Academic Journal
Image Searching within Another Image Using Image Matching and Genetic Algorithms
| العنوان: | Image Searching within Another Image Using Image Matching and Genetic Algorithms |
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| المؤلفون: | Kadir Kavaklıoğlu, Mehmet Karakoc |
| المصدر: | Pamukkale University Journal of Engineering Sciences, Vol 21, Iss 5, Pp 182-193 (2015) |
| بيانات النشر: | Pamukkale University, 2015. |
| سنة النشر: | 2015 |
| المجموعة: | LCC:Engineering (General). Civil engineering (General) |
| مصطلحات موضوعية: | image processing, image matching, artificial neural networks, genetic algorithms, parallel programming image searching within another image, görüntü içinde görüntü arama, görüntü işleme, görüntü eşleme, yapay sinir ağları, genetik algoritmalar, paralel programlama, Engineering (General). Civil engineering (General), TA1-2040 |
| الوصف: | Main focus of this work is to realize image searching within another image in an efficient way. Image searching within another image is accomplished through the integrated use of image matching techniques and searching algorithms. Artificial neural networks along with various image features such as average color value, color standard deviation, correlation and edge parameters are used for image matching whereas genetic algorithms were used for image searching. In the work presented in this paper, an integrated method based on smart searching algorithms, quick image matching methods and parallel programming techniques were proposed and implemented. Proposed method was tested on several low and high-resolution reference and template images. Results revealed that the proposed method can successfully match images and significantly reduce the total search time. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English Turkish |
| تدمد: | 1300-7009 2147-5881 |
| Relation: | https://dergipark.org.tr/tr/pub/pajes/issue/20560/219119; https://doaj.org/toc/1300-7009; https://doaj.org/toc/2147-5881 |
| URL الوصول: | https://doaj.org/article/26c98e3d79ed4c0b82d5db79fdeea0ad |
| رقم الانضمام: | edsdoj.26c98e3d79ed4c0b82d5db79fdeea0ad |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 13007009 21475881 |
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