Link to the course page for all the relevant material: https://subrahmanyamgorthi.weebly.com/machine-learning-for-image-processing.html
This lecture provides detailed mathematical derivation for performing the Bayesian classification on normally distributed classes. A special case considering a sample with two feature vectors is also discussed in detail.
Video Index:
00:00 - Recap of the Last Lecture
03:18 - Bayesian Classifier for Normally Distributed Classes
21:06 - Special Case: 2D Feature Vector
36:18 - Shape of Discriminant Function
