Iterated Region for Interactive Image Segmentation on Dental Panoramic Radiograph
DOI:
https://doi.org/10.21609/jiki.v12i1.613Keywords:
Image Segmentation, Region Merging, Dental Panoramic RadiographAbstract
Image Segmentation is a process to separate between foreground and background. Segmentation process in low contrast image such as dental panoramic radiograph image is not easily determined. Image segmentation accuracy determines the success or failure of the final analysis process. The process of segmentation can occur ambiguity. This ambiguity is due to an ambiguous area if it is not selected as a region so it may have occurred cluster errors. To solve this ambiguity, we proposed a new region merging by iterated region merging process on dental panoramic radiograph image. The proposed method starts from the user marking and works iteratively to label the surrounding regions. In each iteration, the minimal gray-levels value is merged so the unknown regions significantly reduced. This experiment shows that the proposed method is effective with an average of ME and RAE of 0.04% and 0.06%.
Downloads
Published
2019-03-01
How to Cite
Meidyani, B., Qolby, L. S., Fajrin, A. M., Arifin, A. Z., & Navastara, D. A. (2019). Iterated Region for Interactive Image Segmentation on Dental Panoramic Radiograph. Jurnal Ilmu Komputer Dan Informasi, 12(1), 13–18. https://doi.org/10.21609/jiki.v12i1.613
Issue
Section
Articles
License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
