Features and Objects in Visual Processing

Slides:



Advertisements
Similar presentations
Selective Visual Attention: Feature Integration Theory PS2009/10 Lecture 9.
Advertisements

Reminder: extra credit experiments
Palmer (after Broadbent) interval 750 ms test 100 ms cue 250 ms Relevant size 28 (Palmer, after Shaw)
Electrophysiology of Visual Attention. Does Visual Attention Modulate Visual Evoked Potentials? The theory is that Visual Attention modulates visual information.
Perceptual Processes: Attention & Consciousness Dr. Claudia J. Stanny EXP 4507 Memory & Cognition Spring 2009.
Chapter 6: Visual Attention. Overview of Questions Why do we pay attention to some parts of a scene but not to others? Do we have to pay attention to.
Perception and Pattern Recognition  What types of information do we use to perceive the world correctly?  What are the major theories about how we recognize.
Visual Attention: Outline Levels of analysis 1.Subjective: perception of unattended things 2.Functional: tasks to study components of attention 3.Neurological:
1 Computational Vision CSCI 363, Fall 2012 Lecture 35 Perceptual Organization II.
Conjunction-guided selection in visual search Igor S. Utochkin The National Research University “Higher School of Economics”, Russia.
7 Attention and Scene Perception. Introduction Attention: Any of the very large set of selective processes in the brain To deal with the impossibility.
Chapter 6: Visual Attention. Scanning a Scene Visual scanning – looking from place to place –Fixation –Saccadic eye movement Overt attention involves.
Chapter 6: Visual Attention. Scanning a Scene Visual scanning – looking from place to place –Fixation –Saccadic eye movement Overt attention involves.
Visual Search: finding a single item in a cluttered visual scene.
Experiments for Extra Credit Still available Go to to sign upwww.tatalab.ca.
Upcoming Stuff: Finish attention lectures this week No class Tuesday next week – What should you do instead? Start memory Thursday next week – Read Oliver.
Pre-attentive Visual Processing: What does Attention do? What don’t we need it for?
Cognitive Processes PSY 334 Chapter 3 – Attention July 8, 2003.
Treisman Visual Search Demo. Visual Search Tasks  Can detect features without applying attention  But detecting stimulus conjunctions requires attention.
Electrophysiology of Visual Attention. Does Visual Attention Modulate Visual Evoked Potentials? The theory is that Visual Attention modulates visual information.
Feature Level Processing Lessons from low-level vision Applications in Highlighting Icon (symbol) design Glyph design.
Color vision 3 forms of Rhodopsin are sensitive to different parts of the spectrum: Sensation of whole spectrum of colors provided by exciting differently.
Visual Attention More information in visual field than we can process at a given moment Solutions Shifts of Visual Attention related to eye movements Some.
Next Week Memory: Articles by Loftus and Sacks (following week article by Vokey)
Upcoming: Read Expt 1 in Brooks for Tuesday Read Loftus and Sacks For Thursday Read Vokey Thursday the 6th Idea Journals Due on the 6th! The textbook Cognition.
Visual search: Who cares?
Types of Perceptual Processes Bottom-up - work up from sensory info. Top-down - apply knowledge and experience.
Attention II Selective Attention & Visual Search.
Features and Object in Visual Processing. The Waterfall Illusion.
Selective Visual Attention & Visual Search
Cognitive Processes PSY 334 Chapter 3 – Attention July 10, 2003.
Attention II Theories of Attention Visual Search.
Chapter Four The Cognitive Approach I: History, Vision, and Attention.
Features and Object in Visual Processing. The Waterfall Illusion.
Parallel vs. Serial Information Processing Remember - attention is about information processing.
The Cognitive Approach I: History, Vision, and Attention
Read article by Anne Treisman. Reflexive Orienting Attention can be automatically “summoned” to a location at which an important event has occurred: –Loud.
Studying Visual Attention with the Visual Search Paradigm Marc Pomplun Department of Computer Science University of Massachusetts at Boston
Text Lecture 2 Schwartz.  The problem for the designer is to ensure all visual queries can be effectively and rapidly served.  Semantically meaningful.
Cognitive Processes PSY 334 Chapter 3 – Attention April 14, 2003.
1 Perception and VR MONT 104S, Fall 2008 Session 13 Visual Attention.
Attention Part 2. Early Selection Model (Broadbent, 1958) inputdetectionrecognition FI L T E R Only information that passed the filter received further.
Feature Integration Theory Project guide: Amitabha Mukerjee Course: SE367 Presented by Harmanjit Singh.
Visual Distinctness What is easy to find How to represent quantitity Lessons from low-level vision Applications in Highlighting Icon (symbol) design -
Cognition 7e, Margaret MatlinChapter 3 Cognition Chapter 3 Perceptual Processes II: Attention and Consciousness.
Psych 435 Attention. Issues Capacity –We can’t respond to everything in the environment –Too many pieces of information –we can only actively respond.
TEMPORAL DISPLACEMENTS: NEW EVIDENCE ON THE BINDING PROBLEM Ekaterina Pechenkova Moscow State University.
Control of Attention in schizophrenia 1.Advance understanding of schizophrenia. Move from description of deficits to explanation of specific mechanisms.
Lecture 4 – Attention 1 Three questions: What is attention? Are there different types of attention? What can we do with attention that we cannot do without.
Modeling Visual Search Time for Soft Keyboards Lecture #14.
Binding problems and feature integration theory. Feature detectors Neurons that fire to specific features of a stimulus Pathway away from retina shows.
Psych 335 Attention. Issues Capacity –We can’t respond to everything in the environment –Too many pieces of information –we can only actively respond.
Attention Definition: Concentration of mental effort or energy on a selected internal or external signal. Encompasses: (processes) orienting: directing.
Goals for Today’s Class
Fundamentals of Sensation and Perception
Cognitive approaches: Information processing, with the computer as a model.
Steven Dodd, Christian Kreitz, Lauren Landers, Kelsey Panter.
Feature Binding: Not Quite So Pre-attentive Erin Buchanan and M
Assist. Prof. Dr. Ilmiye Seçer Fall
Ullman's Visual Routines and Tekkotsu Sketches
Correct and Moved Answers
Cognitive Processes PSY 334
View from the Top Neuron
Cognitive Processes PSY 334
Perception We have previously examined the sensory processes by which stimuli are encoded. Now we will examine the ultimate purpose of sensory information.
Attention …is a process …is a resource
CSc4730/6730 Scientific Visualization
Cognitive Processes PSY 334
Chapter 7 - Visual Attention
Human vision: function
Presentation transcript:

Features and Objects in Visual Processing

The Visual World is an Arrangement of Features Color Motion Form Depth Orientation

Pre-attentive vs. Attentive Processing Pre-attentive processing Does the visual system register some basic features automatically (without attention) if so, what features? How would you know?

Pre-attentive vs. Attentive Processing Indicators of Pre-attentive processing 1. processing precedes orienting - if you shift your attention to something or someplace because of some processing you did on the information there, you must have done that processing without attending

Pre-attentive vs. Attentive Processing Indicators of Pre-attentive processing 2. processing done in parallel - if you can process features of several objects simultaneously, you must have done that processing without attention

Parts vs. Wholes We see wholes, but the visual system initially sees parts (i.e. features) of objects

Parts vs. Wholes For example: We see two rectangles, but the visual pathways initially detects small lines with some orientation

Parts vs. Wholes Simple features form boundaries We see two rectangles, but the visual pathways initially detects small circles with some color

Parts vs. Wholes Conjunctions don’t form boundaries We see only one rectangle (at least initially) because the boundaries of the inner one are made of conjunctions – these require attention to be perceived

“Early parsing of the visual field is mediated by separate properties, not by particular combinations of properties”

What does Treisman conclude from this observation? “Analysis of properties and parts precedes their synthesis” What is the “strong prediction” Treisman makes?

Illusory Conjunctions “errors of synthesis”

Illusory Conjunctions Identify the letter on the left of the screen and the digit on the right

Illusory Conjunctions Q 4

Illusory Conjunctions What colored shapes did you see?

Illusory Conjunctions Illusory conjunction - when perceived combination of attributes was not present

Illusory Conjunctions Illusory conjunction - when perceived combination of attributes was not present Supports notion that primitive features are processed independently and then bound together to form objects This is thought to require attention focused on the location of the object to be bound

Visual Search: finding a single item in a cluttered visual scene

Visual Search Visual Search: finding a single item in a cluttered visual scene

Visual Search Is there a green square?

Visual Search Is there a green square?

Visual Search Parallel search: like many independent spotlights

Visual Search Serial search: each item is selected until target is found

Visual Search Serial search: each item is selected until target is found

Visual Search Serial search: each item is selected until target is found

Visual Search Serial search: each item is selected until target is found

Visual Search How could you test which kind of search was happening?

Visual Search Search Slope: How long per item?

Visual Search Search Slope: How long per item?

Visual Search Search Slope: How long per item?

Visual Search Parallel search - search time is independent of distracter number

Visual Search Search slope for color singletons is flat. What does this tell us about color and attention?

Visual Search Search slope for shape singletons is flat. What does this tell us about shape and attention?

Visual Search Conjunction search: NOT FLAT!

Visual Search Serial Search - linear increase in search time with number of distractors

Visual Search Search Slopes can be flat for targets defined by: color orientation curvature motion depth What does this imply about these features ? What does it tell us about conjunctions of features ?

Treisman’s Feature Integration Theory Early visual system parses scene into features represented in “feature maps” “Attention Spotlight” can be moved across an overlay of these feature maps Focused attention is required to “bind” features together into objects