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KLT picker

  • Description

    (Karhunen Loeve Transform picker) a fully automatic EM particle picker and requires only the approximated particle size as an input . It is especially designed to handle low SNR micrographs. It is based on learning a set of optimal templates through the use of multi-variate statistical analysis via the Karhunen Loeve Transform.

  • Usage

    To list all executables provided by KLT picker, run: $ sbgrid-list kltpicker Copy to clipboard

  • Installation

    Use the following command to install this title with the CLI client: $ sbgrid-cli install kltpicker Copy to clipboard Available operating systems: Linux 64

  • Primary Citation*

    A. Eldar, B. Landa, and Y. Shkolnisky. 2020. KLT picker: Particle picking using data-driven optimal templates. Journal of Structural Biology. 210(2): 107473.


    • *Full citation information available through

  • Webinars

    KLT Picker

    Topic: KLT picker
    Presenter: Amitay Eldar, Ph.D., Prof. Yoel Shkolnisky's laboratory, Tel Aviv University

    Host: Shaun Rawson
    Recorded on May 4, 2021

  • Keywords

    Electron Microscopy

  • Default Versions

    Linux 64:  1.2.8 (2.2 GB)

  • Developers

    Amitay Eldar, Yoel Shkolnisky, Boris Landa

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