VPI - Vision Programming Interface

1.2 Release

Algorithms

Declaration of VPI's algorithms. More...

Modules

 Background Subtractor
 Separate foreground and background from video.
 
 Bilateral Filter
 Runs a generic 2D bilateral filter over the input image.
 
 Box Filter
 Runs a generic 2D box filter over the input image.
 
 Convert Image Format
 Converts the image contents to the desired format, with optional pixel value scaling and offset.
 
 Convolution
 Convolves an image with a 2D kernel.
 
 Equalize Image histogram
 Equalize image histogram for the input image.
 
 Fast Fourier Transform
 Operations that applies the Fast Fourier Transform and its inverse to 2D images.
 
 Gaussian Filter
 Runs a generic 2D Gaussian filter over the input image.
 
 Gaussian Pyramid Generator
 Creates a Gaussian pyramid from the input image.
 
 Harris Corners
 
 Image histogram
 Computes image histogram from the input image.
 
 KLT Feature Tracker
 Runs KLT Feature tracking on a sequence of frames.
 
 Laplacian Pyramid Generator
 Creates a Laplacian pyramid from the input image.
 
 MinMaxLoc
 Find in an image the minimum and maximum value locations.
 
 Erode
 Filter an image with a 2D binary kernel composed with the erode morphological operation.
 
 Dilate
 Filter an image with a 2D binary kernel composed with the dilate morphological operation.
 
 Dense Optical Flow
 Algorithm used to estimate the motion vectors from previous image to current image.
 
 Pyramidal LK Optical Flow
 Algorithm used to track points from one frame to the next.
 
 Perspective Warp
 Perspective Warp.
 
 Remap
 Remaps the input image, effectively warping it using a user-provided mapping.
 
 Rescale
 Changes the dimensions of the input image while stretching/squeezing it.
 
 Stereo Disparity Estimator
 Estimates disparity from a stereo pair.
 
 Temporal Noise Reduction
 Performs temporal noise reduction in a sequence of images.
 
 Color Names Features Extractor
 Extracts the Color Names features of the input image.
 
 Histogram of Oriented Gradients
 Extracts Histogram of Oriented Gradients features from input image.
 
 User-Defined Function
 Submits a user-defined function to be executed on the stream.
 
 Lens Distortion Correction
 

Detailed Description

Declaration of VPI's algorithms.

These are all algorithms VPI provides. It also declares functions that handle algorithm payloads.