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Convex Hulls in Image Processing: A Scoping Review
Siddaganga Institute of Technology.
Dalarna University, School of Technology and Business Studies, Computer Engineering.ORCID iD: 0000-0002-1429-2345
2016 (English)In: American Journal of Intelligent Systems, ISSN 2165-8978, E-ISSN 2165-8994, Vol. 6, no 2, 48-58 p.Article in journal (Refereed) Published
Abstract [en]

The demands of image processing related systems are robustness, high recognition rates, capability to handle incomplete digital information, and magnanimous flexibility in capturing shape of an object in an image. It is exactly here that, the role of convex hulls comes to play. The objective of this paper is twofold. First, we summarize the state of the art in computational convex hull development for researchers interested in using convex hull image processing to build their intuition, or generate nontrivial models. Secondly, we present several applications involving convex hulls in image processing related tasks. By this, we have striven to show researchers the rich and varied set of applications they can contribute to. This paper also makes a humble effort to enthuse prospective researchers in this area. We hope that the resulting awareness will result in new advances for specific image recognition applications.

Place, publisher, year, edition, pages
2016. Vol. 6, no 2, 48-58 p.
Keyword [en]
Convex hull, Image processing, Image Classification, Image retrieval, Shape detection
National Category
Computer Systems
Research subject
Complex Systems – Microdata Analysis
URN: urn:nbn:se:du-21491OAI: diva2:931027
Available from: 2016-05-26 Created: 2016-05-26 Last updated: 2016-10-12Bibliographically approved

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