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  • of text containers introduce a range of new challenges for document image analysis stemming from perspective distortions a large variety of fonts and backgrounds anti aliasing and compression artefacts Addressing the need of reading textual content in such domains entails a paradigm shift in the document analysis field that calls for a change in the definition of document to include complex unconstrained text containers as opposed to the traditional scanned paper document The IJDAR Special Issue on Robust Reading invites original work on topics related to the detection extraction and recognition of textual content in such complex unconstrained text containers Topics of Interest The list of topics includes but is not limited to Scene text localisation segmentation and recognition Reading scene and or overlaid text in video sequences Text localisation segmentation and recognition in born digital images Restoration of camera captured documents dewarping deblurring etc Quality estimation and degradation modelling of camera captured text Performance evaluation and metrics Applications such as translation reading text for the blind etc Graphical content interpretation in complex settings Submission Process Authors are encouraged to submit high quality original work that has neither appeared in nor is under consideration by other journals All submissions will be peer reviewed subject to the standards of the journal Manuscripts based on previously published conference papers must be extended substantially Manuscripts should be submitted to http www editorialmanager com ijda All submissions are strictly limited to 15 pages in IJDAR format Detailed instructions are available on the IJDAR website Please select S I Robust Reading in the menu Choose Article Type after clicking on Submit new manuscript The submission site will open on 1st May 2014 Important Dates Paper submission hard deadline 01 Jun 2014 First notifications 01 Aug 2014 Submission of revised papers 01 Oct 2014 Acceptance notifications

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  • http www ict griffith edu au das2012 tutorial html Those tutorials are FREE of charge We organizers welcome your participation Best regards DAS2012 organizers Announcement New dataset archived at TC11 Web Site We are pleased to announce that the Street View House Numbers dataset SVHN compiled by members of Stanford University and Google Inc is now available through the TC11 Web site http www iapr tc11 org mediawiki index php The Street View House Numbers SVHN Dataset SVHN is a real world image dataset for developing machine learning and object recognition algorithms with minimal requirement on data pre processing and formatting It can be seen as similar in flavour to MNIST e g the images are of small cropped digits but incorporates an order of magnitude more labelled data over 600 000 digit images and comes from a significantly harder unsolved real world problem recognizing digits and numbers in natural scene images SVHN is obtained from house numbers in Google Street View images We would like to remind you that the TC10 and TC11 welcome contributions of new datasets or other resources related to the community Please check the TC11 site on information about how to submit datasets for archiving http www iapr tc11 org mediawiki index php Datasets Dimosthenis Karatzas TC 11 Dataset Curator Job Offer at ITESOFT Research Fellow in Document Image Analysis H F Company Founded in 1984 ITESOFT is a European software company specialising in the development of automatic information flows processing solutions with sites in Germany in the UK and in France Thanks to its unique know how of shape and character recognition technologies ITESOFT is the leader in the French document capture and processing market and number 3 in Europe with more than 600 clients and one billion documents processed every year ITESOFT markets its products and solutions in France and internationally in all sectors In strong growth since its creation its strengthened turnover 2010 reached 20 2 M for a strength of 192 co workers ITESOFT has been listed on Euronext Paris since February 2001 We are seeking one research fellow position in the area of Document Image Analysis Missions The post is offered by the Research Development Dept at ITESOFT www itesoft com Aimargues France in the framework of a European Project IAPP Marie Curie Actions program ADAO in partnership with the Computer Vision Center www cvc uab es Barcelona Spain The successful applicant will join a vibrant group of 6 researchers and will be expected to contribute to the research activities of the group in one or more of the following areas Structural and Syntactic Pattern Recognition Graphics Recognition Handwriting Recognition and Colour Perceptual DIA The research activities will be developed in collaboration with the Document Analysis Group of the CVC 20 researchers Short visits at the CVC during the project might be possible Localisation Aimargues 30 Duration This position is available for a period of 12 months The candidate will be expected to start between January 2012 and April 2012

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  • at ITESOFT repost Research Fellow in Document Image Analysis H F Company Founded in 1984 ITESOFT is a European software company specialising in the development of automatic information flows processing solutions with sites in Germany in the UK and in France Thanks to its unique know how of shape and character recognition technologies ITESOFT is the leader in the French document capture and processing market and number 3 in Europe with more than 600 clients and one billion documents processed every year ITESOFT markets its products and solutions in France and internationally in all sectors In strong growth since its creation its strengthened turnover 2010 reached 20 2 M for a strength of 192 co workers ITESOFT has been listed on Euronext Paris since February 2001 We are seeking one research fellow position in the area of Document Image Analysis Missions The post is offered by the Research Development Dept at ITESOFT www itesoft com Aimargues France in the framework of a European Project IAPP Marie Curie Actions program ADAO in partnership with the Computer Vision Center www cvc uab es Barcelona Spain The successful applicant will join a vibrant group of 6 researchers and will be expected to contribute to the research activities of the group in one or more of the following areas Structural and Syntactic Pattern Recognition Graphics Recognition Handwriting Recognition and Colour Perceptual DIA The research activities will be developed in collaboration with the Document Analysis Group of the CVC 20 researchers Short visits at the CVC during the project might be possible Localisation Aimargues 30 Duration This position is available for a period of 12 months The candidate will be expected to start between January 2012 and April 2012 Profile A PhD degree in computer science engineering mathematics physics or related discipline is required Applicants

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  • CHARGE We hope that you will enjoy the tutorials to be delivered by the distinguished speakers Participants interested to attend the tutorials are requested to send his her willingness by sending an email to das2012 griffith edu au so that we can register your name for the tutorials With Thanks and Regards DAS2012 Organisers Call for Participation ICFHR 2012 Competitions Dear Colleague it is my pleasure to invite you for participating to the ICFHR 2012 Competitions that are listed in the following ID 1 ICFHR2012 Recognition of Online Handwritten Mathematical Expressions CROHME II http www isical ac in crohme ID 2 ICFHR2012 Handwritten Document Image Binarisation Contest H DIBCO 2012 http utopia duth gr ipratika HDIBCO2012 ID 3 ICFHR2012 On Line Arabic Handwriting Recognition Competition OAHRC 2012 http oahrc2012 regim org ID 4 ICFHR2012 Competition on Forensic Signature Verification 4NSigComp2012 http www dfki de liwicki 4NSigComp2012 4NSigComp2012 pdf ID 5 ICFHR2012 Word Spotting Competition http users iit demokritos gr bgat WordSpotComp2012 ID 6 ICFHR2012 Writer Identification Contest http users iit demokritos gr louloud ICFHR2012WritIdentCont ID 7 French Handwriting Recognition Competition http www rimes database fr wiki doku php For more information please visit the webpage http www icfhr2012 uniba it CallParticipation php Best Regards Sebastiano Impedovo ICFHR 2012 General Chair ICFHR 2012 Secretariat Department of Computer Science via E Orabona n 4 University of Bari Aldo Moro 70125 Bari BA ITALY ITALIA IT IJDAR Contents Telegram Volume 15 Number 1 International Journal on Document Analysis and Recognition IJDAR Volume 15 Number 1 http www springerlink com content wl75l2xw7744 A statistical handwriting model for style preserving and variable character synthesis Won Du Chang Jungpil Shin pp 1 19 A local evaluation of vectorized documents by means of polygon assignments and matching R Raveaux J C Burie J M Ogier pp 21

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  • the conference a Best Student Paper Award will be presented Papers are solicited in but not limited to the areas below Document Recognition Text recognition machine printed handwritten documents paper tablet camera and video sources Writer style identification verification and adaptation Graphics recognition vectorization e g for line art maps and technical drawings signature logo and graphical symbol recognition figure chart and graph recognition and diagrammatic notations e g music mathematical notation Document layout analysis and understanding document and page region segmentation form and table recognition and document understanding through combined modalities e g speech and images Evaluation performance metrics and document degradation models Additional topics document image filtering enhancement and compression document clustering and classification machine learning e g integration and optimization of recognition modules historical and degraded document images e g fax multilingual document recognition and web page analysis including wikis and blogs Document Retrieval Indexing and Summarization text documents messages blogs etc imaged documents entity tagging from OCR output and text categorization Query Languages and Modalities Content Based Image Retrieval CBIR for documents keyword spotting non textual query by example e g tables figures math querying by document geometry and or logical structure approximate string matching algorithms for OCR output retrieval of noisy text documents messages blogs etc cross and multi lingual retrieval Evaluation relevance and performance metrics evaluation protocols and benchmarking Additional topics relevance feedback impact of recognition accuracy on retrieval performance and digital libraries including systems engineering and quality assurance Important Dates 23 July 2012 Paper submission deadline Late August 2012 Author notifications 26 November 2012 Final paper submission deadline 5 7 February 2013 Conference dates Paper Submission All paper submissions should be between 8 12 pages in length using the SPIE LaTeX template available from conference web pages For accepted papers final submissions will

    Original URL path: http://www.iapr-tc11.org/mediawiki/images/Newsletter_2012_04_27.txt (2016-02-15)
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  • n s o r s a n d s u p p o r t e r s f o r t h e i r g e n e r o u s a s s i s t a n c e D e t a i l s a b o u t D A S 2 0 1 2 c a n b e o b t a i n e d a t h t t p w w w i c t g r i f f i t h e d u a u d a s 2 0 1 2 D A S 2 0 1 2 a t t r a c t e d a r e c o r d n u m b e r o f d o c u m e n t a n a l y s i s r e s e a r c h e r s f r o m a l l o v e r t h e w o r l d I n f a c t 1 3 1 p a p e r s u b m i s s i o n s w e r e r e c e i v e d f r o m r e s e a r c h e r s r e p r e s e n t i n g 3 2 c o u n t r i e s w h i c h i s i n d i c a t i v e o f t h e p o p u l a r i t y o f D A S e s p e c i a l l y a t t h e G o l d C o a s t T h e P r o g r a m C o m m i t t e e C h a i r s i n v i t e d 1 2 6 i n t e r n a t i o n a l r e f e r e e s t o r e v i e w t h e p a p e r s r e c e i v e d F i n a l l y 9 1 p a p e r s w e r e a c c e p t e d f o r p u b l i c a t i o n b y I E E E C o n f e r e n c e P u b l i s h i n g S e r v i c e s C P S O u t o f t h e 9 1 p a p e r s a c c e p t e d 3 6 w e r e s e l e c t e d f o r o r a l p r e s e n t a t i o n a n d 5 5 f o r p o s t e r p r e s e n t a t i o n a l o n g w i t h 1 3 s h o r t p a p e r s a n d 2 d e m o s e s s i o n s T h e s e a c c e p t e d p a p e r s c o v e r e d d i v e r s e a r e a s o f p r e p r o c e s s i n g f e a t u r e e x t r a c t i o n s e g m e n t a t i o n r e c o g n i t i o n s i g n a t u r e v e r i f i c a t i o n t e x t c l a s s i f i c a t i o n i m a g e r e t r i e v a l t e c h n i q u e s v i d e o d o c u m e n t p r o c e s s i n g d o c u m e n t i m a g e d e c o d i n g g r a p h i c a l d o c u m e n t p r o c e s s i n g p e r f o r m a n c e e v a l u a t i o n h i s t o r i c a l a n d h a n d w r i t t e n d o c u m e n t s a n d v a r i o u s o t h e r s y s t e m s a n d a p p l i c a t i o n s f o r d o c u m e n t a n a l y s i s T h e f i n a l p r o g r a m c o n s i s t e d o f s e v e n o r a l s e s s i o n s t w o p o s t e r s e s s i o n s a n d o n e d i s c u s s i o n s e s s i o n I n a d d i t i o n t h e k e y n o t e l e c t u r e w a s d e l i v e r e d b y t h e d i s t i n g u i s h e d s p e a k e r D r S a m y B e n g i o R e s e a r c h S c i e n t i s t i n t h e M a c h i n e L e a r n i n g g r o u p a t G o o g l e I n c C a l i f o r n i a U S A H i s k e y n o t e a d d r e s s w a s o n L e a r n i n g a S e m a n t i c S p a c e f r o m I m a g e A n n o t a t i o n t o M u s i c S i m i l a r i t y T w o p r e w o r k s h o p t u t o r i a l s e s s i o n s w e r e a l s o o r g a n i s e d a n d w e r e d e l i v e r e d b y P r o f G e r n o t F i n k o f T e c h n i s c h e U n i v e r s i t ä t D o r t m u n d G e r m a n y a n d P r o f e s s o r K o i c h i K i s e o f O s a k a P r e f e c t u r e U n i v e r s i t y J a p a n P r o f F i n k d e l i v e r e d a t u t o r i a l o n M a r k o v M o d e l s f o r H a n d w r i t i n g R e c o g n i t i o n a n d P r o f K i s e d i s c u s s e d L a r g e S c a l e D o c u m e n t I m a g e R e t r i e v a l a n d C h a r a c t e r R e c o g n i t i o n w i t h A p p r o x i m a t e N e a r e s t N e i g h b o r T e c h n i q u e s T h e s l i d e s o f t h e k e y n o t e l e c t u r e a n d t h e t u t o r i a l s a r e a v a i l a b l e o n l i n e a t t h e f o l l o w i n g D A S 2 0 1 2 w e b p a g e s h t t p w w w i c t g r i f f i t h e d u a u d a s 2 0 1 2 k e y n o t e h t m l h t t p w w w i c t g r i f f i t h e d u a u d a s 2 0 1 2 t u t o r i a l h t m l T h e p r o c e e d i n g s o f t h e w o r k s h o p h a v e b e e n p u b l i s h e d b y t h e I E E E C P S I S B N 1 3 9 7 8 0 7 6 9 5 4 6 6 1 2 a n d i s n o w a v a i l a b l e t h r o u g h t h e I E E E X p l o r e D i g i t a l L i b r a r y T h e p r o c e e d i n g s w i l l a l s o b e m a d e a v a i l a b l e o n t h e D A S 2 0 1 2 w e b s i t e T h e s o c i a l p r o g r a m s o r g a n i s e d d u r i n g t h e w o r k s h o p w e r e v e r y m u c h a p p r e c i a t e d b y t h e d e l e g a t e s A n a u t h e n t i c A b o r i g i n a l m u s i c p e r f o r m a n c e w a s o r g a n i s e d a t t h e w e l c o m e r e c e p t i o n T h e b a n q u e t d i n n e r w a s h e l d a t T h e A u s t r a l i a n O u t b a c k S p e c t a c u l a r f o l l o w e d b y t h e A w a r d s c e r e m o n y T h e N a k a n o b e s t p a p e r a w a r d t h e s t u d e n t b e s t p a p e r a w a r d a n d t h e h o n o u r a b l e m e n t i o n w e r e p r e s e n t e d d u r i n g t h e a w a r d s c e r e m o n y h t t p w w w i c t g r i f f i t h e d u a u d a s 2 0 1 2 a w a r d s h t m l b y M i c h a e l B l u m e n s t e i n D A S 2 0 1 2 W o r k s h o p C h a i r C a l l f o r P a p e r s A C P R 2 0 1 3 2 n d A s i a n C o n f e r e n c e o n P a t t e r n R e c o g n i t i o n A C P R 2 0 1 3 h t t p w w w a m s a n k e n o s a k a u a c j p A C P R 2 0 1 3 C a l l f o r p a p e r s T h e 2 n d A s i a n C o n f e r e n c e o n P a t t e r n R e c o g n i t i o n A C P R 2 0 1 3 w i l l b e h e l d o n N o v e m b e r 5 8 2 0 1 3 O k i n a w a J a p a n T h e c o n f e r e n c e a i m s a t p r o v i d i n g o n e m a j o r i n t e r n a t i o n a l f o r u m f o r r e s e a r c h e r s i n p a t t e r n r e c o g n i t i o n a n d r e l a t e d f i e l d s t o s h a r e t h e i r n e w i d e a s a n d a c h i e v e m e n t s S u b m i s s i o n s f r o m o t h e r t h a n t h e A s i a P a c i f i c r e g i o n s a r e a l s o h i g h l y e n c o u r a g e d T o p i c s o f i n t e r e s t i n c l u d e a l l a s p e c t s o f p a t t e r n r e c o g n i t i o n i n c l u d i n g b u t n o t l i m i t e d t o A C o m p u t e r V i s i o n a n d R o b o t V i s i o n B P a t t e r n R e c o g n i t i o n a n d M a c h i n e L e a r n i n g C S i g n a l P r o c e s s i n g s i g n a l s p e e c h i m a g e D M e d i a P r o c e s s i n g a n d I n t e r a c t i o n v i d e o d o c u m e n t m e d i c

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  • t i o n G r a p h i c s R e c o g n i t i o n D o c u m e n t I m a g e A n a l y s i s D o c u m e n t U n d e r s t a n d i n g D o c u m e n t A n a l y s i s S y s t e m s C a m e r a b a s e d D o c u m e n t P r o c e s s i n g B a s i c R e s e a r c h a n d M e t h o d o l o g i e s f o r D o c u m e n t P r o c e s s i n g D o c u m e n t D a t a b a s e s a n d D i g i t a l L i b r a r i e s M u l t i m e d i a D o c u m e n t s F o r e n s i c D o c u m e n t s H i s t o r i c a l D o c u m e n t s N o v e l A p p l i c a t i o n s S k e t c h i n g I n t e r f a c e s P e r f o r m a n c e E v a l u a t i o n C o n f e r e n c e O u t l i n e T h e c o n f e r e n c e w i l l b e h e l d a t t h e O m n i S h o r e h a m h o t e l i n W a s h i n g t o n D C U S A w i t h t h e m a i n c o n f e r e n c e b e i n g h e l d 2 5 t h 2 8 t h A u g u s t 2 0 1 3 w o r k s h o p s o n t h e 2 3 r d a n d 2 4 t h a n d h a l f d a y t u t o r i a l s o n t h e 2 4 t h a n d 2 5 t h A d o c t o r a l c o n s o r t i u m w i l l b e h e l d o n t h e a f t e r n o o n o f t h e 2 5 t h M a n u s c r i p t s o f a m a x i m u m l e n g t h o f f i v e p a g e s a r e e n c o u r a g e d t o b e s u b m i t t e d P a p e r s m u s t d e s c r i b e o r i g i n a l w o r k o n a n y o f t h e I C D A R r e l a t e d t o p i c s T h e f o r m a t t e m p l a t e s a n d i n s t r u c t i o n s f o r p a p e r s u b m i s s i o n w i l l b e m a d e a v a i l a b l e o n t h e C o n f e r e n c e w e b s i t e T h e d e a d l i n e f o r p a p e r s u b m i s s i o n i s F e b r u a r y 1 2 0 1 3 T h e r e v i e w p r o c e s s w i l l i n c l u d e a r e b u t t a l o p p o r t u n i t y f o r a u t h o r s O u r g o a l i s t o p r o v i d e a t r a n s p a r e n t a n d f a i r r e v i e w p r o c e s s e n s u r i n g a h i g h q u a l i t y t e c h n i c a l p r o g r a m C a l l s f o r s a t e l l i t e W o r k s h o p s T u t o r i a l s C o m p e t i t i o n s a n d S p o n s o r s h i p s a r e n o w a v a i l a b l e o n t h e C o n f e r e n c e W e b s i t e I m p o r t a n t d a t e s P a p e r S u b m i s s i o n F e b 1 2 0 1 3 A c c e p t a n c e N o t i f i c a t i o n M a y 1 2 0 1 3 C a m e r a R e a d y P a p e r s D u e J u n 1 2 0 1 3 A d v a n c e d R e g i s t r a t i o n J u n 1 2 0 1 3 W o r k s h o p P r o p o s a l s D u e N o v 1 2 0 1 2 T u t o r i a l P r o p o s a l s D u e N o v 1 2 0 1 2 C o m p e t i t i o n P r o p o s a l s D u e N o v 1 2 0 1 2 D e c i s i o n N o t i f i c a t i o n i D e c 1 2 0 1 2 M a i n C o n f e r e n c e A u g 2 5 2 8 2 0 1 3 W o r k s h o p s A u g 2 3 2 4 2 0 1 3 T u t o r i a l s A u g 2 4 2 5 2 0 1 3 D o c t o r a l C o n s o r t i u m A u g 2 5 2 0 1 3 O r g a n i z i n g C o m m i t t e e H o n o r a r y C h a i r G e o r g e N a g y R P I U S A G e n e r a l C h a i r D a v i d D o e r m a n n U n i v e r s i t y o f M a r y l a n d U S A G e n e r a l C o C h a i r s V e n u G o v i n d a r a j u U n i v e r s i t y a t B u f f a l o U S A D a n i e l L o p r e s t i L e h i g h U n i v e r s i t y U S A P r e m N a t a r a j a n R a y t h e o n B B N T e c h n o l o g i e s U S A P r o g r a m C o m m i t t e e C h a i r s E l i s a B a r n e y S m i t h B o i s e S t a t e U n i v e r s i t y U S A A b d e l B e l a i d L O R I A F r a n c e K o i c h i K i s e O s a k a P r e f e c t u r e U n i v e r s i t y J a p a n W o r k s h o p C h a i r A p o s t o l o s A n t o n a c o p o u l o s U n i v e r s i t y o f S a l f o r d U K T u t o r i a l C h a i r S i m o n e M a r i n a i U n i v e r s i t y o f F l o r e n c e I t a l y C o m p e t i t i o n s C h a i r s V o l k e r M ä r g n e r T e c h n i s c h e U n i v e r s i t ä t B r a u n s c h w e i g G e r m a n y H a i k a l E l A b e d T e c h n i s c h e U n i v e r s i t ä t B r a u n s c h w e i g G e r m a n y P u b l i c a t i o n s C h a i r S r i r a n g a r a j R a n g a S e t l u r U n i v e r s i t y a t B u f f a l o U S A S p o n s o r s h i p C h a i r A n d r e a s D e n g e l T e c h n i s c h e U n i v e r s i t ä t K a i s e r s l a u t e r n D F K I G e r m a n y P u b l i c i t y C h a i r s W a e l A b d A l m a g e e d U n i v e r s i t y o f M a r y l a n d U S A S r i r a n g a r a j R a n g a S e t l u r U n i v e r s i t y a t B u f f a l o U S A F i n a n c e C h a i r R o h i t P r a s a d R a y t h e o n B B N T e c h n o l o g i e s U S A D o c t o r a l C o n s o r t i u m C h a i r M a r c u s L i w i c k i T e c h n i s c h e U n i v e r s i t ä t K a i s e r s l a u t e r n D F K I G e r m a n y S e c r e t a r i a t D a v i d F r a m p t o n L a u r a S t e p h e n s R a y t h e o n B B N T e c h n o l o g i e s U S A E u g e n i a S m i t h E d S o b c z a k U n i v e r s i t y a t B u f f a l o U S A C a l l f o r P a r t i c i p a t i o n O p e n H a R T 1 3 e v a l u a t i o n N I S T 2 0 1 3 O p e n H a n d w r i t i n g R e c o g n i t i o n a n d T r a n s l a t i o n O p e n H a R T E v a l u a t i o n T h e N a t i o n a l I n s t i t u t e o f S t a n d a r d s a n d T e c h n o l o g y N I S T a n a g e n c y w i t h i n t h e U S D e p a r t m e n t o f C o m m e r c e i s p l e a s e d t o a n n o u n c e t h e s e c o n d O p e n H a R T e v a l u a t i o n t h a t i s t o t a k e p l a c e i n 2 0 1 3 T h e O p e n H a R T e v a l u a t i o n s e r i e s a i m s t o s u p p o r t d o c u m e n t a n a l y s i s r e s e a r c h a n d h e l p a d v a n c e t h e s t a t e o f t h e a r t i n d o c u m e n t a n a l y s i s t e c h n o l o g y t h r o u g h l a r g e s c a l e c o m m o n e v a l u a t i o n s 2 0 1 3 O p e n H a R T w i l l f o c u s o n t e x t l i n e s e g m e n t a t i o n O C R a n d t r a n s l a t i o n o f d o c u m e n t i m a g e s c o n t a i n p r i m a r i l y A r a b i c h a n d w r i t t e n s c r i p t T o l e a r n m o r e a b o u t t h e e v a l u a t i o n r e f e r t o t h

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  • n d 8 4 a r e f o r p o s t e r p r e s e n t a t i o n T h e a c c e p t e d p a p e r s c o v e r s e v e r a l a r e a s o f o n l i n e a n d o f f l i n e h a n d w r i t i n g p r e p r o c e s s i n g s e g m e n t a t i o n r e c o g n i t i o n w r i t e r i d e n t i f i c a t i o n a n d v e r i f i c a t i o n f o r f o r e n s i c a n d s e c u r i t y i s s u e s M o t o r m o d e l s f o r w r i t i n g a n d d r a w i n g h u m a n r e a d i n g m o d e l a n d p s y c h o l o g i c a l a s p e c t s d o c u m e n t a n d i m a g e r e t r i e v a l t e c h n i q u e s m u l t i m e d i a s y s t e m s W W W a p p l i c a t i o n s P D A a p p l i c a t i o n s e t c h a v e a l s o b e e n c o n s i d e r e d T h e f i n a l p r o g r a m c o n s i s t s o f 1 6 o r a l s e s s i o n s o r g a n i z e d i n t w o t r a c k s a n d t h r e e p o s t e r s e s s i o n s I n a d d i t i o n t w o d i s t i n g u i s h e d s p e a k e r s w i l l d e l i v e r t w o s p e c i a l l e c t u r e s i n t h e c o n f e r e n c e P r o f R e j e a n P l a m o n d o n t h a t w i l l p r e s e n t t h e I A P R i n v i t e d l e c t u r e S t r o k e s A g a i n s t S t r o k e S t r o k e F o r S t r i d e s a n d P r o f S a r g u r N S r i h a r i t h a t w i l l p r e s e n t t h e I A P R i n v i t e d l e c t u r e E v a l u a t i n g t h e P r o b a b i l i t y o f I d e n t i f i c a t i o n i n t h e F o r e n s i c S c i e n c e s F o u r c o m p e t i t i o n s h a v e b e e n o r g a n i z e d a n d r e s u l t s w i l l b e r e p o r t e d d u r i n g t h e c o n f e r e n c e t h e C o m p e t i t i o n o n R e c o g n i t i o n o f O n l i n e M a t h e m a t i c a l E x p r e s s i o n s o n H a n d w r i t t e n D o c u m e n t I m a g e B i n a r i z a t i o n o n A u t o m a t i c F o r e n s i c S i g n a t u r e V e r i f i c a t i o n a n d o n W r i t e r I d e n t i f i c a t i o n f o r L a t i n G r e e k D o c u m e n t s a n d A r a b i c S c r i p t s F o u r h a l f d a y t u t o r i a l s a n d o n e f u l l d a y t u t o r i a l h a v e a l s o b e e n o r g a n i z e d f o r t h e c o n f e r e n c e T h e h a l f d a y t u t o r i a l s a r e o n I n f o r m a t i o n r e t r i e v a l f r o m h a n d w r i t t e n d o c u m e n t s D e v e l o p m e n t o f H M M b a s e d H a n d w r i t t e n T e x t W o r d R e c o g n i t i o n S y s t e m s C o n c e p t i o n I m p l e m e n t a t i o n a n d E v a l u a t i o n 1 5 Y e a r s o f H a n d w r i t t e n W o r d S p o t t i n g A c h i e v e m e n t s a n d R e m a i n i n g C h a l l e n g e s H a n d w r i t i n g r e c o g n i t i o n I n d i c s c r i p t s T h e f u l l d a y t u t o r i a l i s o n S i g n a t u r e V e r i f i c a t i o n F o r e n s i c E x a m i n e r s P e r c e p t i o n a n d S o l u t i o n s f o r O f f L i n e a n d O n L i n e S i g n a t u r e s W e h o p e t h a t y o u n g r e s e a r c h e r s w i l l s e i z e t h e o p p o r t u n i t y t o p a r t i c i p a t e i n t h e t u t o r i a l t o c a p t u r e t h e m o s t i n t e r e s t i n g a s p e c t s a n d c h a l l e n g e s o f t h e d i f f e r e n t r e s e a r c h d o m a i n s T h e p a n e l s e s s i o n c h a i r e d b y P r o f L a m b e r t S c h o m a k e r w i l l s t i m u l a t e d i s c u s s i o n o n n e w t r e n d s i n t h e f i e l d o f h a n d w r i t i n g p r o c e s s i n g a n d r e c o g n i t i o n A l s o t h e s o c i a l p r o g r a m o f t h e c o n f e r e n c e i s b e i n g f i n a l i z e d a n d w e a r e c o n f i d e n t t o s h o w s o m e o f t h e m o s t b e a u t i f u l w o n d e r s o f A p u l i a t o c o n f e r e n c e p a r t i c i p a n t s T h e r e f o r e w e h o p e y o u w i l l f i n d y o u r s t a y f r u i t f u l a n d r e w a r d i n g W e w i s h y o u w i l l e n j o y e x c h a n g e o f t e c h n i c a l a n d s c i e n t i f i c i d e a s d u r i n g t h e 3 d a y s o f I C F H R 2 0 1 2 a s w e l l a s g e t t h e f l a v o r o f t h e a r t i s t i c a n d h i s t o r i c a l e x p e r i e n c e o f s t a y i n g i n t h e A p u l i a I t a l y G u i s e p p e P i r l o I C F H R 2 0 1 2 C o n f e r e n c e C o C h a i r T h e p r e l i m i n a r y t e c h n i c a l p r o g r a m o f I C F H R 2 0 1 2 c a n b e f o u n d a t t h e f o l l o w i n g w e b a d d r e s s h t t p w w w i c f h r 2 0 1 2 u n i b a i t p r o g r a m p h p A n n o u n c e m e n t P o s t P r o c e e d i n g s o f C B D A R 2 0 1 1 R e c e n t l y t h e p o s t p r o c e e d i n g s o f t h e 4 t h I n t e r n a t i o n a l W o r k s h o p o n C a m e r a B a s e d D o c u m e n t A n a l y s i s a n d R e c o g n i t i o n C B D A R 2 0 1 1 w h i c h w a s h e l d i n c o n j u n c t i o n w i t h I C D A R 2 0 1 1 i n B e i j i n g C h i n a h a v e b e e n p u b l i s h e d i n t h e S p r i n g e r L e c t u r e N o t e s s e r i e s h t t p w w w s p r i n g e r c o m c o m p u t e r i m a g e p r o c e s s i n g b o o k 9 7 8 3 6 4 2 2 9 3 6 3 4 F r o m t h e S p r i n g e r w e b s i t e T h i s b o o k c o n s t i t u t e s t h e t h o r o u g h l y r e f e r e e d p o s t w o r k s h o p p r o c e e d i n g s o f t h e 4 t h I n t e r n a t i o n a l W o r k s h o p o n C a m e r a B a s e d D o c u m e n t A n a l y s i s a n d R e c o g n i t i o n C B D A R 2 0 1 1 h e l d i n B e i j i n g C h i n a i n S e p t e m b e r 2 0 1 1 T h e 1 3 r e v i s e d f u l l p a p e r s p r e s e n t e d w e r e c a r e f u l l y s e l e c t e d d u r i n g a s e c o n d r o u n d o f r e v i e w i n g a n d i m p r o v e m e n t f r o m n u m e r o u s o r i g i n a l s u b m i s s i o n s I n t e n d e d t o g i v e a s n a p s h o t o f t h e s t a t e o f t h e a r t r e s e a r c h i n t h e f i e l d o f c a m e r a b a s e d d o c u m e n t a n a l y s i s a n d r e c o g n i t i o n t h e p a p e r s a r e o r g a n i z e d i n t o p i c a l s e 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