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MULTIMODAL INTERACTIVE HANDWRITTEN TEXT TRANSCRIPTION (Machine Perception and Artificial Intelligence) - Hardcover

 
9789814390330: MULTIMODAL INTERACTIVE HANDWRITTEN TEXT TRANSCRIPTION (Machine Perception and Artificial Intelligence)

Synopsis

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.

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From the Inside Flap

State of the Art; Interactive Pattern Recognition; Off-line Handwritten Text Recognition; On-line Handwritten Text Recognition; Computer Assisted Transcription of Handwritten Text Images; Multimodal Computer Assisted Transcription of Handwritten Text Images; A Web-based Demonstrator to Interactive Multimodal Transcription.

Review

"This book is a must for every student, researcher, academic teacher, and system developer interested or working in the field of automatic handwriting recognition. It may serve as a basis for teaching a course on HTR and can be used as a starting point for system development and further research into this area." -- Horst Bunke, Melchor Visiting Professor, University of Notre Dame, USA

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Hardcover. Condition: new. Hardcover. 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. Presents an interactive multimodal approach for efficient transcription of handwritten text images. This title studies an interactive scenario that 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9789814390330

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