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Computer Vision System Toolbox Blocks

Alphabetical List By Category

Feature Detection and Extraction

Local Feature Extraction

Corner Detection Calculate corner metric matrix and find corners in images
Edge Detection Find edges of objects in images using Sobel, Prewitt, Roberts, or Canny method
Template Matching Locate a template in an image
Trace Boundary Trace object boundaries in binary images

Image Registration

Corner Detection Calculate corner metric matrix and find corners in images
Estimate Geometric Transformation Estimate geometric transformation from matching point pairs
Find Local Maxima Find local maxima in matrices
Template Matching Locate a template in an image
Warp Apply projective or affine transformation to an image

Geometric Transformations

Estimate Geometric Transformation Estimate geometric transformation from matching point pairs
Resize Enlarge or shrink image sizes
Rotate Rotate image by specified angle
Shear Shift rows or columns of image by linearly varying offset
Translate Translate image in 2-D plane using displacement vector
Warp Apply projective or affine transformation to an image

Deep Learning, Object Detection and Recognition

Object Detectors

Blob Analysis Compute statistics for labeled regions
2-D Correlation Compute 2-D cross-correlation of two input matrices
Find Local Maxima Find local maxima in matrices
Gaussian Pyramid Perform Gaussian pyramid decomposition

Object Tracking and Motion Estimation

Object Tracking

Optical Flow Estimate object velocities
Block Matching Estimate motion between images or video frames
Template Matching Locate a template in an image

Motion Estimation

Block Matching Estimate motion between images or video frames
Optical Flow Estimate object velocities
Template Matching Locate a template in an image

Analysis and Enhancements

Statistics

2-D Autocorrelation Compute 2-D autocorrelation of input matrix
2-D Correlation Compute 2-D cross-correlation of two input matrices
2-D Histogram Generate histogram of input or sequence of inputs
2-D Maximum Find maximum values in input or sequence of inputs
2-D Mean Find mean value of each input matrix
2-D Median Find 2-D Median value of each input matrix
2-D Minimum Find minimum values in input or sequence of inputs
2-D Standard Deviation Find standard deviation of each input matrix
2-D Variance Compute variance of input or sequence of inputs
Blob Analysis Compute statistics for labeled regions
Find Local Maxima Find local maxima in matrices
PSNR Compute peak signal-to-noise ratio (PSNR) between images

Morphological Operations

Bottom-hat Perform bottom-hat filtering on intensity or binary images
Closing Perform morphological closing on binary or intensity images
Dilation Find local maxima in binary or intensity image
Erosion Find local minima in binary or intensity images
Label Label connected components in binary images
Opening Perform morphological opening on binary or intensity images
Top-hat Perform top-hat filtering on intensity or binary images

Filters, Transforms, and Enhancements

2-D Convolution Compute 2-D discrete convolution of two input matrices
2-D FFT Compute two-dimensional fast Fourier transform of input
2-D IFFT 2-D Inverse fast Fourier transform of input
2-D DCT Compute 2-D discrete cosine transform (DCT)
2-D IDCT Compute 2-D inverse discrete cosine transform (IDCT)
2-D FIR Filter Perform 2-D FIR filtering on input matrix
Contrast Adjustment Adjust image contrast by linearly scaling pixel values
Deinterlacing Remove motion artifacts by deinterlacing input video signal
Edge Detection Find edges of objects in images using Sobel, Prewitt, Roberts, or Canny method
Histogram Equalization Enhance contrast of images using histogram equalization
Median Filter Perform 2-D median filtering
Hough Transform Find lines in images
Hough Lines Find Cartesian coordinates of lines described by rho and theta pairs
Gaussian Pyramid Perform Gaussian pyramid decomposition

Input, Output, and Graphics

Video Loading, Saving, and Display

Read Binary File Read binary video data from files
Video From Workspace Import video signal from MATLAB workspace
Video To Workspace Export video signal to MATLAB workspace
Frame Rate Display Calculate average update rate of input signal
To Video Display Display video data
Video Viewer Display binary, intensity, or RGB images or video streams
Write Binary File Write binary video data to files

Color Space Formatting and Conversions

Autothreshold Convert intensity image to binary image
Chroma Resampling Downsample or upsample chrominance components of images
Color Space Conversion Convert color information between color spaces
Demosaic Demosaic Bayer's format images
Gamma Correction Apply or remove gamma correction from images or video streams
Image Complement Compute complement of pixel values in binary or intensity images
Image Data Type Conversion Convert and scale input image to specified output data type
Image Pad Pad signal along its rows, columns, or both

Graphics

Compositing Combine pixel values of two images, overlay one image over another, or highlight selected pixels
Draw Markers Draw markers by embedding predefined shapes on output image
Draw Shapes Draw rectangles, lines, polygons, or circles on images
Image Pad Pad signal along its rows, columns, or both
Insert Text Draw text on image or video stream.
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