Classes in Computer Vision System Toolbox

  • By Category | Alphabetical List
  • Feature Detection and Extraction

    binaryFeatures Object for storing binary feature vectors
    BRISKPoints Object for storing BRISK interest points
    cornerPoints Object for storing corner points
    SURFPoints Object for storing SURF interest points
    MSERRegions Object for storing MSER regions

    Image Registration and Geometric Transformations

    Image Registration

    binaryFeatures Object for storing binary feature vectors
    BRISKPoints Object for storing BRISK interest points
    cornerPoints Object for storing corner points
    MSERRegions Object for storing MSER regions
    SURFPoints Object for storing SURF interest points

    Object Detection and Recognition

    ocrText Object for storing OCR results
    imageSet Object for storing image collection
    bagOfFeatures Bag of visual words object
    imageCategoryClassifier Predict image category
    BRISKPoints Object for storing BRISK interest points
    cornerPoints Object for storing corner points
    SURFPoints Object for storing SURF interest points
    MSERRegions Object for storing MSER regions

    Tracking and Motion Estimation

    vision.KalmanFilter Kalman filter for object tracking

    Camera Calibration and 3-D Vision

    Geometric Camera Calibration

    cameraParameters Object for storing camera parameters
    cameraCalibrationErrors Object for storing standard errors of estimated camera parameters
    stereoParameters Object for storing stereo camera system parameters
    stereoCalibrationErrors Object for storing standard errors of estimated stereo parameters
    intrinsicsEstimationErrors Object for storing standard errors of estimated camera intrinsics and distortion coefficients
    extrinsicsEstimationErrors Object for storing standard errors of estimated camera extrinsics

    3-D Vision

    cameraParameters Object for storing camera parameters
    cameraCalibrationErrors Object for storing standard errors of estimated camera parameters
    stereoParameters Object for storing stereo camera system parameters
    stereoCalibrationErrors Object for storing standard errors of estimated stereo parameters
    intrinsicsEstimationErrors Object for storing standard errors of estimated camera intrinsics and distortion coefficients
    extrinsicsEstimationErrors Object for storing standard errors of estimated camera extrinsics

    Analysis and Enhancements

    Filters, Transforms, and Enhancements

    vision.KalmanFilter Kalman filter for object tracking
    integralKernel Integral image filter

    Code Generation and Third-Party Support

    Code Generation

    binaryFeatures Object for storing binary feature vectors
    BRISKPoints Object for storing BRISK interest points
    cornerPoints Object for storing corner points
    MSERRegions Object for storing MSER regions
    ocrText Object for storing OCR results
    SURFPoints Object for storing SURF interest points
    vision.KalmanFilter Kalman filter for object tracking

    Define System Objects

    Basic Operations

    matlab.System Base class for System objects
    matlab.system.mixin.FiniteSource Finite source mixin class
    matlab.system.StringSet Set of valid string values

    Properties and States

    matlab.System Base class for System objects
    matlab.system.StringSet Set of valid string values

    Load, Save, and Clone

    matlab.System Base class for System objects

    System Block

    Icon and Dialog
    matlab.System Base class for System objects
    matlab.system.mixin.CustomIcon Custom icon mixin class
    matlab.system.display.Header Header for System objects properties
    matlab.system.display.Section Property group section for System objects
    matlab.system.display.SectionGroup Section group for System objects
    Output Specifications
    matlab.System Base class for System objects
    matlab.system.mixin.Propagates Signal characteristics propagation mixin class
    Nondirect Feedthrough
    matlab.System Base class for System objects
    matlab.system.mixin.Nondirect Nondirect feedthrough mixin class
    For Each Subsystem
    matlab.System Base class for System objects
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