into a Cognitive Architecture
|
|
- Patricia Webb
- 5 years ago
- Views:
Transcription
1 Multi-representational Architectures: Incorporating Visual Imagery into a Cognitive Architecture Soar Visual Imagery (SVI) 27 th SOAR WORKSHOP Scott Lathrop John Laird
2 OUTLINE REVIEW CURRENT ARCHITECTURE (SVI) EXPERIMENTAL RESULTS FUTURE WORK 2
3 WHAT IS VISUAL IMAGERY? 178 miles 192 miles What city is closer to Ann Arbor: South Bend, Indiana or Columbus, Ohio? 3
4 WHAT IS VISUAL IMAGERY ~200 miles ~220 miles What is wider in the center: the lower peninsula of Michigan or Ohio? 4
5 WHAT IS VISUAL IMAGERY? VISUAL IMAGERY VISUAL-SPATIAL VISUAL-DEPICTIVE Location, orientation Sentential, quantitative representations Linear algebra and computational geometry algorithms Shape, color, topology, spatial properties Depictive, pixel-based representations Image algebra algorithms Sentential/Algebraic algorithms Depictive/Ordinal algorithms 5
6 MULTI-VISUAL REPRESENTATIONS Representation Processing Uses Example Abstract symbols Symbolic manipulation Qualitative Visual & Spatial Reasoning object(mich) object(ohio) south(ohio,mich) in(aa,mich), sw(aa,mich) center(columbus, Ohio) etc. Abstract Non-commital Hybrid abstract and quantitative symbols Sentential, algebraic manipulation Quantitative Spatial Reasoning Intermediate Layer Michigan shape: rectangle location: <10,20,0> AA shape: point location <20,2,0> Ohio shape: square location: <15,-5,0> Iconic / Depictive symbols Algebraic or Depictive manipulation Visual Feature Recognition Quantitative Spatial Reasoning Committal Concrete 6
7 REVIEW SUMMARY Why research visual imagery? Best of both worlds multi-representational approach Abstract symbolic representations & computations Perceptually-based quantitative and depictive representations Add new capability Visual-spatial reasoning Visual-feature retrieval and reasoning Gain computational advantage Previous architecture and experiments focused exclusively on quantitative representations and visual-spatial type tasks Open research questions as of last Soar workshop What is a visual image s internal representation? Is there more than one format/data structure? What is the relationship between high-level vision and visual imagery and how does that constrain the architecture? 7
8 OUTLINE REVIEW CURRENT ARCHITECTURE (SVI) EXPERIMENTAL RESULTS FUTURE WORK 8
9 TASK VISION Attend-Visual-Object Attend-Visual-Spatial IMAGERY Construct Transform Generate Query EPISODIC MEMORY S1 SEMANTIC MEMORY Short-Term Memory Goals Current State Learning Chunking Reinforcement Appraisal Detector Soar Visual ID Explicit Object Features Spatial Relationships SVI Visual LTM Listeners Object Map Listeners Visual LTM Object Shape Object Color What Inspector Memory Process Symbols Visualizable Symbols Operator Visual Buffer STM Depictive Pixel based Object Map STM Object(s) Location Object(s)Topology Object(s) Orientation Object(s) Size Metric representation Where Inspector Refresher Stimulus-Based Refresh Control Path Data Pathway Rendered Image Visual Scene
10 TASK VISION Attend-Visual-Object Attend-Visual-Spatial IMAGERY Construct Transform Generate Query EPISODIC MEMORY S1 SEMANTIC MEMORY Short-Term Memory Goals Current State Learning Chunking Reinforcement Appraisal Detector Soar Object Shape Object Color Visual ID Explicit Object Features Visual LTM Memory Process Visual LTM Listeners What Inspector Symbols Visualizable Symbols Operator Visual ID General Shape Construct Imager Constructor 23 visual-id Visual Buffer STM viewpoint napkin above topology below front Depictive Pixel based connected state Spatial Relationships, Size, General Shape visual-object has-a above visual-id fork 1 visual-object has-a visual-object place-setting left topology disconnected spatialrelationship spatialrelationship left-of Spatial Relationships visual-object Object Map Listeners Object Map STM has-a Object(s) plate Location Object(s)Topology Object(s) Orientation Object(s) Size Metric Representation right viewpoint top visual-id 12 Where Inspector SVI Control Path Data Pathway
11 TASK VISION Attend-Visual-Object Attend-Visual-Spatial IMAGERY Construct Transform Generate Query EPISODIC MEMORY S1 SEMANTIC MEMORY Short-Term Memory Goals Current State Learning Chunking Reinforcement Appraisal Detector Soar Object Shape Object Color Visual ID Explicit Object Features Visual LTM Visual LTM Listeners Shape Color Transform Generate Imager Refresher Manipulator Viewpoint Object Global Location Orientation Size Move Orient Resize Spatial Relationships Object Map Listeners Object Map STM Object(s) Location Object(s)Topology Object(s) Orientation Object(s) Size Metric Representation SVI What Inspector Memory Process Symbols Visualizable Symbols Operator Visual Buffer STM Depictive Pixel based Where Inspector Control Path Data Pathway
12 TASK VISION Attend-Visual-Object Attend-Visual-Spatial IMAGERY Construct Transform Generate Query EPISODIC MEMORY S1 SEMANTIC MEMORY Short-Term Memory Goals Current State Learning Chunking Reinforcement Appraisal Detector Soar Visual ID Explicit Object Features Query Spatial Relationships SVI Visual LTM Listeners Imager Object Map Listeners Visual LTM Object Shape Object Color Inspect Visual Features Inspect Spatial Relationships Object Map STM Object(s) Location Object(s)Topology Object(s) Orientation Object(s) Size Metric Representation What Inspector Memory Process Symbols Visualizable Symbols Operator Visual Buffer STM Depictive Pixel based Where Inspector Refresher Stimulus-Based Refresh Control Path Data Pathway Rendered Image Visual Scene
13 KEY POINTS Central Cognition (Soar) Abstract, symbolic visual representations Domain knowledge (goals, states, task constraints) Controls construction, transformation, generation, and inspection Vision / Visual Imagery (SVI) Quantitative and depictive visual representations Leverages mechanisms provided by visual perception. Constructs and generates what it is told Provides perceptions based on what it sees Enables novel composition of previously perceived objects Reacquires knowledge abstracted away during initial perception 13
14 OUTLINE REVIEW CURRENT ARCHITECTURE (SVI) EXPERIMENTAL RESULTS FUTURE WORK 14
15 DEPICTIVE EXPERIMENT ALPHABET FEATURES Presentation of letter name and feature (300 ms) Response (yes or no) A curve RT Emphasized inspection of object features o curve o symmetry o enclosed space Depictive (pixel) representations Shape (vertices) stored in VisualLTM so had to construct visual representation External environment, non-visual interaction 15
16 DEPICTIVE EXPERIMENT SYMMETRY Transform representation along axis of symmetry Make comparison by subtracting out differences New capability (+) No correlation with human data (-) Transformation in one cycle. No maintenance of visual representation Transform 800 Time (ms) E G V R M H P T I J F Q W L Letter Human Soar 16
17 OUTLINE REVIEW CURRENT ARCHITECTURE (SVI) EXPERIMENTAL RESULTS FUTURE WORK 17
18 EXPERIMENTAL DOMAIN CONSTRAINTS Interactive domain and not a question and answer task Emphasize the interaction with bottom-up visual perception and top-down visual imagery processing to evaluate the perceive-imagine-reperceive cycle Evaluate both visual-spatial and visual-depictive imagery Exercise major visual imagery functionalities (construct, transformation, generation, inspection) 18
19 SCOUT DOMAIN Blue 1 this is blue 2, 2, enemy currently vehicle set at at grid grid , moving oriented northwest, southeast, out. Teammate Agent is determines imagines a leader calls other paths what in of if verbal it another vehicle enemy adequate report and teammate of can locations scout/sensor enemy. coverage. take can based see on tactics/doctrine current (field Can of agent direction Agent may view) readjust cannot not see be and able self key enemy to see terrain or teammate? but can teammate (e.g. hill (Decision) imagine but mass, its can imagine buildings, location and its bridges) location orientation and orientation based on verbal based report on verbal reports Agent Agent Teammate LEGEND: Scout Enemy 19
20 NUGGETS & COAL NUGGETS Answered some of questions from last year Types of representations Intersection between high-level vision and visual imagery Architectural components are relatively stable Simulation is up and running COAL Determination of when to use which representation without a big switch Unclear as to details of specific algorithms Processing with concurrent visual perception and visual imagery unknown (resource constraints) 20
Quantify. The Subjective. PQM: A New Quantitative Tool for Evaluating Display Design Options
PQM: A New Quantitative Tool for Evaluating Display Design Options Software, Electronics, and Mechanical Systems Laboratory 3M Optical Systems Division Jennifer F. Schumacher, John Van Derlofske, Brian
More informationChoices and Constraints: Pattern Formation in Oriental Carpets
Original Paper Forma, 15, 127 132, 2000 Choices and Constraints: Pattern Formation in Oriental Carpets Carol BIER Curator, Eastern Hemisphere Collections, The Textile Museum, Washington, DC, USA E-mail:
More informationCorrelation to the Common Core State Standards
Correlation to the Common Core State Standards Go Math! 2011 Grade 4 Common Core is a trademark of the National Governors Association Center for Best Practices and the Council of Chief State School Officers.
More informationFC Cincinnati Stadium Environmental Noise Model
Preliminary Report of Noise Impacts at Cincinnati Music Hall Resulting From The FC Cincinnati Stadium Environmental Noise Model Prepared for: CINCINNATI ARTS ASSOCIATION Cincinnati, Ohio CINCINNATI SYMPHONY
More informationData flow architecture for high-speed optical processors
Data flow architecture for high-speed optical processors Kipp A. Bauchert and Steven A. Serati Boulder Nonlinear Systems, Inc., Boulder CO 80301 1. Abstract For optical processor applications outside of
More informationComputer Graphics NV1 (1DT383) Computer Graphics (1TT180) Cary Laxer, Ph.D. Visiting Lecturer
Computer Graphics NV1 (1DT383) Computer Graphics (1TT180) Cary Laxer, Ph.D. Visiting Lecturer Today s class Introductions Graphics system overview Thursday, October 25, 2007 Computer Graphics - Class 1
More informationDRAFT. Proposal to modify International Standard IEC
Imaging & Color Science Research & Product Development 2528 Waunona Way, Madison, WI 53713 (608) 222-0378 www.lumita.com Proposal to modify International Standard IEC 61947-1 Electronic projection Measurement
More informationSound visualization through a swarm of fireflies
Sound visualization through a swarm of fireflies Ana Rodrigues, Penousal Machado, Pedro Martins, and Amílcar Cardoso CISUC, Deparment of Informatics Engineering, University of Coimbra, Coimbra, Portugal
More informationAPA Style Guidelines
APA Style Guidelines Note: The APA style guidelines presented here are a subset of the full guidelines. For full guidelines see: Publication Manual of the American Psychological Association (5 th ed.).
More informationUS_Math 4 1. Operations and Algebraic Thinking 4.OA 2. Number and Operations in Base Ten 4.NBT 3. Number and Operations - Fractions 4.
US_Math 4 1. Operations and Algebraic Thinking 4.OA 1.1 Multiplication of Whole Numbers 4.OA 1.2 Division of Whole Numbers 4.OA 1.3 Factors and Multiples 4.OA 2. Number and Operations in Base Ten 4.NBT
More informationIcons. Cartoons. and. Mohan.r. Psyc 579
Icons and Cartoons Mohan.r Psyc 579 9 Mar 2011 Outline What is an Icon? What is a Cartoon? How do they work? How to design a good icon? 2 What is an Icon? 3 What is an icon? An image that represents an
More informationPermutations of the Octagon: An Aesthetic-Mathematical Dialectic
Proceedings of Bridges 2015: Mathematics, Music, Art, Architecture, Culture Permutations of the Octagon: An Aesthetic-Mathematical Dialectic James Mai School of Art / Campus Box 5620 Illinois State University
More informationEuropean University VIADRINA
Online Publication of the European University VIADRINA Volume 1, Number 1 March 2013 Multi-dimensional frameworks for new media narratives by Huang Mian dx.doi.org/10.11584/pragrev.2013.1.1.5 www.pragmatics-reviews.org
More informationNorth Carolina Standard Course of Study - Mathematics
A Correlation of To the North Carolina Standard Course of Study - Mathematics Grade 4 A Correlation of, Grade 4 Units Unit 1 - Arrays, Factors, and Multiplicative Comparison Unit 2 - Generating and Representing
More informationAN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY
AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY Eugene Mikyung Kim Department of Music Technology, Korea National University of Arts eugene@u.northwestern.edu ABSTRACT
More information3RD GRADE 4TH GRADE 5TH GRADE
OBSERVATION DECK 3RD GRADE 1.3 Identify and describe how foreground, middleground, and background are used to create the illusion of space. 2.1 Explore ideas for art in a personal sketchbook. 2.3 Paint
More informationCube model for Roy Lee
Arriving in Weimar to take part in the Light, Design and Spatial Ambience workshop has been challenging and informative, it has helped mainly with working collaboratively and provides different viewpoints
More informationAUTOMATIC LICENSE PLATE RECOGNITION(ALPR) ON EMBEDDED SYSTEM
AUTOMATIC LICENSE PLATE RECOGNITION(ALPR) ON EMBEDDED SYSTEM Presented by Guanghan APPLICATIONS 1. Automatic toll collection 2. Traffic law enforcement 3. Parking lot access control 4. Road traffic monitoring
More informationLinkage 3.6. User s Guide
Linkage 3.6 User s Guide David Rector Friday, December 01, 2017 Table of Contents Table of Contents... 2 Release Notes (Recently New and Changed Stuff)... 3 Installation... 3 Running the Linkage Program...
More informationTable of Contents. Introduction...v. About the CD-ROM...vi. Standards Correlations... vii. Ratios and Proportional Relationships...
Table of Contents Introduction...v About the CD-ROM...vi Standards Correlations... vii Ratios and Proportional Relationships... 1 The Number System... 10 Expressions and Equations... 23 Geometry... 27
More informationTRP vs. EIRP and interference between mobile networks
Security Level: TRP vs. EIRP and interference between mobile networks 6 June 2017 www.huawei.com For discussion HUAWEI TECHNOLOGIES CO., LTD. Contents Introduction Antenna array gain pattern EIRP vs. TRP
More informationDesign Principles and Practices. Cassini Nazir, Clinical Assistant Professor Office hours Wednesdays, 3-5:30 p.m. in ATEC 1.
ATEC 6332 Section 501 Mondays, 7-9:45 pm ATEC 1.606 Spring 2013 Design Principles and Practices Cassini Nazir, Clinical Assistant Professor cassini@utdallas.edu Office hours Wednesdays, 3-5:30 p.m. in
More informationObject selectivity of local field potentials and spikes in the macaque inferior temporal cortex
Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex Gabriel Kreiman 1,2,3,4*#, Chou P. Hung 1,2,4*, Alexander Kraskov 5, Rodrigo Quian Quiroga 6, Tomaso Poggio
More informationAbout Giovanni De Poli. What is Model. Introduction. di Poli: Methodologies for Expressive Modeling of/for Music Performance
Methodologies for Expressiveness Modeling of and for Music Performance by Giovanni De Poli Center of Computational Sonology, Department of Information Engineering, University of Padova, Padova, Italy About
More informationGESTALT PSYCHOLOGY AND OPTICAL ART
GESTALT PSYCHOLOGY AND OPTICAL ART Main principle of gestalt psychology We perceive objects as well-organized patterns rather than separate parts The characteristics of the single parts depend on their
More informationExplorations 2: British Columbia Curriculum Correlations Please use the Find function to search for specific expectations.
Explorations 2: British Columbia Curriculum Correlations Please use the Find function to search for specific expectations. WORDS, NUMBERS, AND PICTURES Engage What information can we find posted around
More informationHow to Obtain a Good Stereo Sound Stage in Cars
Page 1 How to Obtain a Good Stereo Sound Stage in Cars Author: Lars-Johan Brännmark, Chief Scientist, Dirac Research First Published: November 2017 Latest Update: November 2017 Designing a sound system
More informationAutomatic Projector Tilt Compensation System
Automatic Projector Tilt Compensation System Ganesh Ajjanagadde James Thomas Shantanu Jain October 30, 2014 1 Introduction Due to the advances in semiconductor technology, today s display projectors can
More informationAesthetic issues in spatial composition: effects of position and direction on framing single objects
Spatial Vision, Vol. 21, No. 3 5, pp. 421 449 (2008) Koninklijke Brill NV, Leiden, 2008. Also available online - www.brill.nl/sv Aesthetic issues in spatial composition: effects of position and direction
More informationHow Semantics is Embodied through Visual Representation: Image Schemas in the Art of Chinese Calligraphy *
2012. Proceedings of the Annual Meeting of the Berkeley Linguistics Society 38. DOI: http://dx.doi.org/10.3765/bls.v38i0.3338 Published for BLS by the Linguistic Society of America How Semantics is Embodied
More information10 Visualization of Tonal Content in the Symbolic and Audio Domains
10 Visualization of Tonal Content in the Symbolic and Audio Domains Petri Toiviainen Department of Music PO Box 35 (M) 40014 University of Jyväskylä Finland ptoiviai@campus.jyu.fi Abstract Various computational
More informationLinear Bearings and Linear Rail Movement
Linear Bearings and Linear Rail Movement P16603: Work Piece Movement Jonathan Sanabria April 19, 2016 Contents: Overview Assumptions for Research/Design Summary of Research Summary of Design Moving Forward
More informationVisual Encoding Design
CSE 442 - Data Visualization Visual Encoding Design Jeffrey Heer University of Washington A Design Space of Visual Encodings Mapping Data to Visual Variables Assign data fields (e.g., with N, O, Q types)
More informationA Framework for Segmentation of Interview Videos
A Framework for Segmentation of Interview Videos Omar Javed, Sohaib Khan, Zeeshan Rasheed, Mubarak Shah Computer Vision Lab School of Electrical Engineering and Computer Science University of Central Florida
More informationVisualizing Euclidean Rhythms Using Tangle Theory
POLYMATH: AN INTERDISCIPLINARY ARTS & SCIENCES JOURNAL Visualizing Euclidean Rhythms Using Tangle Theory Jonathon Kirk, North Central College Neil Nicholson, North Central College Abstract Recently there
More informationinter.noise 2000 The 29th International Congress and Exhibition on Noise Control Engineering August 2000, Nice, FRANCE
Copyright SFA - InterNoise 2000 1 inter.noise 2000 The 29th International Congress and Exhibition on Noise Control Engineering 27-30 August 2000, Nice, FRANCE I-INCE Classification: 6.1 INFLUENCE OF THE
More informationAn action based metaphor for description of expression in music performance
An action based metaphor for description of expression in music performance Luca Mion CSC-SMC, Centro di Sonologia Computazionale Department of Information Engineering University of Padova Workshop Toni
More information1 Introduction Steganography and Steganalysis as Empirical Sciences Objective and Approach Outline... 4
Contents 1 Introduction... 1 1.1 Steganography and Steganalysis as Empirical Sciences... 1 1.2 Objective and Approach... 2 1.3 Outline... 4 Part I Background and Advances in Theory 2 Principles of Modern
More informationVuzik: Music Visualization and Creation on an Interactive Surface
Vuzik: Music Visualization and Creation on an Interactive Surface Aura Pon aapon@ucalgary.ca Junko Ichino Graduate School of Information Systems University of Electrocommunications Tokyo, Japan ichino@is.uec.ac.jp
More informationCHAPTER 8 CONCLUSION AND FUTURE SCOPE
124 CHAPTER 8 CONCLUSION AND FUTURE SCOPE Data hiding is becoming one of the most rapidly advancing techniques the field of research especially with increase in technological advancements in internet and
More informationLecture 2 Video Formation and Representation
2013 Spring Term 1 Lecture 2 Video Formation and Representation Wen-Hsiao Peng ( 彭文孝 ) Multimedia Architecture and Processing Lab (MAPL) Department of Computer Science National Chiao Tung University 1
More informationA General Theory of Dramatic Structure for Interactive 3D Environments. Tamiko Thiel
A General Theory of Dramatic Structure for Interactive 3D Environments Tamiko Thiel tamiko@alum.mit.edu www.tamikothiel.com Traditional narrative theory You need characters in order to have drama. Create
More informationPIIM 01. part one. A V i s u a l i z at i o n B a s e d Ta x o n o m y f o r I n f o r m at i v e T: F: piim.newschool.
General introduction: piim is the Parsons Institute for Information Mapping. piim is part of The New School, New York. One of piim s initiatives is to disseminate theory and method with the aim of building
More informationReview: Discourse Analysis; Sociolinguistics: Bednarek & Caple (2012)
Review: Discourse Analysis; Sociolinguistics: Bednarek & Caple (2012) Editor for this issue: Monica Macaulay Book announced at http://linguistlist.org/issues/23/23-3221.html AUTHOR: Monika Bednarek AUTHOR:
More informationTowards Using Hybrid Word and Fragment Units for Vocabulary Independent LVCSR Systems
Towards Using Hybrid Word and Fragment Units for Vocabulary Independent LVCSR Systems Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran and Fred Jelinek Center for Language and Speech Processing IBM TJ
More informationTRT Software Activities
TRT Software Activities - 08/14/2009 SPLASH EVENT IN THE TRT I will mainly focus on the activities where the Duke group is more directly involved 1 TRT SW Offline Duke Group heavily involved in several
More informationEVOLVING DESIGN LAYOUT CASES TO SATISFY FENG SHUI CONSTRAINTS
EVOLVING DESIGN LAYOUT CASES TO SATISFY FENG SHUI CONSTRAINTS ANDRÉS GÓMEZ DE SILVA GARZA AND MARY LOU MAHER Key Centre of Design Computing Department of Architectural and Design Science University of
More informationRoche Court Seminars
Roche Court Seminars Art & Maths Educational Friends of Roche Court Art and Maths An Exploratory Seminar Saturday 11 October 2003 Dr. Ulrich Grevsmühl with Michael Kidner Richard Long Jo Niemeyer Peter
More informationStimulus presentation using Matlab and Visage
Stimulus presentation using Matlab and Visage Cambridge Research Systems Visual Stimulus Generator ViSaGe Programmable hardware and software system to present calibrated stimuli using a PC running Windows
More information2-/4-Channel Cam Viewer E- series for Automatic License Plate Recognition CV7-LP
2-/4-Channel Cam Viewer E- series for Automatic License Plate Recognition Copyright 2-/4-Channel Cam Viewer E-series for Automatic License Plate Recognition Copyright 2018 by PLANET Technology Corp. All
More information4. TITLE AND SUBTITLE 5a. CONTRACT NUMBER. 6. AUTHOR(S) 5d. PROJECT NUMBER
REPORT DOCUMENTATION PAGE Form Approved OMB No. 0704-0188 Public reporting burden for this collection of information is estimated to average 1 hour per response, including the time for reviewing instructions,
More informationAnalysis, Synthesis, and Perception of Musical Sounds
Analysis, Synthesis, and Perception of Musical Sounds The Sound of Music James W. Beauchamp Editor University of Illinois at Urbana, USA 4y Springer Contents Preface Acknowledgments vii xv 1. Analysis
More informationTOMELLERI ENGINEERING MEASURING SYSTEMS. TUBO Version 7.2 Software Manual rev.0
TOMELLERI ENGINEERING MEASURING SYSTEMS TUBO Version 7.2 Software Manual rev.0 Index 1. Overview... 3 2. Basic information... 4 2.1. Main window / Diagnosis... 5 2.2. Settings Window... 6 2.3. Serial transmission
More informationTEMPORALITY IN STATIC VISUAL NARRATIVES: BASED ON EVENT, TIME, SPACE & PLACE RELATION
TEMPORALITY IN STATIC VISUAL NARRATIVES: BASED ON EVENT, TIME, SPACE & PLACE RELATION Sherline Pimenta K a and Ravi Poovaiah b Industrial Design Center, Indian Institute of Technology, Bombay, Mumbai,
More informationThe study of design problem in design thinking
Digital Architecture and Construction 85 The study of design problem in design thinking Y.-c. Chiang Chaoyang University of Technology, Taiwan Abstract The view of design as a kind of problem-solving activity
More informationIntroduction to Psychology Prof. Braj Bhushan Department of Humanities and Social Sciences Indian Institute of Technology, Kanpur
Introduction to Psychology Prof. Braj Bhushan Department of Humanities and Social Sciences Indian Institute of Technology, Kanpur Lecture 08 Perception Gestalt Principles Till now, we have talked about
More informationNon-literal Language Use and Coordination in Dialogue
Non-literal Language Use and Coordination in Dialogue Josef Meyer-Fujara and Hannes Rieser Fachhochschule Stralsund, Zur Schwedenschanze 15, 18435 Stralsund e-mail: josef.meyer-fujara@fh-stralsund.de Universität
More informationThe adaptivity it of aesthetic ti dimensions in the domains of art and design
Art & Perception Conference 2010, Brussels 24 November 2010 CC 2010 [info at ww ww.experim mental-psy ychology.c com] The adaptivity it of aesthetic ti dimensions i in the domains of art and design Claus
More informationCover Page. The handle holds various files of this Leiden University dissertation.
Cover Page The handle http://hdl.handle.net/1887/62348 holds various files of this Leiden University dissertation. Author: Crucq, A.K.C. Title: Abstract patterns and representation: the re-cognition of
More informationSense and soundness of thought as a biochemical process Mahmoud A. Mansour
Sense and soundness of thought as a biochemical process Mahmoud A. Mansour August 17,2015 Abstract A biochemical model is suggested for how the mind/brain might be modelling objects of thought in analogy
More informationTHE EFFECT OF PERFORMANCE STAGES ON SUBWOOFER POLAR AND FREQUENCY RESPONSES
THE EFFECT OF PERFORMANCE STAGES ON SUBWOOFER POLAR AND FREQUENCY RESPONSES AJ Hill Department of Electronics, Computing & Mathematics, University of Derby, UK J Paul Department of Electronics, Computing
More information-1- Tessellator. Geometry Playground Formative Evaluation Nina Hido formative, mathematics, geometry, spatial reasoning, Geometry Playground
-1- Tessellator Geometry Playground Formative Evaluation Nina Hido 2009 formative, mathematics, geometry, spatial reasoning, Geometry Playground -2- Table of Contents Background... 3 Goals... 3 Methods...
More informationTR 038 SUBJECTIVE EVALUATION OF HYBRID LOG GAMMA (HLG) FOR HDR AND SDR DISTRIBUTION
SUBJECTIVE EVALUATION OF HYBRID LOG GAMMA (HLG) FOR HDR AND SDR DISTRIBUTION EBU TECHNICAL REPORT Geneva March 2017 Page intentionally left blank. This document is paginated for two sided printing Subjective
More informationGCT535- Sound Technology for Multimedia Timbre Analysis. Graduate School of Culture Technology KAIST Juhan Nam
GCT535- Sound Technology for Multimedia Timbre Analysis Graduate School of Culture Technology KAIST Juhan Nam 1 Outlines Timbre Analysis Definition of Timbre Timbre Features Zero-crossing rate Spectral
More informationRegion Adaptive Unsharp Masking based DCT Interpolation for Efficient Video Intra Frame Up-sampling
International Conference on Electronic Design and Signal Processing (ICEDSP) 0 Region Adaptive Unsharp Masking based DCT Interpolation for Efficient Video Intra Frame Up-sampling Aditya Acharya Dept. of
More informationCHARACTERIZATION OF END-TO-END DELAYS IN HEAD-MOUNTED DISPLAY SYSTEMS
CHARACTERIZATION OF END-TO-END S IN HEAD-MOUNTED DISPLAY SYSTEMS Mark R. Mine University of North Carolina at Chapel Hill 3/23/93 1. 0 INTRODUCTION This technical report presents the results of measurements
More informationUWE has obtained warranties from all depositors as to their title in the material deposited and as to their right to deposit such material.
Nash, C. (2016) Manhattan: Serious games for serious music. In: Music, Education and Technology (MET) 2016, London, UK, 14-15 March 2016. London, UK: Sempre Available from: http://eprints.uwe.ac.uk/28794
More informationPitch Perception. Roger Shepard
Pitch Perception Roger Shepard Pitch Perception Ecological signals are complex not simple sine tones and not always periodic. Just noticeable difference (Fechner) JND, is the minimal physical change detectable
More informationFigure 1: Media Contents- Dandelights (The convergence of nature and technology) creative design in a wide range of art forms, but the image quality h
Received January 21, 2017; Accepted January 21, 2017 Lee, Joon Seo Sungkyunkwan University mildjoon@skku.edu Sul, Sang Hun Sungkyunkwan University sanghunsul@skku.edu Media Façade and the design identity
More informationPart 1: Introduction to Computer Graphics
Part 1: Introduction to Computer Graphics 1. Define computer graphics? The branch of science and technology concerned with methods and techniques for converting data to or from visual presentation using
More informationThe MAMI Query-By-Voice Experiment Collecting and annotating vocal queries for music information retrieval
The MAMI Query-By-Voice Experiment Collecting and annotating vocal queries for music information retrieval IPEM, Dept. of musicology, Ghent University, Belgium Outline About the MAMI project Aim of the
More informationARCH 121 INTRODUCTION TO ARCHITECTURE I WEEK
ARCH 121 INTRODUCTION TO ARCHITECTURE I WEEK 3: Form: Perceptual Laws of Visual Organization (Gestalt Theory) and Compositional Principles (Part 1) From: Roth, L., Understanding Architecture: Its Elements,
More informationthe arrival of the beebox : an Exploration of Spatial Text Aya Natalia Karpinska
the arrival of the beebox : an Exploration of Spatial Text Aya Natalia Karpinska Submitted to the Interactive Telecommunications Program in partial fulfillment of the requirements for the degree of Master
More informationDAY 1. Intelligent Audio Systems: A review of the foundations and applications of semantic audio analysis and music information retrieval
DAY 1 Intelligent Audio Systems: A review of the foundations and applications of semantic audio analysis and music information retrieval Jay LeBoeuf Imagine Research jay{at}imagine-research.com Rebecca
More informationAn Efficient Multi-Target SAR ATR Algorithm
An Efficient Multi-Target SAR ATR Algorithm L.M. Novak, G.J. Owirka, and W.S. Brower MIT Lincoln Laboratory Abstract MIT Lincoln Laboratory has developed the ATR (automatic target recognition) system for
More informationTaxonomy Displays Bridging UX & Taxonomy Design. Content Strategy Seattle Meetup April 28, 2015 Heather Hedden
Taxonomy Displays Bridging UX & Taxonomy Design Content Strategy Seattle Meetup April 28, 2015 Heather Hedden About Heather Hedden Senior Vocabulary Editor, Cengage Learning Taxonomy Consultant Continuing
More informationThe Definition of 'db' and 'dbm'
P a g e 1 Handout 1 EE442 Spring Semester The Definition of 'db' and 'dbm' A decibel (db) in electrical engineering is defined as 10 times the base-10 logarithm of a ratio between two power levels; e.g.,
More informationAre there opposite pupil responses to different aspects of processing fluency?
Are there opposite pupil responses to different aspects of processing fluency? Sophie G. Elschner & Ronald Hübner 60 th TeaP, Marburg, March 12 th 2018 Types of Processing Fluency Processing Fluency The
More informationQuantifying the Benefits of Using an Interactive Decision Support Tool for Creating Musical Accompaniment in a Particular Style
Quantifying the Benefits of Using an Interactive Decision Support Tool for Creating Musical Accompaniment in a Particular Style Ching-Hua Chuan University of North Florida School of Computing Jacksonville,
More information-1GUIDE FOR THE PRACTICAL USE OF NUBES
-1GUIDE FOR THE PRACTICAL USE OF NUBES 1. 2. 3. 4. 5. 6. 7. Grib visualisation. Use of the scatter plots Extreme enhancement for imagery Display of AVHRR Transects Programming products IASI profiles 1.
More informationE X P E R I M E N T 1
E X P E R I M E N T 1 Getting to Know Data Studio Produced by the Physics Staff at Collin College Copyright Collin College Physics Department. All Rights Reserved. University Physics, Exp 1: Getting to
More informationThe BAT WAVE ANALYZER project
The BAT WAVE ANALYZER project Conditions of Use The Bat Wave Analyzer program is free for personal use and can be redistributed provided it is not changed in any way, and no fee is requested. The Bat Wave
More informationOPTIMAL TELEVISION SCANNING FORMAT FOR CRT-DISPLAYS
OPTIMAL TELEVISION SCANNING FORMAT FOR CRT-DISPLAYS Erwin B. Bellers, Ingrid E.J. Heynderickxy, Gerard de Haany, and Inge de Weerdy Philips Research Laboratories, Briarcliff Manor, USA yphilips Research
More informationThe relationship between properties of music and elicited emotions
The relationship between properties of music and elicited emotions Agnieszka Mensfelt Institute of Computing Science Poznan University of Technology, Poland December 5, 2017 1 / 19 Outline 1 Music and
More informationAPPLICATIONS OF DIGITAL IMAGE ENHANCEMENT TECHNIQUES FOR IMPROVED
APPLICATIONS OF DIGITAL IMAGE ENHANCEMENT TECHNIQUES FOR IMPROVED ULTRASONIC IMAGING OF DEFECTS IN COMPOSITE MATERIALS Brian G. Frock and Richard W. Martin University of Dayton Research Institute Dayton,
More informationVISUAL CONTENT BASED SEGMENTATION OF TALK & GAME SHOWS. O. Javed, S. Khan, Z. Rasheed, M.Shah. {ojaved, khan, zrasheed,
VISUAL CONTENT BASED SEGMENTATION OF TALK & GAME SHOWS O. Javed, S. Khan, Z. Rasheed, M.Shah {ojaved, khan, zrasheed, shah}@cs.ucf.edu Computer Vision Lab School of Electrical Engineering and Computer
More informationCompressed-Sensing-Enabled Video Streaming for Wireless Multimedia Sensor Networks Abstract:
Compressed-Sensing-Enabled Video Streaming for Wireless Multimedia Sensor Networks Abstract: This article1 presents the design of a networked system for joint compression, rate control and error correction
More information1. Introduction. 1.1 Graphics Areas. Modeling: building specification of shape and appearance properties that can be stored in computer
1. Introduction 1.1 Graphics Areas Modeling: building specification of shape and appearance properties that can be stored in computer Rendering: creation of shaded images from 3D computer models 2 Animation:
More informationACT-R ACT-R. Core Components of the Architecture. Core Commitments of the Theory. Chunks. Modules
ACT-R & A 1000 Flowers ACT-R Adaptive Control of Thought Rational Theory of cognition today Cognitive architecture Programming Environment 2 Core Commitments of the Theory Modularity (and what the modules
More informationTYING SEMANTIC LABELS TO COMPUTATIONAL DESCRIPTORS OF SIMILAR TIMBRES
TYING SEMANTIC LABELS TO COMPUTATIONAL DESCRIPTORS OF SIMILAR TIMBRES Rosemary A. Fitzgerald Department of Music Lancaster University, Lancaster, LA1 4YW, UK r.a.fitzgerald@lancaster.ac.uk ABSTRACT This
More informationMusic Performance Panel: NICI / MMM Position Statement
Music Performance Panel: NICI / MMM Position Statement Peter Desain, Henkjan Honing and Renee Timmers Music, Mind, Machine Group NICI, University of Nijmegen mmm@nici.kun.nl, www.nici.kun.nl/mmm In this
More informationInverse Filtering by Signal Reconstruction from Phase. Megan M. Fuller
Inverse Filtering by Signal Reconstruction from Phase by Megan M. Fuller B.S. Electrical Engineering Brigham Young University, 2012 Submitted to the Department of Electrical Engineering and Computer Science
More informationIndexing local features. Wed March 30 Prof. Kristen Grauman UT-Austin
Indexing local features Wed March 30 Prof. Kristen Grauman UT-Austin Matching local features Kristen Grauman Matching local features? Image 1 Image 2 To generate candidate matches, find patches that have
More informationHistorical/Biographical
Historical/Biographical Biographical avoid/what it is not Research into the details of A deep understanding of the events Do not confuse a report the author s life and works and experiences of an author
More informationAn ecological approach to multimodal subjective music similarity perception
An ecological approach to multimodal subjective music similarity perception Stephan Baumann German Research Center for AI, Germany www.dfki.uni-kl.de/~baumann John Halloran Interact Lab, Department of
More informationCS229 Project Report Polyphonic Piano Transcription
CS229 Project Report Polyphonic Piano Transcription Mohammad Sadegh Ebrahimi Stanford University Jean-Baptiste Boin Stanford University sadegh@stanford.edu jbboin@stanford.edu 1. Introduction In this project
More informationSecurity of the Internet of Things
Danish Internet Day Security of the Internet of Things Mitigating infections spread through immunisation techniques Farell FOLLY, Ph.D Researcher folly.farell@unibw.de Copenhague, October 1st.!1 Agenda
More informationHow Mathematics and Art Are Interconnected. Liz Sweetwood. October 24th, 2016
How Mathematics and Art Are Interconnected Liz Sweetwood October 24th, 2016 2 Throughout time, Art has been an outlet for a creator to openly express themselves and the way they see the world around them.
More informationECE Real Time Embedded Systems Final Project. Speeding Detecting System
ECE 7220 Real Time Embedded Systems Final Project Speeding Detecting System By Hancheng Wu Abstract Speeding is one of the most common reasons that lead to traffic accidents. This project implements a
More informationVisual Arts Prekindergarten
VISUAL ARTS Prekindergarten 1.0 ARTISTIC PERCEPTION Processing, Analyzing, and Responding to Sensory Information Through the Language and Skills Unique to the Visual Arts Students perceive and respond
More information