MathWorks
Image Processing for Engineering and Science Specialization
MathWorks

Image Processing for Engineering and Science Specialization

Quickly gain skills in Image Processing. Learn the essential skills to automatically extract information from images.

Taught in English

Some content may not be translated

Sam Jones
Amanda Wang
Isaac Bruss

Instructors: Sam Jones

6,336 already enrolled

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Specialization - 3 course series

Get in-depth knowledge of a subject

4.8

(110 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Detect & analyze regions of interest in images and videos

  • Reduce noise & improve contrast to better analyze images

  • Use interactive apps for rapid prototyping & code generation to automate your analysis

  • Scale your algorithms to analyze large image datasets and video

Details to know

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Specialization - 3 course series

Get in-depth knowledge of a subject

4.8

(110 reviews)

Beginner level

Recommended experience

1 month at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 3 course series

Introduction to Image Processing

Course 110 hours4.8 (106 ratings)

What you'll learn

  • Perform analysis on a variety of common image datatypes & recognize their strengths and limitations

  • Detect objects and regions of interest using intensity-based & color-based image segmentation

  • Improve image contrast using a variety of modern algorithms for different use-cases, such as low light or fog

  • Complete a project where you analyze Antarctic ice melt in satellite images

Skills you'll gain

Category: Image Processing
Category: Image Segmentation
Category: Matlab

Image Segmentation, Filtering, and Region Analysis

Course 210 hours4.8 (30 ratings)

What you'll learn

  • Use segmentation to detect and analyze regions of interest in images & video

  • Apply spatial filters and morphological operators to improve segmentation & remove noise

  • Segment & analyze 3D images, such as MRI images of a brain

  • Use interactive tools to quickly test a variety of segmentation approaches & automatically generate code for reuse

Skills you'll gain

Category: Image Processing
Category: Image Segmentation
Category: region analysis
Category: image filtering

Automating Image Processing

Course 313 hours

What you'll learn

  • Apply image processing algorithms to large sets of images & verify your algorithms generalize to new images

  • Apply image processing algorithms to video files

  • Analyze your image & video processing results, including calculating statistics like average area & identifying outliers

  • Complete a specialization-level project where you will detect cars in a noisy video

Skills you'll gain

Category: Image Processing
Category: Object Detection
Category: Matlab
Category: video processing

Instructors

Sam Jones
MathWorks
4 Courses26,969 learners

Offered by

MathWorks

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