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A Review Paper: Noise Models in Digital Image Processing
May 13, 2015 ยท The Cartographer ยท ๐ arXiv.org
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"Title-pattern auto-detect: A Review Paper: Noise Models in Digital Image Processing"
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Authors
Ajay Kumar Boyat, Brijendra Kumar Joshi
arXiv ID
1505.03489
Category
cs.CV: Computer Vision
Citations
399
Venue
arXiv.org
Last Checked
1 day ago
Abstract
Noise is always presents in digital images during image acquisition, coding, transmission, and processing steps. Noise is very difficult to remove it from the digital images without the prior knowledge of noise model. That is why, review of noise models are essential in the study of image denoising techniques. In this paper, we express a brief overview of various noise models. These noise models can be selected by analysis of their origin. In this way, we present a complete and quantitative analysis of noise models available in digital images.
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