Conference Paper2004

An algorithm to find area and area based feature of image objects and its application in image matching

M Ashraful Amin, Nitin V Afzulpurkar, Shamim Akhter

Third International Conference on Image and Graphics (ICIG'04)

IEEE, pp. 540–543

DOI: 10.1109/icig.2004.32URL

Abstract

One of the important issues in image feature is the area of objects in the image. In this paper we propose an area finding algorithm to measure the area of an image object. This method finds the area by polygonal approximation of image objects. A sequential fine-tuning of this polygon is used to estimate the actual area from polygon area. This area modification sequence is used as a topological description of an image object and used as feature in image matching.

Keywords

  • polygonal approximation
  • image matching
  • topological characterization
  • image feature extraction

CCDS Authors

Prof. M Ashraful Amin, PhD
M Ashraful Amin, PhD

Prof. M Ashraful Amin, PhD

  • Founder Director, CCDS
  • Director, AI/ML, HCI & DS Wings

Professor

+1 more affiliation

Department of Information Sciences and Technology

George Mason University, USA

Published at

ACL, CHI, UbiComp, ECAI, WACV, PAKDD, IJCNN, ICPR, ICIP, HCII, CLEF, BLP, Scientific Reports, JMIR, IEEE Access, Smart Agricultural Technology, Frontiers in Computational Neuroscience, Diabetes Research and Clinical Practice, PLOS ONE

Research Interests

Machine Learning, Cognitive & Vision Science, Cybernetics, Surveillance & Security, ICT in Education, Health, & Agriculture, Human-Computer Interaction, Internet of Things, Robotics

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