Package: biopixR 1.2.0
biopixR: Extracting Insights from Biological Images
Combines the 'magick' and 'imager' packages to streamline image analysis, focusing on feature extraction and quantification from biological images, especially microparticles. By providing high throughput pipelines and clustering capabilities, 'biopixR' facilitates efficient insight generation for researchers (Schneider J. et al. (2019) <doi:10.21037/jlpm.2019.04.05>).
Authors:
biopixR_1.2.0.tar.gz
biopixR_1.2.0.tar.gz(r-4.5-noble)biopixR_1.2.0.tar.gz(r-4.4-noble)
biopixR_1.2.0.tgz(r-4.4-emscripten)biopixR_1.2.0.tgz(r-4.3-emscripten)
biopixR.pdf |biopixR.html✨
biopixR/json (API)
# Install 'biopixR' in R: |
install.packages('biopixR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/brauckhoff/biopixr/issues
- beads - Image of microbeads
- beads_large1 - Image of microbeads
- beads_large2 - Image of microbeads
- droplet_beads - Image of microbeads in luminescence channel
- droplets - Droplets containing microbeads
Last updated 13 days agofrom:ee1265d7d9. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 13 2024 |
R-4.5-linux | OK | Nov 13 2024 |
Exports:adaptiveInterpolationchangePixelColoredgeDetectionfillLineGapsharalickClusterimgPipeimportImageinteractive_objectDetectioninterpolatePixelsobjectDetectionproximityFilterresultAnalyticsscanDirshapeFeaturessizeFilter
Dependencies:bmpcliclustercpp11curldata.tabledigestdownloaderglueigraphimagerjpeglatticelifecyclemagickmagrittrMatrixpkgconfigpngpurrrRcppreadbitmaprlangstringistringrtiffvctrs
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Connects Line Ends with the nearest labeled region | adaptiveInterpolation |
Image of microbeads | beads |
Image of microbeads | beads_large1 |
Image of microbeads | beads_large2 |
Change the color of pixels | changePixelColor |
Image of microbeads in luminescence channel | droplet_beads |
Droplets containing microbeads | droplets |
Canny edge detector | edgeDetection |
Reconnecting discontinuous lines | fillLineGaps |
k-medoids clustering of images according to the Haralick features | haralickCluster |
Image analysis pipeline | imgPipe |
Import an Image File | importImage |
Interactive object detection | interactive_objectDetection |
Pixel Interpolation | interpolatePixels |
Object detection | objectDetection |
Proximity-based exclusion | proximityFilter |
Result Calculation and Summary | resultAnalytics |
Scan Directory for Image Analysis | scanDir |
Extraction of Shape Features | shapeFeatures |
Size-based exclusion | sizeFilter |