Numerical optimisation in spot detector design

F. van der Heijden; W. Apperloo; L.J. Spreeuwers

doi:10.1016/S0167-8655(97)00086-X

Numerical optimisation in spot detector design

F. van der Heijden, W. Apperloo, L.J. Spreeuwers

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Abstract

Spots are image details resulting from objects, the projections of which are so small that the inner structure of these objects cannot be resolved from their image. Spot detectors are image operators aiming at the detection and localisation of spots in the image. Most spot detectors can be tuned with parameters. This paper addresses the problem of how to select the parameters. We propose to use carefully designed test images, a performance measure, and numerical optimisation techniques to solve this problem. Several optimisation methods are compared, and their adequacy for spot detector design is tested.

Original language	English
Pages (from-to)	1091-1097
Number of pages	7
Journal	Pattern recognition letters
Volume	18
Issue number	11-13
DOIs	https://doi.org/10.1016/S0167-8655(97)00086-X
Publication status	Published - 1997
Event	Pattern Recognition in Practice V, 1997 - Vlieland, Netherlands Duration: 4 Jun 1997 → 6 Jun 1997 Conference number: 5

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SCS-Safety

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10.1016/S0167-8655(97)00086-X

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abstract = "Spots are image details resulting from objects, the projections of which are so small that the inner structure of these objects cannot be resolved from their image. Spot detectors are image operators aiming at the detection and localisation of spots in the image. Most spot detectors can be tuned with parameters. This paper addresses the problem of how to select the parameters. We propose to use carefully designed test images, a performance measure, and numerical optimisation techniques to solve this problem. Several optimisation methods are compared, and their adequacy for spot detector design is tested.",

keywords = "SCS-Safety",

author = "{van der Heijden}, F. and W. Apperloo and L.J. Spreeuwers",

year = "1997",

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note = "Pattern Recognition in Practice V, 1997 ; Conference date: 04-06-1997 Through 06-06-1997",

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AU - Apperloo, W.

AU - Spreeuwers, L.J.

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PY - 1997

Y1 - 1997

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AB - Spots are image details resulting from objects, the projections of which are so small that the inner structure of these objects cannot be resolved from their image. Spot detectors are image operators aiming at the detection and localisation of spots in the image. Most spot detectors can be tuned with parameters. This paper addresses the problem of how to select the parameters. We propose to use carefully designed test images, a performance measure, and numerical optimisation techniques to solve this problem. Several optimisation methods are compared, and their adequacy for spot detector design is tested.

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U2 - 10.1016/S0167-8655(97)00086-X

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JO - Pattern recognition letters

JF - Pattern recognition letters

IS - 11-13

T2 - Pattern Recognition in Practice V, 1997

Y2 - 4 June 1997 through 6 June 1997

ER -

Numerical optimisation in spot detector design

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