preProcess_removeFPCircle: Given a surface matrix, estimates and filters any pixels...

Description Usage Arguments Value Note Examples

View source: R/preProcess.R

Description

Given a surface matrix, estimates and filters any pixels within the estimated firing pin impression circle

Usage

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preProcess_removeFPCircle(
  x3p,
  aggregationFunction = mean,
  smootherSize = 2 * round((0.1 * nrow(surfaceMat)/2)) + 1,
  gridSize = 40,
  gridGranularity = 1,
  houghScoreQuant = 0.9
)

Arguments

x3p

an x3p object containing a surface matrix

aggregationFunction

function to select initial radius estimate from those calculated using fpRadiusGridSearch

smootherSize

size of average smoother (to be passed to zoo::roll_mean)

gridSize

size of grid, centered on the initial radius estimate, to be used to determine the best fitting circle to the surface matrix via the Hough transform method

gridGranularity

granularity of radius grid used to determine the best fitting circle to the surface matrix via the Hough transform method

houghScoreQuant

quantile cut-off to be used when determining a final radius estimate using the score values returned by the imager::hough_circle

Value

An x3p object containing a surface matrix with the estimated firing pin circle pixels replaced with NAs.

Note

imager treats a matrix as its transpose (i.e., x and y axes are swapped). As such, relative to the original surface matrix, the x and y columns in the data frame fpImpressionCircle actually correspond to the row and column indices at which the center of the firing pin impression circle is estiamted to be.

Examples

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## Not run: 
nbtrd_link <- "https://tsapps.nist.gov/NRBTD/Studies/CartridgeMeasurement/"
fadul1.1_link <- "DownloadMeasurement/2d9cc51f-6f66-40a0-973a-a9292dbee36d"

fadul1.1 <- x3ptools::read_x3p(paste0(nbtrd_link,fadul1.1_link))

fadul1.1_labelCropped <- fadul1.1 %>%
                     preProcess_crop(region = "exterior",
                                     radiusOffset = -30) %>%
                     preProcess_crop(region = "interior",
                                     radiusOffset = 200) %>%
                     preProcess_removeTrend(statistic = "quantile",
                                            tau = .5,
                                            method = "fn")

fadul1.1_houghCropped <- fadul1.1 %>%
                          x3ptools::x3p_sample() %>%
                          preProcess_ransacLevel() %>%
                          preProcess_crop(region = "exterior",
                                          radiusOffset = -30) %>%
                          preProcess_removeFPCircle()

x3pListPlot(list("Original" = fadul1.1,
                 "Cropped by Labeling" = fadul1.1_labelCropped,
                 "Cropped by Hough" = fadul1.1_houghCropped),type = "list")

## End(Not run)

cmcR documentation built on April 5, 2021, 5:09 p.m.