S. Krishnamachari, M. Abdel-Mottaleb, "Image browsing using hierarchical clustering," Proc. IEEE Int. Sym. on Comp. and Comm., p. 301--7, July 1999. Home/Search Document Details and Download
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Video Similarity Detection With Video Signature Clustering - Cheung, Zakhor (2001) (Correct)
....paper, we investigate clustering methods to further improve retrieval performance. A clustering structure can provide an efficient organization of data which allows users to rapidly focus on relevant information. For example, clustering is extensively used in the areas of browsing and navigation[8]. Another benefit of clustering, which will be the focus of this paper, is its potential gain in retrieval performance over simple thresholding or ranking similarity search techniques. Assume we have a distance function that measures similarity. When presented with a query, a simple thresholding ....
S. Krishnamachari, M. Abdel-Mottaleb, "Image browsing using hierarchical clustering," Proc. IEEE Int. Sym. on Comp. and Comm., p. 301--7, July 1999.
Compact Color Descriptor for Fast Image and Video.. - Krishnamachari.. (2000) Self-citation (Krishnamachari Abdel-mottaleb) (Correct)
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S. Krishnamachari and M. Abdel-Mottaleb, "Image Browsing using Hierarchical Clustering", In Proc. of the IEEE Symposium on Computers and Communications, ISCC 99, Egypt, July 1999.
MPEG 7: A Content Description Standard Beyond Compression - Abdel-Mottaleb Dimitrova.. Self-citation (Krishnamachari Abdel-mottaleb) (Correct)
....for a collection of still images or for a collection of frames in a video. When there are many sets of similar images in a large image database, a GoP histogram representation is a handy descriptor for the collection of similar images. Such a descriptor can be used for fast search [9] or browsing [10] of image databases. In video sequences, each shot consists of many frames that are very similar to each other in terms of their content and the whole shot can be efficiently represented by a GoF histogram [11,12] that is obtained by combining the histograms of the individual frames in the shot. ....
S. Krishnamachari, M. Abdel-Mottaleb, "Image Browsing Using Hierarchical Clustering", The 4th IEEE Symposium on Computers and Communications, Egypt, July 1999 .
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