retrieveImages
Search image set for similar image
Syntax
Description
returns the image identifiers imageIDs
= retrieveImages(queryImage
,imageIndex
)imageIDs
that correspond to images within
imageIndex
that are visually similar to the query image. The
imageIDs
are returned in ranked order, from the most to least similar
match.
[
optionally
returns the similarity scores used to rank the image retrieval results.
The imageIDs
,scores
]
= retrieveImages(queryImage
,imageIndex
)scores
output contains the corresponding
scores from 0 to 1.
[
optionally
returns the visual words in imageIDs
,scores
,imageWords
]
= retrieveImages(queryImage
,imageIndex
)queryImage
that are
used to search for similar images.
[
uses
additional options specified by one or more imageIDs
,___] =
retrieveImages(queryImage
,imageIndex
,Name,Value
)Name,Value
pair
arguments, using any of the preceding syntaxes.
Examples
Input Arguments
Name-Value Arguments
Output Arguments
References
[1] Sivic, J. and A. Zisserman. Video Google: A text retrieval approach to object matching in videos. ICCV (2003) pg 1470-1477.
[2] Philbin, J., O. Chum, M. Isard, J. Sivic, and A. Zisserman. Object retrieval with large vocabularies and fast spatial matching. CVPR (2007).
[3] Gálvez-López, Dorian, and Juan D. Tardos. Bags of binary words for fast place recognition in image sequences. IEEE Transactions on Robotics 28.5 (2012): 1188-1197.
Extended Capabilities
Version History
Introduced in R2015a