Computer Vision | Free Online Course | Alison
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Advanced Diploma in Computer Vision

In this free online course, you will learn about the exciting field of computer vision and its applications.

Data Science
Free Course
This free online course offers a unique insight into the emerging field of Computer Vision. You will be introduced to a variety of topics that explain the technology and its applications, including image processing, geometry and homography. Start this course today - It is packed with illustrations, instructions and examples, this instructor-led course will give you a competitive edge.
  • Duration

    20-30 Hours
  • Certification

    Yes
  • Mobile Friendly

    Yes
  • Publisher

    NPTEL
  • Accreditation

    CPD

Description

Modules

Outcome

Certification

View course modules

Description

In this free online course, you are introduced to the exciting field of computer vision. You will learn about the technologies, applications, benefits and science.

The course begins with the fundamental principles of image processing. It then covers the principles of projective geometry and homography. Computations of projection camera matrices are presented, as well as important concepts relating to epipolar geometry. You will study the techniques involved in feature detection and learn about the frameworks necessary for feature matching and model fitting.

This course will be of interest to students studying computer imaging and AI technologies. It will also be of interest to those working in the industry or those wishing to gain employment in this area. Start this course today and learn more about computer visions and its applications.

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Modules

Image Processing and Transforms

Projective Geometry and Homography

Camera Geometry

Stereo Geometry - Part 1

Stereo Geometry - Part 2

Feature Detection and Description

Feature Matching and Model Fitting

Color Fundamentals

Range Image Processing

Clustering and Classification

Dimensional Reduction and Sparse Representation

Deep Neural Architecture

Live Session

Course assessment

Learning Outcomes

Having completed this course you will be able to:


  • Discuss the fundamentals of image processing
  • Outline the principles involved in projective geometry and homography
  • Compute projection camera matrices
  • Explain the concepts in epipolar geometry
  • Summarise the techniques involved in feature detection and description
  • Analyze the frameworks for feature matching and model fitting
  • Discuss the principles and techniques involved in colour representation
  • Explain the procedures for computing range data
  • Discuss the approaches to image classification
  • Outline the applications of principal component analysis
  • Identify the features of deep neural architecture

Certification

All Alison courses are free to enrol, study and complete. To successfully complete this Diploma course and become an Alison Graduate, you need to achieve 80% or higher in each course assessment. Once you have completed this Diploma course, you have the option to acquire an official Diploma, which is a great way to share your achievement with the world. Your Alison Diploma is:

Ideal for sharing with potential employers - include it in your CV, professional social media profiles and job applications
An indication of your commitment to continuously learn, upskill and achieve high results
An incentive for you to continue empowering yourself through lifelong learning

Alison offers 3 types of Diplomas for completed Diploma courses:

Digital Diploma - a downloadable Diploma in PDF format, immediately available to you when you complete your purchase
Diploma - a physical version of your officially branded and security-marked Diploma, posted to you with FREE shipping
Framed Diploma - a physical version of your officially branded and security-marked Diploma in a stylish frame, posted to you with FREE shipping

All Diplomas are available to purchase through the Alison Shop. For more information on purchasing Alison Diplomas, please visit our FAQs. If you decide not to purchase your Alison Diploma, you can still demonstrate your achievement by sharing your Learner Record or Learner Achievement Verification, both of which are accessible from your Dashboard. For more details on our Diploma pricing, please visit our Pricing Page.

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