Image Processing and Computer Vision - Resources - MATLAB & Simulink

Image Processing and Computer Vision

Get Started with Image Processing and Computer Vision

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General Topics for Image Processing and Deep Learning

Image Processing Made Easy

Getting Started with Image Processing (13:07) - Video
Getting Started with Deep Learning (27:59) - Video
What Is Computer Vision? (1:59) - 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