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A Novel Measure for Image Similarity(PDF)

《南京理工大学学报》(自然科学版)[ISSN:1005-9830/CN:32-1397/N]

Issue:
2000年04期
Page:
350-352
Research Field:
Publishing date:

Info

Title:
A Novel Measure for Image Similarity
Author(s):
CaoYulong YangJingyu
Department of Computer Science and Engineering, NUST, Nanjing 210094
Keywords:
image similarity orthogonal Proscrustes problem image retrieval
PACS:
TP391.4
DOI:
-
Abstract:
In this paper, a novel image similarity is defined and deduced based on the orthogonal Proscrustes problem. The image similarity degree ( ISD) is the possibility that one image can be rotated into another. An algorithm of imag e similarity deg ree is briefly proposed; meanw hile the algorithm is used to detect ships in lock and to classify and search faces. T he experimental results show that the new image similarity is effect ive and sat isfactory.

References:

1 Petrakis Euripides G M. Similarity searching in medical image databases. IEEE Trans on Knowledge and Data Eng ineering, 1997, 9: 435~ 447
2 Rogow itz Bernice E. Per ceptual image similarity ex periments. SPIE Conf on Electronic Imaging and Human Vision, 1999, 3299: 576~ 590
3 Green B. The o rthog onal approx imat ion of an oblique structure in factor analysis. Psyc- hometrika, 1952, 17: 429~ 440
4 Schonemann P. A gener alized solution of the ort hogonal procrustes problem. Psychometika,1966, 31: 1~ 10

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Last Update: 2013-03-25