Comparison Between Viola-Jones and KLT Algorithms and Error Correction of Viola-Jones algorithm

  • Mohammad Ashraful Islam awlana Bhashani Science &Technology University, Bangladesh
  • Md. Anin Naeem Mawlana Bhashani Science &Technology University, Bangladesh
  • Md. Nazmul Hasan Mawlana Bhashani Science &Technology University, Bangladesh
DOI: https://doi.org/10.53555/cse.v3i5.499
Keywords: Face Detection, Viola-Jones algorithm, KLT algorithm, Error Correction, Individual detection

Abstract

Face detection is the first step of automated face recognition process in all
pattern matching or artificial intelligence or robotic vision system. There are many face
detection algorithms and they have their own strengths and limitations in terms of speed and
accuracy in different situations. Viola-Jones and KLT are two well known algorithms used for
real time face detection and they work differently. Viola-Jones algorithm is much faster even
though it is proved to be erroneous in some specific circumstances. KLT is basically used for
tracking by points feature in frames. In this paper, we have given an overview of these two
algorithms and made comparative analysis amongst them. Later we have proposed a method
that improves the accuracy of Viola-Jones algorithm by removing/minimizing false detection.

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Author Biographies

Mohammad Ashraful Islam, awlana Bhashani Science &Technology University, Bangladesh

Lecturer, Department of Computer Science and Engineering, Mawlana Bhashani Science &Technology University, Bangladesh

Md. Anin Naeem, Mawlana Bhashani Science &Technology University, Bangladesh

Student, Department of Computer Science and Engineering, Mawlana Bhashani Science &Technology University, Bangladesh

Md. Nazmul Hasan, Mawlana Bhashani Science &Technology University, Bangladesh

Student, Department of Computer Science and Engineering, Mawlana Bhashani Science &Technology University, Bangladesh

Published
2017-05-31
How to Cite
Islam, M. A., Naeem, M. A., & Hasan, M. N. (2017). Comparison Between Viola-Jones and KLT Algorithms and Error Correction of Viola-Jones algorithm. IJRDO -Journal of Computer Science Engineering, 3(5), 25-34. https://doi.org/10.53555/cse.v3i5.499
Issue
Vol. 3 No. 5 (2017): IJRDO - Journal of Computer Science Engineering
Section
Articles

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