Recognition. 201-205
• 
  Ehtesham Hassan, Santanu Chaudhury, Madan Gopal: Shape Descriptor Based Document Image Indexing and Symbol Recognition. 206-210
• 
  Markus Wüthrich, Marcus Liwicki, Andreas Fischer, Emanuel Indermühle, Horst Bunke, Gabriel Viehhauser, Michael Stolz: Language Model Integration for the Recognition of Handwritten Medieval Documents. 211-215
• 
  Pingping Xiu, Daniel P. Lopresti, Henry S. Baird, George Nagy, Elisa H. Barney Smith: Style-Based Ballot Mark Recognition. 216-220
• 
  Markus Diem, Robert Sablatnig: Recognition of Degraded Handwritten Characters Using Local Features. 221-225
• 
  Yuanlong Shao, Xinguo Liu, Xueying Qin, Yi Xu, Hujun Bao: Locally Developable Constraint for Document Surface Reconstruction. 226-230
• 
  Stefano Ferilli, Marenglen Biba, Floriana Esposito, Teresa Maria Altomare Basile: A Distance-Based Technique for Non-Manhattan Layout Analysis. 231-235
• 
  Jean-Luc Bloechle, Denis Lalanne, Rolf Ingold: OCD: An Optimized and Canonical Document Format. 236-240
• 
  Raymond W. Smith: Hybrid Page Layout Analysis via Tab-Stop Detection. 241-245
• 
  Joaquim Arlandis, Juan Carlos Pérez-Cortes, Emilio Ungria: Identification of Very Similar Filled-in Forms with a Reject Option. 246-250
• 
  Simone Marinai: Metadata Extraction from PDF Papers for Digital Library Ingest. 251-255
• 
  Dharam Veer Sharma, Gurpreet Singh Lehal: Form Field Frame Boundary Removal for Form Processing System in Gurmukhi Script. 256-260
• 
  Djamel Gaceb, Véronique Eglin, Frank Lebourgeois, Hubert Emptoz: Graph b-Coloring for Automatic Recognition of Documents. 261-265
• 
  Khurram Khurshid, Claudie Faure, Nicole Vincent: Fusion of Word Spotting and Spatial Information for Figure Caption Retrieval in Historical Document Images. 266-270
• 
  Basilios Gatos, Ioannis Pratikakis: Segmentation-free Word Spotting in Historical Printed Documents. 271-275
• 
  Kengo Terasawa, Hajime Imura, Yuzuru Tanaka: Automatic Evaluation Framework for Word Spotting. 276-280
• 
  Majid Ziaratban, Karim Faez, Fatemeh Bagheri: FHT: An Unconstraint Farsi Handwritten Text Database. 281-285
• 
  Honggang Zhang, Jun Guo, Guang Chen, Chun-Guang Li: HCL2000 - A Large-scale Handwritten Chinese Character Database for Handwritten Character Recognition. 286-290
• 
  Hajime Imura, Yuzuru Tanaka: Compression and String Matching Method for Printed Document Images. 291-295
• 
  Apostolos Antonacopoulos, David Bridson, Christos Papadopoulos, Stefan Pletschacher: A Realistic Dataset for Performance Evaluation of Document Layout Analysis. 296-300
• 
  Daniel Pérez, Lionel Tarazón, Nicolás Serrano, Francisco Castro, Oriol Ramos Terrades, Alfons Juan: The GERMANA Database. 301-305
• 
  Jun Sun, Satoshi Naoi, Yusaku Fujii, Hiroaki Takebe, Yoshinobu Hotta: Trinary Image Mosaicing Based Watermark String Detection. 306-310
• 
  Yaakov Navon, Ella Barkan, Boaz Ophir: A Generic Form Processing Approach for Large Variant Templates. 311-315
• 
  Benoît Naegel, Laurent Wendling: Document Binarization Based on Connected Operators. 316-320
• 
  Fadoua Drira, Frank Lebourgeois, Hubert Emptoz: Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents. 321-325
• 
  Hiroaki Kizu, Junko Yamamoto, Takeshi Takeda, Keiji Gyohten, Naomichi Sueda: 2D CAD Data Mining Based on Spatial Relation. 326-330
• 
  Shuyong Bai, Linlin Li, Chew Lim Tan: Keyword Spotting in Document Images through Word Shape Coding. 331-335
• 
  Guo Xian Tan, Christian Viard-Gaudin, Alex C. Kot: Information Retrieval Model for Online Handwritten Script Identification. 336-340
• 
  Weihan Sun, Koichi Kise: Detecting Printed and Handwritten Partial Copies of Line Drawings Embedded in Complex Backgrounds. 341-345
• 
  Jilin Li, Zhi-Gang Fan, Yadong Wu, Ning Le: Document Image Retrieval with Local Feature Sequences. 346-350
• 
  José A. Rodríguez-Serrano, Florent Perronnin: Handwritten Word Image Retrieval with Synthesized Typed Queries. 351-355
• 
  Hassan Chouaib, Nicole Vincent, Florence Cloppet, Salvatore Tabbone: Generic Feature Selection and Document Processing. 356-360
• 
  Loïc Lecerf, Boris Chidlovskii: Scalable Feature Extraction from Noisy Documents. 361-365
• 
  Xiufei Wang, Lei Huang, Changping Liu: A New Block Partitioned Text Feature for Text Verification. 366-370
• 
  Christoph Dalitz, Christine Pranzas: German Lute Tablature Recognition. 371-375
• 
  Thomas C. Henderson, Trevor Linton: Raster Map Image Analysis. 376-380
• 
  Fei Wang, Tanveer Fathima Syeda-Mahmood, David Beymer: Information Extraction from Multimodal ECG Documents. 381-385
• 
  Jing Zhang, Wenyin Liu: A Pixel-level Statistical Structural Descriptor for Shape Measure and Recognition. 386-390
• 
  Tomoyuki Hamamura, Takuma Akagi, Bunpei Irie: An A Posteriori Probability Calculation Method for Analytic Word Recognition Applicable to Address Recognition. 391-395
• 
  Andrey Andreev, Nikolay Kirov: Word Image Matching Based on Hausdorff Distances. 396-400
• 
  Vandana Roy, Sriganesh Madhvanath, Anand S., Ragunath R. Sharma: A Framework for Adaptation of the Active-DTW Classifier for Online Handwritten Character Recognition. 401-405
• 
  Kai Wang, Jianming Jin, Qingren Wang: High Performance Chinese/English Mixed OCR with Character Level Language Identification. 406-410
• 
  Abdelkarim Elbaati, Houcine Boubaker, Monji Kherallah, Abdel Ennaji, Haikal El Abed, Adel M. Alimi: Arabic Handwriting Recognition Using Restored Stroke Chronology. 411-415
• 
  Giuseppe Pirlo, Donato Impedovo, Claudia Adamita Trullo, Erasmo Stasolla: Combination of Measurement-Level Classifiers: Output Normalization by Dynamic Time Warping. 416-420
• 
  Yanjie Wang, Xiabi Liu, Yunde Jia: Statistical Modeling and Learning for Recognition-Based Handwritten Numeral String Segmentation. 421-425
• 
  F. Shahabi, M. Rahmati: A New Method for Writer Identification of Handwritten Farsi Documents. 426-430

Text Line Segmentation

• 
  Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram, Kiran Bhuvanagiri: Markov Random Field Based Text Identification from Annotated Machine Printed Documents. 431-435
• 
  Fei Yin, Cheng-Lin Liu: A Variational Bayes Method for Handwritten Text Line Segmentation. 436-440
• 
  Reza Farrahi Moghaddam, David Rivest-Hénault, Itay Bar Yosef, Mohamed Cheriet: A Unified Framework Based on the Level Set Approach for Segmentation of Unconstrained Double-Sided Document Images Suffering from Bleed-Through. 441-445
• 
  Syed Saqib Bukhari, Faisal Shafait, Thomas M. Breuel: Script-Independent Handwritten Textlines Segmentation Using Active Contours. 446-450

Handwriting Analysis and Recognition - I

• 
  Chun Lei He, Louisa Lam, Ching Y. Suen: A Novel Rejection Measurement in Handwritten Numeral Recognition Based on Linear Discriminant Analysis. 451-455
• 
  Umapada Pal, Rami Kumar Roy, Kaushik Roy, Fumitaka Kimura: Indian Multi-Script Full Pin-code String Recognition for Postal Automation. 456-460
• 
  Tomoyuki Hamamura, Takuma Akagi, Bunpei Irie: Bayesian Best-First Search for Pattern Recognition - Application to Address Recognition. 461-465
• 
  Solen Quiniou, Mohamed Cheriet, Éric Anquetil: Handling Out-of-Vocabulary Words and Recognition Errors Based on Word Linguistic Context for Handwritten Sentence Recognition. 466-470

Document Classification

• 
  Yoshikazu Washizawa: Pattern Classification on Local Metric Structure. 471-475
• 
  Mickaël Coustaty, Jean-Marc Ogier, Rudolf Pareti, Nicole Vincent: Drop Caps Decomposition for Indexing a New Letter Extraction Method. 476-480
• 
  Albert Gordo, Ernest Valveny: A Rotation Invariant Page Layout Descriptor for Document Classification and Retrieval. 481-485
• 
  Jian-Wu Xu, Vartika Singh, Venu Govindaraju, Depankar Neogi: A Hierarchical Classification Model for Document Categorization. 486-490

Historical Document Analysis

• 
  Georgios Vamvakas, Basilios Gatos, Stavros J. Perantonis: A Novel Feature Extraction and Classification Methodology for the Recognition of Historical Documents. 491-495
• 
  Etienne Baudrier, Sébastien Busson, Silvio Corsini, Mathieu Delalandre, Jérôme Landré, Frédéric Morain-Nicolier: Retrieval of the Ornaments from the Hand-Press Period: An Overview. 496-500
• 
  Vladimir Kluzner, Asaf Tzadok, Yuval Shimony, Eugene Walach, Apostolos Antonacopoulos: Word-Based Adaptive OCR for Historical Books. 501-505
• 
  Stefan Pletschacher, Jianying Hu, Apostolos Antonacopoulos: A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering. 506-510
• 
  Reza Farrahi Moghaddam, Mohamed Cheriet: Application of Multi-Level Classifiers and Clustering for Automatic Word Spotting in Historical Document Images. 511-515

Online Handwriting Analysis and Recognition - II

• 
  Bilan Zhu, Xiang-Dong Zhou, Cheng-Lin Liu, Masaki Nakagawa: Effect of Improved Path Evaluation for On-line Handwritten Japanese Text Recognition. 516-520
• 
  Xiang-Dong Zhou, Cheng-Lin Liu, Masaki Nakagawa: Online Handwritten Japanese Character String Recognition Using Conditional Random Fields. 521-525
• 
  Lei Ma, Qiang Huo, Yu Shi: A Study of Feature Design for Online Handwritten Chinese Character Recognition Based on Continuous-Density Hidden Markov Models. 526-530
• 
  Kai Ding, Guoqiang Deng, Lianwen Jin: An Investigation of Imaginary Stroke Techinique for Cursive Online Handwriting Chinese Character Recognition. 531-535
• 
  Tingting He, Qiang Huo: A Character-Structure-Guided Approach to Estimating Possible Orientations of a Rotated Isolated Online Handwritten Chinese Character. 536-540

Document Image Processing and Enhancement

• 
  Hiroshi Tanaka: Threshold Correction of Document Image Binarization for Ruled-line Extraction. 541-545
• 
  Anna Tonazzini, Gianfranco Bianco, Emanuele Salerno: Registration and Enhancement of Double-Sided Degraded Manuscripts Acquired in Multispectral Modality. 546-550
• 
  Thibault Lelore, Frédéric Bouchara: Document Image Binarisation Using Markov Field Model. 551-555
• 
  Mudit Agrawal, David S. Doermann: Clutter Noise Removal in Binary Document Images. 556-560
• 
  Jian Fan: Robust Color Image Enhancement of Digitized Books. 561-565

Character Recognition

• 
  Venkat Rasagna, Anand Kumar, C. V. Jawahar, Raghavan Manmatha: Robust Recognition of Documents by Fusing Results of Word Clusters. 566-570
• 
  Andrew Kae, Erik G. Learned-Miller: Learning on the Fly: Font-Free Approaches to Difficult OCR Problems. 571-575
• 
  Ahmad Abdulkader, Mathew R. Casey: Low Cost Correction of OCR Errors Using Learning in a Multi-Engine Environment. 576-580
• 
  Huiqun Deng, George Stathopoulos, Ching Y. Suen: Error-Correcting Output Coding for the Convolutional Neural Network for Optical Character Recognition. 581-585

Arabic Handwriting Character Recognition

• 
  Wumo Pan, Tien D. Bui, Ching Y. Suen: Isolated Handwritten Farsi Numerals Recognition Using Sparse and Over-Complete Representations. 586-590
• 
  Mohamed Benjelil, Slim Kanoun, Rémy Mullot, Adel M. Alimi: Arabic and Latin Script Identification in Printed and Handwritten Types Based on Steerable Pyramid Features. 591-595
• 
  Philippe Dreuw, Georg Heigold, Hermann Ney: Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. 596-600
• 
  Alireza Alaei, P. Nagabhushan, Umapada Pal: Fine Classification of Unconstrained Handwritten Persian/Arabic Numerals by Removing Confusion amongst Similar Classes. 601-605

Document Retrieval

• 
  Guangyu Zhu, David S. Doermann: Logo Matching for Document Image Retrieval. 606-610
• 
  Atsuhiro Takasu: Bayesian Similarity Model Estimation for Approximate Recognized Text Search. 611-615
• 
  Mikhail Parakhin, Patrick M. Haluptzok: Finding the Most Probable Ranking of Objects with Probabilistic Pairwise Preferences. 616-620
• 
  Krishnendu Chaudhury, Ankur Jain, SriRam Thirthala, Vivek Sahasranaman, Shobhit Saxena, Selvam Mahalingam: Google Newspaper Search - Image Processing and Analysis Pipeline. 621-625

Poster Session II

• 
  Anguelos Nicolaou, Basilios Gatos: Handwritten Text Line Segmentation by Shredding Text into its Lines. 626-630
• 
  Tamir Hassan: User-Guided Wrapping of PDF Documents Using Graph Matching Techniques. 631-635
• 
  Bidyut Baran Chaudhuri, Sumedha Bera: Handwritten Text Line Identification in Indian Scripts. 636-640
• 
  Prateek Sarkar, Eric Saund, Jing Lin: Classifying Foreground Pixels in Document Images. 641-645
• 
  Eric Saund, Jing Lin, Prateek Sarkar: PixLabeler: User Interface for Pixel-Level Labeling of Elements in Document Images. 646-650
• 
  Rodolfo P. dos Santos, Gabriela S. Clemente, Ing Ren Tsang, George D. C. Cavalcanti: Text Line Segmentation Based on Morphology and Histogram Projection. 651-655
• 
  Stefan Pletschacher: A Self-Adaptive Method for Extraction of Document-Specific Alphabets. 656-660
• 
  Slim Kanoun, Fouad Slimane, Hanêne Guesmi, Rolf Ingold, Adel M. Alimi, Jean Hennebert: Affixal Approach versus Analytical Approach for Off-Line Arabic Decomposable Vocabulary Recognition. 661-665
• 
  Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.: Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. 666-670
• 
  Md. Abul Hasnat, Muttakinur Rahman Chowdhury, Mumit Khan: An Open Source Tesseract Based Optical Character Recognizer for Bangla Script. 671-675
• 
  Peng Zhou, Linlin Li, Chew Lim Tan: Character Recognition under Severe Perspective Distortion. 676-680
• 
  Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel: Vector Representation of Graphs: Application to the Classification of Symbols and Letters. 681-685
• 
  Georgios Louloudis, Nikolaos Stamatopoulos, Basilios Gatos: A Novel Two Stage Evaluation Methodology for Word Segmentation Techniques. 686-690
• 
  Sofiene Haboubi, Samia Maddouri, Noureddine Ellouze, Hailkal El Abed: Invariant Primitives for Handwritten Arabic Script: A Contrastive Study of Four Feature Sets. 691-697
• 
  Pingping Xiu, Henry S. Baird: Scaling Up Whole-Book Recognition. 698-702
• 
  Patrick de Smet: Semi-automatic Forensic Reconstruction of Ripped-up Documents. 703-707
• 
  Thi-Oanh Nguyen, Salvatore Tabbone, Alain Boucher: A Symbol Spotting Approach Based on the Vector Model and a Visual Vocabulary. 708-712
• 
  Giuseppe Pirlo, Claudia Adamita Trullo, Donato Impedovo: A Feedback-Based Multi-Classifier System. 713-717
• 
  Utpal Garain, Biswajit Halder: Machine Authentication of Security Documents. 718-722
• 
  Tong Lu, Yubin Yang, Feng Su, Zhengxing Sun: Semi-automatic Roof Reconstruction. 723-727
• 
  Fernando Alonso-Fernandez, Julian Fiérrez, Almudena Gilperez, Javier Galbally, Javier Ortega-Garcia: Robustness of Signature Verification Systems to Imitators with Increasing Skills. 728-732
• 
  Daniel P. Lopresti, Xiang Zhou, Xiaolei Huang, Gang Tan: Document Analysis Support for the Manual Auditing of Elections. 733-737
• 
  Iuliu Vasile Konya, Christoph Seibert, Stefan Eickeler, Sebastian Glahn: Constant-Time Locally Optimal Adaptive Binarization. 738-742
• 
  Wafa Boussellaa, Aymen Bougacha, Abderrazak Zahour, Haikal El Abed, Adel M. Alimi: Enhanced Text Extraction from Arabic Degraded Document Images Using EM Algorithm. 743-747
• 
  Jung Gap Kuk, Nam Ik Cho: Feature Based Binarization of Document Images Degraded by Uneven Light Condition. 748-752
• 
  Rolando Estrada, Carlo Tomasi: Manuscript Bleed-through Removal via Hysteresis Thresholding. 753-757
• 
  Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith: Pre-Processing of Degraded Printed Documents by Non-local Means and Total Variation. 758-762
• 
  Zhiyi Zhang, Lianwen Jin, Kai Ding, Xue Gao: Character-SIFT: A Novel Feature for Offline Handwritten Chinese Character Recognition. 763-767
• 
  Wael Abd-Almageed, Jayant Kumar, David S. Doermann: Page Rule-Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents. 768-772
• 
  Shirin Saleem, Huaigu Cao, Krishna Subramanian, Matin Kamali, Rohit Prasad, Premkumar Natarajan: Improvements in BBN's HMM-Based Offline Arabic Handwriting Recognition System. 773-777
• 
  Houcine Boubaker, Monji Kherallah, Adel M. Alimi: New Algorithm of Straight or Curved Baseline Detection for Short Arabic Handwritten Writing. 778-782
• 
  Sebastiano Impedovo, Anna Ferrante, Raffaele Modugno: HMM Based Handwritten Word Recognition System by Using Singularities. 783-787
• 
  Dharam Veer Sharma, Gurpreet Singh Lehal, Sarita Mehta: Shape Encoded Post Processing of Gurmukhi OCR. 788-792
• 
  Safwan Wshah, Zhixin Shi, Venu Govindaraju: Segmentation of Arabic Handwriting Based on both Contour and Skeleton Segmentation. 793-797
• 
  Weiping Xia, Lianwen Jin: A Kai Style Calligraphic Beautification Method for Handwriting Chinese Character. 798-802
• 
  Yoshinori Katayama, Seiichi Uchida, Hiroaki Sakoe: Stochastic Model of Stroke Order Variation. 803-807
• 
  Marius Bulacu, Axel Brink, Tijn van der Zant, Lambert Schomaker: Recognition of Handwritten Numerical Fields in a Large Single-Writer Historical Collection. 808-812
• 
  Martin Lettner, Robert Sablatnig: Spatial and Spectral Based Segmentation of Text in Multispectral Images of Ancient Documents. 813-817
• 
  Aaron Licata, Alexandra Psarrou, Vasiliki Kokla: Revealing the Visually Unknown in Ancient Manuscripts with a Similarity Measure for IR-Imaged Inks. 818-822
• 
  Loris Eynard, Hubert Emptoz: Italic or Roman: Word Style Recognition without A Priori Knowledge for Old Printed Documents. 823-827
• 
  Reza Farrahi Moghaddam, David Rivest-Hénault, Mohamed Cheriet: Restoration and Segmentation of Highly Degraded Characters Using a Shape-Independent Level Set Approach and Multi-level Classifiers. 828-832
• 
  Mohamed Benjelil, Slim Kanoun, Rémy Mullot, Adel M. Alimi: Steerable Pyramid Based Complex Documents Images Segmentation. 833-837
• 
  Yao-Yi Chiang, Craig A. Knoblock: A Method for Automatically Extracting Road Layers from Raster Maps. 838-842
• 
  Ana Costa e Silva: Learning Rich Hidden Markov Models in Document Analysis: Table Location. 843-847
• 
  Frederick Schulz, Markus Ebbecke, Michael Gillmann, Benjamin Adrian, Stefan Agne, Andreas Dengel: Seizing the Treasure: Transferring Knowledge in Invoice Analysis. 848-852
• 
  Florent Montreuil, Emmanuele Grosicki, Laurent Heutte, Stéphane Nicolas: Unconstrained Handwritten Document Layout Extraction Using 2D Conditional Random Fields. 853-857
• 
  Björn Schuller, Joachim Schenk, Gerhard Rigoll, Tobias Knaup: "The Godfather" vs. "Chaos": Comparing Linguistic Analysis Based on On-line Knowledge Sources and Bags-of-N-Grams for Movie Review Valence Estimation. 858-862
• 
  Cheng Cheng, Bilan Zhu, Xiaorong Chen, Masaki Nakagawa: Improvements in Keyword Search Japanese Characters within Handwritten Digital Ink. 863-866
• 
  Raid Saabni, Jihad El-Sana: Hierarchical On-line Arabic Handwriting Recognition. 867-871
• 
  Andrew G. Seniuk, Dorothea Blostein: Pen Acoustic Emissions for Text and Gesture Recognition. 872-876
• 
  Joachim Schenk, Benedikt Hörnler, Björn Schuller, Artur Braun, Gerhard Rigoll: GMs in On-Line Handwritten Whiteboard Note Recognition: The Influence of Implementation and Modeling. 877-880
• 
  Sebastián Peña Saldarriaga, Emmanuel Morin, Christian Viard-Gaudin: Using top n Recognition Candidates to Categorize On-line Handwritten Documents. 881-885
• 
  Khaled Daifallah, Nizar Zarka, Hassan Jamous: Recognition-Based Segmentation Algorithm for On-Line Arabic Handwriting. 886-890
• 
  A. Bharath, Sriganesh Madhvanath: A Framework Based on Semi-Supervised Clustering for Discovering Unique Writing Styles. 891-895
• 
  Adrià Giménez, Alfons Juan: Embedded Bernoulli Mixture HMMs for Handwritten Word Recognition. 896-900
• 
  Amit Regmi, Stephen M. Watt: A Collaborative Interface for Multimodal Ink and Audio Documents. 901-905
• 
  Ermelinda Oro, Massimo Ruffolo: PDF-TREX: An Approach for Recognizing and Extracting Tables from PDF Documents. 906-910
• 
  Liangcai Gao, Zhi Tang, Xiaofan Lin, Xin Tao, Yimin Chu: Analysis of Book Documents' Table of Content Based on Clustering. 911-915
• 
  Vanessa Long: An RDF-Based Blackboard Architecture for Improving Table Analysis. 916-920
• 
  Thai V. Hoang, Salvatore Tabbone, Ngoc-Yen Pham: Extraction of Nom Text Regions from Stele Images Using Area Voronoi Diagram. 921-925
• 
  Sukalpa Chanda, Srikanta Pal, Katrin Franke, Umapada Pal: Two-stage Approach for Word-wise Script Identification. 926-930
• 
  Bangy Li, Tieniu Tan: Online Text-independent Writer Identification Based on Temporal Sequence and Shape Codes. 931-935
• 
  Daniel Pavelec, Luiz S. Oliveira, Edson J. R. Justino, Francisco D. Nobre Neto, Leonardo Vidal Batista: Author Identification Using Compression Models. 936-940

Performance Evaluation and Ground-truthing

• 
  Emmanuele Grosicki, Matthieu Carré, Jean-Marie Brodin, Edouard Geoffrois: Results of the RIMES Evaluation Campaign for Handwritten Mail Processing. 941-945
• 
  Fouad Slimane, Rolf Ingold, Slim Kanoun, Adel M. Alimi, Jean Hennebert: A New Arabic Printed Text Image Database and Evaluation Protocols. 946-950
• 
  Fei Yin, Qiu-Feng Wang, Cheng-Lin Liu: A Tool for Ground-Truthing Text Lines and Characters in Off-Line Handwritten Chinese Documents. 951-955
• 
  Nikolaos Stamatopoulos, Basilios Gatos, Ioannis Pratikakis: A Methodology for Document Image Dewarping Techniques Performance Evaluation. 956-960

Statistical Classifier-Based Handwriting Recognition

• 
  Yaregal Assabie, Josef Bigün: HMM-Based Handwritten Amharic Word Recognition with Feature Concatenation. 961-965
• 
  Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca, Angelo Marcelli: Learning Bayesian Networks by Evolution for Classifier Combination. 966-970
• 
  Premkumar Natarajan, Krishna Subramanian, Anurag Bhardwaj, Rohit Prasad: Stochastic Segment Modeling for Offline Handwriting Recognition. 971-975
• 
  Trinh Minh Tri Do, Thierry Artières: Maximum Margin Training of Gaussian HMMs for Handwriting Recognition. 976-980

Writer Identification and Verification

• 
  Imran Siddiqi, Nicole Vincent: A Set of Chain Code Based Features for Writer Recognition. 981-985
• 
  Bangy Li, Zhenan Sun, Tieniu Tan: Hierarchical Shape Primitive Features for Online Text-independent Writer Identification. 986-990
• 
  Utpal Garain, Thierry Paquet: Off-Line Multi-Script Writer Identification Using AR Coefficients. 991-995
• 
  Alicia Fornés, Josep Lladós, Gemma Sánchez, Horst Bunke: On the Use of Textural Features for Writer Identification in Old Handwritten Music Scores. 996-1000

Page Segmentation and Layout Analysis

• 
  Vincent Malleron, Véronique Eglin, Hubert Emptoz, Stéphanie Dord-Crouslé, Philippe Régnier: Text Lines and Snippets Extraction for 19th Century Handwriting Documents Layout Analysis. 1001-1005
• 
  Ying Liu, Kun Bai, Prasenjit Mitra, C. Lee Giles: Improving the Table Boundary Detection in PDFs by Fixing the Sequence Error of the Sparse Lines. 1006-1010
• 
  Mudit Agrawal, David S. Doermann: Voronoi++: A Dynamic Page Segmentation Approach Based on Voronoi and Docstrum Features. 1011-1015
• 
  Itaru Tatsumi, Hitoshi Habe, Masatsugu Kidode: Context-oriented Layout Optimization of Large-Print Textbooks. 1016-1020

Handwriting Analysis and Recognition - II

• 
  Cristiano de Santana Pereira, George D. C. Cavalcanti: Prototype Selection for Handwritten Connected Digits Classification. 1021-1025
• 
  K. C. Leung, C. H. Leung: Recognition of Handwritten Chinese Characters by Combining Regularization, Fisher's Discriminant and Distorted Sample Generation. 1026-1030
• 
  Christopher Kermorvant, Anne-Laure Bianne, Patrick Marty, Farès Menasri: From Isolated Handwritten Characters to Fields Recognition: There's Many a Slip Twixt Cup and Lip. 1031-1035
• 
  Qiu-Feng Wang, Fei Yin, Cheng-Lin Liu: Integrating Language Model in Handwritten Chinese Text Recognition. 1036-1040

Scientific Document Recognition

• 
  Simone Marinai, Beatrice Miotti, Giovanni Soda: Mathematical Symbol Indexing Using Topologically Ordered Clusters of Shape Contexts. 1041-1045
• 
  Ahmad-Montaser Awal, Harold Mouchère, Christian Viard-Gaudin: Towards Handwritten Mathematical Expression Recognition. 1046-1050
• 
  Kang Kim, Taik-Heon Rhee, Jae Seung Lee, Jin Hyung Kim: Utilizing Consistency Context for Handwritten Mathematical Expression Recognition. 1051-1055
• 
  Xin Wang, Guangshun Shi, Jufeng Yang: The Understanding and Structure Analyzing for Online Handwritten Chemical Formulas. 1056-1060

Poster Session III

• 
  Florian Kleber, Robert Sablatnig: A Survey of Techniques for Document and Archaeology Artefact Reconstruction. 1061-1065
• 
  Javad Sadri, Mohamed Cheriet: A New Approach for Skew Correction of Documents Based on Particle Swarm Optimization. 1066-1070
• 
  Sebastiano Impedovo, Raffaele Modugno, Anna Ferrante, Erasmo Stasolla: New Trends in Digital Scanning Processes. 1071-1075
• 
  Sui-Yu Wang, Henry S. Baird, Chang An: Document Content Extraction Using Automatically Discovered Features. 1076-1080
• 
  Ricard Coll, Alicia Fornés, Josep Lladós: Graphological Analysis of Handwritten Text Documents for Human Resources Recruitment. 1081-1085
• 
  Dwi Sianto Mansjur, Ted S. Wada, Biing-Hwang Juang: Using Kernel Density Classifier with Topic Model and Cost Sensitive Learning for Automatic Text Categorization. 1086-1090
• 
  Huaigu Cao, Rohit Prasad, Shirin Saleem, Premkumar Natarajan: Unsupervised HMM Adaptation Using Page Style Clustering. 1091-1095
• 
  Shumeet Baluja, Michele Covell: Finding Images and Line-Drawings in Document-Scanning Systems. 1096-1100
• 
  Susana Martin-Toral, Víctor Arribas, Gregorio Ismael Sainz Palmero: Detection of Incoherences in a Document Corpus Based on the Application of a Neuro-Fuzzy System. 1101-1105
• 
  Rafael Dueire Lins, Gabriel Pereira e Silva, Steven J. Simske, Jian Fan, Mark Shaw, Paulo Sá, Marcelo Thielo: Image Classification to Improve Printing Quality of Mixed-Type Documents. 1106-1110
• 
  Umapada Pal, Tetsushi Wakabayashi, Fumitaka Kimura: Comparative Study of Devnagari Handwritten Character Recognition Using Different Feature and Classifiers. 1111-1115
• 
  Abdelkarim Elbaati, Monji Kherallah, Abdellatif Ennaji, Adel M. Alimi: Temporal Order Recovery of the Scanned Handwriting. 1116-1120
• 
  Adrien Delaye, Éric Anquetil, Sébastien Macé: Explicit Fuzzy Modeling of Shapes and Positioning for Handwritten Chinese Character Recognition. 1121-1125
• 
  Xu-Cheng Yin, Hong-Wei Hao, Yun-Feng Tang, Jun Sun, Satoshi Naoi: Rejection Strategies with Multiple Classifiers for Handwritten Character Recognition. 1126-1130
• 
  Kai Ding, Lianwen Jin, Xue Gao: A New Method for Rotation Free Method for Online Unconstrained Handwritten Chinese Word Recognition: A Holistic Approach. 1131-1135
• 
  Shengming Huang, Lianwen Jin, Jin Lv: A Novel Approach for Rotation Free Online Handwritten Chinese Character Recognition. 1136-1140
• 
  Toru Wakahara, Seiichi Uchida: Hierarchical Decomposition of Handwriting Deformation Vector Field Using 2D Warping and Global/Local Affine Transformation. 1141-1145
• 
  Marc-Peter Schambach: Recurrent HMMs and Cursive Handwriting Recognition Graphs. 1146-1150
• 
  Xuefeng Chen, Xiabi Liu, Yunde Jia: Unsupervised Selection and Discriminative Estimation of Orthogonal Gaussian Mixture Models for Handwritten Digit Recognition. 1151-1155
• 
  Hidetoshi Miyao, Minoru Maruyama: Writer Adaptation for Online Handwriting Recognition System Using Virtual Examples. 1156-1160
• 
  Itay Bar Yosef, Nate Hagbi, Klara Kedem, Its'hak Dinstein: Line Segmentation for Degraded Handwritten Historical Documents. 1161-1165
• 
  Edoardo Ardizzone, A. De Polo, Haris Dindo, Giuseppe Mazzola, C. Nanni: A Dual Taxonomy for Defects in Digitized Historical Photos. 1166-1170
• 
  Konstantinos Ntirogiannis, Basilios Gatos, Ioannis Pratikakis: A Modified Adaptive Logical Level Binarization Technique for Historical Document Images. 1171-1175
• 
  Jie Wang, Michael S. Brown, Chew Lim Tan: Automatic Corresponding Control Points Selection for Historical Document Image Registration. 1176-1180
• 
  Haikal El Abed, Volker Märgner: How to Improve a Handwriting Recognition System. 1181-1185
• 
  Emanuel Indermühle, Marcus Liwicki, Horst Bunke: Combining Alignment Results for Historical Handwritten Document Analysis. 1186-1190
• 
  Yuanping Zhu, Jun Sun, Akihiro Minagawa, Yoshinobu Hotta, Satoshi Naoi: Separate Chinese Character and English Character by Cascade Classifier and Feature Selection. 1191-1195
• 
  Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou: A Multi-Lingual Recognition System for Arabic and Latin Handwriting. 1196-1200
• 
  Sabine Barrat, Salvatore Tabbone: Modeling, Classifying and Annotating Weakly Annotated Images Using Bayesian Network. 1201-1205
• 
  Da-Han Wang, Cheng-Lin Liu, Jin-Lun Yu, Xiang-Dong Zhou: CASIA-OLHWDB1: A Database of Online Handwritten Chinese Characters. 1206-1210
• 
  Andreas Stoffel, Ernesto Tapia, Raúl Rojas: Recognition of On-Line Handwritten Commutative Diagrams. 1211-1215
• 
  Suresh Sundaram, Angarai Ganesan Ramakrishnan: An Improved Online Tamil Character Recognition Engine Using Post-Processing Methods. 1216-1220
• 
  Richard M. Guest: PENTOOLS - A MATLAB Toolkit for On-line Pen-Based Data Experimentation. 1221-1225
• 
  Tingting He, Qiang Huo: Affine Distortion Compensation for an Isolated Online Handwritten Chinese Character Using Combined Orientation Estimation and HMM-Based Minimax Classification. 1226-1230
• 
  Raid Saabni, Jihad El-Sana: Efficient Generation of Comprehensive Database for Online Arabic Script Recognition. 1231-1235
• 
  Kazumasa Iwata, Koichi Kise, Tomohiro Nakai, Masakazu Iwamura, Seiichi Uchida, Shinichiro Omachi: Capturing Digital Ink as Retrieving Fragments of Document Images. 1236-1240
• 
  Anuj Sharma, Rajesh Kumar, R. K. Sharma: Rearrangement of Recognized Strokes in Online Handwritten Gurmukhi Words Recognition. 1241-1245
• 
  Xiaoyuan Zhu, Yong Ge, Feng-Jun Guo, Li-Xin Zhen: A Probabilistic Framework for Soft Target Learning in Online Cursive Handwriting Recognition. 1246-1250
• 
  Joachim Schenk, Moritz Kaiser, Gerhard Rigoll: Selecting Features in On-Line Handwritten Whiteboard Note Recognition: SFS or SFFS? 1251-1254
• 
  Yang Zhang, Guangshun Shi, Jufeng Yang: HMM-Based Online Recognition of Handwritten Chemical Symbols. 1255-1259
• 
  María José Castro Bleda, Salvador España Boquera, Jorge Gorbe-Moya, Francisco Zamora-Martínez, David Llorens-Piñana, Andrés Marzal-Varó, Federico Prat-Villar, Juan Miguel Vilar-Torres: Improving a DTW-Based Recognition Engine for On-line Handwritten Characters by Using MLPs. 1260-1264
• 
  Oleg Golubitsky, Stephen M. Watt: Online Recognition of Multi-Stroke Symbols with Orthogonal Series. 1265-1269
• 
  Christos Emmanouilidis, Costas Batsalas, Nikos Papamarkos: Development and Evaluation of Text Localization Techniques Based on Structural Texture Features and Neural Classifiers. 1270-1274
• 
  Thomas Strecker, Joost van Beusekom, Sahin Albayrak, Thomas M. Breuel: Automated Ground Truth Data Generation for Newspaper Document Images. 1275-1279
• 
  Shyama Prosad Chowdhury, Soumyadeep Dhar, Amit Kumar Das, Bhabatosh Chanda, Karen McMenemy: Robust Extraction of Text from Camera Images. 1280-1284
• 
  Palaiahnakote Shivakumara, Trung Quy Phan, Chew Lim Tan: A Robust Wavelet Transform Based Technique for Video Text Detection. 1285-1289
• 
  Tanveer Fathima Syeda-Mahmood, David Beymer, Arnon Amir: Disease-Specific Extraction of Text from Cardiac Echo Videos for Decision Support. 1290-1294
• 
  Javier Galbally, Julian Fiérrez, Marcos Martinez-Diaz, Javier Ortega-Garcia: Improving the Enrollment in Dynamic Signature Verfication with Synthetic Samples. 1295-1299
• 
  Vu Nguyen, Michael Blumenstein, Graham Leedham: Global Features for the Off-Line Signature Verification Problem. 1300-1304
• 
  Michael C. Fairhurst, Márjory Cristiany Da Costa Abreu: An Investigation of Predictive Profiling from Handwritten Signature Data. 1305-1309
• 
  Katrin Franke: Capturing Reliable Data for Computer-Based Forensic Handwriting Analysis II: Pen-position Activations. 1310-1314
• 
  Luana Batista, Eric Granger, Robert Sabourin: A Multi-Hypothesis Approach for Off-Line Signature Verification with HMMs. 1315-1319
• 
  Pierre Le Bodic, Hervé Locteau, Sébastien Adam, Pierre Héroux, Yves Lecourtier, Arnaud Knippel: Symbol Detection Using Region Adjacency Graphs and Integer Linear Programming. 1320-1324
• 
  Muhammad Muzzamil Luqman, Thierry Brouard, Jean-Yves Ramel: Graphic Symbol Recognition Using Graph Based Signature and Bayesian Network Classifier. 1325-1329
• 
  K. C. Santosh, Bart Lamiroy, Jean-Philippe Ropers: Inductive Logic Programming for Symbol Recognition. 1330-1334
• 
  Hongye Wang, Youbin Chen: Logo Detection in Document Images Based on Boundary Extension of Feature Rectangles. 1335-1339
• 
  Utpal Garain: Identification of Mathematical Expressions in Document Images. 1340-1344
• 
  Ming Chang, Shi Han, Dongmei Zhang: A Unified Framework for Recognizing Handwritten Chemical Expressions. 1345-1349
• 
  Walaa Aly, Seiichi Uchida, Akio Fujiyoshi, Masakazu Suzuki: Statistical Classification of Spatial Relationships among Mathematical Symbols. 1350-1354
• 
  Adrien Lapointe, Dorothea Blostein: Issues in Performance Evaluation: A Case Study of Math Recognition. 1355-1359
• 
  Akio Fujiyoshi, Masakazu Suzuki, Seiichi Uchida: Syntactic Detection and Correction of Misrecognitions in Mathematical OCR. 1360-1364
• 
  Minoru Maruyama, Takuma Yamaguchi: Extraction of Characters on Signboards in Natural Scene Images by Stump Classifiers. 1365-1369

Competition Session

• 
  Apostolos Antonacopoulos, Stefan Pletschacher, David Bridson, Christos Papadopoulos: ICDAR 2009 Page Segmentation Competition. 1370-1374
• 
  Basilios Gatos, Konstantinos Ntirogiannis, Ioannis Pratikakis: ICDAR 2009 Document Image Binarization Contest (DIBCO 2009). 1375-1382
• 
  Volker Märgner, Haikal El Abed: ICDAR 2009 Arabic Handwriting Recognition Competition. 1383-1387
• 
  Haikal El Abed, Volker Märgner, Monji Kherallah, Adel M. Alimi: ICDAR 2009 Online Arabic Handwriting Recognition Competition. 1388-1392
• 
  Basilios Gatos, Nikolaos Stamatopoulos, Georgios Louloudis: ICDAR 2009 Handwriting Segmentation Contest. 1393-1397
• 
  Emmanuele Grosicki, Haikal El Abed: ICDAR 2009 Handwriting Recognition Competition. 1398-1402
• 
  Vivian L. Blankers, C. Elisa van den Heuvel, Katrin Franke, Louis Vuurpijl: ICDAR 2009 Signature Verification Competition. 1403-1407
• 
  Antoine Doucet, Gabriella Kazai, Bodin Dresevic, Aleksandar Uzelac, Bogdan Radakovic, Nikola Todic: ICDAR 2009 Book Structure Extraction Competition. 1408-1412
• 
  Saeed Mozaffari, Hadi Soltanizadeh: ICDAR 2009 Handwritten Farsi/Arabic Character Recognition Competition. 1413-1417

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