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Design of Exponentially Weighted Median Filter Cascaded With Adaptive Median Filter

Praveen Kumar Nalli, Kalyan Sagar Kadali, Ramu Bhukya, Y.T.R. Palleswari, Asapu Siva, S Pragaspathy

2021Journal of Physics Conference Series15 citationsDOIOpen Access PDF

Abstract

Abstract The objective of this paper is to design an II phase algorithm employing median filters for enlightening the performance in removing impulse noise during the processing of the image. The cascaded filter section employs an Adaptive median filter in the first phase followed by a Recursive weighted median filter (RWM) in the second phase. The RWM filter weight is selected with the Median Controlled Algorithm. As a design parameter, the exponential weights of RWM filters are used in the feedback path. The projected algorithm can achieve suggestively improved quality of image when compared to fixed weight or the Center Weighted Median filters.

Topics & Concepts

Median filterWeighted medianAdaptive filterMathematicsFilter (signal processing)AlgorithmFilter designImpulse noiseKernel adaptive filterControl theory (sociology)Computer scienceArtificial intelligenceImage processingComputer visionImage (mathematics)Control (management)PixelImage and Signal Denoising MethodsImage Enhancement TechniquesAdvanced Image Fusion Techniques
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