Colour histogram content-based image retrieval and hardware implementation

被引:34
作者
Kotoulas, L [1 ]
Andreadis, I [1 ]
机构
[1] Democritus Univ Thrace, Elect Lab, Sect Elect & Informat Syst Technol, Dept Elect & Comp Engn, GR-67100 Xanthi, Greece
来源
IEE PROCEEDINGS-CIRCUITS DEVICES AND SYSTEMS | 2003年 / 150卷 / 05期
关键词
D O I
10.1049/ip-cds:20030481
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the ongoing development of multimedia technology, the number of information systems containing image retrieval functions is increasing rapidly. Techniques of colour histogram content-based image retrieval are compared in terms of speed and efficiency, and a modified approach based on a composite colour image histogram processing is introduced. The proposed approach is fast and provides results comparable to those of much slower algorithms. Furthermore, a novel pipelined hardware structure has been designed and implemented on an FPGA, to increase the operation speed and make the technique suitable for real-time applications. The typical clock frequency of this device is 35 MHz and it can perform over 50 comparisons of 640 x 480-pixel images per second.
引用
收藏
页码:387 / 393
页数:7
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