Learn Digital Image Processing Full
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| Learn Digital Image Processing Full |
Digital image processing
deals with manipulation of digital images through a digital computer. It is a
subfield of signals and systems but focus particularly on images. DIP focuses
on developing a computer system that is able to perform processing on an image.
The input of that system is a digital image and the system process that image
using efficient algorithms, and gives an image as an output. The most common
example is Adobe Photoshop. It is one of the widely used application for
processing digital images.
In the
above figure, an image has been captured by a camera and has been sent to a
digital system to remove all the other details, and just focus on the water
drop by zooming it in such a way that the quality of the image remains the
same.
This Learn
Digital Image Processing Full gives you the knowledge of widely used methods
and procedures for interpreting digital images for image enhancement and
restoration and performing operations on images such as (blurring , zooming ,
sharpening , edge detection , e.t.c). It also focuses on the understanding of
how the human vision works. How do human eye visualize so many things , and how
do brain interpret those images? The Learn Digital Image Processing Full also
covers some of the important concepts of signals and systems such as (Sampling
, Quantization , Convolution , Frequency domain analysis e.t.c).
Signals and systems
Since DIP
is a subfield of signals and systems , so it would be good if you already have
some knowledge about signals and systems , but it is not necessary. But you
must have some basic concepts of digital electronics.
Calculus and probability
Basic
understanding of calculus , probability and differential equations is also
required for better understanding.
Basic programming skills
Other
than this, it requires some of the basic programming skills on any of the
popular languages such as C++ , Java , or MATLAB.
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