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Multimodal interactive handwritten text transcription /

This book presents an interactive multimodal approach for efficient transcription of handwritten text images. This approach, rather than full automation, assists the expert in the recognition and transcription process. Until now, handwritten text recognition (HTR) systems are far from being perfect...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Romero, Verónica
Otros Autores: Toselli, Alejandro Héctor, Vidal, Enrique
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : World Scientific Pub, 2012.
Colección:Series in machine perception and artificial intelligence ; v. 80.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Romero, Verónica. 
245 1 0 |a Multimodal interactive handwritten text transcription /  |c Verónica Romero, Alejandra Héctor Toselli, Enrique Vidal. 
260 |a Singapore :  |b World Scientific Pub,  |c 2012. 
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380 |a Bibliography 
490 1 |a Series in machine perception and artificial intelligence ;  |v v. 80 
504 |a Includes bibliographical reference (pages 155-164) and index. 
588 0 |a Print version record. 
520 |a This book presents an interactive multimodal approach for efficient transcription of handwritten text images. This approach, rather than full automation, assists the expert in the recognition and transcription process. Until now, handwritten text recognition (HTR) systems are far from being perfect and heavy human intervention is often required to check and correct the results of such systems. The interactive scenario studied in this book combines the efficiency of automatic handwriting recognition systems with the accuracy of the experts, leading to a cost-effective perfect transcription of the handwritten text images. The interactive system here allows the user to repeatedly interact with the system. Hence, the quality and ergonomy of the interactive process is crucial for the success of the system. Moreover, more ergonomic multimodal interfaces are used to obtain an easier and more comfortable human-machine interaction. 
505 0 |a 1. Preliminaries. 1.1. Introduction. 1.2. State of the art. 1.3. Formal background. 1.4. Assessing computer assisted transcription of handwritten text images -- 2. Corpora. 2.1. Introduction. 2.2. CS. 2.3. ODEC. 2.4. IAMDB. 2.5. UNIPEN -- 3. Handwritten text recognition. 3.1. Introduction. 3.2. Off-line handwritten text recognition. 3.3. On-line handwritten text recognition. 3.4. Summary and conclusions -- 4. Computer assisted transcription of handwritten text images. 4.1. Introduction. 4.2. Formal framework. 4.3. Adapting the language model. 4.4. Searching. 4.5. Increasing interaction ergonomy. 4.6. Interacting at the character level. 4.7. Experimental framework. 4.8. Results. 4.9. Conclusions and future work -- 5. Multimodal computer assisted transcription of handwritten text images. 5.1. Introduction. 5.2. Formal framework. 5.3. Adapting the language model. 5.4. Searching. 5.5. Experimental framework. 5.6. Results. 5.7. Conclusions -- 6. A web-based demonstrator of interactive multimodal transcription. 6.1. Introduction. 6.2. User interaction protocol. 6.3. System description. 6.4. Evaluation. 6.5. Results and discussion. 6.6. Conclusions -- 7. Conclusions and outlook. 7.1. Conclusions. 7.2. Outlook. 
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630 0 0 |a Natural language processing. 
630 0 7 |a Natural language processing  |2 fast 
650 0 |a Writing  |x Data processing. 
650 0 |a Multimodal user interfaces (Computer systems) 
650 0 |a Human-computer interaction. 
650 6 |a Écriture  |x Informatique. 
650 6 |a Interfaces utilisateurs multimodales (Systèmes informatiques) 
650 7 |a COMPUTERS  |x Computer Vision & Pattern Recognition.  |2 bisacsh 
650 7 |a COMPUTERS  |x Optical Data Processing.  |2 bisacsh 
650 7 |a Human-computer interaction  |2 fast 
650 7 |a Multimodal user interfaces (Computer systems)  |2 fast 
650 7 |a Writing  |x Data processing  |2 fast 
700 1 |a Toselli, Alejandro Héctor. 
700 1 |a Vidal, Enrique. 
776 0 8 |i Print version:  |a Romero, Verónica.  |t Multimodal interactive handwritten text transcription.  |d Singapore : World Scientific Pub, 2012  |z 9789814390330  |w (OCoLC)773020578 
830 0 |a Series in machine perception and artificial intelligence ;  |v v. 80. 
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