Music Recommendation Engine Based on Facial Expressions

Published on June 2016 | Categories: Types, Presentations | Downloads: 44 | Comments: 0 | Views: 237
of 9
Download PDF   Embed   Report

Music Recommendation Engine Based on Facial Expressions

Comments

Content

1

Introduction
The music you would like highly depends on
the persons mood. Thus we are trying to build
a project that recommends music based upon
the mood of the person by making use of the
facial expressions.

2

Problem Statement
The system should recognize different
expressions of people.
Based on the expressions predicted, the
system should recommend different music
suggestions to that user.
The application should recommend songs so
that user can play as per his own choice.

3

Proposed System /
Project Flow
Capture
photo

Process &
Display
Recommendatio
ns

Detect &
Crop Face

Convert to
standardize
d format

Predict
Expression

Compare it
with
existing
images

4

Approach…
Create/obtain an image database.
Train the classifier for predicting Expressions
Create/obtain metadata for recommendations.
Train the classifier for processing
recommendations
Test the system in real time

5

Use case Diagram

6

Activity Diagram

7

References
[1] Expression-Invariant Face Recognition with
Expression Classification
Xiaoxing Li, Greg Mori and Hao Zhang
School of Computing Science
Simon Fraser University, Burnaby, BC, V5A 1S6 Canada

8

[2] Component-based Recognition of Faces
and Facial Expressions
Sima Taheri, Student Member, IEEE, Vishal M.
Patel, Member, IEEE, and Rama Chellappa,
Fellow, IEEE

9

Thank You

Sponsor Documents

Or use your account on DocShare.tips

Hide

Forgot your password?

Or register your new account on DocShare.tips

Hide

Lost your password? Please enter your email address. You will receive a link to create a new password.

Back to log-in

Close