CUVI Features

This page provides a list of all the functionality available in the latest release of CUVI Library.

Modules

CUVI comes in following image processing modules.

• Arithmetic & Logical
• Color Operations
• Computer Vision
• Data Exchange
• Geometry Transforms
• Image Filtering
• Image Statistics
• Image Transforms
• Video Stabilization

Function List

Arithmetic & Logical abs - Computes absolute value of each image pixel absDiff - Computes absolute difference between 2 images. add - Adds two images AND - Bitwise AND operation between two images. cbrt - Computes cube root of each image pixel ceil - Applies ceil function to each image pixel divide - Divides pixel values of two images exp - Computes exponential of each image pixel floor - Applies floor function to each image pixel invert - Computes matrix inverse using LU factorization matMul - Performs matrix multiplication matMulTrans - Performs matrix multiplication with its transpose multiply - Multiplies pixel values of two images NOT - Inverts the bits of each pixel. OR - Bitwise OR operation between two images. pow - Raise each pixel to a specified power. round - Rounds each pixel to nearest integer value. SHL - Left shift each pixel of an image SHR - Right shift each pixel of an image sqrt - Takes square root of each pixel of an image. subtract - Subtracts pixel values of two images. XOR - Logical bitwise XOR operation between two images. Color Operations adjust - Equivalent to MATLAB's imadjust borderMask - Masks image borders with custom intensity channelMerge - Merges R, G and B Channel to form a color image channelSplit - Splits a three channel image into R, G and B channels colorPick - Performs color segmentation of image by selecting a single color. colorTwist - Applies a color twist matrix to an image demosaic - Restores an RGB image from a CFA Bayer image demosaicDFPD - Restores an RGB image from a CFA Bayer image using DFPD algorithm gammaCorrect - Performs gamma correction of an image gray2rgb - Copy a grayscale image to each channel of an RGB image. histEq - Performs histogram equalization hsv2rgb - Converts image from HSV color space to RGB. imageBinary - Converts input image into a binary image based on threshold Lab2rgb - Converts image from CIE Lab color space to RGB. logTransform - Applies log transformation for contrast enhancement of an image. LUT - Remaps image values according to look up table rgb2gray - Converts an RGB image to gray scale. rgb2hsv - Converts an RGB image to HSV color space. rgb2Lab - Converts an RGB image to CIE Lab color space. rgb2ycbcr - Converts an RGB image to YCbCr color space. rgb2yuv - Converts RGB image to YUV color space. ycbcr2rgb - Converts YCbCr image to an RGB image. yuv2rgb - Converts YUV image to an RGB image. Computer Vision eigenValsVecs - Calculates eigen values and eigen vectors at each pixel in an image goodFeaturesToTrack - selects N best points on a image using KLT or Harris minEigenVal - Calculates the minimum eigen value at each pixel in an image opticalFlowHS - Calculates flow of each image pixel in two frames using Horn–Schunck method opticalFlowPyrLKDense - Calculates flow of each image pixel in two frames using pyramidal Lucas–Kanade method trackFeatures - Tracks input features from frame 1 onto frame 2 using KLT method

Data Exchange bitConversion - Converts image pixel values from one data type to another. convertScale - Converts image data type with optional scaling. generateRandomImage - Creates a new random image. getChannel - Extracts a channel of an image. padImage - Pads any side of the image with the value specified. rectangle - Draws a rectangle on the specified region of an image. threshold - Clamps image pixel values between specified thresholds. Geometry Transforms crop - Crops the desired portion of an image flipImage - Mirrors an image about a horizontal or vertical axis, or both resize - Resizes input image using specified interpolation rotate - Rotates an image about origin (0,0) or center transpose - Takes Transpose of the image warpAffine - Applies an affine transformation to an image. warpAffineBack - Applies an inverse affine transformation to an image. Image Filtering enhance - description imageFilter - Performs linear 1D and 2D image filtering imageGradients - Calculates X and Y gradients of image minFilter - Filters an image using a min filter maxFilter - Filters an image using a max filter medianFilter - Applies 2D median filter on an image Image Statistics calcHist - Computes the histogram of an 8 bit image. countInRange - Counts the number of pixels within the given intensity range max - Computes the maximum of image pixel values mean - Computes the mean of image pixel values meanStdDev - Computes the mean and standard deviation of image pixel values min - Computes the minimum of image pixel values minMax - Computes the minimum and maximum of image pixel values sum - Computes the sum of image pixel values Image Transforms fft2 - Computes the 2D Fast Fourier Transform of an image. fftGetProperty - Gets magnitude, phase, real and imaginary part of an FFT image with optional scaling. fftShift - Moves low frequency components to the center of an FFT image. haarFwd - Performs one-level wavelet decomposition of an image using haar basis haarInv - Performs one-level haar wavelet reconstruction of an image Video Stabilization CuviMotionEstimator - Class to estimate global motion vectors between an image pair. CuviVideoStabilizer - Class for transparent video stabilization of a video file.

CUVI Core

CUVI Core includes the following helper functionality:

CuviImage A C++ class to hold image data on the device. It has the following methods CuviImage(); - default constructor CuviImage(CuviSize size, Cuvi32s depth, Cuvi32s channels) - Main Constructor. throws exception in case of failure CuviImage(const CuviImage&) - copy constructor upload(const void* pSrcHost, const Cuvi32s srcPitch) - Copy image data from host to device. upload(const void* pSrcHost, const Cuvi32s srcPitch, const CuviStream& stream) - Asynchronously copy image data from host to device. download(void* pDstHost, const Cuvi32s dstPitch) - Copy image data from device to host download(void* pDstHost, const Cuvi32s dstPitch, const CuviStream& stream) - Asynchronously copy image data from device to host show(const std::string& title = "CUVI Image", Cuvi32s milliseconds = 0) - Render device image directly on the screen ~CuviImage() - Destructor. Frees Device Memory. throws exception in case of failure Timer CUVI provides a C++ Timer class that accurately profiles your application timing Start() - Starts the timer. Stop() - Stops the timer Reset() - Resets the timer GetElapsedTime() - Returns the elapsed time between Start and Stop calls in seconds DeviceProperties CuviDeviceProperties holds all the important properties of underlying CUDA device. Device management functions are present inside the namespace cuvi::device. Cuvi32s getDeviceCount() - Gives the count of devices installed in the machine Cuvi32s getCurentDevice() - Returns the ID of selected graphics card CuviStatus setCurrentDevice(const Cuvi32s ID) - Makes any device an active device CuviStatus getDeviceProperties(const Cuvi32s deviceID, CuviDeviceProperties& props) - Returns all the important properties of desired GPU