DSeg: A dynamic image segmentation program to extract backbone patterns for filamentous bacteria and hyphae structures
DSeg: A dynamic image segmentation program to extract backbone patterns for filamentous bacteria and hyphae structures
Abstract MotivationQuantitative image analysis of growing filamentous fungi and prokaryotes are important to detect and evaluate morphological effects of growth conditions, compounds and mutations. However, analysis of time-series image data is often limited by the ability of the algorithms to accurately segment structures that are complicated or if an organism is within a crowded population. To overcome these issues we present DSeg; an image analysis program designed to process time-series image data as well as single images to find multiple filamentous structures e.g., filamentous prokaryotes, yeasts and molds using a dynamic segmentation approach. DSeg automatically segments and analyzes objects, includes drift correction, and outputs statistical data such as persistence length, growth rate and growth direction. Availability and implementationDSeg is a free open-source program written in MATLAB. DSeg can be downloaded as a package from https://sourceforge.net/projects/dseg-software. Contactmagnus.andersson@umu.se and hanqing.zhang@umu.se Supplementary informationSupplementary data are available at online.
Zhang Hanqing、Sandblad Linda、S?derholm Niklas、Andersson Magnus、Wiklund Krister
Department of Physics, Ume? UniversityDepartment of Molecular Biology, Ume? UniversityDepartment of Molecular Biology, Ume? UniversityDepartment of Physics, Ume? UniversityDepartment of Physics, Ume? University
生物科学研究方法、生物科学研究技术微生物学生物工程学
Zhang Hanqing,Sandblad Linda,S?derholm Niklas,Andersson Magnus,Wiklund Krister.DSeg: A dynamic image segmentation program to extract backbone patterns for filamentous bacteria and hyphae structures[EB/OL].(2025-03-28)[2025-05-21].https://www.biorxiv.org/content/10.1101/289652.点此复制
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