| 紀錄類型: |
書目-電子資源
: 單行本
|
| 作者: |
RomeroVerónica, |
| 合作者: |
ToselliAlejandro Héctor, |
| 合作者: |
VidalEnrique, |
| 出版地: |
Singapore |
| 出版者: |
World Scientific Pub.; |
| 出版年: |
2012 |
| 面頁冊數: |
1 online resource (xi, 167 p.)ill. : |
| 集叢名: |
Series in machine perception and artificial intelligence |
| 標題: |
Writing - Data processing - |
| 標題: |
Multimodal user interfaces (Computer systems) - |
| 標題: |
Human-computer interaction - |
| 電子資源: |
http://www.worldscientific.com/worldscibooks/10.1142/8394#t=toc |
| 附註: |
Print version record |
| 摘要註: |
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. |
| 內容註: |
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 |