Real Time Tracking of Facial Features

Download Real Time Tracking of Facial Features

Post on 03-Apr-2018

214 views

Category:

Documents

0 download

Embed Size (px)

TRANSCRIPT

  • 7/28/2019 Real Time Tracking of Facial Features

    1/18

    REAL TIME TRACKING OF FACIAL

    FEATURESbyABHISHEK KUMAR(REG. NO. 200912004)

    ASEEM SINHA - (REG. NO. 200912018)

    PRAVEEN KUMAR - (REG. NO. 200912071)

    Under the Guidance of-

    MRS. AMRITA BISWASAssociate Professor

    EC Department

    SMIT

    Department of Electronics and Communication

    Sikkim Manipal Institute of Technology

    Majitar,Rangpo,East Sikkim-737136

  • 7/28/2019 Real Time Tracking of Facial Features

    2/18

    CONTENTS

    Objective

    Motivation

    Difficulties

    Introduction

    Implementation

    Results

    Applications

    Limitations Conclusion

    Future scope

  • 7/28/2019 Real Time Tracking of Facial Features

    3/18

    OBJECTIVE

    Detection of multiple faces from a still image.

    Creating a mask in order to fit on the face.

    Detection and features tracking of single facefrom video.

    Detection and features tracking of multiple

    faces from video.

  • 7/28/2019 Real Time Tracking of Facial Features

    4/18

    MOTIVATION

    The wide range of commercial and law

    enforcement applications.

    The availability of feasible technologies for

    research and projects.

    Current systems are still far away from the

    capability to cope up with real time

    applications.

  • 7/28/2019 Real Time Tracking of Facial Features

    5/18

    DIFFICULTIES

    Face Variation

    Face position

    Wearing glasses Low resolution images

  • 7/28/2019 Real Time Tracking of Facial Features

    6/18

    INTRODUCTION

    Face detection

    It is the task of localizing faces in an input

    image, is a fundamental part of any faceprocessing system. The extracted faces can

    then be used for initializing face tracking or

    automatic face recognition.

  • 7/28/2019 Real Time Tracking of Facial Features

    7/18

    Face feature tracking

    It is the process of locating a moving face or

    several of them over a period of time and thenlocating facial features like eyes, nose and

    mouth.

  • 7/28/2019 Real Time Tracking of Facial Features

    8/18

    IMPLEMENTATION

  • 7/28/2019 Real Time Tracking of Facial Features

    9/18

    CONTD

  • 7/28/2019 Real Time Tracking of Facial Features

    10/18

    RESULTS

    Actual image Processed image

  • 7/28/2019 Real Time Tracking of Facial Features

    11/18

    RESULTS CONTD

    Actual video frame Processed video frame

  • 7/28/2019 Real Time Tracking of Facial Features

    12/18

    RESULTS CONTD

    Actual video frame Processed video frame

  • 7/28/2019 Real Time Tracking of Facial Features

    13/18

    APPLICATIONS

    Access control

    Identification systems

    Biometrics Video surveillance

    Human computer interface

  • 7/28/2019 Real Time Tracking of Facial Features

    14/18

    LIMITATIONS

    Due to bad lighting condition, tracking is

    sometimes not possible.

    Due to partially covered faces, tracking is not

    possible.

    Fully rotated faces are not possible to track.

  • 7/28/2019 Real Time Tracking of Facial Features

    15/18

    CONCLUSION

    We proposed a modified method for

    automatic fitting of a deformable face mask to

    a previous unseen face.

    By making mask we are able to fit this mask to

    different input images and video.

    The face model is built with the high and low

    image resolution.

    Successful implementation on multiple faces.

  • 7/28/2019 Real Time Tracking of Facial Features

    16/18

    FUTURE SCOPE

    Work can be done to link the project with

    database for security purposes.

    Further processing can be done for rotated

    faces.

    Further processing can be done for blurred

    images and videos.

  • 7/28/2019 Real Time Tracking of Facial Features

    17/18

    REFERENCES

    P. Viola and M. Jones, Rapid Object Detection using a

    Boosted Cascade of Simple Features, vol. 2, pp. 240-249,

    2003.

    J.G. Wang and E . Sung, Frontal view detection and facial

    features extraction using color and morphological operations,

    Pattern recognition letters, vol. 20, pp. 1053-1068, oct . 1999.

    W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld, Face

    recognition: A literature survey, ACM Computing Surveys,

    vol. 35, no. 4, pp. 399458, 2003.

    Digital Image Processing Using MATLAB by Gonzalez,

    Woods & Eddins, Prentice, pp.25-29.

  • 7/28/2019 Real Time Tracking of Facial Features

    18/18

    THANK YOU!