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Robust Face-Name Graph Matching for Movie Character Identify.

Platform : Image Processing

IEEE Projects Years : 2012

Robust Face-Name Graph Matching for Movie Character Identify.

Abstract
Automatic face identification of characters in movies has drawn
significant research interests and led to many interesting applications. It
is a challenging problem due to the huge variation in the appearance of
each character. Although existing methods demonstrate promising
results in clean environment, the performances are limited in complex
movie scenes due to the noises generated during the face tracking and
face clustering process. In this paper we present two schemes of global
face-name matching based framework for robust character identification.
The contributions of this work include: Complex character changes are
handled by simultaneously graph partition and graph matching. Beyond
existing character identification approaches, we further perform an indepth
sensitivity analysis by introducing two types of simulated noises.
The proposed schemes demonstrate state-of-the-art performance on
movie character identification in various genres of movies.
Architecture Diagram
Capture Image
FaceDetection/
Location/ Tracking
Face Alignment
Feature Extraction
I/O And / Or
Application Control
Feature Matching
I/O And / Or
Application Control
Existing System
In this project is used to detect the face of movie characters and
recognize the characters and the existing system are taking the too much
time to detect the face. But this one we can do it in a minute process.
Disadvantages:
ï‚· In the previous process the time taken for detecting face is
too long in windows processed.
Proposed System
In this Robust Face-Name Graph Matching for Movie Character
Identification is used to detect the face of movie characters and the
Proposed system is taking the minimum time to detect the face. In this
one we can do it in a minute process.
Advantages:
ï‚· In the proposed process the time taken for detecting face in
minimum (min) time only in windows processed.
Modules
1. Design & Explain with Login
2. Detection
3. Recognition
1. Login
In this module is going to explain the Robust Face-Name Graph Matching
for Movie Character Identification designing and how we did the face detection
and recognition in this project. The images will explain about the facial fetching
details. After that admin going to login with the details which needed for the
login page.
2. Detection
In this module we are going to detect the face of the movie characters. In
this module we are using the emgu cv library we must install the emgu cv
library. After installing the emgu cv lib in our project we need to add reference
with the name emgu.cv, emgu.cv.util, emgu.cv.ui. When you will complete the
references you will get the emgu controls in the toolbox.
3. Recognition
In this module we are going to recognize the face of the movie characters
which is we previously stored on the face database. We just found that the give
the real name of it. This is going to be done here. Here we are using the With
the help of these eigenObjectRecognizer we are going to recognize the face.
HARDWARE & SOFTWARE REQUIREMENTS:
HARDWARE REQUIREMENTS:
ï‚· System : Pentium IV 2.4 GHz.
ï‚· Hard Disk : 40 GB.
ï‚· Floppy Drive : 1.44 Mb.
ï‚· Monitor : 15 VGA Color.
ï‚· Mouse : Logitech.
ï‚· Ram : 512 MB.
SOFTWARE REQUIREMENTS:
ï‚· Operating system : Windows XP Professional.
ï‚· Coding Language : C#.NET


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