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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 2421yesCoursera

The Syllabus

Videos
  • Meet Jeff Bier
  • Meet Jungsong Yuan, Ph.D.
  • What is Computer Vision?
  • Why Computer Vision?
  • Related Fields of Computer Vision
  • Relevant Fields
  • Computer Programming & Computer Vision
  • Computer Vision Awareness
  • Timelines & Milestones
  • Computer Vision Progression
  • Computer Vision Applications
  • CV Applications
  • CV Impact in the Field of Augmented Reality
Readings
  • Resources (Optional): Computer Vision Overview
  • REQUIRED - MATLAB Resources
Practice Exercises
  • What is Computer Vision?
  • Related Fields of Computer Vision
  • MATLAB Basics

Videos
  • Light Sources
  • Pinhole Camera Model
  • Digital Camera
  • Color Theory
Readings
  • Resources (Optional): Color, Light, & Image Formation
Practice Exercises
  • Light Sources
  • Pinhole Camera Model
  • Digital Camera

Videos
  • Three Level Paradigm
  • Low-, Mid-, High-Level Vision
  • Low-Level Vision
  • Mid-Level Vision
  • High-Level Vision
Readings
  • Resources (Optional): Low-, Mid- and High-Level Vision
Practice Exercises
  • Three-Level Paradigm
  • Low-Level Vision

Videos
  • Mathematic Skills
  • Mathematical Preliminaries
  • Linear Algebra
  • Calculus
  • Probability Theory
  • Algorithms
  • Using Algorithms
  • Aligning RGB channels
Readings
  • Resources (Optional): Mathematics for Computer Vision
  • Computer Vision Basics - Key Takeaways
Practice Exercises
  • Algorithms

Articles

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