این سایت در حال حاضر پشتیبانی نمی شود و امکان دارد داده های نشریات بروز نباشند
Journal of Artificial Intelligence and Data Mining، جلد ۱۳، شماره ۱، صفحات ۶۳-۷۳
عنوان فارسی
چکیده فارسی مقاله
کلیدواژه‌های فارسی مقاله
عنوان انگلیسی Applying Intuitionistic Fuzzy Sets to Improve Fuzzy Content-based Image Retrieval Systems
چکیده انگلیسی مقاله Visual features extracted from images in content-based image retrieval systems are inherently ambiguous. Consequently, applying fuzzy sets for image indexing in image retrieval systems has improved efficiency. In this article, the intuitionistic fuzzy sets are used to enhance the performance of the Fuzzy Content-Based Image Retrieval (F-CBIR) system. To this aim, an Intuitionistic Fuzzy Content-Based Image Retrieval (IF-CBIR) is proposed by applying intuitionistic fuzzy generators on fuzzy sets. Due to the diversity of the intuitionistic fuzzy distance measure, several are assessed in IF-CBIR; in these assessments, the measure with higher performance is identified. Finally, the proposed IF-CBIR and the existing crisp CBIR and F-CBIR simulate on Corel 5K and Corel 10K databases. The results show that our proposed method has higher (10-15%) precision compared to the mentioned methods.
کلیدواژه‌های انگلیسی مقاله Image Retrieval,Feature extraction,Fuzzy image retrieval,Intuitionistic fuzzy image retrieval,HSV color space
نویسندگان مقاله Monireh Azimi Hemat |
Department of Computer science, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran.

Ezat Valipour |
Department of Applied Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran.

Laya Ali Ahmadipoor |
Department of Computer science, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran.

نشانی اینترنتی https://jad.shahroodut.ac.ir/article_3365_9f103e3110d02ffb0b850ca36702cd21.pdf
فایل مقاله فایلی برای مقاله ذخیره نشده است
کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده
نوع مقاله منتشر شده
برگشت به: صفحه اول پایگاه   |   نسخه مرتبط   |   نشریه مرتبط   |   فهرست نشریات