Global interpretation and local analysis to measure gears eccentricity

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

1 Scopus citations

Abstract

This paper presents a data-driven approach to profile fitting where global constraints are imposed to local measurements. The local measurements are obtained from partial analysis of the objects under consideration. Prior knowledge of the object under analysis provides global constraints. To illustrate these concepts, it is developed the exercise of measuring a gear's boundary from its teeth profile. A framework is developed to extract local parameters from frame to frame and to enforce morphologic constraints over the whole sequence. It is shown how a combination of accurate local processing techniques and global knowledge can solve the tradeoff between what can be perceived locally and interpreted globally.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
EditorsAlberto Sanfeliu, Jose Francisco Martinez-Trinidad, Jesus Ariel Carrasco-Ochoa
PublisherSpringer Verlag
Pages669-676
Number of pages8
ISBN (Print)3540235272
DOIs
StatePublished - 2004
Externally publishedYes

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3287
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

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