| ►ArrayFire Functions by Category | |
| ►Computer Vision | A list of computer vision algorithms |
| ►Feature descriptors | ORB feature descriptor |
| gloh | SIFT feature detector and GLOH descriptor extractor |
| orb | ORB Feature descriptor |
| sift | SIFT feature detector and descriptor extractor |
| ►Feature detectors | FAST feature detector |
| DoG | Difference of Gaussians |
| fast | FAST feature detector |
| harris | Harris corner detector |
| susan | SUSAN corner detector |
| ►Feature matchers | Feature matchers |
| hammingMatcher | Hamming Matcher |
| nearestNeighbour | Nearest Neighbour |
| ►Template matching | |
| matchTemplate | Template Matching |
| ►Functions to create and modify Arrays | Array constructors, random number generation, transpose, indexing, etc |
| ►Assignment & Indexing operation on arrays | Access sub regions of an array object |
| assign | Copy and write values in the locations specified by the sequences |
| col/cols | Gets a reference of a col in a 2D af::array |
| index | Lookup values on array based on sequences |
| operator() | Gets a reference to a set of elements |
| operator(star)= | Multiplies and assigns the value(s) of val to the elements of the af::array |
| operator+= | Adds and assigns the value(s) of val to the elements of the af::array |
| operator-= | Subtracts and assigns the value(s) of val to the elements of the af::array |
| operator/= | Divides and assigns the value(s) of val to the elements of the af::array |
| operator= | Assignes the value(s) of val to the elements of the af::array |
| row/rows | Gets a reference of a row in a 2D af::array |
| slice/slices | Gets a reference of a matrix in a 3D af::array |
| util | Utility functions to create objects of type af_index_t |
| Constructors of array class | Construct an array object |
| ►Functions to create arrays. | Constant, random, range, etc |
| constant | Create a array from a scalar input value |
| diag | Extract diagonal from a matrix when extract is set to true. Create a diagonal marix from input array when extract is set to false |
| getSeed | Get the seed for random number generator |
| identity | Create an identity array with diagonal values 1 |
| iota | Create an sequence [0, dims.elements() - 1] and modify to specified dimensions dims and then tile it according to tile_dims |
| lower | Create a lower triangular marix from input array |
| randn | Create a random array sampled from a normal distribution |
| randu | Create a random array sampled from uniform distribution |
| range | Creates an array with [0, n] values along the seq_dim which is tiled across other dimensions |
| setSeed | Set the seed for random number generator |
| upper | Create a upper triangular marix from input array |
| ►Helper functions for arrays | Iszero, isInf, isNan, etc |
| cast | |
| isNan | |
| isinf | |
| iszero | |
| ►Managing devices in ArrayFire | Getting device pointer, allocating and freeing memory |
| alloc | Allocate memory using the ArrayFire memory manager |
| allocHost | Allocate memory on host |
| array::device<T> | Get the device pointer from the array and lock the buffer in memory manager |
| deviceInfo | Gets the information about device and platform as strings |
| deviceMemInfo | Memory manager related functions |
| free | Free device memory allocated by ArrayFire's memory manager |
| freeHost | Free memory allocated on host internally by ArrayFire |
| freePinned | Free pinned memory allocated by ArrayFire's memory manager |
| getDevice | Get the current device ID |
| getDeviceCount | Gets the number of compute devices on the system |
| info | Display ArrayFire and device info |
| infoString | Get af::info() as a string |
| isDoubleAvailable | Check if double precision support is available for specified device |
| pinned | Allocate pinned memory using ArrayFire's memory manager |
| setDevice | Change current device to specified device |
| sync | Blocks until all operations on device are finished |
| Methods of array class | Get information about the array object |
| ►Move and Reorder array content | Reorder, transpose, flip, join, tile, etc |
| flat | Flatten the input to a single dimension |
| flip | Flip the input along sepcified dimension |
| join | Join up to 4 arrays along specified dimension |
| moddims | Modify the input dimensions without changing the data order |
| reorder | Reorder the input by in the specified order |
| replace | Replace elements of an array based on an conditional array |
| select | Select elements from two arrays based on an conditional array |
| shift | Circular shift slong specified dimensions |
| tile | Tile the input array along specified dimensions |
| transpose | Matrix Transpose |
| ►Functions to work with internal array layout | Functions to work with arrayfire's internal data structure |
| createStridedArray | Create an array with specified strides and offset |
| getOffset | Get Offset of the underlying data |
| getStrides | Get strides of underlying data |
| isLinear | Check if all elements in array are contiguous |
| isOwner | Check if underlying data is owned by the current array |
| ►Image Processing | Image filtering, morphing and transformations |
| ►Colorspace conversions | RGB to gray, gray to RGB, RGB to HSV, etc |
| colorspace | |
| gray2rgb | |
| hsv2rgb | |
| rgb2gray | |
| rgb2hsv | |
| rgb2ycbcr | |
| ycbcr2rgb | |
| ►Connected Components & Labeling | Regions |
| regions | Find blobs in given image |
| ►Filters | Bilateral, sobel, mean shift, median / min / max filters etc |
| SAT | Summed Area Tables |
| bilateral | Bilateral Filter |
| maxfilt | Find maximum value from a window |
| meanshift | Meanshift Filter |
| medfilt | Median Filter |
| minfilt | Find minimum value from a window |
| sobel | Sobel Operators |
| ►Histograms | Image and data histograms |
| histequal | Histogram equalization of input image |
| histogram | Histogram of input data |
| ►Image transformations | Rotate, skew, etc |
| resize | |
| rotate | |
| scale | |
| skew | |
| transform | |
| transformcoordinates | |
| translate | |
| ►Morphological Operations | Erode, dilate, etc |
| dilate | Dilation(morphological operator) for images |
| dilate3d | Dilation(morphological operator) for volumes |
| erode | Erosion(morphological operator) for images |
| erode3d | Erosion(morphological operator) for volumes |
| ►Utility Functions | LoadImage, saveImage, gaussianKernel |
| gaussiankernel | Creates a Gaussian Kernel |
| ►Wrapping and unwrapping image windows | Wrap, unwrap, etc |
| unwrap | |
| wrap | |
| ►Input and Output functions | Functions to read and write data |
| ►Reading and writing arrays | Printing data to screen / files |
| readArray | Load an array from a file |
| saveArray | Save an array to a binary file |
| ►Reading and writing images | Reading and writing images |
| deleteImageMem | |
| isImageIoAvailable | |
| loadImage | |
| loadImageMem | |
| saveImage | |
| saveImageMem | |
| ►Interface Functions | Backend specific functions |
| CUDA specific functions | Accessing ArrayFire's stream, and native device id with other CUDA code |
| OpenCL specific functions | Accessing ArrayFire's context, queue, and share data with other OpenCL code |
| ►Linear Algebra | Matrix multiply, solve, decompositions |
| ►BLAS operations | Matrix multiply, dot product, etc |
| dot | Calculate the dot product of a vector |
| matmul | Matrix multiplication using array |
| transpose | Matrix Transpose |
| ►LAPACK Helper functions | |
| isLAPACKAvailable | Returns true is ArrayFire is compiled with LAPACK support |
| ►Linear solve and least squares | Solve, solveLU, etc |
| solve | Solve a system of equations |
| solveLU | Solve a system of equations |
| ►Matrix factorizations and decompositions | LU, QR, Cholesky etc |
| cholesky | Perform Cholesky decomposition |
| lu | Perform LU decomposition |
| qr | Perform QR decomposition |
| svd | Perform Singular Value Decomposition |
| ►Matrix operations | Inverse, det, rank, norm etc |
| det | Find the determinant of the input matrix |
| inverse | Invert a matrix |
| norm | Find the norm of the input matrix |
| rank | Find the rank of the input matrix |
| ►Mathematical functions | Functions from standard math library |
| ►Arithmetic operations | +, -, *, /, >>, << |
| add | |
| bitshiftl | |
| bitshiftr | |
| div | |
| mul | |
| sub | |
| ►Complex operations | Real, imag, conjugate etc |
| complex | |
| conjg | |
| imag | |
| real | |
| ►Exponential and logarithmic functions | Exp, log, expm1, log1p, etc |
| cbrt | |
| erf | |
| erfc | |
| exp | |
| expm1 | |
| factorial | |
| lgamma | |
| log | |
| log10 | |
| log1p | |
| pow | |
| root | |
| sqrt | |
| tgamma | |
| ►Hyperbolic functions | Sinh, cosh, tanh, etc |
| acosh | |
| asinh | |
| atanh | |
| cosh | |
| sinh | |
| tanh | |
| ►Logical operations | &&, ||, |, &, <, >, <=, >=, ==, ! |
| and | |
| bitand | |
| bitor | |
| bitxor | |
| eq | |
| ge | |
| gt | |
| le | |
| lt | |
| neg | |
| neq | |
| not | |
| or | |
| ►Numeric functions | Floor, round, min, max, etc |
| abs | |
| arg | |
| ceil | |
| floor | |
| hypot | |
| max | |
| min | |
| mod | |
| rem | |
| round | |
| sign | |
| trunc | |
| ►Trigonometric functions | Sin, cos, tan, etc |
| acos | |
| asin | |
| atan/atan2 | |
| cos | |
| sin | |
| tan/tan2 | |
| ►Signal Processing | Convolutions, FFTs, filters |
| ►Convolutions | 1D, 2D and 3D convolutions |
| convolve | Convolution Integral for any dimensional data |
| convolve1 | Convolution Integral for one dimensional data |
| convolve2 | Convolution Integral for two dimensional data |
| convolve3 | Convolution Integral for three dimensional data |
| fftConvolve | Convolution using Fast Fourier Transform |
| fftConvolve2 | 2D Convolution using Fast Fourier Transform |
| fftConvolve3 | 3D Convolution using Fast Fourier Transform |
| ►Fast Fourier Transforms | 1D, 2D and 3D forward, inverse FFTs |
| fft | Fast Fourier Transform |
| fft2 | Fast Fourier Transform |
| fft3 | Fast Fourier Transform |
| fftC2R | Complex to Real Fast Fourier Transform |
| fftR2C | Real to Complex Fast Fourier Transform |
| ifft | Fast Fourier Transform |
| ifft2 | Fast Fourier Transform |
| ifft3 | Fast Fourier Transform |
| ►Filter | Fir, iir, etc |
| fir | This function implements a Finite Impulse Filter |
| iir | This function implements a Infinite Impulse Filter |
| ►Interpolation and approximation | 1D and 2D interpolation |
| approx1 | |
| approx2 | |
| ►Statistics | A list of Statistics functions |
| ►Basic statistics functions | Mean, median, variance, etc |
| corrcoef | |
| cov | |
| mean | |
| median | |
| stdev | |
| var | |
| ►Unified API Functions | Functions to set current backend and utilities |
| getActiveBackend | Get's the backend enum for the active backend |
| getAvailableBackends | Returns an integer indicating the backends loaded successfully |
| getBackendCount | Get the number of backends whose libraries were successfully loaded |
| getBackendId | Get's the backend enum for an array |
| getDeviceId | Get's the id of the device an array was created on |
| setBackend | Set the current backend when using Unified backend |
| ►Vector Algorithms | Sum, min, max, sort, set operations, etc |
| ►Inclusive scan operations | Inclusive / cumulative sum, etc |
| accum | |
| where | |
| ►Numerical differentiation | Diff, gradient, etc |
| diff1 | |
| diff2 | |
| grad | |
| ►Reduction operations | Sum, min, max, etc |
| alltrue | |
| anytrue | |
| count | |
| max | |
| min | |
| product | |
| sum | |
| ►Set operations | Unique, union, intersect |
| setintersect | |
| setunion | |
| setunique | |
| ►Sort operations | Sort, sort by key, etc |
| sort | |
| sortByKey | |
| sortIndex | |
| ►Complete List of ArrayFire Functions | |
| DoG | Difference of Gaussians |
| SAT | Summed Area Tables |
| abs | |
| accum | |
| acos | |
| acosh | |
| add | |
| alloc | Allocate memory using the ArrayFire memory manager |
| allocHost | Allocate memory on host |
| alltrue | |
| and | |
| anytrue | |
| approx1 | |
| approx2 | |
| arg | |
| array::device<T> | Get the device pointer from the array and lock the buffer in memory manager |
| asin | |
| asinh | |
| assign | Copy and write values in the locations specified by the sequences |
| atan/atan2 | |
| atanh | |
| bilateral | Bilateral Filter |
| bitand | |
| bitor | |
| bitshiftl | |
| bitshiftr | |
| bitxor | |
| cast | |
| cbrt | |
| ceil | |
| cholesky | Perform Cholesky decomposition |
| col/cols | Gets a reference of a col in a 2D af::array |
| colorspace | |
| complex | |
| conjg | |
| constant | Create a array from a scalar input value |
| convolve | Convolution Integral for any dimensional data |
| convolve1 | Convolution Integral for one dimensional data |
| convolve2 | Convolution Integral for two dimensional data |
| convolve3 | Convolution Integral for three dimensional data |
| corrcoef | |
| cos | |
| cosh | |
| count | |
| cov | |
| deleteImageMem | |
| det | Find the determinant of the input matrix |
| deviceInfo | Gets the information about device and platform as strings |
| deviceMemInfo | Memory manager related functions |
| diag | Extract diagonal from a matrix when extract is set to true. Create a diagonal marix from input array when extract is set to false |
| diff1 | |
| diff2 | |
| dilate | Dilation(morphological operator) for images |
| dilate3d | Dilation(morphological operator) for volumes |
| div | |
| dot | Calculate the dot product of a vector |
| eq | |
| erf | |
| erfc | |
| erode | Erosion(morphological operator) for images |
| erode3d | Erosion(morphological operator) for volumes |
| exp | |
| expm1 | |
| factorial | |
| fast | FAST feature detector |
| fft | Fast Fourier Transform |
| fft2 | Fast Fourier Transform |
| fft3 | Fast Fourier Transform |
| fftC2R | Complex to Real Fast Fourier Transform |
| fftConvolve | Convolution using Fast Fourier Transform |
| fftConvolve2 | 2D Convolution using Fast Fourier Transform |
| fftConvolve3 | 3D Convolution using Fast Fourier Transform |
| fftR2C | Real to Complex Fast Fourier Transform |
| fir | This function implements a Finite Impulse Filter |
| flat | Flatten the input to a single dimension |
| flip | Flip the input along sepcified dimension |
| floor | |
| free | Free device memory allocated by ArrayFire's memory manager |
| freeHost | Free memory allocated on host internally by ArrayFire |
| freePinned | Free pinned memory allocated by ArrayFire's memory manager |
| gaussiankernel | Creates a Gaussian Kernel |
| ge | |
| getActiveBackend | Get's the backend enum for the active backend |
| getAvailableBackends | Returns an integer indicating the backends loaded successfully |
| getBackendCount | Get the number of backends whose libraries were successfully loaded |
| getBackendId | Get's the backend enum for an array |
| getDevice | Get the current device ID |
| getDeviceCount | Gets the number of compute devices on the system |
| getDeviceId | Get's the id of the device an array was created on |
| getSeed | Get the seed for random number generator |
| gloh | SIFT feature detector and GLOH descriptor extractor |
| grad | |
| gray2rgb | |
| gt | |
| hammingMatcher | Hamming Matcher |
| harris | Harris corner detector |
| histequal | Histogram equalization of input image |
| histogram | Histogram of input data |
| homography | Homography Estimation |
| hsv2rgb | |
| hypot | |
| identity | Create an identity array with diagonal values 1 |
| ifft | Fast Fourier Transform |
| ifft2 | Fast Fourier Transform |
| ifft3 | Fast Fourier Transform |
| iir | This function implements a Infinite Impulse Filter |
| imag | |
| index | Lookup values on array based on sequences |
| info | Display ArrayFire and device info |
| infoString | Get af::info() as a string |
| inverse | Invert a matrix |
| iota | Create an sequence [0, dims.elements() - 1] and modify to specified dimensions dims and then tile it according to tile_dims |
| isDoubleAvailable | Check if double precision support is available for specified device |
| isImageIoAvailable | |
| isLAPACKAvailable | Returns true is ArrayFire is compiled with LAPACK support |
| isNan | |
| isinf | |
| iszero | |
| join | Join up to 4 arrays along specified dimension |
| le | |
| lgamma | |
| loadImage | |
| loadImageMem | |
| log | |
| log10 | |
| log1p | |
| lower | Create a lower triangular marix from input array |
| lt | |
| lu | Perform LU decomposition |
| matchTemplate | Template Matching |
| matmul | Matrix multiplication using array |
| max | |
| max | |
| maxfilt | Find maximum value from a window |
| mean | |
| meanshift | Meanshift Filter |
| medfilt | Median Filter |
| median | |
| min | |
| min | |
| minfilt | Find minimum value from a window |
| mod | |
| moddims | Modify the input dimensions without changing the data order |
| mul | |
| nearestNeighbour | Nearest Neighbour |
| neg | |
| neq | |
| norm | Find the norm of the input matrix |
| not | |
| operator() | Gets a reference to a set of elements |
| operator(star)= | Multiplies and assigns the value(s) of val to the elements of the af::array |
| operator+= | Adds and assigns the value(s) of val to the elements of the af::array |
| operator-= | Subtracts and assigns the value(s) of val to the elements of the af::array |
| operator/= | Divides and assigns the value(s) of val to the elements of the af::array |
| operator= | Assignes the value(s) of val to the elements of the af::array |
| or | |
| orb | ORB Feature descriptor |
| pinned | Allocate pinned memory using ArrayFire's memory manager |
| pow | |
| print | Print the array to screen |
| product | |
| qr | Perform QR decomposition |
| randn | Create a random array sampled from a normal distribution |
| randu | Create a random array sampled from uniform distribution |
| range | Creates an array with [0, n] values along the seq_dim which is tiled across other dimensions |
| rank | Find the rank of the input matrix |
| readArray | Load an array from a file |
| real | |
| regions | Find blobs in given image |
| rem | |
| reorder | Reorder the input by in the specified order |
| replace | Replace elements of an array based on an conditional array |
| resize | |
| rgb2gray | |
| rgb2hsv | |
| rgb2ycbcr | |
| root | |
| rotate | |
| round | |
| row/rows | Gets a reference of a row in a 2D af::array |
| saveArray | Save an array to a binary file |
| saveImage | |
| saveImageMem | |
| scale | |
| select | Select elements from two arrays based on an conditional array |
| setBackend | Set the current backend when using Unified backend |
| setDevice | Change current device to specified device |
| setSeed | Set the seed for random number generator |
| setintersect | |
| setunion | |
| setunique | |
| shift | Circular shift slong specified dimensions |
| sift | SIFT feature detector and descriptor extractor |
| sign | |
| sin | |
| sinh | |
| skew | |
| slice/slices | Gets a reference of a matrix in a 3D af::array |
| sobel | Sobel Operators |
| solve | Solve a system of equations |
| solveLU | Solve a system of equations |
| sort | |
| sortByKey | |
| sortIndex | |
| sqrt | |
| stdev | |
| sub | |
| sum | |
| susan | SUSAN corner detector |
| svd | Perform Singular Value Decomposition |
| sync | Blocks until all operations on device are finished |
| tan/tan2 | |
| tanh | |
| tgamma | |
| tile | Tile the input array along specified dimensions |
| toString | Print the array to a string instead of the screen |
| transform | |
| transformcoordinates | |
| translate | |
| transpose | Matrix Transpose |
| trunc | |
| unwrap | |
| upper | Create a upper triangular marix from input array |
| util | Utility functions to create objects of type af_index_t |
| var | |
| where | |
| wrap | |
| ycbcr2rgb | |
| ►Graphics | |
| Rendering Functions | Rendering functions to draw images, plots etc |
| Window Functions | Window creation, modification and destruction functions |
