An analysis of ground truth binarized image variability of palm leaf manuscripts
| Title | An analysis of ground truth binarized image variability of palm leaf manuscripts |
| Publication Type | Conference Paper |
| Year of Publication | 2015 |
| Authors | Kesiman, M. W. A., Prum, S., Sunarya, I. M. G., Burie, J. C., Ogier, J. M. |
| Conference Name | 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) |
| Date Published | Nov. 2015 |
| Publisher | IEEE |
| Keywords | Binarization, binarization evaluation metrics, cultural differences, cultural heritage, document analysis system, document image processing, Frequency modulation, ground truth binarized image variability analysis, Ground truth image, ground truthing process, History, Image edge detection, Manuals, Measurement, optimal binarization method, Palm leaf manuscript, palm leaf manuscript images, pubcrawl170111, Skeleton, text analysis, Variability |
| Abstract | As a very valuable cultural heritage, palm leaf manuscripts offer a new challenge in document analysis system due to the specific characteristics on physical support of the manuscript. With the aim of finding an optimal binarization method for palm leaf manuscript images, creating a new ground truth binarized image is a necessary step in document analysis of palm leaf manuscript. But, regarding to the human intervention in ground truthing process, an important remark about the subjectivity effect on the construction of ground truth binarized image has been analysed and reported. In this paper, we present an experiment in a real condition to analyse the existance of human subjectivity on the construction of ground truth binarized image of palm leaf manuscript images and to measure quantitatively the ground truth variability with several binarization evaluation metrics. |
| URL | https://ieeexplore.ieee.org/document/7367134 |
| DOI | 10.1109/IPTA.2015.7367134 |
| Citation Key | kesiman_analysis_2015 |
- History
- Variability
- text analysis
- Skeleton
- pubcrawl170111
- palm leaf manuscript images
- Palm leaf manuscript
- optimal binarization method
- Measurement
- Manuals
- Image edge detection
- Binarization
- ground truthing process
- Ground truth image
- ground truth binarized image variability analysis
- Frequency modulation
- document image processing
- document analysis system
- cultural heritage
- cultural differences
- binarization evaluation metrics