دورية أكاديمية
A Curvelet-Transform-Based Image Fusion Method Incorporating Side-Scan Sonar Image Features
| العنوان: | A Curvelet-Transform-Based Image Fusion Method Incorporating Side-Scan Sonar Image Features |
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| المؤلفون: | Xinyang Zhao, Shaohua Jin, Gang Bian, Yang Cui, Junsen Wang, Bo Zhou |
| المصدر: | Journal of Marine Science and Engineering, Vol 11, Iss 7, p 1291 (2023) |
| بيانات النشر: | MDPI AG, 2023. |
| سنة النشر: | 2023 |
| المجموعة: | LCC:Naval architecture. Shipbuilding. Marine engineering LCC:Oceanography |
| مصطلحات موضوعية: | side-scan sonar, image fusion, curvelet transform, hierarchical fusion rules, Naval architecture. Shipbuilding. Marine engineering, VM1-989, Oceanography, GC1-1581 |
| الوصف: | Current methods of fusing side-scan sonar images fail to tackle the issues of shadow removal, preservation of information from adjacent strip images, and maintenance of image clarity and contrast. To address these deficiencies, a novel curvelet-transform-based approach that integrates the complementary attribute of details from side-scan sonar strip images is proposed. By capitalizing on the multiple scales and orientations of the curvelet transform and its intricate hierarchical nature, myriad fusion rules were applied at the corresponding frequency levels, enabling a more-tailored image fusion technique for side-scan sonar imagery. The experimental results validated the effectiveness of this method in preserving valuable information from side-scan sonar images, reducing the presence of shadows and ensuring both clarity and contrast in the fused images. By meeting the aforementioned challenges encountered in existing methodologies, this approach demonstrated great practical significance. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2077-1312 |
| Relation: | https://www.mdpi.com/2077-1312/11/7/1291; https://doaj.org/toc/2077-1312 |
| DOI: | 10.3390/jmse11071291 |
| URL الوصول: | https://doaj.org/article/817d1774d0d84706ae8e94639ef0c60a |
| رقم الأكسشن: | edsdoj.817d1774d0d84706ae8e94639ef0c60a |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 20771312 |
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| DOI: | 10.3390/jmse11071291 |