Emotion Recognition Using Kinect

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    A Project Proposal Report

    On

    DETECTION OF THE SELECTED, BASIC EMOTIONSBASED ON FACE EXPRESSION USING KINECT

    Submitted by

    Amarender Reddy (13I T01F) Ashok Kumar J (13I T12F)

    Sundeep Vi lasagarapu (13IT25F )

    I n partial fu lf il lment for the award of the degree

    Of

    Master of Technology

    In

    Information Technology

    Under the guidance of

    Prof G.R.M Reddy

    Department Of Information Technology

    National Institute Of Technology Karnataka, Surathkal.

    2013-2014

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    CERTIFICATE

    This is to certify that the project entitled Detection of the selected, basic emotions based

    on face expression using Kinect is a bonafide work carried out as part of the course

    Multimedia systems, under my guidance by Amarender Reddy, Ashok Kumar J, Sundeep

    Vilasagarapu M.Tech (Fulltime) students at the Department of Information Technology,

    National Institute of Technology Karnataka, Surathkal, during the academic semester II , in

    partial fulfillment of the requirements for the award of the degree of Master of Technology in

    Information Technology, at NITK Surathkal.

    Place: Signature of the Faculty

    Date:

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    DECLARATION

    I hereby declare that the project entitled Detection of the selected, basic emotions based

    on face expression using Kinect submitted as part of the partial course requirements for the

    course Multimedia systems for the award of the degree of Master of Technology in Information

    Technology at NITK Surathkal has been carried out by me. The project has not formed the

    basis for the award of any degree, fellowship or any other similar titles elsewhere.

    Further, I agree that I will not share, re-submit or publish the code, idea, framework

    and/or any publication that may arise out of this work elsewhere for academic or profit purposes

    without first obtaining due permission through written consent from the project guide.

    Signature of the Student:

    Place: Surathkal

    Date:

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    ABSTRACT

    Automation of reading emotion from facial expression is a milestone of communication

    between human and computer. This paper presents an application and way which allows to

    recognize four (anger, happiness, sadness and surprise) from six basic emotions defined by

    Paul Ek man. Application Emotion Detector use very simple method to recognize it. Thanks

    to data provided by Kinect, algorithms like k nearest neighbors & SVM can classify user

    emotion in real time .

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    TABLE OF CONTENTS

    1. INTRODUCTION .......................................................................................................1

    2. LITERATURE SURVEY.............................................................................................3

    3. METHODOLOGY........................................................................................................6

    4. WORKDONE AND RESULTS..................................................................................10

    5. CONCLUSION AND FUTURE WORK.. ...............................................................12

    6. REFERENCES.............................................................................................................13

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    LIST OF FIGURES

    2.2.1 Showing Kinect construction .3

    3.1 Position of Action units on human face .4

    4.1 Classification using KNN..8

    4.2 Classification using SVM..8

    4.3 Compassion of results using SVM vs KNN.. 9

    LIST OF TABLES

    2.2.1 Description of video streams provided by Kinect.3

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