PCOT: An open-source toolkit for multispectral image processing

被引:0
|
作者
Finnis, James [1 ]
Miles, Helen C. [1 ]
Ladegaard, Ariel [1 ]
Gunn, Matt [1 ]
机构
[1] Aberystwyth Univ, Aberystwyth, Wales
来源
GEOSCIENCE DATA JOURNAL | 2025年 / 12卷 / 01期
关键词
multispectral; open-source; remote sensing; software; spectroscopy;
D O I
10.1002/gdj3.283
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
PCOT is a Python program and library which allows users to manipulate multispectral images and associated data. It is in active development in support of the ExoMars mission and intended to be used on data from the Rosalind Franklin rover, but it has much greater potential for use beyond this specific context. PCOT operates on a graph model - the data are processed through a set of nodes which manipulate it in various ways (e.g. add regions of interest, perform maths, splice images together, merge image channels, plot spectra). A PCOT document describes this graph, and we intend that documents are distributed along with the data they generate to help reproducibility. PCOT is open-source, and contributions can be made to the core software, as plugins, or by using PCOT as a library in your own code.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] The ImageJ ecosystem: Open-source software for image visualization, processing, and analysis
    Schroeder, Alexandra B.
    Dobson, Ellen T. A.
    Rueden, Curtis T.
    Tomancak, Pavel
    Jug, Florian
    Eliceiri, Kevin W.
    PROTEIN SCIENCE, 2021, 30 (01) : 234 - 249
  • [32] Open-source toolkit for image acquisition and quality assessment of thin blood smears for malaria diagnosis
    Coro, Florinda
    Mangano, Valentina
    Ahluwalia, Arti
    De Maria, Carmelo
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 103
  • [33] Open-source solutions for SPIMage processing
    Schmied, Christopher
    Stamataki, Evangelia
    Tomancak, Pavel
    QUANTITATIVE IMAGING IN CELL BIOLOGY, 2014, 123 : 505 - 529
  • [34] CircadiPy: An open-source toolkit for analyzing chronobiology time series
    Carvalho-Moreira, Joao Pedro
    Guarnieri, Leonardo de Oliveira
    Passos, Matheus Costa
    Emrich, Felipe
    Bargi-Souza, Paula
    Peliciari-Garcia, Rodrigo Antonio
    Moraes, Marcio Flavio Dutra
    JOURNAL OF NEUROSCIENCE METHODS, 2024, 411
  • [35] SHARPpy An Open-Source Sounding Analysis Toolkit for the Atmospheric Sciences
    Blumberg, William G.
    Halbert, Kelton T.
    Supinie, Timothy A.
    Marshsh, Patrick T.
    Thompson, Richard L.
    Hart, Johohn A.
    BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2017, 98 (08) : 1625 - 1636
  • [36] Vulnerability modellers toolkit, an open-source platform for vulnerability analysis
    Martins, Luis
    Silva, Vitor
    Crowley, Helen
    Cavalieri, Francesco
    BULLETIN OF EARTHQUAKE ENGINEERING, 2021, 19 (13) : 5691 - 5709
  • [37] SymCog: An open-source toolkit for assessing human symbolic cognition
    Flurie, Maurice
    Kelly, Alexandra
    Olson, Ingrid R.
    Reilly, Jamie
    BEHAVIOR RESEARCH METHODS, 2023, 55 (02) : 807 - 823
  • [38] Groupy: An Open-Source Toolkit for Molecular Simulation and Property Calculation
    Liu, Ruichen
    Wang, Li
    Zhang, Xiangwen
    Li, Guozhu
    JOURNAL OF COMPUTATIONAL CHEMISTRY, 2025, 46 (01)
  • [39] MMDAGENT - A FULLY OPEN-SOURCE TOOLKIT FOR VOICE INTERACTION SYSTEMS
    Lee, Akinobu
    Oura, Keiichiro
    Tokuda, Keiichi
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 8382 - 8385
  • [40] UER: An Open-Source Toolkit for Pre-training Models
    Zhao, Zhe
    Chen, Hui
    Zhang, Jinbin
    Zhao, Xin
    Liu, Tao
    Lu, Wei
    Chen, Xi
    Deng, Haotang
    Ju, Qi
    Du, Xiaoyong
    2019 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND THE 9TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (EMNLP-IJCNLP 2019): PROCEEDINGS OF SYSTEM DEMONSTRATIONS, 2019, : 241 - 246