6.892 Statistical Vision and Learning

Lecture Overview

(Note: The Bibliography has more complete refereces to the papers mentioned below.)

(Also: The early lectures are not yet available on-line... they are coming.)

• Lecture 1 (Sept. 6, 1996) Introduction and Shape from Shading as an Example
• Lecture 2 (Sept. 10, 1996) Bayesian Decision Theory
• Reading: Duda and Hart Chapter 2
• Lecture 3 (Sept. 12, 1996) Multi-dimensional Gaussians - Eigenfaces
• Reading: Turk and Pentland
• Lecture 4 (Sept. 17, 1996) Discriminant Functions - Fisherfaces
• Reading: Duda and Hart Chapter 3
                    Eignenfaces vs. Fisherfaces
• Lecture 5 (Sept. 19, 1996) - Other representations for Images
• Reading: SImar
• Lecture 6 (Sept. 24, 1996) - Image Comparison Technique
• Tutorial on EM
• Lecture 7 (Sept. 26, 1996)
• Lecture 8 (Oct 1, 1996)
• Lecture 9 (Oct 3, 1996)
• Lecture 10 (Oct 8, 1996)
• Lecture 13 (Oct 17, 1996)
• Lecture 14 (Oct 22, 1996)
• Lecture 16 (Oct 29, 1996)
• Lecture 17 (Nov 5, 1996)
• .... to be continued ...