Accession Number : ADA331082
Title : Retrieving Images by Appearance
Corporate Author : MASSACHUSETTS UNIV AMHERST
Personal Author(s) : Ravela, S. ; Manmatha, R.
PDF Url : ADA331082
Report Date : 1997
Pagination or Media Count : 6
Abstract : A system to retrieve images using a description of the image intensity surface is presented. Gaussian derivative filters at several scales are applied to the image and low order 2D differential invariants are computed. The resulting multi-scale representation is indexed for rapid retrieval. Queries are designed by the users from an example image by selecting appropriate regions. The invariant vectors corresponding to these regions are matched with the database counterparts both in feature and coordinate space. This yields a match score per image. Images are sorted by the match score and displayed. Experiments conducted with over 1500 images of objects embedded in arbitrary backgrounds are described. It is observed that images similar in appearance and whose viewpoint is within small view variations of the query can be retrieved with an average precision of 56%.
Descriptors : *INFORMATION RETRIEVAL, *OPTICAL CHARACTER RECOGNITION, *FEATURE EXTRACTION, DATA BASES, DATA MANAGEMENT, COMPUTER VISION, VISUAL PERCEPTION, SUBJECT INDEXING, OPTICAL PROCESSING, IMAGE REGISTRATION, OPTICAL FILTERS, IMAGE DISSECTION, OBJECT ORIENTED PROGRAMMING.
Subject Categories : Information Science
Distribution Statement : APPROVED FOR PUBLIC RELEASE