Fusion of 2-D images using their multiscale edges

SG Nikolov; DR Bull; CN Canagarajah; M Halliwell; PNT Wells

doi:10.1109/ICPR.2000.903481

Fusion of 2-D images using their multiscale edges

SG Nikolov, DR Bull, CN Canagarajah, M Halliwell, PNT Wells

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

12 Citations (Scopus)

316 Downloads (Pure)

Abstract

A new framework for fusion of 2D images based on their multiscale edges is described in this paper. The new method uses the multiscale edge representation of images proposed by Mallat and Hwang (1992). The input images are fused using their multiscale edges only. Two different algorithms for fusing the point representations and the chain representations of the multiscale edges (wavelet transform modulus maxima) are given. The chain representation has been found to provide numerous new alternatives for image fusion, since edge graph fusion techniques can be employed to combine the images. The new framework encompasses different levels, i.e. pixel and feature levels, of image fusion in the wavelet domain.

Translated title of the contribution	Fusion of 2-D Images Using Their Multiscale Edges
Original language	English
Title of host publication	15th International Conference on Pattern Recognition (ICPR), Barcelona, Catalonia, Spain
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	41 - 44
Volume	3
ISBN (Print)	0769507506
DOIs	https://doi.org/10.1109/ICPR.2000.903481
Publication status	Published - Sept 2000
Event	15th International Conference on Pattern Recognition - Barcelona, Spain Duration: 1 Sept 2000 → …

Conference

Conference	15th International Conference on Pattern Recognition
Country/Territory	Spain
City	Barcelona
Period	1/09/00 → …

Bibliographical note

Rose publication type: Conference contribution

Terms of use: Copyright © 2000 IEEE. Reprinted from 15th International Conference onPattern Recognition, 2000.

This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to [email protected].

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abstract = "A new framework for fusion of 2D images based on their multiscale edges is described in this paper. The new method uses the multiscale edge representation of images proposed by Mallat and Hwang (1992). The input images are fused using their multiscale edges only. Two different algorithms for fusing the point representations and the chain representations of the multiscale edges (wavelet transform modulus maxima) are given. The chain representation has been found to provide numerous new alternatives for image fusion, since edge graph fusion techniques can be employed to combine the images. The new framework encompasses different levels, i.e. pixel and feature levels, of image fusion in the wavelet domain.",

author = "SG Nikolov and DR Bull and CN Canagarajah and M Halliwell and PNT Wells",

note = "Rose publication type: Conference contribution Terms of use: Copyright {\textcopyright} 2000 IEEE. Reprinted from 15th International Conference onPattern Recognition, 2000. This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to [email protected]. By choosing to view this document, you agree to all provisions of the copyright laws protecting it. ; 15th International Conference on Pattern Recognition ; Conference date: 01-09-2000",

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Nikolov, SG, Bull, DR, Canagarajah, CN, Halliwell, M & Wells, PNT 2000, Fusion of 2-D images using their multiscale edges. in 15th International Conference on Pattern Recognition (ICPR), Barcelona, Catalonia, Spain. vol. 3, Institute of Electrical and Electronics Engineers (IEEE), pp. 41 - 44, 15th International Conference on Pattern Recognition, Barcelona, Spain, 1/09/00. https://doi.org/10.1109/ICPR.2000.903481

Fusion of 2-D images using their multiscale edges. / Nikolov, SG; Bull, DR; Canagarajah, CN et al.
15th International Conference on Pattern Recognition (ICPR), Barcelona, Catalonia, Spain. Vol. 3 Institute of Electrical and Electronics Engineers (IEEE), 2000. p. 41 - 44.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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Fusion of 2-D images using their multiscale edges

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