Refereed full papers (journals, book chapters, international conferences)

1998

@inproceedings{DeV1998a,
	vgclass =	{refpap},
	vgproject =	{cbir},
	author =	{Jeremy S. De~Bonet and Paul Viola},
	title =	{Structure Driven Image Database Retrieval},
	editor =	{Michael I. Jordan and Michael J. Kearns and Sara A.
                 Solla},
	booktitle =	{Advances in Neural Information Processing Systems},
	volume =	{10},
	publisher =	{{MIT} Press},
	year =	{1998},
	url =	{http://www.ai.mit.edu/\~{}jsd/research/publications/1997/DeBonet-NIPS97-ImageDatabase.pdf},
	abstract =	{A new algorithm is presented which approximates the
	perceived visual similarity between images. The images are initially
	transformed into a feature space which captures visual structure,
	texture and color using a tree of filters. Similarity is the inverse of
	the distance in this \emph{perceptual feature space}. Using this algorithm
	we have constructed an image database system which can perform example
	based retrieval on large image databases. Using carefully constructed
	target sets, which limit variation to only a single visual
	characteristic, retrieval rates are quantitatively compared to those of
	standard methods.},
}