Effective Morphological Image Processing Techniques and Image Reconstruction


Effective Morphological Image Processing Techniques and Image Reconstruction

Priya M.S, G.M. Kadhar Nawaz

Priya M.S, G.M. Kadhar Nawaz "Effective Morphological Image Processing Techniques and Image Reconstruction" Published in International Journal of Trend in Research and Development (IJTRD), ISSN: 2394-9333, Special Issue | ASAT in CS'17 , March 2017, URL: http://www.ijtrd.com/papers/IJTRD8373.pdf

Morphological image processing is a collection of non-linear operations related to the shape or morphology of features in an image. Morphology is a broad set of image processing operations that process images based on shapes. Morphological operations apply a structuring element to an input image, creating an output image of the same size. In a morphological operation, the value of each pixel in the output image is based on a comparison of the corresponding pixel in the input image with its neighbors. By choosing the size and shape of the neighbourhood, you can construct a morphological operation that is sensitive to specific shapes in the input image. The most basic morphological operations are dilation and erosion. Dilation adds pixels to the boundaries of objects in an image, while erosion removes pixels on object boundaries. The number of pixels added or removed from the objects in an image depends on the size and shape of the structuring element used to process the image. In the morphological dilation and erosion operations, the state of any given pixel in the output image is determined by applying a rule to the corresponding pixel and its neighbors in the input image. The rule used to process the pixels defines the operation as a dilation or an erosion. This table lists the rules for both dilation and erosion.

Image Processing; Morphology; Structuring Element; Dilation; Erosion; Opening And Closing


Special Issue | ASAT in CS'17 , March 2017

2394-9333

IJTRD8373
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