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Computer Vision System Toolbox Examples

MATLAB Examples

Analysis

Cell CountingScript
Concentricity InspectionScript
Feature ExtractionScript
Measuring Planar Objects with a Calibrated CameraScript
Object CountingScript
Text Rotation CorrectionScript

Classification, Detection, and Recognition

Automatically Detect and Recognize Text in Natural ImagesScript
Detecting Cars Using Gaussian Mixture ModelsScript
Object Detection In A Cluttered Scene Using Point Feature MatchingScript
Digit Classification Using HOG Features
Uses: Statistics Toolbox
Script
Image Search using Point Features
Uses: Statistics Toolbox
Script
Pattern MatchingScript
Recognize Text Using Optical Character Recognition (OCR)Script
Scene Change DetectionScript

Tracking

Abandoned Object DetectionScript
Face Detection and Tracking Using CAMShiftScript
Face Detection and Tracking Using the KLT AlgorithmScript
Lane Departure Warning SystemScript
Motion-Based Multiple Object TrackingScript
Using Kalman Filter for Object TrackingScript

Registration

Find Image Rotation and Scale Using Automated Feature MatchingScript
Video MosaickingScript
Video StabilizationScript
Video Stabilization Using Point Feature MatchingScript

3-D Vision

Uncalibrated Stereo Image RectificationScript
Stereo Calibration and Scene ReconstructionScript
Sparse 3-D Reconstruction From Multiple Views
Uses: Statistics Toolbox
Script

Display and Graphics

Histogram DisplayScript
Video Display in a Custom User InterfaceScript

Code Generation

Introduction to Code Generation with Feature Matching and Registration
Uses: MATLAB Coder
Script

Simulink Examples

Industry Examples

Abandoned Object Detection
Uses: Simulink
Model
Lane Departure Warning System
Uses: Simulink, DSP System Toolbox
Model
Surveillance Recording
Uses: Simulink
Model
Traffic Warning Sign Recognition
Uses: Simulink
Model

Analysis

Cell Counting
Uses: Simulink
Model
Concentricity Inspection
Uses: Simulink
Model
Feature Extraction
Uses: Simulink
Model
Object Counting
Uses: Simulink
Model
Video Focus Assessment
Uses: Simulink
Model

Compression

Image Compression
Uses: Simulink
Model
Video Compression
Uses: Simulink
Model

Detection and Recognition

Barcode Recognition
Uses: Simulink
Model
Motion Detection
Uses: Simulink
Model
Pattern Matching
Uses: Simulink
Model
Scene Change Detection
Uses: Simulink
Model
Surveillance Recording
Uses: Simulink
Model
Traffic Warning Sign Recognition
Uses: Simulink
Model

Tracking

Abandoned Object Detection
Uses: Simulink
Model
Color-based Road Tracking
Uses: DSP System Toolbox, Simulink
Model
Lane Departure Warning System
Uses: DSP System Toolbox, Simulink
Model
People Tracking
Uses: DSP System Toolbox, Simulink
Model
Tracking Cars Using Background Estimation
Uses: DSP System Toolbox, Simulink
Model
Tracking Cars Using Optical Flow
Uses: Simulink
Model

Registration

Panorama Creation
Uses: Simulink
Model
Video Mosaicking
Uses: DSP System Toolbox, Simulink
Model
Video Stabilization
Uses: Simulink
Model

Segmentation

Color Segmentation
Uses: Simulink
Model
Edge Detection
Uses: Simulink
Model

Enhancement

Histogram Equalization
Uses: Simulink
Model
Periodic Noise Reduction
Uses: Simulink
Model
Rotation Correction
Uses: Simulink
Model

Display and Graphics

Bouncing Balls
Uses: Simulink
Model
Histogram Display
Uses: Simulink
Model
Object Extraction and Replacement
Uses: Simulink
Model
Picture in Picture
Uses: Simulink
Model
Visual Effects
Uses: Simulink
Model

Live Video Processing

Barcode Recognition Using Live Video Acquisition
Uses: Simulink, Image Acquisition Toolbox
Model
Edge Detection Using Live Video Acquisition
Uses: Simulink, Image Acquisition Toolbox
Model
Histogram Display Using Live Video Acquisition
Uses: Simulink, Image Acquisition Toolbox
Model

HDL

Modeling a Video Processing System for an FPGA Target
Uses: DSP System Toolbox, HDL Coder, HDL Verifier
Model
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