Applications of type-2 fuzzy logic systems to forecasting of time-series
Information Sciences—Informatics and Computer Science: An International Journal
Neuro-fuzzy clustering of radiographic tibia image data using type 2 fuzzy sets
Information Sciences—Applications: An International Journal
Centroid of a type-2 fuzzy set
Information Sciences: an International Journal
Video Demystified: A Handbook for the Digital Engineer
Video Demystified: A Handbook for the Digital Engineer
De-Interlacing: A Key Technology for Scan Rate Conversion
De-Interlacing: A Key Technology for Scan Rate Conversion
Connectionist Structures of Type 2 Fuzzy Inference Systems
PPAM '01 Proceedings of the th International Conference on Parallel Processing and Applied Mathematics-Revised Papers
Fuzzy Filters for Image Processing
Fuzzy Filters for Image Processing
Pattern recognition using type-II fuzzy sets
Information Sciences—Informatics and Computer Science: An International Journal
Fuzzy relation equations for coding/decoding processes of images and videos
Information Sciences—Informatics and Computer Science: An International Journal
A type-2 fuzzy embedded agent to realise ambient intelligence in ubiquitous computing environments
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent embedded agents
On a 50% savings in the computation of the centroid of a symmetrical interval type-2 fuzzy set
Information Sciences—Informatics and Computer Science: An International Journal
Soft Computing in Image Processing: Recent Advances (Studies in Fuzziness and Soft Computing)
Soft Computing in Image Processing: Recent Advances (Studies in Fuzziness and Soft Computing)
Fuzzy random impulse noise reduction method
Fuzzy Sets and Systems
A fuzzy edge-dependent motion adaptive algorithm for de-interlacing
Fuzzy Sets and Systems
Information Sciences: an International Journal
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
Information Sciences: an International Journal
Uncertainty measures for interval type-2 fuzzy sets
Information Sciences: an International Journal
A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets
Information Sciences: an International Journal
Design of interval type-2 fuzzy sliding-mode controller
Information Sciences: an International Journal
An efficient centroid type-reduction strategy for general type-2 fuzzy logic system
Information Sciences: an International Journal
Type-2 fuzzy image enhancement
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Fuzzy-based rate control for real-time MPEG video
IEEE Transactions on Fuzzy Systems
Equalization of nonlinear time-varying channels using type-2 fuzzy adaptive filters
IEEE Transactions on Fuzzy Systems
New edge dependent deinterlacing algorithm based on horizontal edge pattern
IEEE Transactions on Consumer Electronics
Efficient de-interlacing technique by inter-field information
IEEE Transactions on Consumer Electronics
Designing takagi-sugeno fuzzy model-based motion adaptive deinterlacing system
IEEE Transactions on Consumer Electronics
Rough sets attributes reduction based expert system in interlaced video sequences
IEEE Transactions on Consumer Electronics
A Fuzzy Noise Reduction Method for Color Images
IEEE Transactions on Image Processing
Fuzzy detection of edge-direction for video line doubling
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
Motion compensation assisted motion adaptive interlaced-to-progressive conversion
IEEE Transactions on Circuits and Systems for Video Technology
Video de-interlacing by adaptive 4-field global/local motion compensated approach
IEEE Transactions on Circuits and Systems for Video Technology
Information Sciences: an International Journal
Review: Industrial applications of type-2 fuzzy sets and systems: A concise review
Computers in Industry
Hierarchical type-2 neuro-fuzzy BSP model
Information Sciences: an International Journal
Information Sciences: an International Journal
A survey-based type-2 fuzzy logic system for energy management in hybrid electrical vehicles
Information Sciences: an International Journal
Information Sciences: an International Journal
Neuro fuzzy and punctual kriging based filter for image restoration
Applied Soft Computing
Iterative second-order derivative-based deinterlacing algorithm
Image Communication
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This paper focuses on recently advanced fuzzy models and the application of type-2 fuzzy sets in video deinterlacing. The final goal of the proposed deinterlacing algorithm is to exactly determine an unknown pixel value while preserving the edges and details of the image. To begin, we will discuss some artefacts of spatial, temporal, and spatio-temporal domain deinterlacing methods. In order to address the aforementioned issues, we adopted type-2 fuzzy sets concepts to design a weight evaluating approach. In the proposed method, the upper and lower fuzzy membership functions of the type-2 fuzzy logic filters are derived from the type-1 (or primary) fuzzy membership function. The weights from upper and lower membership functions are considered to be multiplied with the candidate deinterlaced pixels. Experimental results proved that the performance of the proposed method was superior, both objectively and subjectively to other different conventional deinterlacing methods. Moreover, the proposed method preserved the smoothness of the original image edges and produced a high-quality progressive image.