| All functions | |
|---|---|
| image augmentations of a matrix, data frame, array or a list of 3-dimensional arrays (where the third dimension is equal to 3) | |
| Gabor Feature Extraction | |
| calculate the HOG (Histogram of oriented gradients) for an image | |
| calculate the HOG (Histogram of oriented gradients) for a matrix, array or a folder of images | |
| convert a list of matrices to an array of matrices | |
| minimum and maximum values of vector, matrix, data frame or array | |
| normalize a vector, matrix or array (in the range between 0 and 1) | |
| Conversion of RGB to HSV colour type | |
| Conversion of RGB to Lab colour type | |
| zca whiten of an image | |
| calculation of the 'average hash' of an image | |
| convolution | |
| crop an image | |
| calculation of the 'dhash' of an image | |
| Dilation or Erosion of an image | |
| downsampling an image ( by a factor ) using gaussian blur | |
| edge detection (Frei_chen, LoG, Prewitt, Roberts_cross, Scharr, Sobel) | |
| flip image horizontally or vertically | |
| Gamma correction | |
| Get Affine Transform | |
| calculate the binary or the hexadecimal hash for a matrix, array or a folder of images for the average_hash, phash or dhash functions | |
| display an image | |
| image thresholding | |
| invariant hashing (caclulation of the hamming or the levenshtein distance when the image is flipped, rotated or cropped) | |
| loads either 2- or 3-dimensional data (where the third dimension is equal to 3) from a binary file | |
| Normalize a matrix to specific range of values | |
| Padding of matrices or n-dimensional arrays with a user specified value | |
| calculation of the 'phash' of an image | |
| this function reads various types of images | |
| resize an image using the 'nearest neighbors' or the 'bilinear' method | |
| convert an RGB image to Gray | |
| Rotate an image by 90, 180, 270 degrees | |
| Rotate an image using the 'nearest' or 'bilinear' method | |
| Bounding box for the superpixel labels | |
| Bounding box for a subset of superpixel labels | |
| SLIC and SLICO superpixel implementations | |
| image translation | |
| uniform filter (convolution with uniform kernel) | |
| Verify that the input image extension is valid | |
| Warp Affine | |
| This function writes 2- or 3-dimensional image (where the third dimension is equal to 3) data to a file | |