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Exploiting the JPEG compression scheme for image retrieval

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2 Author(s)
M. Shneier ; Office of Naval Res., Arlington, VA, USA ; M. Abdel-Mottaleb

We address the problem of retrieving images from a large database using an image as a query. The method is specifically aimed at databases that store images in JPEG format, and works in the compressed domain to create index keys. A key is generated for each image in the database and is matched with the key generated for the query image. The keys are independent of the size of the image. Images that have similar keys are assumed to be similar, but there is no semantic meaning to the similarity

Published in:

IEEE Transactions on Pattern Analysis and Machine Intelligence  (Volume:18 ,  Issue: 8 )