Zhi-Hao Chen, Jyh‐Ching Juang,
... using the Python toolkit's image processing library, Python Imaging Library (PIL), was executed to convert the image file ...
Tópico(s): Non-Destructive Testing Techniques
2021 - American Institute of Aeronautics and Astronautics | AIAA Journal
Xiaoqin Guo, Yujuan Ge, Feiqi Liu, Jingjing Yang,
... The model uses UNet to segment images. A Python Imaging Library algorithm is used to segment green plant leaves ...
Tópico(s): Date Palm Research Studies
2023 - Frontiers Media | Frontiers in Earth Science
Conor Lawless, Darren J. Wilkinson, A. E. Young, Stephen G. Addinall, David Lydall,
... the open source packages: Python, RPy and the Python Imaging Library and its source code and documentation are available ...
Tópico(s): Microbial Community Ecology and Physiology
2010 - BioMed Central | BMC Bioinformatics
R. L. Anderson, Brian O’Connor,
... each of the 12,803 frames using the Python Imaging Library. A Lorenz transformation was then performed on each ...
Tópico(s): Design Education and Practice
2009 - Association for Information Science and Technology | Bulletin of the American Society for Information Science and Technology
Wudi Wei, Xiao-Tao He, Xiuli Bao, Gang Wang, Qiang Luo, Lixiang Chen, Baili Zhan, Jingzhen Lai, Junjun Jiang, Li Ye, Hao Liang,
... collected from published articles and augmented using the Python Imaging Library (PIL). Then, five deep artificial intelligence models, VGG19, ...
Tópico(s): Oral Health Pathology and Treatment
2023 - Wiley | Mycoses
Jakob Sauer Jørgensen, Evelina Ametova, Genoveva Burca, Gemma Fardell, Evangelos Papoutsellis, Edoardo Pasca, Kris Thielemans, Martin Turner, Ryan Warr, William Lionheart, Philip J. Withers,
We present the Core Imaging Library (CIL), an open-source Python framework for tomographic imaging with particular emphasis on reconstruction of challenging datasets. Conventional filtered back-projection reconstruction tends to be insufficient for highly noisy, incomplete, ...
Tópico(s): Atomic and Subatomic Physics Research
2021 - Royal Society | Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
Andrew Chael, Sara Issaoun, Dominic W. Pesce, Michael D. Johnson, Angelo Ricarte, Christian M. Fromm, Yosuke Mizuno,
... EHT imaging and is implemented in the eht-imaging Python software library. We show results of this method on simulated ...
Tópico(s): Laser-Plasma Interactions and Diagnostics
2023 - IOP Publishing | The Astrophysical Journal
Jessica G. Borger, Ashley P. Ng, Holly Anderton, George W. Ashdown, Megan Auld, Marnie E. Blewitt, Daniel V. Brown, Melissa Call, Peter Collins, Saskia Freytag, Leonard C. Harrison, Eva Hesping, Jaci Hoysted, Anna Johnston, Andrew McInneny, Phil Tang, Lachlan Whitehead, Aaron R. Jex, Shalin H. Naik,
... The AI-generated code (in this case for Python) could import relevant libraries, load the imaging data, segment regions of interest using thresholding methods ...
Tópico(s): Ethics in Clinical Research
2023 - Wiley | Immunology and Cell Biology
Jennifer Eng, Elmar Bucher, Elliot Gray, Lydia G. Campbell, Guillaume Thibault, Laura M. Heiser, Summer L. Gibbs, Joe W. Gray, Koei Chin, Young Hwan Chang,
Histological staining and analysis of tissue sections is integral to diagnosis and treatment of many diseases, including cancer. Multiplex imaging technologies (e.g., cyclic immunostaining) have dramatically increased capabilities for assessing prognostic biomarkers in situ, enabling new insights into complex diseases. However, high-resolution, multiplex image data can be terabytes (TB) in size, and traditional pipelines for image analysis are not suited for these rich datasets. While much software ...
Tópico(s): Photoacoustic and Ultrasonic
2019 - Springer Science+Business Media | Lecture notes in computer science
Carlos Gómez González, O. Wertz, Olivier Absil, Valentin Christiaens, Denis Defrère, Dimitri Mawet, J. Milli, Pierre-Antoine Absil, Marc Van Droogenbroeck, F. Cantalloube, Philip M. Hinz, Andrew Skemer, Mikael Karlsson, Jean Surdej,
We present the Vortex Image Processing (VIP) library, a python package dedicated to astronomical high-contrast imaging. Our package relies on the extensive python stack of scientific libraries and aims to provide a flexible framework for high-contrast data and image processing. In this paper, we describe the capabilities of VIP related to processing image sequences acquired using the angular differential imaging (ADI) observing technique. VIP implements functionalities for building ...
Tópico(s): Adaptive optics and wavefront sensing
2017 - Institute of Physics | The Astronomical Journal
Yuxuan Zhang, Jean-Christophe Bilheux,
ImagingReso is an open-source Python library that simulates the neutron resonance signal for neutron imaging measurements.By defining the sample information such as density, thickness in the neutron path, and isotopic ratios of the elemental composition ...
Tópico(s): Nuclear Materials and Properties
2017 - Open Journals | The Journal of Open Source Software
Minghan Chen, Jason J. Wang, Timothy D. Brandt, Thayne Currie, Julien Lozi, Jeffrey Chilcote, Maria Vincent,
... present the pyKLIP-CHARIS post-processing pipeline, a Python library that reduces high contrast imaging data for the CHARIS integral field spectrograph used ... is a part of the pyklip package, a Python library dedicated to the reduction of direct imaging data of exoplanets, brown dwarfs, and discs. For ...
Tópico(s): Astrophysics and Star Formation Studies
2023 - Oxford University Press | RAS Techniques and Instruments
PsychoPy is a software library written in Python, using OpenGL to generate very precise visual stimuli on standard personal computers. It is designed to allow the construction of as wide a variety of neuroscience experiments as possible, with the least effort. By writing scripts in standard Python syntax users can generate an enormous variety of visual and auditory stimuli and can interact with a wide range of external hardware (enabling its use in fMRI, EEG, MEG etc.). The structure of scripts is ...
Tópico(s): CCD and CMOS
2008 - Frontiers Media | Frontiers in Neuroinformatics
Sebastian Gadowski, Karolina Tomiczak, Łukasz Komsta,
... grab HDR images with high tonal range using Python scripts and OpenCL library. HDR imaging preserves linearity in whole tonal range and does ...
Tópico(s): Essential Oils and Antimicrobial Activity
2023 - Springer Science+Business Media | JPC - Journal of Planar Chromatography - Modern TLC
Zach Eidex, Jing Wang, Mojtaba Safari, Eric Elder, Jacob Wynne, Tonghe Wang, Hui‐Kuo G. Shu, Hui Mao, Xiaofeng Yang,
... DWI, and 7T DWI brain scans. The Diffusion Imaging in Python library was used to compute ADC maps from the ...
Tópico(s): Advanced MRI Techniques and Applications
2024 - Wiley | Medical Physics
Phillip Chlap, Robert Finnegan,
PlatiPy offers a comprehensive suite of tools and utilities for conducting medical image analysis research utilising Python.These tools include functions for converting data between the clinical standard DICOM format and the research-friendly NIfTI format, capabilities for image registration and atlas-based segmentation, and efficient image visualisation tools to facilitate rapid development in research.Additionally, the library includes auto-segmentation models developed through various research ...
Tópico(s): Lung Cancer Diagnosis and Treatment
2023 - Open Journals | The Journal of Open Source Software
Richard L. Izzo, David A. Steinman, Simone Manini, Luca Antiga,
Izzo et al., (2018). The Vascular Modeling Toolkit: A Python Library for the Analysis of Tubular Structures in Medical Images. Journal of Open Source Software, 3(25), 745, https://doi.org/10.21105/joss.00745
Tópico(s): Radiomics and Machine Learning in Medical
2018 - Open Journals | The Journal of Open Source Software
Lion Krischer, Tobias Megies, R. Barsch, Moritz Beyreuther, Thomas Lecocq, Corentin Caudron, Joachim Wassermann,
The Python libraries NumPy and SciPy are extremely powerful tools for numerical processing and analysis well suited to a large variety of applications. We developed ObsPy (http://obspy.org), a Python library for seismology intended to facilitate the development of seismological software packages and workflows, to utilize these abilities and provide a bridge for seismology into the larger scientific Python ecosystem. Scientists in many domains who wish to convert their existing tools and applications ...
Tópico(s): Seismology and Earthquake Studies
2015 - IOP Publishing | Computational Science & Discovery
André Ritter, Peter Bartl, Florian Bayer, Karl C. Gödel, Wilhelm Haas, Thilo Michel, Georg Pelzer, Jens Rieger, Thomas Weber, Andrea Zang, G. Anton,
A simulation framework for coherent X-ray imaging, based on scalar diffraction theory, is presented. It contains a core C++ library and an additional Python interface. A workflow is presented to include contributions of inelastic scattering obtained with Monte-Carlo methods. X-ray Talbot-Lau interferometry is the ...
Tópico(s): Crystallography and Radiation Phenomena
2014 - Optica Publishing Group | Optics Express
Viljami Perheentupa, Ville Mäkinen, Juha Oksanen,
... the visualization was carried out using Matplotlib and Python Imaging Library. Each DEM was given the same elevation based ...
Tópico(s): Scientific Research and Discoveries
2019 - | Abstracts of the ICA
Stéfan van der Walt, Johannes L. Schönberger, Juan Nunez-Iglesias, François Boulogne, Joshua Warner, Neil Yager, Emmanuelle Gouillart, Tony Yu,
scikit-image is an image processing library that implements algorithms and utilities for use in research, education and industry applications. It is released under the liberal Modified BSD open source license, provides a well-documented API in the Python programming language, and is developed by an active, international team of collaborators. In this paper we highlight the advantages of open source to achieve the goals of the scikit-image library, and we showcase several real-world image processing ...
Tópico(s): Radiomics and Machine Learning in Medical
2014 - PeerJ, Inc. | PeerJ
... world applications. Key Words: Image Processing, OpenCV, PIL (Python Imaging Library), Metadata Extraction, Responsive Web Design
Tópico(s): Web Data Mining and Analysis
2024 - | INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Nurettin Şenyer, Recai OKTAŞ, Mehmet Serhat Odabaş, Dursun Kurt, Eren KARABOĞA,
... harvest time. CoLab was preferred as the backend. Python Imaging Library (Pillow) was used for image processing on the ...
Tópico(s): Leaf Properties and Growth Measurement
2023 - Süleyman Demirel University | Türkiye Tarımsal Araştırmalar Dergisi
... common bug patterns. In Pillow, a widely used Python imaging library, we find 48 bugs, 19 of which are ...
Tópico(s): Advanced Malware Detection Techniques
2022 - Wiley | Journal of Software Evolution and Process
Usha Kaul Raina, Raffat Anjum, Shantanu Gupta, Brajesh Kumar, Varun Saini, Prateeksha Sharma, J. L. Goyal,
... IOL were measured with the help of the Python imaging library. Results: There was no statistically significant difference between ...
Tópico(s): Ophthalmology and Visual Impairment Studies
2019 - Slack Incorporated (United States) | Journal of Pediatric Ophthalmology & Strabismus
Raúl Castañeda, Carlos Trujillo, Ana Doblas,
pyDHM is an open-source Python library aimed at Digital Holographic Microscopy (DHM) applications. The pyDHM is a user-friendly library written in the robust programming language of Python that provides a set of numerical processing algorithms for reconstructing amplitude and phase images for a broad range of optical DHM configurations. The pyDHM implements phase-shifting approaches for in-line and slightly off-axis systems and enables phase compensation for telecentric and non-telecentric systems. ...
Tópico(s): Optical measurement and interference techniques
2022 - Public Library of Science | PLoS ONE
... At a lower level, AMIsurvey relies upon two libraries, drive-ami and drive-casa, built to allow use of mature radio-astronomy software packages from within Python scripts. While targeted at automated imaging, the drive-casa interface can also be used to automate interaction with any of the CASA subroutines from a generic Python process. Additionally, these packages may be of wider technical interest beyond radio-astronomy, since they demonstrate use of the Python library pexpect to emulate terminal interaction with an external ...
Tópico(s): Computational Physics and
2015 - Elsevier BV | Astronomy and Computing
Stephen Thompson, Thomas Dowrick, Mian Asbat Ahmad, Goufang Xiao, Bong-Jin Koo, Ester Bonmati, Kim Kahl, Matthew J. Clarkson,
This paper introduces the SciKit-Surgery libraries, designed to enable rapid development of clinical applications for image-guided interventions. SciKit-Surgery implements a family of compact, orthogonal, libraries accompanied by robust testing, documentation, and quality control. SciKit-Surgery libraries can be rapidly assembled into testable clinical applications and subsequently translated to production software without the need for software reimplementation. The aim is to support translation ...
Tópico(s): Artificial Intelligence in Healthcare and Education
2020 - Springer Science+Business Media | International Journal of Computer Assisted Radiology and Surgery
V. Huber, A. Huber, D. Kinna, G.F. Matthews, I. Balboa, Adrian Capel, P. McCullen, Ph. Mertens, G. Sergienko, Silburn Scott, K.-D. Zastrow,
... powerful software framework JUVIL (JET Users Video Imaging Library) has been developed and successfully installed at JET for fast data visualization and advanced analysis of all types of imaging data. The JUVIL framework is based on modular object-oriented components implemented in Python to simplify work with JET scientific data. It ...
Tópico(s): Magnetic confinement fusion research
2017 - Elsevier BV | Fusion Engineering and Design
Niels Cautaerts, Phillip Crout, Håkon Wiik Ånes, Éric Prestat, Jiwon Jeong, Gerhard Dehm, Christian H. Liebscher,
This work presents the new template matching capabilities implemented in Pyxem, an open source Python library for analyzing four-dimensional scanning transmission electron microscopy (4D-STEM) data. Template matching is a brute force approach for deriving local crystal orientations. It works by comparing a library of simulated diffraction patterns to experimental patterns collected with nano-beam and precession electron diffraction (NBED and PED). This is a computationally demanding task, therefore ...
Tópico(s): Advanced X-ray
2022 - Elsevier BV | Ultramicroscopy