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8/6/2019 Preprocessing techniques on paper currency
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PREPROCESSING
WORK DONEImage scanning
Image cropingImage resizing
First of all I had converted the images from RGB into gray scale before applying
preprocessing techniques for instance I had taken a pakistani paper currency of type fifty.
ORIGINAL IMAGE
AFTER CONVERSION
RGB imageGRAY
SCALEPREPROCESSING
8/6/2019 Preprocessing techniques on paper currency
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8/6/2019 Preprocessing techniques on paper currency
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APPLYING HISTOGRAM STRETCH
APPLYING HISTOGRAM SHRINK
FREQUENCY FILTER
APPLYING WIENER FILTER
8/6/2019 Preprocessing techniques on paper currency
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SHARPENING ALGORITHM
SHARPENING ON WIENER FILTER
HISTOGRAM_SLIDE ON WIENER FILTER
AGAIN SHARPENING ON WIENER FILTER(HS)
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SHARPENING ON SCALE IMAGE
SMOOTHNINGGAUSSIAN FILTER
IMAGE MASKING
(A)ORIGINAL IMAGE(GRAY SCALE)
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(B)APPLIED IMAGE MASK
(C)APPLIED AND OPERATION BETWEEN TWO IMAGES (A) & (B)
(D)IMAGE MASK FOR OR OPERATION(APPLYING NOT OPERATION ON (B))
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(E)RESULTED IMAGE FROM (A) OR (D)
REMOVAL OF PEN WRITING