Combining Flash Memory and FPGAs to Efficiently Implement a Massively Parallel Algorithm for Content-Based Image Retrieval
With ever larger and more affordable storage capabilities, individuals and companies can now collect huge amounts of multimedia data, especially images. Searching such databases is still an open problem, known as content-based image retrieval (CBIR). In this paper, we present a hardware architecture...
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Published in | Reconfigurable Computing: Architectures, Tools and Applications pp. 247 - 258 |
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Main Authors | , , , |
Format | Book Chapter |
Language | English |
Published |
Berlin, Heidelberg
Springer Berlin Heidelberg
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Series | Lecture Notes in Computer Science |
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Abstract | With ever larger and more affordable storage capabilities, individuals and companies can now collect huge amounts of multimedia data, especially images. Searching such databases is still an open problem, known as content-based image retrieval (CBIR). In this paper, we present a hardware architecture based on FPGAs which aims at speeding-up visual CBIR.Our architecture is based on the unique combination of reconfigurable resources combined to Flash memory, and allows for a speed-up of 45 as compared to existing software solutions. |
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AbstractList | With ever larger and more affordable storage capabilities, individuals and companies can now collect huge amounts of multimedia data, especially images. Searching such databases is still an open problem, known as content-based image retrieval (CBIR). In this paper, we present a hardware architecture based on FPGAs which aims at speeding-up visual CBIR.Our architecture is based on the unique combination of reconfigurable resources combined to Flash memory, and allows for a speed-up of 45 as compared to existing software solutions. |
Author | Noumsi, Auguste Derrien, Steven Quinton, Patrice Chikhi, Rayan |
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Copyright | Springer Berlin Heidelberg 2007 |
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DOI | 10.1007/978-3-540-71431-6_23 |
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Editor | Diniz, Pedro C. Marques, Eduardo Bertels, Koen Cardoso, João M. P. Fernandes, Marcio Merino |
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SubjectTerms | Distance Computation Hardware Architecture Image Database Local Descriptor Query Image |
Title | Combining Flash Memory and FPGAs to Efficiently Implement a Massively Parallel Algorithm for Content-Based Image Retrieval |
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