Psychology 3215

Perception - Fall 2021

DATE
DAY
TOPICS and CLASS MATERIALS
Measurement of Perceptual Experience
8/16
M
Structure of Course, Requirements, etc.
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Founding of Psychophysics

Classic Visual Illusions - What do they tell us?

A strong Ponzo Illusion

Brightness illusion

St. Louis Arch

Zollner Illusion

An interactive Muller-Lyer illusion

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Fechner: The mind-body problem and the importance of the absolute threshold

Classical Psychophysical Techniques

Methods 

Practice Exercise for determining the Absolute Threshold

Normal Distribution

Minibiographies of Fechner - Boring 1961 - Boring 1966

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Visual Illusion vs. Optical Illusion

Your Textbook: 9-12

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Methods (Cont.)
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Difference Thresholds

Picture of Ernst Weber

Method

Practice Exercise for determining a Difference Threshold

More Practice Explaining a Difference Threshold

Difference thresholds & Weber's Law 

Weber's Law (v.2.0)

Example Weber Fractions

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Your Textbook: 12-14

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Fechner's Law

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Fechner - The Fundamental Relationship

Fechner's Law Equation

Exercise to guide you through Fechner's Law

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A  Brief Visit to the Land of Logarithms

Table of Logarithms

Common Logarithm Plot 

Binary Logarithm Plot

Piano Notes

Psychophysical Function of Pitch & Frequency

Octave Effect

f/Stops with Camera Lens 

Polygon Spiral

Logarithmic Spiral

Weather System Spiral

Logarithmic Spiral in Nautilus Shell

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The Slide Rule:  Your logarithmic buddy

Example 1      Example 2

Basic Operation    Basic Operation (with details)

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Additive Scale

Standard Ruler     Another Standard Ruler 

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Fechner's Law vs Weber's Law

Brightness:  Another way to think about the psychophysical relationship

Is it JNDs or equal units of psychological change that you seek?  Are they different?

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Your Textbook: 14-15

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Magnitude estimation & Stevens' Power Law

Magnitude Estimation Demo

Results of Magnitude Estimation Task with Circles

Power Law

Possible Relationships

How The Exponent is Calculated

Example Exponents

Power Law Exercise

Your Textbook: 16

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Signal Detection Theory

Basic SDT Outcome Table

Sample Receiver Operating Characteristic (ROC) curve

Separating Strategy from Sensitivity in ROC curve

Practice exercise interpreting ROC curves

SDT Method Summary

Normal Distribution again

Your Textbook: 540-550

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Signal Detection Theory

Detection Problems

Mammogram from UW Radiology

Bombs in Luggage

Signal Detection Theory

3 HIV Tests - from Swets (1992)

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SDT in your life now: At home Covid-19 tests 

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Gorilla in the Misty Xray - The Xray

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Your Textbook:

9/1
W

It's all about 3 guys ...

... and their descendants

Question & Answer/Review [ Study Guide ]

9/3
F

Test 1 -- Test due by 8 AM - Wednesday Sept. 8

VISION I
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Physics of Light

Light is a portion of the Electromagnetic Spectrum

Visible Spectrum

Basic Terminology of Situation

Relationship between Visual Angle & Retinal Image size

Your Textbook: 41-43

Living in a Reversed World - Ivo Kohler

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Structure of our Eyes

Simple Diagram of Eye

Saggital Schematic with Retinal Section

Diagram of Eye

Front of Eye

Anatomy of Lens

Human Retina

My Myopic Crescent & Choroidal Folds

Diagram of the Retina

Another Retina Diagram

Notice the size of Aimee's fovea

Human Fovea

Rod/Cone Distribution

Another map of Rod/Cone Distribution

Acuity Threshold

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Cat Tapetum

Simple Diagram of other Eyes

Compound Eye

Compound Eye Circuitry

Eye Movement Tutorial

Why do I have blue eyes? [Eye Color 1] [Eye Color 2]

Here are instructions for the do-it-yourselfer: Cow's Eye

Everything you wanted to know about the Vertebrate Retina

Your Textbook: 43-58

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Structure of Eye continued

Visual Pathways

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Duplex Retina

Dark Adaptation Function -- Basic effect

Purkinje Shift Effect

Luminous Efficiency Function

Luminous Efficiency Function - Daylight vs Night

Visual Pigment Bleaching and Regeneration experiments

Two Separate Visual Systems in each Eye!!

Dark Adaptation Curve

Range of Light Intensities

Night Blindness - Vitamin A Deficiency (Hecht & Mandelbaum, 1940)

Achromatopsia - Island of the Color Blind

Your Textbook: 59-60

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Diseases/Disorders of the Eye

Red Reflex Test

Age-related Macular Degeneration
AMD-dry AMD-wet
Effect
Amsler Test Effect 2

Retinitis Pigmentosa
Problem
Effect

Diabetic Retinopathy

Cataract

----- KMS 2004

----- KMS 2015

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Compound Eye

Compound Eye Circuitry

Wolf Spider Eyes: WS1 WS2 WS3 WS4 WS5 WS6 WS7

Anableps - The 4-eyed Fish

Close View of Eye of Anableps

Another Close View of Eye of Anableps

Diagram of Eye of Anableps

Anableps in Vancouver Acquarium

Looking for relaxation?  Check out the jelly fish at the Vancouver Acquarium

Your Textbook: 70-74

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Brightness Constancy & Brightness Contrast

Reminder: Basic Terminology of Situation

Physics: Illuminance, Luminance, Reflectance

Psych: Brightness, Lightness
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Example of Simultaneous Brightness Contrast

(adjustable) Example of Simultaneous Brightness Contrast

(another adjustable) Example of Simultaneous Brightness Contrast

McCourt Effect

Benussi Rings

Mach Bands

Mach Bands - luminance vs lightness/brightness

(adjustable) Example of Mach Bands

Hermann Grid Illusion

Hermann Grid Illusion #2

Hermann Grid Illusion on Steroids? (Scintillating Grid Illusion)

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The Horseshoe Crab (Limulus)

Limulus again

Compound Eye

Compound Eye Structure

Lateral Plexus

Lateral Inhibition Circuit

Lateral Inhibition Effect

Diagram of Human Retina

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Return to the Back of the Eye - Problem of Pseudo-edges

Stabilized Retinal Image

Fading Dot

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Issue of Luminance vs Reflectance

Adelson Checker Shadow Illusion [Original] [Analysis] [Both]

More cool illusions from the Adelson web site

Spatial Frequency and Hybrid Images

Illusory Staircase Gelb Effect

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Another reason to thank the Horseshoe Crab

Horseshoe Crab Blood

Article on Horseshoe Crab blood harvesting

Your Textbook:

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Brightness Constancy & Brightness Contrast cont.
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Color

Newton's Separation Experiment - Demo Prism in operation

Newton's Mixing Experiment

Dimensions of Color - Better Visible Spectrum

Issue of Source of Illuminance

Creating colors from other colors

Additive Color Demo

Creating colors using subtraction

Subtractive Color Demo

Additive & Subtractive Color Demo

The Color Circle 

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The Problem of Describing Color

The Munsell System of Color Notation - Subtractive System

CIE XYZ Color System - Additive System

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Other Systems -----

The problem of device gamut

The problem of unequal JNDs
MacAdam (1931) Discrimination Ellipses

The CIE 1976 Solution: CIE Luv

RGB Color System

HSV Cone Model

RGB Color Mixing Demo

Nonspectral Colors!

Pantone Matching System colors

Pantone - RGB Conversions

Official ASU Colors

Official ASU Colors in both Additive and Subtractive specification systems

Meet the Blacks!

Munsell Crayola Crayons

Your Textbook: 155-162

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Mechanisms of Signaling Different Colors

Hermann von Helmholtz

Helmholtz's Color Mixing Experiments 

Color Mixing Experiments Results 

Young-Helmholtz Trichromatic Theory

Helmholtz Trichromatic Theory 

Ewald Hering - Opponent Process Theory

Hering's Objections to Trichromatic Theory

Opponent Process Theory Summary 

Return to the Color Circle

Colored Afterimages

Colored Afterimages 2

Colored Afterimages 3

Spectral Sensitivity of Photoreceptors 

Better Spectral Sensitivity Figure (and why is that?)

Another Look at the Retina

Opponent Process Circuit

CIE L*A*B* color system

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New Explanation of Evolution of Color Vision in Mammals

The Mantis Shrimp - 16 Photopigments!

Maxwell's Additive Color Mixing System

Your Textbook: 163-166, 170-176

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Color Blindness - Color Deficiencies - Different Color Palette?

Reference Spectral Sensitivity Figure

Protanopia -- Deuteranopia -- Tritanopia

Dichromatic Color Blindness Summary 

Some types of Color Blindness are a Sex-linked Trait

X vs Y Chromosome  Differences

Simulation of Color Blindness

Another Simulation of Color Blindness

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Tests for Color Deficiencies

Shinobu Ishihara  

Ishihara Test - Demo

Ishihara Test - Transformation

Ishihara Test - Vanishing

Ishihara Test - Hidden Digit

Ishihara Test - Diagnostic

Farnsworth D15 Test

Try the D15 Test HERE

Farnsworth-Munsell 100 Hues Test

Try the F-M 100 Hues Test HERE

D-15 Patterns for color blindness

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Do some women have 4 color receptors?

What is the problem with the Y Chromosome?

Your Textbook: 183-186



Color Contrast and Color Constancy

Simultaneous Color Contrast

Example #1

Example #2

More examples (some from Josef Albers, Interaction of Color)

#1 #2 #3 #4 #5 #6

#7 #8 #9 #10

Yet Another Contrast Example

Return to the Color Circle (Complementary Colors)

Another Look at the Retina

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Color Constancy

Return to Issue of Source of Illuminance

Edwin Land - Mondrian Experiments

Surface vs Illuminance Issue

Purves Contrast Cube

Purves Constancy Cube

Purves Lab @ Duke

Return to issue of Scaling and Lightness

Your Textbook: 177-182

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White Dress/Blue Dress?

and the answer is...

 



Finding Edges vs. Filling In

Return to Diagram of Eye

Stabilized Retinal Image

Return to Simultaneous Brightness Contrast

Return to Hermann Grid Illusion

Return to Simultaneous Color Contrast

Fading Dot Illusion

Fading Dot Color AfterEffect Illusion

Kaniza Figure

Spreading Neon Illusion

Subjective Colors

Benham's Top

MacKay Star

Color Vision Issues & Painting

Topic 1 - Paint & Color
(a) Tempera vs. Oil 1 2 3

Topic 2 - Color Interactions
(a) Color Enhancement 1 Michelangelo
(b) Color & Light Monet

Topic 3 - Luminance and Equiluminance
(a) Equiluminance Anuszkiewicz Monet
(b) Luminance Differences Michelangelo DaVinci

Topic 4 - Foveal vs. Peripheral Vision
Poussin Impressionists

10/4
M

Question & Answer/Review [ Study Guide ]

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Pay more for a Sharp Quattron? Claimed Gamut Change

RadioLab show on Color

xkcd explains color (Thanks, Ellie)

10/6
W
TEST 2 (due by Saturday, 10/9, 8AM)
VISION II
10/13
W

Space, Distance, & Depth - Overview of Topics 

Binocular Cues and Retinal Disparity 

Corresponding Retinal Points

Noncorresponding Retinal Points

The Horopter and Retinal Disparity

The Horopter and Retinal Disparity 2

The Horopter and Panum's Area

Retinal Disparity

Vieth-Muller Circle



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A stroll alongTechnophilia Lane: Viewpoint Disparity in Cameras 

Argus C3 Rangefinder Camera (1938-1966)

View 1 - A Colormatic

View 2 - Parts Identified

View 3 - Cutaway to Show Inside

View 4 - Skinned C3!

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Your Textbook: 208-212

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Manipulation of Binocular Cues to Produce
Depth Effects

Wheatstone Stereoscope 

Producing Retinal Disparity

Reproducing Viewpoints with Binocular Stereograms

Nintendo VirtualBoy

Nintendo 3DS - Parallax Barrier Technology

Oculus Rift ---  Oculus Quest 2

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Anaglyphs

Effect of Looking at an Anaglyph through a Red Filter

How the Anaglyph Produces its Depth Effects

Example Anaglyphs (red/cyan glasses required)

Example1 Example2 Example3

Example4 Example5 Example6 Example7

NSG Examples

Example1 Example2 Example3

Airplane Anaglyphs: P38 T33 T33 Floatplane Dogfight

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Modern Approach - Polarization - Example 1 - Example 2 

Modern Anaglyph - RealD 3D

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Bela Julez and the Random Dot Stereogram

Fooling Fusion - Single Image Stereograms (a.k.a "Magic Eye")

The Problem with Repeated Patterns (a.k.a. "Wallpaper Effect")

How a SIS works

Example SIS #1

Example SIS #2

Example SIS #3

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The Google Cardboard Project

Cardboard Viewer - Unassembled

Cardboard Viewer - Assembled

Cardboard Viewer - Inserting Phone

Viewmaster adopts Cardboard protocol

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Binocular Rivalry - Different Images to same location on the two Retinas - What will happen?

Wheatstone Stereoscope: S vs A 

Binocular Rivalry Example (requires red/cyan glasses)

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Another cool 3-D camera from the 1950s - The Coronet 


Your Textbook: 212-216

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Space, Distance, & Depth - Monocular Cues - Summary 

Monocular Cues Example

Size-Distance Issue for Retinal Images  - Example 

Linear Perspective Approach

Linear Perspective Technique  -- Camera Shot Illustration 

Aerial Perspective Example

Another Aerial Perspective Example - Leap of Faith (1939) - J. A. Hampton

Static Shadow Cue to Depth

Location with respect to Horizon

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Ames Room (2 Mb QT Movie)

Ames Room Diagram

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3-D Pavement Art Illusions: Julian Beever & Kurt Wenner

More cute 3-D Pavement Art:  David Zinn 

X Room Illusion

Rubik's Cube Illusion

Gigantic 3D Cat on Tokyo billboard

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Fredo Art - (Wladimir Inostroza)

Hovering Bugs - Elephant - Bottle - Bitten Finger - Cut Finger
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Impossible trident

Another Depth Illusion - The Balcony

Drawings of M. C. Escher

Moon Illusion

Hogarth 1753 - false perspectives
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Sometimes pictures don't deceive!

Robert Wadlow -  World's tallest man 

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Your Textbook: 193-203

   

Richard Gregory "Inappropriate Scaling" Theory

Ponzo Illusion

Muller-Lyer Illusion

Poggendorf Illusion

Zollner Illusion

Dumbbell Illusion

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Perception of Movement 

Speed Constancy - Retinal Image Speed vs Object Speed - Diagram 

Velocity Transposition effect - Diagram - Video Example 

Retinal Image movement vs Object movement - Summary of Problem 

Corollary Discharge Theory

Autokinetic Effect

Another variant of the Autokinetic Effect

Motion Induced Blindness

Motion effect with Afterimages

Your Textbook:

More Motion Illusions by Akiyoshi Kitaoka

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Motion Parallax

James Jerome Gibson

Simple Motion Parallax Diagram

Motion Parallax Diagram with Horopter

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Gibson's Ecological Approach to Perception

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Motion Aftereffect

Standard Induced Motion Example

Shadow Cues and Motion (2nd example)

Structure from Motion 1 (Accretion & Deletion)

Structure from Motion - The Aperture Issue

(aka Barber Pole Illusion)

Structure from Motion 2 (Local vs. Global Occlusion)

Structure from Motion 3 (Kinetic Depth Effect)

Structure from Motion 4 (Biological Motion)

Structure from Motion 4b (Biological Motion)

Depth from Motion 1

Depth from Motion 2

Living in a Reversed World - Erismann & Kohler, narrated by JJ Gibson

Texture Gradient 1

Texture Gradient 2

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Optic Flow

Eleanor Gibson and the Visual Cliff experiment

Visual Cliff Results

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Your Textbook:204-207

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Stroboscopic Motion: Beta vs. Phi and MagnaPhi

Static Image

Beta Motion = Object Motion

Beta (300 ms) - Beta (150 ms)

Helmholtz - Unconscious Inference

Stroboscopic Motion: Wagon wheel Illusion 1

Stroboscopic Motion: Wagon wheel Illusion 2

Does the Wagon Wheel Illusion Occur In Continuous Light? (Purves et al., 1996)

Saccadic Suppression

Phi (40 ms) Motion = "Pure" Motion

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Pac-man Illusion

Article on Motion Illusions by Stuart Anstis

Motion Demos by George Mather

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Form

The Gestalt Psychologists and Von Ehrenfels

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Figure-Ground Distinction

Ambiguous Figure 1 [Rubin (1915) and an interesting variant and a superhero variant]

Ambiguous Figure 2 [Jastrow (1899) and a NC variant]

Ambiguous Figure 3 (Necker, 1832)

Ambiguous Figure 4 - Adolescence (Salvador Dali, 1941)

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Grouping - Principle of Prägnanz

Kanizsa Triangle 1

4 Laws of Grouping

Grouping by Common Fate

Gabor - Good continuation

Glass Patterns - Proximity

The Problem of Prediction: 1 2 3

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Kanizsa Triangle 2

New Illusion - Moving Kanizsa Pyramid!

Motion-induced Blindness

Ouchi Illusion - Ouchi Illusion (adjustable)

Breathing Square - Importance of Local Cues

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Object Recognition - Structural Approach

Object Recognition - View-point / Image Approach

Greeble - Greeble Identification - Greeble is a Verb! 1 2

Thatcher Illusion - the USA Version

Change Blindness - Airplane

Change Blindness - Chopper

Change Blindness - Dinner Plate

Change Blindness - Money

Change Blindness - Merry Go Round

Change Blindness - Frogs

Change Blindness - Workroom

Change Blindness - Bistro

Classic Form Illusions

Koffka Ring: Effect of Grouping on Simultaneous Contrast

White's Illusion: Effect of Grouping on Simultaneous Contrast

Your Textbook: 120-136

10/29
F

Question & Answer/Review [ Study Guide ]

11/1
M
Test 3 -- due by 11/3 -- Wed -- 8AM

AUDITION: Parallels and Differences

11/5
F

Physics of Sound - Summary 

Sound as Pressure Change

Sound as Vibration

Sound as Waves

Sound as a Sine Wave

Sound as a Sine Wave with Phase Angles (Large)

Frequency

Amplitude

Common Amplitudes

Phase Interference

More complex waves

A general problem for the hearing system

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Relationship between Wavelength and Frequency

(log scale conversions)

(dB Racing Article )

(Or listen to a story on dB racing from "This American Life")

(World's Loudest Wheelbarrow)

Lowest Sung Note

Howard Knob Wind Turbine

A Shrimp that Kills with Sound

Inside the Quietest Room on Earth

Your Textbook: 330-337

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Auditory Physiology

1000 Hz tone

The Ear

Middle Ear

Inner Ear

Normal IHC function

Your Textbook: 339-348

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Auditory Physiology & Pitch

What is Pitch?

Helmholtz - Resonance Theory - The inside of a piano

Rutherford - Frequency Theory

Wever & Bray (1937) - Volley Principle

Von Bekesy - Place Theory

Von Bekesy's Mechanical Model

Von Bekesy's Results

A Traveling Wave

Basilar Membrane Animation

Fourier Analysis

Your Textbook:

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Damaged Hearing

Conductive Loss vs. Sensorineural Loss

Normal OHC

Damaged OHC

Damaged Hair Cells

Comparison of Normal & Damaged Hair Cells

Presbycusis

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Measuring Hearing Loss

Tuning Fork tests

How to do a tuning fork test

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Audiogram

How to read an audiogram

Example Audiogram

Example Audiogram showing Sensorineural Loss

Example Audiogram showing Conductive Loss

Range of Hearing Loss

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Otoacoustic Emissions!

Evoked Otoacoustic Emissions

Spontaneous Otoacoustic Emissions

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Extreme Therapies 

Cochlear Implant

Description of Cochlear Implant in operation

Mammano & Nobili Cochlea Site

Cochlear Implant Simulations for Speech & Music

Implant Simulations of Speech

Hearing Loss Simulation

Additional Implant Simulations

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Bone Anchored Hearing Aid 

Parts of BAHA

Appearance of BAHA

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ATC Story about Mosquito Tone

17Khz Tone

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Recent Article on Earplugs for Concerts located Here

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Your Textbook: 356-363

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Psychophysics of Pitch and Loudness

S. S. Stevens  --  Proposed Scales 

Audibility Function

Equal Loudness Contour (Sound Demo)

Frequency to Pitch function

Frequency to Mel function

Amplitude-Frequency Shift (Equal Pitch Contours)

Speech Frequencies

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Doppler Effect and 2 Police Cars

Neuhoff-McBeath Doppler Illusion

Your Textbook: 333-336

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Sound Localization

The General Problem 

Parallels between Hearing and Seeing

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Binaural Disparity

Directions terminology - Relative Bearing/Relative Azimuth

Basic situation

Interaural Intensity Difference - Frequency & Intensity

Interaural Time Difference

Stevens & Newman (1936) - Experimental Set-up

Cone of Confusion

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Head Related Transfer Function (HRTF)

Head Motion: Speakers vs Headphones Music

The problem of Echoes: Outside vs. Inside

Effect of Separation Time of Sounds

(Reverberation Time Demo)

Head Size & High Frequency Hearing
(Heffner, 1983)

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Visual Capture - Vision Cues dominate Hearing Cues

Ventriloquism Examples

Edgar Bergen & Charlie McCarthy

Edgar Bergen On Stage 

Shari Lewis & Lamb Chop

Shari Lewis On Stage

12 year-old Darci Lynne Farmer  On Stage 

Darci Lynne's performance makes Simon Cowell Blush

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Your Textbook: 374-384



Auditory Scene Analysis

Back to The General Problem

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Effect of Sounds on the Basilar Membrane

Basilar Membrane Animation

Fourier Analysis

The Problem of Grouping Sounds

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Albert Bregman

Spatial Location

Principles of Auditory Grouping:

Simultaneous Grouping

Sequential Grouping

Pitch Similarity

Proximity in Time

Good Continuation

Repetition

Temporal Proximity vs. Similarity - Wessel Effect

Bregman's Auditory Scene Analysis Demo Site

Your Textbook:

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Music Pitch Perception

Guitar Note (a closer look)

Harmonics & Standing Waves

Music note is a complex wave

Piano Note - Fourier Plot

Harmonics Differ Among Instruments

Helmholtz - Fundamental vs Harmonics

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Timbre

Middle C (C4) on Different Instruments

Piano

Acoustic Guitar

Electric Guitar

Bb Clarinet

Baritone Saxophone

Trumpet

French Horn

Tuba

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What are the Psychological Dimensions of Timbre?

A Multi-Dimensional Scaling solution (Iverson & Krumhansl, 1993)

Timbre - Static Differences

Timbre is more than only harmonics - Demo

Timbre - Dynamic Differences - ADSR

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The Missing Fundamental Effect - Challenge to Helmholtz

Your Textbook:

 

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Piano Keyboard

Piano Action

Pitch as a linear scale

Piano Frequencies to produce equal increases in pitch

Octave effect

Pitch chroma circle - Concept of Chroma

Octave Pitch vs. Frequency

Pitch as a helix

Chords

Melody

Melody 1a

Melody 1b

Rhythm

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Shepard Illusion

Shepard tone

Barber pole illusion

Penrose Stairs

Endless staircase - Shepard illusion

Shepard Illusion - discrete steps [wav] [mp3]

Risset continuous change [wav] [mp3]

Your Textbook:

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Consonance & Dissonance

Piano Frequencies

Note pairs produce different listening experiences: Example

Musical Consonance and Dissonance Note-Pairs Examples and Pattern (McDermott et al., 2010)

Prediction of Consonance and Dissonance: Physics and Physiology

Physics: Auditory Beats

Sequences - Musical Consonance and Dissonance

Example 1 + End

Example 2 + End

Your Textbook:



Interactions Between Hearing & Seeing

Visual Capture

The Pseudophone: Hearing vs. Seeing

The McGurk Effect

Why the McGurk Effect Occurs

George & Tony

Sound Influences Seeing: Balls In Motion (Sekuler et al., 1997)

Your Textbook:

11/29
M
Last Class: Question & Answer/Review [ Study Guide ]
11/29
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TEST 4 - due 12/7 - Tuesday - 9 AM

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How to prep for Final Exam, Final Q &A



Final Exam