Motion modeling and estimation


Presentations:

MT Motion model
Bayesian motion estimation

demos and tutorials

bayesTutorial
MTmodel
motionTutorial

Handouts

Estimation/Decision Theory (partial draft)

Papers

Noise characteristics and prior expectations in human visual speed perception
A A Stocker and E P Simoncelli. Nature: Neuroscience, 9(4):578-585, Apr 2006. [abstract, pdf]

Local analysis of visual motion
E P Simoncelli. Chapter 109 in The Visual Neurosciences, eds. L M Chalupa and J S Werner, MIT Press. 2003. [pdf]

Motion illusions as optimal percepts
Y Weiss, E P Simoncelli, and E H Adelson. Nature: Neuroscience, 5(6):598-604, June 2002. [pdf]

Mechanisms of visual motion detection.
P R Schrater, D C Knill, and E P Simoncelli. Nature: Neuroscience, 3(1):64-68, January 2000. [pdf]

A model of neuronal responses in visual area MT.
E P Simoncelli and D J Heeger. Vision Research, 38(5):743-761, 1998. [abstract, pdf]


links

Simoncelli's homepage
Additional publications...