Title :
A Programming Model for Distributed Content-Based Image Retrieval
Author :
Chang, Feng-Cheng ; Huang, Hsiang-Cheh
Author_Institution :
Nat. Chiao Tung Univ., Hsinchu
Abstract :
With the growth of digital contents, content-based image retrieval becomes important. The huge amount of computation can be solved by distributed computing. However, to design a distributed algorithm and program it with cross-platform capability is difficult. We present a programming model which is based on list data processing, and it can be transparently executed in a distributed environment with some auxiliary tools. This model allows us to explicitly specify the parallelism without special language support, such as new reserved keywords or new directives. Although this approach may introduce non- trivial overhead in some aspects, it can be used to write a distributed program using a conventional (and of en sequential) language.
Keywords :
content-based retrieval; distributed algorithms; distributed programming; image retrieval; content-based image retrieval; digital contents; distributed algorithm; distributed computing; distributed programming; Algorithm design and analysis; Content based retrieval; Data processing; Distributed algorithms; Distributed computing; Image retrieval; Network servers; Parallel processing; Peer to peer computing; Yarn;
Conference_Titel :
Intelligent Information Hiding and Multimedia Signal Processing, 2007. IIHMSP 2007. Third International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-2994-1
DOI :
10.1109/IIH-MSP.2007.54