A review on sparse fast fourier transform applications in image processing
Hadhrami Ab Ghani, Mohamad Razwan Abdul Malek, Muhammad Fadzli Kamarul Azmi, Muhammad Jefri Muril, Azızul Azizan
2020International Journal of Electrical and Computer Engineering (IJECE)26 citationsDOIOpen Access PDF
Abstract
Fast Fourier Transform has long been established as an essential tool in signal processing. To address the computational issues while helping the analysis work for multi-dimensional signals in image processing, sparse Fast Fourier Transform model is reviewed here when applied in different applications such as lithography optimization, cancer detection, evolutionary arts and wasterwater treatment. As the demand for higher dimensional signals in various applications especially multimedia appplications, the need for sparse Fast Fourier Transform grows higher.
Topics & Concepts
Computer scienceFourier transformDiscrete Fourier transform (general)Image processingSignal processingFast Fourier transformShort-time Fourier transformFractional Fourier transformArtificial intelligenceMultidimensional signal processingComputer visionFourier analysisImage (mathematics)AlgorithmComputer hardwareDigital signal processingMathematicsMathematical analysisImage and Signal Denoising MethodsSparse and Compressive Sensing TechniquesAdvanced Image Fusion Techniques