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Similarity Images with Hierarchical Graph based on WordNet Thesaurus |
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| รหัสดีโอไอ | |
| Creator | นัศพ์ชาณัณ ชินปัญช์ธนะ |
| Title | Similarity Images with Hierarchical Graph based on WordNet Thesaurus |
| Publisher | Faculty of Information Science and Technology, Mahanakorn University of Technology |
| Publication Year | 2559 |
| Journal Title | Journal of Information Science and Technology |
| Journal Vol. | 6 |
| Journal No. | 1 |
| Page no. | 8-15 |
| Keyword | image retrieval, image processing, semantic image, hierarchical graph, similarity measure |
| URL Website | https://tci-thaijo.org/index.php/JIST |
| Website title | Journal of Information Science and Technology |
| ISSN | 2651-1053 |
| Abstract | Image retrieval is active research topic in image processing field. There are many research groups that have attempted to improve new technique for better results. However, the model cannot specific enough for representing the meaning of images. In this paper, we present a novel technique of the similarity images on hieratical graph based on WordNet. The model is divided into 3 steps that included (1) prepared the image data (2) related the relationship on images and (3) evaluated with similarity measure. The experimental results indicate that our proposed approach offers significant performance improvements in the interpretation of semantic image with the maximum of 85.7% |
