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Image Enhancement Based on Frequency Domain with MATLAB

Chun-lan Bai

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Abstract

Image enhancement which is also called image pre-processing plays an indispensable role in signal image processing.Through the use of frequency-domain method for understanding of image enhancement-thoery,low-pass filtering and high-pass filtering are analysed.On this basis,ideal low pass filter,ideal high pass filter,exponential low pass filter,exponential high pass filter,Butterworth low pass filter,Butterworth high pass filter,trapezoidal how pass filter,which are processed programming and simulation in MATLAB.Results are analysed and compared,indicating better to improve the image to adopt low-pass filtering and high-pass filtering.

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What this paper is about

Image enhancement which is also called image pre-processing plays an indispensable role in signal image processing.Through the use of frequency-domain method for understanding of image enhancement-thoery,low-pass filtering and high-pass filtering are analysed.On this basis,ideal low pass filter,ideal high pass filter,exponential low pass filter,exponential high pass filter,Butterworth low pass filter,Butterworth high pass filter,trapezoidal how pass filter,which are processed programming and simulation in MATLAB.Results are analysed and compared,indicating better to improve the image to adopt low-pass filtering and high-pass filtering.

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Available abstract

Image enhancement which is also called image pre-processing plays an indispensable role in signal image processing.Through the use of frequency-domain method for understanding of image enhancement-thoery,low-pass filtering and high-pass filtering are analysed.On this basis,ideal low pass filter,ideal high pass filter,exponential low pass filter,exponential high pass filter,Butterworth low pass filter,Butterworth high pass filter,trapezoidal how pass filter,which are processed programming and simulation in MATLAB.Results are analysed and compared,indicating better to improve the image to adopt low-pass filtering and high-pass filtering.

Key concepts: Butterworth filter, Low-pass filter, High-pass filter, Filter (signal processing), Composite image filter, Filter design, Computer science, MATLAB

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