Implementation of Band Pass Filter for Homomorphic Filtering Technique
Pin Yang Tan, Haidi Ibrahim
Abstract
Pin Yang Tan, Haidi Ibrahim
Abstract
In order to improve the performance of homomorphic filtering technique for face images, band pass filter is selected to replace the conventional high pass filter in homomorphic filtering technique. Apart from the noise reduction capability, the band pass filter is specifically designed for face images as it is based on the locations of illumination component in Fourier spectrum. The qualitative and quantitative analysis proven that the performance of band pass filter outweighs the conventional high pass filter.
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In order to improve the performance of homomorphic filtering technique for face images, band pass filter is selected to replace the conventional high pass filter in homomorphic filtering technique. Apart from the noise reduction capability, the band pass filter is specifically designed for face images as it is based on the locations of illumination component in Fourier spectrum. The qualitative and quantitative analysis proven that the performance of band pass filter outweighs the conventional high pass filter.
Key concepts: High-pass filter, Filter (signal processing), Homomorphic filtering, Computer science, Low-pass filter, Adaptive filter, Noise reduction, Noise (video)