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Introduction to Image Processing

Table of Contents:

1.      Intelligent Transportation Systems – This technique can be used in Automatic number plate recognition and Traffic sign recognition.
2.      Remote Sensing – For this application, sensors capture the pictures of the earth’s surface in remote sensing satellites or multi – spectral scanner which is mounted on an aircraft. These pictures are processed by transmitting it to the Earth station. Techniques used to interpret the objects and regions are used in flood control, city planning, resource mobilization, agricultural production monitoring, etc.
3.      Moving object tracking – This application enables to measure motion parameters and acquire visual record of the moving object. The different types of approach to track an object are:
·            Motion based tracking
·            Recognition based tracking
4.      Defense surveillance – Aerial surveillance methods are used to continuously keep an eye on the land and oceans. This application is also used to locate the types and formation of naval vessels of the ocean surface. The important duty is to divide the various objects present in the water body part of the image. The different parameters such as length, breadth, area, perimeter, compactness are set up to classify each of divided objects. It is important to recognize the distribution of these objects in different directions that are east, west, north, south, northeast, northwest, southeast and south west to explain all possible formations of the vessels. We can interpret the entire oceanic scenario from the spatial distribution of these objects.
5.      Biomedical Imaging techniques – For medical diagnosis, different types of imaging tools such as X- ray, Ultrasound, computer aided tomography (CT) etc are used. The diagrams of X- ray, MRI, and computer aided tomography (CT) are given below.
Biomedical Imaging Techniques
Some of the applications of Biomedical imaging applications are as follows:
·               Heart disease identification– The important diagnostic features such as size of the heart and its shape are required to know in order to classify the heart diseases. To improve the diagnosis of heart diseases, image analysis techniques are employed to radiographic images.
·               Lung disease identification – In X- rays, the regions that appear dark contain air while region that appears lighter are solid tissues. Bones are more radio opaque than tissues. The ribs, the heart, thoracic spine, and the diaphragm that separates the chest cavity from the abdominal cavity are clearly seen on the X-ray film.
·               Digital mammograms – This is used to detect the breast tumour. Mammograms can be analyzed using Image processing techniques such as segmentation, shape analysis, contrast enhancement, feature extraction, etc. 
6.      Automatic Visual Inspection System – This application improves the quality and productivity of the product in the industries.
·               Automatic inspection of incandescent lamp filaments – This involves examination of the bulb manufacturing process. Due to no uniformity in the pitch of the wiring in the lamp, the filament of the bulb gets fused within a short duration. In this application, a binary image slice of the filament is created from which the silhouette of the filament is fabricated. Silhouettes are analyzed to recognize the non uniformity in the pitch of the wiring in the lamp. This system is being used by the General Electric Corporation.
·               Automatic surface inspection systems – In metal industries it is essential to detect the flaws on the surfaces. For instance, it is essential to detect any kind of aberration on the rolled metal surface in the hot or cold rolling mills in a steel plant. Image processing techniques such as texture identification, edge detection, fractal analysis etc are used for the detection.
·               Faulty component identification – This application identifies the faulty components in electronic or electromechanical systems. Higher amount of thermal energy is generated by these faulty components. The Infra-red images are produced from the distribution of thermal energies in the assembly. The faulty components can be identified by analyzing the Infra-red images.


hello friends,

in the keil 3 software debuging time i found this type of error (for storing a value to a particular address):

"error 65: access violation at C:0x0004:no 'execute/read' permission"

if there is a solution then please tell me..

sorry i dont no

put the problem in forum section of the site

hope you will get the right solution..

How can I put the image

i think u r trying to access code section memory location which may or may not be in use ...if u r trying to to access data section memory location than put "D" instead of "C" ..u will not get this error ...

this same come to me fo that i tried to step

1.> please run your software  make sure that the coneecting the all part is in virtually is right or not and after that program is not working for rhat


wide applications!

very dificult language to understand.....I need it 4 ma project....more content (if possible) will help me ....thnx if managed !

For Image Processing there is an open online community



Please help me to compose the research proposal... Send me on ..
Can you tell me how is the growth in image processing
Can i know how to start image processing in detail? If any sites you have?

It's very interested subject........

thanks a helped a lot for my assignment

Good analysis ! I loved the facts - Does anyone know where I might get a template Bankruptcy B6F copy to type on ?

For research related image processing domain the image processing research group is ideal option   ]]>]]>

Thanks alot.

It's the best brief. 

Who is the author of this page? Just for referencing.

can you please tell me what is edge detecion in image processing


Best at basic level 

<p>thanks for the above information...</p><p>&nbsp;</p>

Good day everyone. i am a computer science student. rigth now we doing our thesis about automated waste segregation i just want to apply image processing inthis topic because i think it is more usefull to have this in our thesis. 

Sounds like a unix permission issue.

best defination. I am a Information Systems student. For Image Processing there is an open online community. and please help me to compose the research proposal... Send me on

I'm looking for a site to learn all about image processing , it would be very helpful to notify me any websites


i am new to image processing. i got a  project on fuzzy c means and to implement it to enchance the image . can anyone help me share me links on it 


hii....I am Ph.d student and i am new to video processing..i want real life time concept based on video processing like biomedical,upload videos in youtube etc.,so,anybody knows na plz reply me as soon as possible.

i love jill jill





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dnt waste ur time