Applications of the Salt and Pepper Noise
Given below are the Applications of the Salt and Pepper Noise
Salt Noise
- Testing and development of denoising algorithms for images.
- Simulation of transmission errors in digital communication.
- Comparison of noise reduction filters benchmarks.
Pepper Noise
- Improving robustness of image processing systems.
- Testing and development of denoising algorithms for images.
- In machine learning especially in training deep learning models for image recognition.
- pepper noise can simulate errors in image transmission
Difference between Salt Noise and Pepper Noise
Digital picture handling includes the unwanted alteration of pixel values in an image which degrades the visual quality and interferes with image analysis. Several types of noise are found in digital images with “salt-and-pepper noise” being one of them, often caused by mistakes during data transmission or when capturing pictures. This type of noise manifests as random white or black pixels on an image that look like salt and pepper sprinkled over it.
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