Object recognition using pattern analysis

  • Authors:

  • Nauman Iftikhar;Saba Iqbal;Naveed Sarfraz Khattak

  • Affiliations:

  • Military College of Signals, National University of Sciences and Technology Rawalpindi, Rawalpindi Cantt, Pakistan;Military College of Signals, National University of Sciences and Technology Rawalpindi, Rawalpindi Cantt, Pakistan;Military College of Signals, National University of Sciences and Technology Rawalpindi, Rawalpindi Cantt, Pakistan

  • Venue:
  • ROCOM'07 Proceedings of the 7th WSEAS International Conference on Robotics, Control & Manufacturing Technology
  • Year:
  • 2007

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Abstract

The proposed research work describes an object recognition system based on Human perception, which is achieved through features (component) extraction and pattern analysis. Both strategies are applied on each subpart. Feature extraction is done through contouring and pattern analysis is achieved through making statistical bins for each pattern of subparts of vehicle. Each bin contains generic and specific measures and every measure posses some weight that contributes in analyzing each bin for making the decision about similarity or dissimilarity.