Image Processing and Computer Vision - Resources - MATLAB & Simulink

Image Processing and Computer Vision

Get Started with Image Processing and Computer Vision

New to image processing and computer vision? Get started here and explore popular related topics.

General Topics for Image Processing and Deep Learning

Image Processing Made Easy

Getting Started with Deep Learning (27:59) - Video
What Is Computer Vision? (1:59) - Video
Getting Started with Computer Vision - Video

Featured Applications: Deep Learning, Image Segmentation, and Apps

Image Segmentation App

Semantic Segmentation (7:56) - Video
Single Image Super-Resolution Using Deep Learning - Documentation

Acquiring and Importing Data

Color-Based Segmentation with Live Image Acquisition

Image Datastore - Documentation
Use Deep Learning with a Simple Webcam (2:38) - Video
webcam - Documentation

Deployment

Corner Detection Design with Vision HDL Toolbox

Desktop and Web Deployment: Creating Desktop Apps (3:58) - Video
Desktop and Web Deployment: Creating Web Apps (2:25) - Example
Cloud Computing - Overview
MATLAB to C/C++ Made Easy (47:38) - Video

Feature Engineering: Detection Extraction and Matching

Feature Detection, Extraction, and Matching with RANSAC

Feature Detection and Extraction - Overview
Handwriting Classification Using HOG Features - Example
Point Feature Types - Documentation

3D Image Processing and Stereo Vision Workflows

Camera Calibration with MATLAB

Point Cloud Processing - Documentation
Stereo Calibration (Including the Stereo Calibration App) - Documentation

Image Analysis

Edge Detection with MATLAB

Region Analysis - Documentation
Image Registration App (2:06) - Video
Image Enhancement: Image Denoising - Example

Object Detection and Tracking

Computer Vision with MATLAB for Object Detection and Tracking

Detection: Deep Learning - Examples
Detection: Motion Estimation and Object Tracking - Example
Image Enhancement: Image Denoising - Example
Tracking: KLT Face Detection and Tracking Using the KLT Algorithm - Example
Tracking: Kalman Filters (7:01) - Video
Tracking: Kalman Filters - Example

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Image Processing and Computer Vision with MATLAB