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What is Hadamard Transform?Write a $4\times4$ Hadamard matrix and its applications. H(4) ortogonal and normalized b)Explain morphological operations i)Fit,Miss Transformations ii)opening and closing
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hadamard matrix is matrix of order n i.e nxn matrix with elements -1 or +1.
orthogonal 4x4 matrix
1 1 1 1
1 -1 1 -1
1 1 -1 -1
1 -1 -1 1
normalised 4x4 matrix
| 1 1 1 1 |
1/2 | 1 -1 1 -1 |
| 1 1 -1 -1 |
| 1 -1 -1 1 |
a) Hit-and miss helps to derive information on how objects in binary images are related to their background.Uses two structuring elements, one for the object of a given image and other for background. Hit-and-miss for image A with element E(E1,E2)
AxE=(A.E1) subtract (A+E2)
b)Opening and closing are based on dilation and erosion. Opening of image A by structuring element E is
A.E=(A - E) + E
Closing of image A by structuring element E is
A.(blod)E=(A + E) - E
where + means Dilation operation and - means Erosion operation
Both this operations are used to smooth contours of objects.
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