Local grayvalue invariants for image retrieval

被引：860

作者：

Schmid, C ^{[1
]}

Mohr, R ^{[1
]}

机构：

[1] INRIA RHONE ALPES, F-38330 MONBONNOT ST MART, FRANCE

来源：

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE | 1997年 / 19卷 / 05期

关键词：

image retrieval; image indexing; graylevel invariants; matching; interest points;

D O I：

10.1109/34.589215

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper addresses the problem of retrieving images from large image databases. The method is based on local grayvalue invariants which are computed at automatically detected interest points. A voting algorithm and semilocal constraints make retrieval possible. Indexing allows for efficient retrieval from a database of more than 1,000 images. Experimental results show correct retrieval in the case of partial visibility, similarity transformations, extraneous features, and small perspective deformations.

引用

页码：530 / 535

页数：6

共 36 条

[1] HYPER - A NEW APPROACH FOR THE RECOGNITION AND POSITIONING OF TWO-DIMENSIONAL OBJECTS
AYACHE, N
FAUGERAS, OD
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (01) : 44 - 54
[2] THREE-DIMENSIONAL OBJECT RECOGNITION.
Besl, Paul J.
Jain, Ramesh C.
[J]. Computing surveys, 1985, 17 (01): : 75 - 145
[3] BINFORD TO, 1993, P DARPA IM UND WORKS, P819
[4] 3DPO - A 3-DIMENSIONAL PART ORIENTATION SYSTEM
BOLLES, RC
HORAUD, P
[J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1986, 5 (03) : 3 - 26
[5] MULTIDIMENSIONAL INDEXING FOR RECOGNIZING VISUAL SHAPES
CALIFANO, A
MOHAN, R
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (04) : 373 - 392
[6] MODEL-BASED RECOGNITION IN ROBOT VISION.
Chin, Roland T.
Dyer, Charles R.
[J]. Computing surveys, 1986, 18 (01): : 67 - 108
[7] CLEMENS DJ, 1990, P DARPA IM UND WORKS, P604
[8] A COMPUTATIONAL APPROACH FOR CORNER AND VERTEX DETECTION
DERICHE, R
GIRAUDON, G
[J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1993, 10 (02) : 101 - 124
[9] Florack L. M. J., 1994, Journal of Mathematical Imaging and Vision, V4, P171, DOI 10.1007/BF01249895
[10] FLORACK LMJ, 1993, THESIS U UTRECHT NET

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