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- W1978280263 abstract "As a fundamental image processing operation, a good denoising method should keep the original image information asmuch as possible. However, most denoising methods may degrade or remove the fine details and texture of the originalimage. In this paper, a force field method is adopted to transform the image pixels within a local window into a potentialenergy surface and then to distinguish the image edges and the noises in this potential energy field. Afterwards, differenttemplates are used according to the judgment and the adaptive filter is applied to the local pixels respectively. This newmethod has less computational complexity than the other algorithms of transform domain, which means it can beimplemented in a real-time processing system. Also the new method can preserve more image edges than the traditionalfilters. Finally the performance of the proposed method is compared in this paper with other popular methods by usingevaluation criterion of SNR and SSIM(a measure of structural similarity). The results show that the proposed method isreliable and especially helpful to preserve the image details." @default.
- W1978280263 created "2016-06-24" @default.
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- W1978280263 date "2008-12-03" @default.
- W1978280263 modified "2023-09-23" @default.
- W1978280263 title "A novel image denoising method based on force field transform" @default.
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- W1978280263 doi "https://doi.org/10.1117/12.807031" @default.
- W1978280263 hasPublicationYear "2008" @default.
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