Track finding with deformable templates - the elastic arms approach

Mattias Ohlsson, Carsten Peterson, Alan L. Yuille

    Research output: Contribution to journalArticlepeer-review

    Abstract

    A novel algorithm for particle tracking is presented and evaluated. It is based on deformable templates that converge using a deterministic annealing algorithm. These deformable templates are initialized by Hough transforms. The algorithm, which effectively represents a merger between neuronic decision making and parameter fitting, naturally lends itself to parallel execution. Very good performance is obtained for both non-magnetic and magnetic tracks. For the latter simulated TPC tracks from the CERN DELPHI detector are used.

    Original languageEnglish
    Pages (from-to)77-98
    Number of pages22
    JournalComputer Physics Communications
    Volume71
    Issue number1-2
    DOIs
    Publication statusPublished - 1992

    Subject classification (UKÄ)

    • Other Computer and Information Science

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