Week of |
Topic |
Reading |
4/2 |
Fundamentals. Optics, rods and cones, sampling and aliasing, resolution vs. eccentricity. (BAO/JSW) | Chapters 1 and 2 |
4/9 |
Color: early-stage processing. Trichromacy, L/M/S cone mosaics, Scotopic/photopic systems, Psychopysics, Color deficiencies. (JSW) | Chapters 3 and 4 |
4/16 |
Color: late-stage processing. Color constancy, Perceptual organization - unique hues/opponency, Cortical mechanisms. (JSW) | Chapter 9 |
4/23 |
Brightness and contrast. Psychophysical measures, Physiological response properties, Contrast sensitivity function. (JSW) | Chapter 5 |
4/30 |
|
|
5/7 |
Retinal ganglion cells. Receptive field models, Spatiotemporal response - space/time separability, Theories: edge-detection, DOG filters, whitening. (BAO) | Chapter 5 |
5/14 |
Visual cortex. Architecture of V1, Cortical magnification, log-polar coordinates, Orientation selectivity, feature maps, Theories: Gabor filters, sparse coding. (JSW/Usrey) | Chapter 6 |
5/21 |
Multiresolution representation. Spatial frequency, Image pyramids and wavelets, Multiscale representation in V1. (BAO) | Chapters 7 and 8 |
5/28 |
Motion and depth. Computation of motion, aperture problem, Spatiotemporal
filters, Computation of depth, disparity selectivity.
(Britten)
|
Chapter 10 |
6/4 |
Vision as inference. Ill-posed problems, Bayesian inference, Cortical feedback and priors. (BAO) | Chapter 11 |