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Image Provenance Analysis at Scale
[article]
2018
arXiv
pre-print
This article presents an end-to-end processing pipeline for image provenance analysis, which works at real-world scale. ...
This is a problem that recently has received the name of image provenance analysis. ...
In addition, making such a solution perform at scale at inference time is also challenging. ...
arXiv:1801.06510v2
fatcat:7bvxyjw5ybawvobijrsazfqfle
EAGER: Collaborative 3D Materials Science Research in the Cloud
2017
Figshare
BisQue allows management, analysis, and sharing of images and metadata for large-scale problems. ...
BisQue (Bio Semantic Query User Environment) is a cloud-based analysis platform developed in the Center for Bio-Image Informatics at UCSB. ...
BisQue Overview
• BisQue (Bio Semantic Query User Environment)
is a cloud-based analysis platform developed in
the Center for Bio-Image Informatics at UCSB
[KVI2010]
• Allows management, analysis ...
doi:10.6084/m9.figshare.4652710
fatcat:gm5mcooorbcolhz77iziu2ng2q
CSSI Element : Large-Scale Image Processing Infrastructure Development (LIMPID)
2022
Zenodo
This is the poster for presentation at the CSSI PI meeting on July 25-26. ...
tasks over images and metadata • Web based provenance viewer to explore past analysis run for improved repeatability • Visit BisQue SaaS at bisque2.ece.ucsb.edu and at CyVerse bisque.cyverse.org • GitHub ...
the web browser • Multi-modal search and mining in the datasets CSSI Element : Large-Scale Image Processing Infrastructure Development (LIMPID) Materials Dream.3D workflow in BisQue NSF CSSI PI Meeting ...
doi:10.5281/zenodo.6859543
fatcat:46j43inrs5fnfm4prhae5qesqu
Bisque: Advances in Bioimage Databases
2012
IEEE Data Engineering Bulletin
high-throughput and large-scale image analysis using cluster/cloud resources; (iii) Strategies for managing uncertainty in measurement and analysis so that important aspects of the data are not prematurely ...
As these collections have grown using advanced (and automated) imaging tools and microscopes, scientists need high-throughput large-scale statistical analysis of the data. ...
Future: Coping with Uncertainty Imaging is at the core of many scientific discoveries, at scales varying from nano to astronomical observations. ...
dblp:journals/debu/KvilekvalFGGMMS12
fatcat:xi756bkvwvab7p32x7nhz6hhke
Beyond Pixels: Image Provenance Analysis Leveraging Metadata
[article]
2019
arXiv
pre-print
Most current works seek to build provenance graphs based on the shared content between images or videos. ...
Provenance analysis provides a snapshot of the chronology and validity of content as it is uploaded, re-uploaded, and modified over time. ...
Proposed Approach Image provenance analysis algorithms aim at constructing a provenance graph with related images, given a query image. ...
arXiv:1807.03376v3
fatcat:pvk6eqd24zfwzjnh55ri4gfdvu
The National Alliance for Medical Imaging Computing (NA-MIC)
2005
2005 IEEE Computational Systems Bioinformatics Conference (CSB'05)
The overall analysis will occur at a range of scales, and will occur across a range of modalities including diffusion MRI, quantitative EGG, and metabolic and receptor PET, but potentially including microscopic ...
tools for the analysis and visualization of medical image data. ...
The overall analysis will occur at a range of scales, and will occur across a range of modalities including diffusion MRI, quantitative EGG, and metabolic and receptor PET, but potentially including microscopic ...
doi:10.1109/csb.2005.51
dblp:conf/csb/Kikinis05
fatcat:2q5rq3vvebekdal4m7ozfaiwtm
Multi-modal SEM Imaging for Shale Reservoir Characterization
2017
Microscopy and Microanalysis
As we have begun to investigate geomaterials at resolutions on the single nanometer scale, our observations have upended several long-lived paradigms of geoscience. ...
Robust segmentation of porosity, however, has not proven to be simple. ...
Robust segmentation of porosity, however, has not proven to be simple. ...
doi:10.1017/s1431927617011242
fatcat:uabe4h4rkfcjvbrkbdhzrskq4e
Provenance in neuroimaging
2008
NeuroImage
provenance. ...
Knowledge about the origin and history of an image is crucial for establishing data and results quality; detailed information about how it was processed, including the specific software routines and operating ...
The scale is 10 5 voxels. C, The result of an independent components analysis of a series of BOLD functional MRI brain images using workflow B. ...
doi:10.1016/j.neuroimage.2008.04.186
pmid:18519166
pmcid:PMC2664747
fatcat:ue56gsjx7bgqnk7dx4lfiky444
Position Paper: Provenance Data Visualisation for Neuroimaging Analysis
[article]
2015
arXiv
pre-print
neuroimaging analysis. ...
Systems are required that offer provenance data capture and visualisation support for analyses. ...
At each stage in the execution of the workflow, the intermediary images or data are stored and a full provenance track is kept. ...
arXiv:1502.01556v1
fatcat:t44kjzyiobhond67kn76ezvs7y
Nano-analysis of the Metallic Multilayers Using High Resolution Microscopy
2006
Microscopy and Microanalysis
HAADF-STEM is a proven technique where the images are directly interpretable due to the incoherent nature of the imaging process [5]. ...
At high enough scattering angles the intensity variations in the image is atomic number dependent (Z-Contrast). ...
HAADF-STEM is a proven technique where the images are directly interpretable due to the incoherent nature of the imaging process [5] . ...
doi:10.1017/s1431927606067523
fatcat:rdeebdevs5c47fioqadeabie4m
Astronomical Pipeline Provenance: A Use Case Evaluation
[article]
2021
arXiv
pre-print
This analysis is subsequently used as the basis to discuss the requirements, challenges, and opportunities involved in designing both the tool and the associated provenance model. ...
The intention of this paper is to lay the foundation for making an automated provenance generation tool for astronomical/data-processing pipelines. ...
A large-scale analysis of already run pipelines may result in a taxonomy of components and pipelines. ...
arXiv:2109.10759v1
fatcat:pqjvpi5pubhn7abhcubwaxdjbe
Cross-scale Integrated Biomaging by 3D Light-, X-ray and Electron Microscopy - From Organisms, Organs and Tissue to Cells, Organelles and Macromolecular Complexes
2017
Microscopy and Microanalysis
The entire range of scales spans at least six orders of magnitude, ranging from sub-nanometer to millimeters, and thus cannot be imaged by a single imaging modality alone. ...
Xray tomography at different scales and resolution. ...
The entire range of scales spans at least six orders of magnitude, ranging from sub-nanometer to millimeters, and thus cannot be imaged by a single imaging modality alone. ...
doi:10.1017/s1431927617002379
fatcat:7qzd6hxtpjc45jescgg75ypbtm
Providing traceability for neuroimaging analyses
2013
International Journal of Medical Informatics
For neuroscientific analyses, especially those centred on complex image analysis, traceability of processes and datasets is essential but up to now this has not been captured in a manner that facilitates ...
Over the past decade, we have been working with mammographers, paediatricians and neuroscientists in three generations of projects to provide the data management and provenance services now required for ...
CRISTAL [19] is essentially a provenance tracking system which has previously been used to track the construction of large-scale experiments e.g. the CMS project [20] at CERN. ...
doi:10.1016/j.ijmedinf.2013.05.005
pmid:23763909
fatcat:c3yyjdxqizgp7hlowa32zfthny
Statistical Methods for Image Segmentation and Tomography Reconstruction
2010
Microscopy and Microanalysis
science and medical image analysis. ...
Our multiscale method works by first reconstructing a coarse resolution reconstruction, then progressing from the coarse scale to finer scales, and finally obtaining a reconstruction at the highest resolution ...
science and medical image analysis. ...
doi:10.1017/s1431927610057442
fatcat:5ecjybgwcze5vipllcb7nbxn6u
Computed tomography texture-based radiomics analysis in gallbladder cancer: initial experience
2021
Clinical and Experimental Hepatology
The only texture parameter that was significantly associated with survival was kurtosis (p = 0.020) at medium texture scales. ...
There were significant differences in mean and kurtosis at medium texture scales to differentiate moderately differentiated and poorly differentiated adenocarcinoma (p < 0.05). ...
Contrast enhanced axial CT image of a female patient with pathologically proven gallbladder cancer with texture features. ...
doi:10.5114/ceh.2021.111173
pmid:35402717
pmcid:PMC8977886
fatcat:ugegpzboyrbwvek4he4imh2gai
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