STracking: a free and open-source Python']Python library for particle tracking and analysis

被引:5
|
作者
Prigent, Sylvain [1 ,2 ]
Valades-Cruz, Cesar Augusto [1 ,2 ]
Leconte, Ludovic [1 ,2 ]
Salamero, Jean [1 ,2 ]
Kervrann, Charles [1 ,2 ]
机构
[1] Inria Ctr Rennes Bretagne Atlantique, SERPICO Project Team, F-35042 Rennes, France
[2] PSL Res Univ, CNRS Inst Curie, SERPICO Project Team, UMR144, F-75005 Paris, France
关键词
PLATFORM;
D O I
10.1093/bioinformatics/btac365
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Analysis of intra- and extracellular dynamic like vesicles transport involves particle tracking algorithms. The design of a particle tracking pipeline is a routine but tedious task. Therefore, particle dynamics analysis is often performed by combining several pieces of software (filtering, detection, tracking, etc.) requiring many manual operations, and thus leading to poorly reproducible results. Given the new segmentation tools based on deep learning, modularity and interoperability between software have become essential in particle tracking algorithms. A good synergy between a particle detector and a tracker is of paramount importance. In addition, a user-friendly interface to control the quality of estimated trajectories is necessary. To address these issues, we developed STracking, a Python library that allows combining algorithms into standardized particle tracking pipelines.
引用
收藏
页码:3671 / 3673
页数:3
相关论文
共 50 条
  • [1] OSAFT Library: An Open-Source Python']Python Library for Acoustofluidics
    Fankhauser, Jonas
    Goering, Christoph
    Dual, Juerg
    [J]. FRONTIERS IN PHYSICS, 2022, 10
  • [2] PyRAT: An Open-Source Python']Python Library for Animal Behavior Analysis
    De Almeida, Tulio Fernandes
    Spinelli, Bruno Guedes
    Lima, Ramon Hypolito
    Gonzalez, Maria Carolina
    Rodrigues, Abner Cardoso
    [J]. FRONTIERS IN NEUROSCIENCE, 2022, 16
  • [3] pyAudioAnalysis: An Open-Source Python']Python Library for Audio Signal Analysis
    Giannakopoulos, Theodoros
    [J]. PLOS ONE, 2015, 10 (12):
  • [4] Trackintel: An open-source Python']Python library for human mobility analysis
    Martin, Henry
    Hong, Ye
    Wiedemann, Nina
    Bucher, Dominik
    Raubal, Martin
    [J]. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2023, 101
  • [5] Kudi: A free open-source python']python library for the analysis of properties along reaction paths
    Vogt-Geisse, Stefan
    [J]. JOURNAL OF MOLECULAR MODELING, 2016, 22 (05)
  • [6] Python']Python Materials Genomics (pymatgen): A robust, open-source python']python library for materials analysis
    Ong, Shyue Ping
    Richards, William Davidson
    Jain, Anubhav
    Hautier, Geoffroy
    Kocher, Michael
    Cholia, Shreyas
    Gunter, Dan
    Chevrier, Vincent L.
    Persson, Kristin A.
    Ceder, Gerbrand
    [J]. COMPUTATIONAL MATERIALS SCIENCE, 2013, 68 : 314 - 319
  • [7] Python']Python-Microscope - a new open-source Python']Python library for the control of microscopes
    Pinto, David Miguel Susano
    Phillips, Mick A.
    Hall, Nicholas
    Mateos-Langerak, Julio
    Stoychev, Danail
    Pinto, Tiago Susano
    Booth, Martin J.
    Davis, Ilan
    Dobbie, Ian M.
    [J]. JOURNAL OF CELL SCIENCE, 2021, 134 (19)
  • [8] An open-source Python']Python library for self-organizing-maps
    Jose Garcia-Tejedor, Alvaro
    Nogales, Alberto
    [J]. SOFTWARE IMPACTS, 2022, 12
  • [9] Pypvcell: An Open-Source Solar Cell Modeling Library in Python']Python
    Lee, Kan-Hua
    Araki, Kenji
    Elleuch, Omar
    Kojima, Nobuaki
    Yamaguchi, Masafumi
    [J]. 2017 IEEE 44TH PHOTOVOLTAIC SPECIALIST CONFERENCE (PVSC), 2017, : 359 - 362
  • [10] OpenWillis: An Open-Source Python']Python Library for Digital Health Measurement
    Worthington, Michelle
    Efstathiadis, Georgios
    Yadav, Vijay
    Abbas, Anzar
    [J]. BIOLOGICAL PSYCHIATRY, 2024, 95 (10) : S169 - S170