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What is Noise Impact on Digit Edge Detection about?

This paper analyzes the effect of noise on edge detection when detecting digits in images using bilateral filters. The paper introduces different types of noise (Gaussian, salt and pepper, speckle) and describes bilateral filters and common edge detection operators (Roberts, Canny, Frei Chen). Experiments are conducted applying various edge detection operators with bilateral filters to detect edges in Street View House Number (SVHN) images with added noise. The results show that speckle noise produces fewer

Author

suvarnalatha devarakonda

Language

EN