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Copy file name to clipboardExpand all lines: _articles/RJ-2025-030/Applications.Rmd
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illustrated by a color gradient. Moreover, the contours of each individual
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object are displayed (Figure \@ref(fig:FIELD2)). The results of the segmentation
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and the extraction of shape-related information are presented in the interactive
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`leaflet` interface (Figure \@ref(fig:leafletPDF)). Presenting information like
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`leaflet` interface (Figure \@ref(`r if (knitr::is_latex_output()) "fig:leafletPDF" else "fig:leafletHTML"`)). Presenting information like
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cluster ID, size, perimeter and width of the detected objects.
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(ref:FIELD1) **Displaying the original, background, and foreground Images**: The original image (left) shows the fluorescent microbeads. The middle image displays the background in white (TRUE) and all objects detected by segmentation in black (FALSE). The right image shows only the foreground (microbeads) after detection through segmentation using the `fieldMASK()` function.
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}
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```
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(ref:leafletHTML) **Displaying Results with an Interactive `leaflet` Tool**: The tool displays the original image on the left. For comparison, the cursor is mirrored to the corresponding image (only visible in HTML format). The left image provides detailed information interactively. Hovering over the objects reveals their labeling ID. Performing a left-click opens a detailed window providing information for the individual object, such as area, perimeter, width, and shape. The packages `FIELDimageR.Extra`, `mapview`, and `leafsync` are used to create the interactive display.
Copy file name to clipboardExpand all lines: _articles/RJ-2025-030/RJ-2025-030.tex
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\caption{\textbf{Displaying Results with an Interactive \texttt{leaflet} Tool}: The tool displays the original image on the left. For comparison, the cursor is mirrored to the corresponding image (only visible in HTML format). The left image provides detailed information interactively. Hovering over the objects reveals their labeling ID. Performing a left-click opens a detailed window providing information for the individual object, such as area, perimeter, width, and shape. The packages \texttt{FIELDimageR.Extra}, \texttt{mapview}, and \texttt{leafsync} are used to create the interactive display.}\label{fig:leafletPDF}
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\end{figure}
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In summary, packages such as \texttt{EBImage} and \texttt{biopixR} provide direct pipelines
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for the extraction of features from images, including shape, size, radius, and
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perimeter, as well as texture information through the calculation of Haralick
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