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Issue title: Special section: Recent trends, Challenges and Applications in Cognitive Computing for Intelligent Systems
Guest editors: Vijayakumar Varadarajan, Piet Kommers, Vincenzo Piuri and V. Subramaniyaswamy
Article type: Research Article
Authors: Jeon, Gwanggil; *
Affiliations: Department of Embedded Systems Engineering, Incheon National University, Yeonsu-gu, Incheon, Korea
Correspondence: [*] Corresponding author. Gwanggil Jeon, Department of Embedded Systems Engineering, Incheon National University, 119 Academy-ro, Yeonsu-gu, Incheon, 22012, Korea. E-mail: [email protected].
Abstract: Deinterlacing is the procedure of reworking interlaced video signal into a non-interlaced format. The interlaced video signal is generally used in both of analog TV and HDTV with 1080i. The deinterlacing method was designed to solve a legacy issue, therefore the interlaced signal which was requested by analog TV must be trans-formed to be displayed on HDTV. This paper introduces fuzzy concept-based deinterlacing method and shows how it can be executed on various test set. The proposed method includes weight calculation stage and deinterlacing implementation stage. In weight calculation stage, I compute correct weight values on each edge direction, which are calculated using fuzzy concepts. In deinterlacing implementation stage, the computed weight values are used to obtain final deinterlacing pixels by multiplying them with candidate existent pixels. The presented method provides outstanding subjective and objective results in various data set.
Keywords: Fuzzy concept, intelligent system, cognitive concept color image
DOI: 10.3233/JIFS-189138
Journal: Journal of Intelligent & Fuzzy Systems, vol. 39, no. 6, pp. 8173-8179, 2020
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