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Image restoration segmentation using watershed method for basic medical applications |
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| รหัสดีโอไอ | |
| Creator | Chuanpit Mungkala |
| Title | Image restoration segmentation using watershed method for basic medical applications |
| Contributor | Paiwan Wongsasinchai |
| Publisher | Faculty of Science and Technology, Rajamangala University of Technology Thanyaburi |
| Publication Year | 2564 |
| Journal Title | Progress in Applied Science and Technology |
| Journal Vol. | 11 |
| Journal No. | 2 |
| Page no. | 16-21 |
| Keyword | Image restoration, Image segmentation, Watershed method |
| URL Website | https://ph02.tci-thaijo.org/index.php/past |
| Website title | Progress in Applied Science and Technology |
| ISSN | 2730-3020 |
| Abstract | In this research, the knowledge of the geography of Thailand and mathematics by applying the knowledge of image processing and image segmentation to apply to basic medical such as photos of different parts of cancer, x-ray images, ultrasound images, or other images. To be used for accurate medical imaging analysis and reducing the initial error diagnosis of doctors which in this research we have applied the knowledge of the watershed method and image segmentation using mathematical morphology the methodology used depends on the watershed dynamics. To avoid over-segmentation, the watershed change is combined with a fast algorithm using the contour configuration method. Thresholding active contours and differential operators do well in the segmentation of isolated regions, while regional growth has a greater advantage, yielding good results. and there are numerical tests that have demonstrated the effectiveness of our method for segmenting images. |
