Parallel local histogram comparison hardware architecture for content-based image retrieval

被引:3
作者
Kotoulas, L [1 ]
Andreadis, I [1 ]
机构
[1] Democritus Univ Thrace, Elect Lab, Sch Elect & Informat Syst Technol, Dept Elect & Comp Engn, GR-67100 Xanthi, Greece
关键词
local colour histogram; image retrieval; FPGA;
D O I
10.1023/B:JINT.0000021021.10780.af
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The explosive growth of the World Wide Web has made a vast amount of information available especially the multimedia data such as images and graphics. New generation search engines with the technology of Content-Based Image Retrieval (CBIR) is a response to the need. In this paper, a new technique based on composite local colour histograms suitable for CBIR is described. The proposed approach is accurate even in very large image databases. Furthermore, a novel parallel hardware structure has been designed and implemented on a chip-set of FPGAs, in order to increase the operation speed. Its typical maximum clock frequency is 35 MHz and it can perform over 50 comparisons of 640 x 480-pixel images per second.
引用
收藏
页码:333 / 343
页数:11
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