Preliminary Program

September 18, 2012

Opening Ceremony
Apulia Room, h. 9.00-10.00

9.00-10.00

Introduction
Prof Sebastiano Impedovo
Welcome by the Honorary Chair
Prof Ching Y. Suen

Session 1 – Track I: Word Spotting I
Chair: Josep Lladós, David Doermann
Apulia Room, h. 10.00-11.00

10.00-10.20

Comparison of Bernoulli and Gaussian HMMs using a vertical repositioning technique for off-line handwriting recognition
Patrick Doetsch, Mahdi Hamdani, Adrià Giménez, Jesús Andrés-Ferrer, Alfons Juan and Hermann Ney

10.20-10.40

Separability versus Prototypicality in Handwritten Word Retrieval
Jean-Paul van Oosten and Lambert Schomaker

10.40-11.00

Script Independent Word Spotting in Offline Handwritten Documents Based on Hidden Markov Models
Safwan Wshah, Gaurav Kumar and Venu Govindaraju

Session 1 – Track II: Digit Recognition
Chair: Kazuhiko Yamamoto, Nicole Vincent
Albatros Room, h. 10.00-11.00

10.00-10.20

Annotating handwritten characters with minimal human involvement in a semi-supervised learning strategy
Jan Richarz, Szilard Vajda and Gernot A. Fink

10.20-10.40

On the Possibility of Instance-Based Stroke Recovery
Yutaro Iwakiri, Soma Shiraishi, Yaokai Feng and Seiichi Uchida

10.40-11.00

Benchmarking of Update Learning Strategies on Digit Classifier Systems
Donato Impedovo, Giuseppe Pirlo and Donato Barbuzzi

Session 2 – Track I: Word Spotting II
Chair: Gernot A. Fink, Venu Govindaraju
Apulia Room, h. 11.30-12.30

11.30-11.50

Arabic Handwritten Word Spotting Using Language Models
Muna Khayyat, Louisa Lam and Ching Y. Suen

11.50-12.10

Semi-Supervised Learning for Cursive Handwriting Recognition using Keyword Spotting
Volkmar Frinken, Markus Baumgartner, Andreas Fischer and Horst Bunke

12.10-12.30

The Role of the Users in Handwritten Word Spotting Applications: Query Fusion and Relevance Feedback
Marçal Rusiñol and Josep Llados

Session 2 – Track II: Codebook for Handwriting Recognition
Chair: Andreas Dengel, Lambert Schomaker
Albatros Room, h. 11.30-12.30

11.30-11.50

Learning Text-Line Segmentation using Codebooks and Graph Partitioning
Le Kang, Jayant Kumar, Peng Ye and David Doermann

11.50-12.10

Off-line Features Integration for On-line Handwriting Graphemes modeling improvement
Houcine Boubaker, Aymen Chaabouni, Najiba Tagougui, Monji Kherallah, Haikal El Abed and Adel M. Alimi

12.10-12.30

Model-based Tabular Structure Detection and Recognition in Noisy Handwritten Documents
Jin Chen and Daniel Lopresti

Session 3 – Track I: Flowchart Recognition, Segmentation Techniques
Chair: Louisa Lam, Jean-Marc Ogier
Apulia Room, h. 12.30-13.30

12.30-12.50

On-line handwritten flowchart recognition, beautification, and editing system
Hidetoshi Miyao and Rei Maruyama

12.50-13.10

A Touching Character Database from Chinese Handwriting for Assessing Segmentation Algorithms
Liang Xu, Fei Yin, Qiu-Feng Wang and Cheng-Lin Liu

13.10-13.30

A new Efficient Graphemes Segmentation Technique for Offline Arabic Handwriting
Hesham Eraqi and Sherif Abdel Azeem

Session 3 – Track II: Word Segmentation
Chair: Adel M. Alimi, Daniel P. Lopresti
Albatros Room, h. 12.30-13.30

12.30-12.50

Handwritten and Machine Printed Text Separation in Document Images using the Bag of Visual Words Paradigm
Konstantinos Zagoris, Ioannis Pratikakis, Apostolos Antonacopoulos, Basilis Gatos and Nikos Papamarkos

12.50-13.10

A New Method for Text Verification based on Random Forests
Yang Zhang, Chunheng Wang, Baihua Xiao, Cunzhao Shi

13.10-13.30

Statistical Hypothesis Testing for Handwritten Word Segmentation Algorithms
Mehdi Haji, Kalyan Asis Sahoo, Tien D. Bui, Ching Y. Suen and Dominique Ponson

Session 4 – Track I: Multilingual Recognition
Chair: Bidyut B. Chaudhuri, Jihad El-Sana
Apulia Room, h. 15.00-16.00

15.00-15.20

A Comparative Study of Persian/Arabic Handwritten Character Recognition
Alaei Alireza, Umapada Pal and P. Nagabhushan

15.20-15.40

A Hybrid Language Model for Handwritten Chinese Sentence Recognition
Qizhen He, Shijie Chen, Mingxi Zhao and Wei Lin

15.40-16.00

Online Arabic Handwritten Digits Recognition
Sherif Abdel Azeem, Maha El Meseery and Hany Ahmed

Session 4 – Track II: Character Classification
Chair: Tien D. Bui, Basilis Gatos
Albatros Room, h. 15.00-16.00

15.00-15.20

k-NN Classification of Handwritten Characters via Accelerated GAT Correlation
Toru Wakahara and Yukihiko Yamashita

15.20-15.40

Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script
Leonard Rothacker, Szilard Vajda and Gernot A. Fink

15.40-16.00

Building Compact On-line MRF Recognizer for Large Character Set Using Structured Dictionary Representation and Vector Quantization Technique
Bilan Zhu and Masaki Nakagawa

Session 5 – Track I: Bank Check Processing and Postal Automation
Chair: Sargur N. Srihari, Masaki Nakagawa
Apulia Room, h. 16.00-17.00

16.00-16.20

The new method of identification of handwriting using volumes of indentations
Takeshi Furukawa

16.20-16.40

Multi-lingual City Name Recognition for Indian Postal Automation
Umapada Pal, Ramit Kumar Roy and Fumitaka Kimura

16.40-17.00

Reduction of Bleed-through Effect in Images of Chinese Bank Items
Bingyu Chi and Youbin Chen

Session 5 – Track II: Mathematical Expression
Chair: Seiichi Uchida, Stephen Watt
Albatros Room, h. 16.00-17.00

16.00-16.20

Unbiased Evaluation of Handwritten Mathematical Expression Recognition
Francisco Alvaro, Joan Andreu Sanchez and Jose Miguel Benedi

16.20-16.40

Using Speech for Handwritten Mathematical Expression Recognition Disambiguation
Sofiane Medjkoune, Harold MouchÈre, Simon Petitrenaud and Christian Viard-Gaudin

16.40-17.00

A System for Recognition of On-Line Handwritten Mathematical Expressions
Fotini Simistira, Vassilis Papavassiliou, Vassilis Katsouros and George Carayannis

Teaser for Poster Session A
Chair: Haikal El Abed, Ioannis Pratikakis
Apulia Room, h. 17.30-18.30

Poster Session A
Chair: Haikal El Abed, Ioannis Pratikakis
Albatros Gallery, h. 18.30-19.30

1

Statistical Text Line Analysis in Handwritten Documents
Vicente Bosch, Alejandro Héctor Toselli and Enrique Vidal

2

Handwritten English Word Recognition based on Convolutional Neural Networks
Aiquan Yuan, Gang Bai, Po Yang, Yanni Guo, Xinting Zhao

3

Confused Distance Maximization for Large Category Dimensionality Reduction
Xu-Yao Zhang and Cheng-Lin Liu

4

Applying Discriminatively Optimized Feature Transform for HMM-based Off-line Handwriting Recognition
Jin Chen, Bing Zhang, Huaigu Cao, Rohit Prasad and Prem Natarajan

5

Signature based Document Retrieval using GHT of Background Information
Partha Roy, Souvik Bhowmick, Umapada Pal and Jean-Yves Ramel

6

Analysis of Stability in Static Signatures using Cosine Similarity
Donato Impedovo, Giuseppe Pirlo, Lucia Sarcinella, Erasmo Stasolla, Claudia Adamita Trullo

7

A Novel Technique for Handwritten Digit Classification using Genetic Clustering
Sebastiano Impedovo and Francesco Maurizio Mangini

8

Handwritten Digit Recognition Based On a DSmT-SVM Parallel Combination
Nassim Abbas, Youcef Chibani and Hassiba Nemmour

9

An MLP for binarizing images of old manuscripts
Abderrahmane Kefali, Toufik Sari and Halima Bahi

10

A New Text Extraction Method Incorporating Local Information
Yang Zhang, Chunheng Wang, Baihua Xiao, Cunzhao Shi

11

Moment-based Image Normalization for Handwritten Text Recognition
Michal Kozielski, Jens Forster and Hermann Ney

12

Page segmentation based on Steerable Pyramid features
Mohamed Benjelil, Rémy Mullot and Adel M. Alimi

13

Structural Features Extraction for Handwritten Arabic Personal Names Recognition
Afef Kacem, Nadia Aouïti and Abdel Belaïd

14

Segmentation and Word Spotting Methods for Printed and Handwritten Arabic Texts: A Comparative Study
Mariem Gargouri, Slim Kanoun, Jean-Marc Ogier

15

Analysis of Preprocessing Techniques for Latin Handwriting Recognition
Hendrik Pesch, Mahdi Hamdani, Jens Forster and Hermann Ney

16

A Study of handwritten characters by shape descriptors: doping using the Freeman code
Chekib Gmati, Sofiene Haboubi, Abdulqadir Alaqeeli and Hamid Amiri

17

Statistical Machine Translation as a Language Model for Handwriting Recognition
Jacob Devlin, Matin Kamali, Krishna Subramanian, Rohit Prasad and Prem Natarajan

18

Segmentation and recognition strategy of handwritten connected digits based on the oriented sliding window
Abdeldjalil Gattal and Youcef Chibani

19

Mode Detection in Online Handwritten Documents Using BLSTM Neural Networks
Emanuel Indermühle, Volkmar Frinken and Horst Bunke

20

MAYASTROUN- A Multilanguage Handwriting Database
Sourour Njah, Hala Bezine and Badreddine Ben Nouma and Adel M. Alimi

21

Persian Signature Verification Based on Fractal Dimension Using Testing Hypothesis
Atefeh Foroozandeh, Younes Akbari, Mohammad J. Jalili and Javad Sadri

22

Recognition of Relatively Small Handwritten Characters, or Size Matters
Vadim Mazalov and Stephen Watt

23

Grouping of Handwritten Bangla Basic Characters, Numerals and Vowel Modifiers for Multilayer Classification
Khondker Nayef Reza and Mumit Khan

24

Word Spotting based Retrieval of Urdu Handwritten Documents
Ali Abidi, Akhtar Jamil, Imran Siddiqi and Khurram Khurshid

25

Automatic abbreviation detection in medieval medical documents
Constantino Malagón, Roberto Rizky, Kim Yonsoo, Marzal Francisco and Izquierdo Luis

26

Off-line Handwritten Signature Verification Using Contourlet Transform and Co-occurrence Matrix
Assia Hamadene, Youcef Chibani and Hassiba Nemmour

27

Dynamic Programming Matching with Global Features for Online Character Recognition
Minoru Mori, Seiichi Uchida and Hitoshi Sakano

28

Retrieval of Rashi Semi-Cursive Handwriting via Fuzzy Logic
Zeev Zalevsky and Eran Gur


September 19, 2012

9.00-10.00

Invited Talk I: Strokes Against Stroke – Stroke For Strides
Rejean Plamondon
Chair: Ching Y. Suen
Apulia Room, h. 9.00-10.00

Session 6 – Track I: Signature Recognition I
Chair: Angelo Marcelli, Wataru Ohyama
Apulia Room, h. 10.00-11.00

10.00-10.20

Handwritten Signature Verification: New Advancements and Open Issues
Donato Impedovo, Giuseppe Pirlo and Rejean Plamondon

10.20-10.40

Hindi Off-line Signature Verification
Srikanta Pal, Michael Blumenstein and Umapada Pal

10.40-11.00

Online Signature Verification Based on Legendre Series Representation. Robustness Assessment of Different Feature Combinations
Marianela Parodi, Juan Carlos Gomez and Marcus Liwicki

Session 6 – Track II: Writer Identification I
Chair: Volker Märgner, Saeed Mozaffari
Albatros Room, h. 10.00-11.00

10.00-10.20

Modeling Writing Styles for Online Writer Identification: A Hierarchical Bayesian Approach
Arti Shivram, Chetan Ramaiah, Utkarsh Porwal and Venu Govindaraju

10.20-10.40

Writer-specific Dissimilarity Normalisation for Improved Writer-independent Off-line Signature Verification
Jacques Swanepoel and Johannes Coetzer

10.40-11.00

A Database for Arabic Handwritten Text Image Recognition and Writer Identification
Anis Mezghani, Slim Kanoun, Maher Khemakhem and Haikal El Abed

Session 7 – Track I: Writer Identification II
Chair: Christian Viard-Gaudin, Johannes Coetzer
Apulia Room, h. 11.30-12.30

11.30-11.50

Evolution maps for connected components in text documents
Ofer Biller, Klara Kedem, Itshak Dinstein and Jihad El-Sana

11.50-12.10

Modeling handwriting style: a preliminary investigation
Angelo Marcelli, Antonio Parziale and Adolfo Santoro

12.10-12.30

Structural Learning for Writer Identification in Offline Handwriting
Utkarsh Porwal, Chetan Ramaiah, Arti Shivram and Venu Govindaraju

Session 7 – Track II: Signature Recognition II
Chair: Michael Fairhurst, Giuseppe Pirlo
Albatros Room, h. 11.30-12.30

11.30-11.50

Signature Segmentation from Document Images
Sheraz Ahmed, Muhammad Imran Malik, Marcus Liwicki and Andreas Dengel

11.50-12.10

Combination of signature verification techniques by SVM
Takashi Ito, Wataru Ohyama, Tetsushi Wakabayashi and Fumitaka Kimura

12.10-12.30

Adaptation of Writer-Independent Systems for Offline Signature Verification
George Eskander, Robert Sabourin and Eric Granger

Teaser for Poster Session B
Chair: Umapada Pal, Volkmar Frinken
Apulia Room, h. 12.30-13.30

Poster Session B
Chair: Umapada Pal, Volkmar Frinken
Albatros Gallery, h. 15.00-16.00

1

Text Detection and Recognition in Real World Images
Raid Saabni and Moti Zwilling

2

KHATT: Arabic Offline Handwritten Text Database
Sabri A. Mahmoud, Irfan Ahmad, Mohammad Alshayeb, Wasfi G. Al-Khatib, Mohammad Tanvir Parvez, Gernot A. Fink, Volker Märgner, Haikal El Abed

3

A Coarse-to-Fine Approach for Handwritten Word Spotting in Large Scale Historical Documents Collection
Jon Almazán, David Fernández, Alicia Fornés, Josep Lladós and Ernest Valveny

4

Procedural Analysis of a sketching activity: Principles and Applications
Ney Renau-Ferrer and Remi Celine

5

A Novel Naive Bayes Voting Strategy for Combining Classifiers
Claudio De Stefano, Francesco Fontanella and Alessandra Scotto Di Freca

6

Semi-Customizable Gestural Commands Approach and its Evaluation
Peiyu Li, Ney Renau-Ferrer, Eric Anquetil and Eric Jamet

7

Character Image Patterns as Big Data
Seiichi Uchida, Ryosuke Ishida, Akira Yoshida, Wenjie Cai and Yaokai Feng

8

Fast Feature Selection for Handwritten Digit Recognition
Hassan Chouaib, Florence Cloppet and Nicole Vincent

9

An Unconstrained Benchmark Urdu Handwritten Sentence Database with Automatic Line Segmentation
Ahsen Raza, Imran Siddiqi, Ali Abidi, Fahim Arif

10

A Hybrid Approach for Line Segmentation in Handwritten Documents
Hande Adigüzel, Emre Sahin and Pinar Duygulu

11

Multi-script Writer Identification Optimized With Retrieval Mechanism
Chawki Djeddi, Imran Siddiqi, Labiba Souici-Meslati and Abdel Ennaji

12

A Multilevel Text-line Segmentation Framework for Handwritten Historical Documents
Ines Ben Messaoud, Haikal El Abed, Hamid Amiri and Volker Märgner

13

Denoising textual images using local/non-local smoothing filters: A comparative study
Fadoua Drira and Franck Lebourgeois

14

Optimization of Point Selection on Digital Ink Curves
Rui Hu and Stephen Watt

15

Local Feature based Online Mode Detection with Recurrent Neural Networks
Sebastian Otte, Marcus Liwicki, Dirk Krechel and Andreas Dengel

16

Chinese Payee Name Recognition Based on Seal Information of Chinese Bank Checks
Chao Ren and Youbin Chen

17

MfrDB: Database of Annotated On-line Mathematical Formulae
Jan Stria, Martin Bresler, Daniel Prusa and Vaclav Hlavac

18

Comparing Character Recognition Based Approach with Feature Matching Based Approach for Digital Ink Search
Cheng Cheng, Zhu Bilan and Nakagawa Masaki

19

HMM-based Offline Arabic Handwriting Recognition, Using new Feature Extraction and Lexicon Ranking Techniques
Hesham Eraqi and Sherif Abdelazeem

20

Multi-Classifier System Configuration using Genetic Algorithms
Donato Impedovo, Giuseppe Pirlo and Donato Barbuzzi

21

Two Schemas for Online Character Recognition of Telugu script based on Support Vector Machines
Rajkumar Joseph, K. Mariraja, Kanakapriya Kalayanasundaram, Nishanthini Soundararajan and Srinivasa Chakravarthy

22

Competitive hybrid exploration for off-line sketches structure recognition
Achraf Ghorbel, Aurélie Lemaitre and Eric Anquetil

23

A Morphology based Approach for Binarization of Handwritten Documents
Vassilis Papavassiliou, Fotini Simistira, Vassilis Katsouros and George Carayannis

24

Keyword Spotting Framework using Dynamic Background Model
Gaurav Kumar, Zhixin Shi, Srirangaraj Setlur, Venu Govindaraju and Sitaram Ramachandrula

25

Text Line Extraction Using Adaptive Partial Projection for Palm Leaf Manuscripts from Thailand
Rapeeporn Chamchong and Chun Che Fung

26

Effective Technique for the Recognition of Writer Independent Off-line Handwritten Arabic Words
Sherif Abdel Azeem and Hany Ahmed

27

HMM Based Online Handwritten Bangla Character Recognition using Dirichlet Distributions
Chandan Biswas, Ujjwal Bhattacharya and Swapan K. Parui


September 20, 2012

9.00-10.00

Invited Talk II: Evaluating the Probability of Identification in the Forensic Sciences
Sargur N. Srihari
Chair: Sebastiano Impedovo
Apulia Room, h. 9.00-10.00

Session 8 – Track I: Forensic Applications
Chair: Michael Blumenstein, Tonis Kasvand
Apulia Room, h. 10.00-11.00

10.00-10.20

From Terminology to Evaluation: Performance Assessment of Automatic Signature Verification Systems
Muhammad Imran Malik and Marcus Liwicki

10.20-10.40

Role of Automation in the Examination of Handwritten Items
Sargur Srihari and Kirsten Singer

10.40-11.00

Off-line Writer Verification Using Shape and Pen Pressure Information
Manabu Okawa and Kenichi Yoshida

Session 8 – Track II: Historical Documents
Chair: Eric Anquetil, Ujjwal Bhattacharya
Albatros Room, h. 10.00-11.00

10.00-10.20

Region Based Local Binarization Approach for Handwritten Ancient Documents
Ines Ben Messaoud, Hamid Amiri, Haikal El Abed and Volker Märgner

10.20-10.40

Layout Analysis for Arabic Historical Document Images Using Machine Learning
Syed Saqib Bukhari, Thomas Breuel, Abedelkadir Asi, Jihad El-Sana

10.40-11.00

Binarization of First Temple Period Inscriptions - Performance of Existing Algorithms and a New Registration Based Scheme
Arie Shaus, Eli Turkel and Eli Piasetzky

Teaser for Poster Session C
Chair: Rohit Prasad , Marcus Liwicki
Apulia Room, h. 11.30-12.30

Poster Session C
Chair: Rohit Prasad , Marcus Liwicki
Albatros Gallery, h. 12.30-13.30

1

A Wavelet-based Descriptor for Handwritten Numeral Classification
Leticia Seijas and Enrique Segura

2

A Neural Scheme for Procedural Motor Learning of Handwriting
Rosa Senatore and Angelo Marcelli

3

New Advancements in Zoning-Based Recognition of Handwritten Characters
Donato Impedovo, Giuseppe Pirlo and Raffaele Modugno

4

Analysis of Different Subspace Mixture Models in Handwriting Recognition
V.N. Manjunath Aradhya and S K Niranjan

5

Handwritten Digit Recognition by Multi-Objective Optimization of Zoning Methods
Sebastiano Impedovo, Giuseppe Pirlo and Francesco Maurizio Mangini

6

A semi-automatic annotation scheme for Bangla online mixed cursive handwriting samples
Ujjwal Bhattacharya, Raja Banerjee, Sudarshan Baral, Rohitaswa De and Swapan K. Parui

7

Building a Personal Handwriting Recognizer on an Android Device
Debarshi Dutta, Aruni Roy Chowdhury, Ujjwal Bhattacharya and Swapan K. Parui

8

A structure for adaptive handwriting recognition
Vadim Mazalov and Stephen Watt

9

Farsi/Arabic Handwritten from Machine-printed Words Discrimination
Saeed Mozaffari and Parnia Bahar

10

A Component-based On-line Handwritten Tibetan Character Recognition Method Using Conditional Random Field
Longlong Ma and Jian Wu

11

A Courtesy Amount Recognition System for Chinese Bank Checks
Dong Liu and Youbin Chen

12

Language and script identification based on Steerable Pyramid Features
Mohamed Benjelil, Rémy Mullot and Adel M.Alimi

13

Recovering Dynamic Stroke Information of Multi-Stroke Handwritten Characters with Complex Patterns
Takayuki Nagoya and Hiroyuki Fujioka

14

Implementing Word Retrieval in Handwritten Documents using a Small Dataset
Yiqing Liang, Richard Guest and Michael Fairhurst

15

Fast Key-Word Searching Using 'BoostMap' based Embedding
Raid Saabni and Alexander Bronstein

16

Stroke Segmentation and Recognition from Bangla Online Handwritten Text
Nilanjana Bhattacharya and Umapada Pal

17

QUWI: An Arabic and English Handwriting Dataset for Offline Writer Identification
Somaya Al-Maadeed, Wael Ayouby, Abdelaali Hassaine and Jihad Alja’am

18

Reducing Annotation Workload Using a Codebook Mapping and its Evaluation in On-Line Handwriting
Jinpeng Li, Harold Mouchère and Christian Viard-Gaudin

19

A System for Hand-Written and Machine-Printed Text Separation in Bangla Document Images
Purnendu Banerjee and Bidyut Baran Chaudhuri

20

On Influence of Line Segmentation in Efficient Word Segmentation in Old Manuscripts
David Fernández, R. Manmatha, Josep Lladós and Alicia Fornés

21

Interactive Enhancement on Handwritten Text trough Multi-resolution Gaussian
Oliver Nina

22

Three Evaluation Criteria's Towards a Comparison of Two Characters Segmentation Methods for Handwritten Arabic Script
Fadoua Bouafif Samoud, Samia Snoussi Maddouri, Hamid Amiri

23

New protocol design for wordspotting assistance system: Case study of the collaborative library model – ARMARIUS
Abir Chaari, Fadoua Drira, Elod Egyed-Zsigmond, Mohamed Adel Alimi, Frack Lebourgeois

24

A Novel Approach for Stroke Extraction of Off-line Chinese handwritten characters based on Optimum paths
Jun Tan, Jian-Huang Lai, Wei-Shi Zheng and Ching Y Suen

25

Natural Revocability in Handwritten Signatures to Enhance Biometric Security
Tasmina Islam and Michael Fairhurst

26

Improving handwritten signature-based identity prediction through the integration of fuzzy soft-biometric data
Márjory Da Costa-Abreu and Michael Fairhurst

27

A neuro-Beta-elliptic model for handwriting generation movements
Mahmoud Ltaief, Hala Bezine and Adel M.Alimi

28

Occluded Character Restoration Using Active Contour with Shape Priors
Rafi Cohen, Klara Kedem, Itshak Dinstein and Jihad El-Sana

15.00-16.00

Panel Session:
The future of handwriting recognition

Chair: Lambert Schomaker
Apulia Room, h. 15.00-16.00

16.00-17.00

Competitions

Chair: Apostolos Antonacopoulos, Haikal El Abed
Apulia Room, h. 16.00-17.00

Competition on Recognition of On-line Mathematical Expressions (CROHME 2012)
H. Mouchère and C. Viard-Gaudin - D. H. Kim and J. H. Kim

Competition on Handwritten Document Image Binarization (H-DIBCO 2012)
I. Pratikakis, B. Gatos, K. Ntirogiannis

Competition on Automatic Forensic Signature Verification (4NsigComp 2012)
M. Liwiki, M.I. Malik, L. Alewijnse, E. van den Heuvel, B. Found

Competition on Writer Identification - Challenge 1: Latin/Greek Documents
G. Louloudis, B. Gatos, N. Stamatopoulus

Competition on Writer Identification - Challenge 1: Arabic Scripts
A. Hassaïne, S. Al Maadeed

17.30-18.30

Awards

GIRPR Award
Chair: Gabriella Sanniti di Baja

IGS Award
Chair: Angelo Marcelli

ICFHR 2012
IAPR Best paper Award
Chairs: Andreas Dengel, Masaki Nakagawa, Sargur N. Srihari

ICFHR 2012
IAPR Best Poster Award
Chairs: Andreas Dengel, Masaki Nakagawa, Sargur N. Srihari

Apulia Room, h. 17.30-18.30

18.30-19.30

Closure Ceremony

Chair: Sebastiano Impedovo
Apulia Room, h. 18.30-19.30