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A Review on Effect of Segmentation and Feature Selection in the Object Detection

Author(s):

Preeti Sinha , Rungta College of Engineering & Technology Bhilai, Chhattisgarh; Toran Verma, Rungta College of Engineering & Technology Bhilai, Chhattisgarh

Keywords:

Object detection, Segmentation, Classification

Abstract

Object Detection and segmentation are the fundamental task in vision and very much interacted with each other. The effect of image segmentation as pre-processing for object recognition is not well understood. One factor hindering the utility of segmentation for recognition is the unsatisfactory quality of image segmentation algorithms. In this work we review different segmentation approaches in the object recognition task and tries to find out best approach. We extend the review to feature selection for the object detection.

Other Details

Paper ID: IJSRDV2I12307
Published in: Volume : 2, Issue : 12
Publication Date: 01/03/2015
Page(s): 838-841

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