Online Course – MathWorks Certified Professional Internship in Image Processing

Quickly acquire skills in image processing. Learn the basic skills for automatically extracting information from images.

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קורס אונליין - התמחות מקצועית מוסמכת בעיבוד תמונה של MathWorks

Professional Certificate

Beginners

No prior knowledge required

Time to complete the course

7-day free trial

No unnecessary risks

Skills you will acquire in the course

  • Satellite image analysis
  • Identifying cracks in concrete
  • MRI image analysis
  • Counting cars in videos
  • Using MATLAB for image processing
  • Visual data processing and analysis
  • Development of image-based systems
  • Understanding physical processes with the help of images

What you will learn in the course

Courses for which the course is suitable

  • Image Processing Engineer
  • Data Scientist
  • Systems Engineer
  • Satellite Imagery Analyst
  • Building engineer
  • MRI specialist
  • Traffic Analyst
  • MATLAB Software Developer
  • Environmental researcher
  • Software Engineer

Internship – Series of 3 courses

As cameras become more common, there are endless opportunities for image and photography processing. This specialization is for engineers and scientists who need to analyze, design, and build systems using images or photographs.

Practical applications

  • How fast is the polar ice cap melting?
  • Does an MRI image indicate a healthy brain?
  • Are there any large cracks in the building that need repair?
  • What is the traffic flow during peak hours during the day?

You will use MATLAB throughout your internship. MATLAB is the tool of choice for millions of people working in engineering and science, providing the functionality you need to perform your image processing tasks. You will be given free access to MATLAB throughout your internship to complete your work.

Hands-on Learning Project

Learners will analyze satellite imagery to determine the amount of ice melt, find large cracks in concrete that need repair, and share MRI images of the brain. In the final project, learners will analyze road traffic by identifying and counting the number of cars in each frame of a noisy video.

Details of the courses that make up the specialization

Introduction to Image Processing

Course 1

Duration: 10 hours

Rating: 4.8 (131 ratings)

Course Details

  • Performing analyses on a variety of common image types and understanding their advantages and disadvantages
  • Identifying objects and regions of interest using intensity and color-based segmentation
  • Improving contrast in images using a variety of modern algorithms
  • Completing a project in which you will analyze the melting of ice in Antarctica using satellite images

Skills you will gain

  • Image processing
  • Image segmentation

Course 2

Duration: 9 hours

Rating: 4.8 (38 ratings)

Course Details

  • Using segmentation to identify and analyze regions of interest in images and videos
  • Applying spatial filters and morphological operators
  • Segmentation and analysis of 3D images, such as MRI images of the brain
  • Using interactive tools to test segmentation approaches

Skills you will gain

  • Image processing
  • Image segmentation
  • Regional analysis
  • Image filtering

Course 3

Duration: 13 hours

Rating: 4.9 (15 ratings)

Course Details

  • Applying image processing algorithms to large sets of images
  • Applying image processing algorithms to video files
  • Analyzing your processing results, including calculating statistics
  • Complete a master’s level project where you will identify vehicles in noisy video

Skills you will gain

  • Image processing
  • Object recognition
  • Video processing

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