Noise is always presents in digital images during image acquisition, coding, transmission,
and processing steps. Noise is very difficult to remove it from the digital images without the …

Image processing is known to be an important area to bring out the best in an image and it is
useful in several areas such as remote sensing, medical field, image shaping and …

Image Restoration is one of area related to image processing which deals with restoring an
original and sharp image from corrupted image using a mathematical degradation and …

Noise is introduced when capturing the image or transmitting the image. Noise means
random variation of intensity level. Some additional information is added to the pixels and …

In today's world, everyday human-human communication is via messages, photos, images
etc. The addition of noise can be while capturing or while transferring the image. While …

An image is a visual presentation of something or someone and a numeric presentation of
that image is said to be as a digital image. Each numeric value is called as pixel and this …

Enhancing an image is the highly demanded digital image processing task, as all the other
piece of work depend on how well the image is conveying the information. The core purpose …

In image processing, an essential and most challenging process is removing the noise from
the color images. Images are often corrupted by impulse noise during image acquisition and …

In this chapter, the authors have briefed about images, digital images, how the digital
images can be processed. Image types like binary image, grayscale image, color image …

The aim of this project is to implement different features of image restoration. We consider a
vectorised picture and take pictures of it with our mobile for two configurations, the first lit by …