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Attention Tracking Tool
October 3, 2011
Milestone One Task MatrixTASK COMPLETI
ONDARYLE ABDULLAH
REQUIREMENTS DOC 100% Wrote 100% Reviewed 100%LEARN OPENCV & EMGUCV
100% Learned 100% Learned 100%
RESEARCH EMOTION DETECTION
65% Researched 65% Researched 0%
TEST PLAN 100% Reviewed 100% Wrote 100%DESIGN DOC 100% Wrote 100% Reviewed 100%
Requirements Document
• Now available to view on Project Website!• Description of AT2’s features and behaviors• Software & Libraries– Visual Studio 2010– OpenCV 2.3– EmguCV 2.2.1– Microsoft .NET Framework 4.0
Learning OpenCV & EmguCV
• Purchased PDF from O’Reilly• Looked at online tutorials• AT2 now on SVN http://attentiontrackingtool.googlecode.com/svn/trunk/ Face detection implemented GUI created Video record in Progress
Emotion Detection Research• Strategy
1. Detect faces in group2. Track faces on screen3. Detect features of face for emotion4. Measure changes in head position and features5. Use measurements to determine emotion
• Machine Learning– OpenCV Support for Machine Learning– AdaBoost, SVM, MLP, Naïve Beyes, Binary Trees
Test Plan
• Available to view on Project Website! • Test software for every possible situation we might
encounter– Attention Metrics– Presentation Record– Facial Expression
• Tests on Live Subjects Approved by IRB!– Test application in actual classroom environment
Auto Camera Tracking System
• Olin Engineering Auditorium– 2 camera– Lanyard
• Our software– 1 camera– API
Design Document
• Available to view on Project Website!• Architecture of System and Software Modules.
Architectural Design
UML Diagram
Next Milestone
TASK DARYLE ABDULLAH
IMPLEMENT/TEST FACE TRACKING Write 100% Reviewed 100%
IMPLEMENT/TEST HEAD POSE DETECTION
Write 100% Write 0%
AUTOTRACKING CAMERA INTERFACE Write 25% Write 75%
IMPLEMENT/TEST PRESENTATION RECORD
Write 0% Write 100%
IMPLEMENT/TEST ATTENTION DETECTION
Write 50% Write 50%
Questions