Generalizing the generalized hough transform

Haim J. Wolfson*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

We present a new method for model based recognition of articulated objects in cluttered scenes. The objects consist of rigid parts connected by rotary or prismatic joints. Our method is based on an extension of the Generalized Hough Transform paradigm. It is applicable to various viewing transformations. Unlike previous methods no significant degradation is expected in performance for recognition of articulated objects compared with the recognition of rigid objects containing a similar amount of information.

Original languageEnglish
Pages (from-to)565-573
Number of pages9
JournalPattern Recognition Letters
Volume12
Issue number9
DOIs
StatePublished - Sep 1991

Keywords

  • Articulated objects
  • generalized Hough transform
  • object recognition

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