Multimodal interactive handwritten text transcription /

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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:
Natural language processing.
Natural language processing
Writing > Data processing.
Multimodal user interfaces (Computer systems)
Human-computer interaction.
Écriture > Informatique.
Interfaces utilisateurs multimodales (Systèmes informatiques)
COMPUTERS > Computer Vision & Pattern Recognition.
COMPUTERS > Optical Data Processing.
Human-computer interaction
Writing > Data processing
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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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