Face Detection by Fusion of Infrared and Visible Imagery

Authors

  • Punam Kunjekar  B.E. Scholar, Information Technology, RTMNU,DMIETR, Wardha, Maharashtra, India
  • Pallavi Kande  B.E. Scholar, Information Technology, RTMNU,DMIETR, Wardha, Maharashtra, India
  • Pranay Masurkar  B.E. Scholar, Information Technology, RTMNU,DMIETR, Wardha, Maharashtra, India
  • Apurva Dangre  B.E. Scholar, Information Technology, RTMNU,DMIETR, Wardha, Maharashtra, India

Keywords:

Face Detection, Infrared Image, Visible Image

Abstract

This paper presents an approach of fusing the information provided by visible image with that of infrared image. However due to the limitations of hardware devices and applications in environment we are completely working on software basis. This fusion process is challenging which include object detection, extraction of features from image for that we need of different thresholding techniques. We are deciding the feature of image by extracting accurate parameters of pixels of image. Then we are training the dataset according to the features of image whether the feature is of male or female. For the training purpose we are using Carl Database.

References

  1. Gorge Bebis, Aglika Gyaourova, Saurabh Singh, Ioannis Pavlidis, ”Face Recognition by Fusion Thermal Infrared and Visible Imagery”, Image and Vision Computing 24 Journal ,Issue 23 January 2006.
  2. Dat Tien Nguyen and Kang Ryoung Park ,“Body-Based Gender Recognition Using Images from Visible and Thermal Cameras”, Sensor Journal, Issue 27 January 2016
  3. Jiayi Ma, Yong Ma “Infrared and visible image fusion methods and applications: A survey “, SPIE journal , Issue 9 June 2016
  4. Faysal Boughorbel, Yue Zheng, Besma R. Abidi, Andreas Koschan, Mingzhong Yi, and Mongi A. Abidi, “Multiscale Fusion Of Visible And Thermal IR Images For Illumination –Invariant Face Recognition”, International Journal of Computer Vision, Issue December 12, 2005
  5. R. Sumalatha, S. Sujana, R.Varaprasada Rao “Fusion of Visible and Infrared Image Features for Face Recognition”, International Journal of Engineering and Advanced Technology (IJEAT), Volume-8 Issue-5, Issue June 2019
  6. Aleha Masood1, Muhammad Sharif, Mussarat Yasmin1, Muhammad Alyas Shahid1, and Amjad Rehman, “Image Fusion Methods: A Survey”, Engineering Science and Technology Review 10(6) Journal, Issue 13 May 2017.
  7. Hari Om Shankar Mishra, Smriti Bhatnagar,“Survey on Different Image Fusion Techniques”, International Journal of Scientific & Engineering Research, Volume 5, February-2014
  8. Volume: 02 Issue: 03 | June-2015 Shalimar ,Dr.Rajinder Virk Student, “REVIEW OF IMAGE FUSION TECHNIQUES” Department of Computer Science and Engineering, GNDU Amritsar, Punjab, India 2 Associate Professor, Department of Computer Science and Engineering, GNDU Amritsar, Punjab, India
  9. Saleha Masood , Muhammad Sharif, Mussarat Yasmin ,Muhammad Alyas Shahid, and Amjad Rehman “Image Fusion Methods: A Survey “Department of Computer Science, Comsats Institute of Information technology Wah Cantt MIS Department CBA Salman bin Abdulaziz University Alkharj KSA Received 17 October 2016; Accepted 13 May 2017
  10. Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, and Dacheng Tao, “Sparse Representation based Multi-sensor Image Fusion: A Review”, Manuscript xxx journal in 2017
  11. Kingpin He, Dongming Zhou, Xuejie Zhang, and Rencan Nie, “Infrared and Visible Image Fusion Combining Interesting Region Detection and Non subsample Contour let Transform”, journal of Sensors, Issue 5 April 2018.
  12. Qinglei Du, Han Xu1, Yong Ma1, Jun Huang1and Fan, “Fusing Infrared and Visible Images of Different Resolutions via Total Variation Model” sensor Journal ,Issue 8 November 2018
  13. Apurva Sharma1, Anil Saroliya2, “A Brief Review of Different Image Fusion Algorithm”, International Journal of Science and Research (IJSR), Volume 4 Issue 6, June 2015.

International Journal of Scientific Research in Science and Technology

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Published

2020-03-21

Issue

Volume 5, Issue 7, March-April-2020

Section

Research Articles

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Punam Kunjekar, Pallavi Kande, Pranay Masurkar, Apurva Dangre "Face Detection by Fusion of Infrared and Visible Imagery" International Journal of Scientific Research in Science and Technology(IJSRST), Online ISSN : 2395-602X, Print ISSN : 2395-6011,Volume 5, Issue 7, pp.246-248, March-April-2020.