| Record Type: |
Electronic resources
: monographic
|
| Author: |
RomeroVerónica, |
| Alternative Intellectual Responsibility: |
ToselliAlejandro Héctor, |
| Alternative Intellectual Responsibility: |
VidalEnrique, |
| Place of Publication: |
Singapore |
| Published: |
World Scientific Pub.; |
| Year of Publication: |
2012 |
| Description: |
1 online resource (xi, 167 p.)ill. : |
| Series: |
Series in machine perception and artificial intelligence |
| Subject: |
Writing - Data processing - |
| Subject: |
Multimodal user interfaces (Computer systems) - |
| Subject: |
Human-computer interaction - |
| Online resource: |
http://www.worldscientific.com/worldscibooks/10.1142/8394#t=toc |
| Notes: |
Print version record |
| Summary: |
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 |
| ISBN: |
9789814390347electronic bk. |
| ISBN: |
9814390348electronic bk. |
| ISBN: |
1283593734electronic bk. |
| ISBN: |
9781283593731electronic bk. |
| Content Note: |
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 |