Open Access Journal

ISSN : 2394 - 6849 (Online)

International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)

Monthly Journal for Electronics and Communication Engineering

Open Access Journal

International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)

Monthly Journal for Electronics and Communication Engineering

ISSN : 2394-6849 (Online)

Recognition of Objects in Scenes Containing Multiple Objects Using Matching Technique

Author : Dakshayani N 1 Dr. D.J. Ravi 2

Date of Publication :7th May 2016

Abstract: Recognition of objects in a scene containing multiple objects is a primary challenge that has only in recent times been broadly undertaken by computer vision systems. This paper proposes a new technique how to identify a particular object in jumbled scenes, given a reference image of the object. This paper represents an algorithm for recognizing a particular object based on finding feature points correspondences between the reference and the target image. It can detect objects in spite of a scale change or orientation. It is also robust to small amount of occlusion.

Reference :

  1. [1] A. R. Ahmadyfard and J. Kittler, “A multiple classifier system approach to affine invariant object recognition,” in Computer Vision Systems, Springer, 2003, pp. 438–447.

    [2] D. G. Lowe, “Object recognition from local scaleinvariant features,” in Computer vision, 1999. The proceedings of the seventh IEEE international conference on, 1999, vol. 2, pp. 1150–1157.

    [3] D. L. Waltz, “Generating semantic description from drawings of scenes with shadows,” 1972.

    [4] S. U. R. F. (SURF),“Herbet bay, andreas ess, tinne tuytelaars, luc van gool”, Elsevier preprint, 2008.

    [5] University of Koblenz-Landau, Tech. Rep., 2009.

    [6]Jacob Toft Pedersen,"Study group SURF: Feature detection & description".


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