Focal intention of this paper is to emphasize the appliance
of the basic image statics for image restoration, de-blurring, de-noising,
enhancement, edge detection, edge sharpening, finding edge position and many
more root level appliances of image processing and computer vision.
For the
evaluation and study of restoration, de-blurring and de-noising, some noise
molds are discussed and then for the estimation of the results of statistics,
some amount of different types of noise have been added to the image and then
the process of filtration is performed for scrutiny the effect. For scrutiny of
enhancement some de-enhanced or low contrast image are used.
Some image quality
measures i.e, Mean Square Error, Peak Signal to Noise Ratio Discussion and
conclusions drawn from the experimental results are the comparative study of
these appliances of image processing. This paper provide the detail study of
selected appliances of image processing and computer vision experimentally,
evaluate the performance, compare result on literature and give trend what can
be done for new and better loom.Read More...