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Image Enhancement Based on Local Histogram Specification

로컬 히스토그램 명세화에 기반한 화질 개선

  • Received : 2012.10.28
  • Accepted : 2013.02.13
  • Published : 2013.02.25

Abstract

In this paper we propose an image enhancement technique based on histogram specification method over local overlapping regions referred as Local Histogram Specification. First, both reference and original images are splitted into local regions that each overlaps half of its adjacent regions and general histogram specification method is used between corresponding local regions of reference and original image. However it produces noticeable boundary effects. Linear weighted image blending method is used to reduce this effect in order to make seamless image and we also proposed new technique dealing with over-enhanced contrast areas. We satisfied with our experimental results that showed better enhancement accuracy and less noise amplifications compared to other well-known image enhancement methods. We conclude that the proposed method is well suited for motion detection systems as a responsible part to overcome sudden illumination changes.

Keywords

References

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Cited by

  1. An Adaptive Histogram Equalization Based Local Technique for Contrast Preserving Image Enhancement vol.15, pp.1, 2015, https://doi.org/10.5391/IJFIS.2015.15.1.35