Morphological Image Processing Mini Project is an important tool in the Digital Image processing, since that science can rigorously quantify many aspects of the geometrical structure of the way that agrees with the human intuition and perception.
What is it based on?
Morphologic image processing technology is based on geometry. It emphasizes on studying geometry structure of image. We can find relationship between each part of image. When processing image with morphological theory.
Accordingly, we can comprehend the structural character of image in the morphological approach an image is analyzed in terms of some predetermined geometric shape known as structuring element. Morphological processing is capable of removing noise and clutter as well as the ability to edit an image based on the size and shape of the objects of interest.
Use of Morphological Image Processing:
Morphological Image Processing is used in the place of a Linear Image Processing, because it sometimes distorts the underlying geometric form of an image, but in Morphological image processing, the information of the image is not lost. In the Morphological Image Processing the original image can be reconstructed by using Dilation, Erosion, Opening and Closing operations for a finite no of times.
The major objective of this paper is to reconstruct the class of such finite length Morphological Image Processing tool in a suitable mathematical structure using Java language.
The Morphological Image Processing can be further applied to a wide spectrum of problems including, Medical image analysis such as Tumor detection, measurement of size and shape of internal organs, Regurgitation, etc. Robotics: Recognition and interpretation of objects in a scene, motion control and execution through visual feedback.
This report represents the practical operation of Morphological Image Processing and it successfully performed the Fundamental and Compound operations of Morphological Image processing on Binary images in, FORENSICS Fingerprint Enhancement and reduction of noise in finger print images.
download Project Report of Morphological Image Processing Mini Project.