Implementation of the Harris Corner Detection for Images

An implementation of the Harris Corner Detection as described in the paper "An Analysis and Implementation of the Harris Corner Detector" by Sánchez J. et al (2018) available at . The package allows to detect relevant points in images which are characteristic to the digital image.


image.CornerDetectionHarris - Detect Harris Points in images

The image.CornerDetectionHarris R package detects relevant points in images, namely:

  • An implementation of the Harris Corner Detection as described in the paper "An Analysis and Implementation of the Harris Corner Detector" by Sánchez J. et al. The package allows to detect characteristic points in digital images.
  • More details in the paper at https://www.ipol.im/pub/art/2018/229/

Examples

library(magick)
library(image.CornerDetectionHarris)
path <- system.file(package = "image.CornerDetectionHarris", "extdata", "building.png")
img  <- image_read(path)
pts  <- image_harris(img)
pts

plt <- image_draw(img)
points(pts$x, pts$y, col = "red", pch = 20)
dev.off()
plt

Support in image recognition

Need support in image recognition? Contact BNOSAC: http://www.bnosac.be

Reference manual

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install.packages("image.CornerDetectionHarris")

0.1.2 by Jan Wijffels, 3 years ago


https://github.com/bnosac/image


Browse source code at https://github.com/cran/image.CornerDetectionHarris


Authors: Jan Wijffels [aut, cre, cph] (R wrapper) , BNOSAC [cph] (R wrapper) , Javier Sánchez Pérez [ctb, cph] (Harris Corner Detector C/C++ code) , Pascal Getreuer [ctb, cph] (src/gaussian.cpp)


Documentation:   PDF Manual  


BSD_2_clause + file LICENSE license


Imports Rcpp

Suggests magick

Linking to Rcpp


See at CRAN