کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
379298 | 659286 | 2007 | 16 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Image retrieval system using R-tree self-organizing map
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
Most of the retrieval systems concentrate much on low-level features such as color, texture, shape, position, etc. The present system is mainly developed based on the visual descriptors of the image such as color, texture and shape descriptors. We have used unsupervised Kohonen’s self-organizing maps (SOM) technique to train the images and our own indexing scheme with reference system based on R-tree SOM. We proposed an approach, fuzzy color histogram, for color retrieval and Lie descriptors for the retrieval of shapes. We have performed experiments and tested the proposed approach with our own image database constructed from Corel photo gallery.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Data & Knowledge Engineering - Volume 61, Issue 3, June 2007, Pages 524–539
Journal: Data & Knowledge Engineering - Volume 61, Issue 3, June 2007, Pages 524–539
نویسندگان
V.P. Subramanyam Rallabandi, S.K. Sett,