Analyzing methods of recognition, classification and development of a software system

Askar Boranbayev, Seilkhan Boranbayev, Assel Nurusheva

Research output: Contribution to journalArticlepeer-review

8 Citations (Scopus)

Abstract

The solution of the face detection problem and image classification has important practical significance and research interest. For the successful operation of face detection systems and image classification algorithms are needed to ensure high speed and accuracy of detection. In systems of automatic face recognition and image classification, an important and complex task is to localize them, due to variations in scale, posture, dimming, lighting, facial expressions and background reflections. Despite the existing methods of solving this problem, the task of improving localization remains extremely urgent. The article explores and analyses modern methods of face detection and image classification. A face recognition software system has been developed.

Original languageEnglish
Pages (from-to)690-702
Number of pages13
JournalAdvances in Intelligent Systems and Computing
Volume869
DOIs
Publication statusPublished - Jan 1 2018

Keywords

  • Algorithm
  • Classification
  • Detection
  • Localization
  • Method
  • Model
  • Neural network

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

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