Python: Data Handling, Analysis and Plotting
نویسندگان
چکیده
Abstract When performing an image analysis pipeline, a programming language like Python is mainly used for two distinctive applications: (1) the of acquired images, such as background removal, noise reduction, object segmentation, measurements biological structures and events, etc. (2) data obtained result analysis, calculating histogram from noise-removed or statistics on shape segmented object.
منابع مشابه
Plotting Experimental Data Using Pgfplots
Creating plots in TEX is made easy by the pgfplots package, but getting the best presentation of experimental results still requires some thought. In this article, the basics of pgfplots are reviewed before looking at how to adjust the standard settings to give both good looking and scientifically precise plots.
متن کاملpyGrav, a Python-based program for handling and processing relative gravity data
pyGrav is a Python-based open-source software dedicated to the complete processing of relative-gravity data. It is particularly suited for time-lapse gravity surveys where high precision is sought. Its purpose is to bind together single-task processing codes in a user-friendly interface for handy and fast treatment of raw gravity data from many stations of a network. The intuitive object-based ...
متن کاملScientific Data Analysis and Visualization with Python, VTK, and ParaView
VTK and ParaView are leading software packages for data analysis and visualization. Since their early years, Python has played an important role in each package. In many use cases, VTK and ParaView serve as modules used by Python applications. In other use cases, Python modules are used to generate visualization components within VTK. In this paper, we provide an overview of Python integration ...
متن کاملMEG and EEG data analysis with MNE-Python
Magnetoencephalography and electroencephalography (M/EEG) measure the weak electromagnetic signals generated by neuronal activity in the brain. Using these signals to characterize and locate neural activation in the brain is a challenge that requires expertise in physics, signal processing, statistics, and numerical methods. As part of the MNE software suite, MNE-Python is an open-source softwa...
متن کاملBasic Data Analysis and More – A Guided Tour Using python
In these lecture notes, a selection of frequently required statistical tools will be introduced and illustrated. They allow to post-process data that stem from, e.g., large-scale numerical simulations (aka sequence of random experiments). From a point of view of data analysis, the concepts and techniques introduced here are of general interest and are, at best, employed by computational aid. Co...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Learning materials in biosciences
سال: 2022
ISSN: ['2509-6133', '2509-6125']
DOI: https://doi.org/10.1007/978-3-030-76394-7_3