Half-unit weighted bilinear algorithm for image contrast enhancement in capsule endoscopy

Olivier Rukundo

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

6 Citations (Scopus)

Abstract

This paper proposes a novel enhancement method based exclusively on the bilinear interpolation algorithm for capsule endoscopy images. The proposed method does not convert the original RBG image components to HSV or any other color space or model; instead, it processes directly RGB components. In each component, a group of four adjacent pixels and half-unit weight in the bilinear weighting function are used to calculate the average pixel value, identical for each pixel in that particular group. After calculations, groups of identical pixels are overlapped successively in horizontal and vertical directions to achieve a preliminary-enhanced image. The final-enhanced image is achieved by halving the sum of the original and preliminary-enhanced image pixels. Quantitative and qualitative experiments were conducted focusing on pairwise comparisons between original and enhanced images. Final-enhanced images have generally the best diagnostic quality and gave more details about the visibility of vessels and structures in capsule endoscopy images.
Original languageEnglish
Title of host publicationNinth International Conference on Graphic and Image Processing, ICGIP 2017
EditorsHui Yu, Junyu Dong
Volume10615
Publication date1 Jan 2018
Article number106152Q
ISBN (Electronic)9781510617414
DOIs
Publication statusPublished - 1 Jan 2018
Externally publishedYes
EventNinth International Conference on Graphic and Image Processing - Qingdao, China
Duration: 14 Oct 201716 Oct 2017

Conference

ConferenceNinth International Conference on Graphic and Image Processing
Country/TerritoryChina
CityQingdao
Period14/10/201716/10/2017

Keywords

  • bilinear algorithm
  • capsule endoscopy
  • color image enhancement
  • diagnostic quality
  • half-unit weight

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