Computational Vision

Go to class
Write Review

Free Online Course: Computational Vision provided by Coursera is a comprehensive online course, which lasts for 4 weeks long, 8-9 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Coursera. Computational Vision is taught by David Quigley.

Overview
  • In this course, we will expand on vision as a cognitive problem space and explore models that address various vision tasks. We will then explore how the boundaries of these problems lead to a more complex analysis of the mind and the brain and how these explorations lead to more complex computational models of understanding.

Syllabus
    • Introduction
      • This week we will explore some basic assumptions of a simple model of human vision.
    • Edges, Depth, and Objects
      • This week we will explore models of higher-order tasks solved by the visual system.
    • Mental Imagery
      • This week we will compare and contrast different perspectives of how mental imagery relates to the visual system.
    • Machine Learning and Neural Networks
      • This week we will explore the neuron as an element of the human cognitive system and ways we can implement these pieces into neural network systems of artificial intelligence.