The goal of this assignment is for you to research various image processing techniques( Radiology Department – Xray images) in depth, discuss their advantages and necessity, and provide examples of images that demonstrate the application of these techniques. You must ensure that the images used do not come from your current textbooks or if you use images from your clinical site, they must not contain any patient data.
Write a well-structured research paper with clear headings, subheadings, and concise paragraphs. Include images and diagrams as necessary to support your explanations. If you use references, you should NOT copy and paste what the author has said and quote it. It should be in your own words.
Length: The research paper should be between 8-10 pages including images and diagrams.
Content: Research the following techniques in depth and discuss them:
A. Raw data (pre-processing):
a. Analog-to-digital converter (ADC):
– Why it is needed/used
– Advantages of the technique
– Example image
b. Quantization:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Corrections:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Histogram:
– Why it is needed/used
– Advantages of the technique
– Example image
B. Data for processing:
a. Grayscale:
– Why it is needed/used
– Advantages of the technique
– Example image
b. Edge enhancement:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Equalization:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Smoothing:
– Why it is needed/used
– Advantages of the technique
– Example imageThe goal of this assignment is for you to research various image processing techniques in depth, discuss their advantages and necessity, and provide examples of images that demonstrate the application of these techniques. You must ensure that the images used do not come from your current textbooks or if you use images from your clinical site, they must not contain any patient data.
Write a well-structured research paper with clear headings, subheadings, and concise paragraphs. Include images and diagrams as necessary to support your explanations. If you use references, you should NOT copy and paste what the author has said and quote it. It should be in your own words.
Length: The research paper should be between 8-10 pages including images and diagrams.
Content: Research the following techniques in depth and discuss them:
A. Raw data (pre-processing):
a. Analog-to-digital converter (ADC):
– Why it is needed/used
– Advantages of the technique
– Example image
b. Quantization:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Corrections:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Histogram:
– Why it is needed/used
– Advantages of the technique
– Example image
B. Data for processing:
a. Grayscale:
– Why it is needed/used
– Advantages of the technique
– Example image
b. Edge enhancement:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Equalization:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Smoothing:
– Why it is needed/used
– Advantages of the technique
– Example imageThe goal of this assignment is for you to research various image processing techniques in depth, discuss their advantages and necessity, and provide examples of images that demonstrate the application of these techniques. You must ensure that the images used do not come from your current textbooks or if you use images from your clinical site, they must not contain any patient data.
Write a well-structured research paper with clear headings, subheadings, and concise paragraphs. Include images and diagrams as necessary to support your explanations. If you use references, you should NOT copy and paste what the author has said and quote it. It should be in your own words.
Length: The research paper should be between 8-10 pages including images and diagrams.
Content: Research the following techniques in depth and discuss them:
A. Raw data (pre-processing):
a. Analog-to-digital converter (ADC):
– Why it is needed/used
– Advantages of the technique
– Example image
b. Quantization:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Corrections:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Histogram:
– Why it is needed/used
– Advantages of the technique
– Example image
B. Data for processing:
a. Grayscale:
– Why it is needed/used
– Advantages of the technique
– Example image
b. Edge enhancement:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Equalization:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Smoothing:
– Why it is needed/used
– Advantages of the technique
– Example imageThe goal of this assignment is for you to research various image processing techniques in depth, discuss their advantages and necessity, and provide examples of images that demonstrate the application of these techniques. You must ensure that the images used do not come from your current textbooks or if you use images from your clinical site, they must not contain any patient data.
Write a well-structured research paper with clear headings, subheadings, and concise paragraphs. Include images and diagrams as necessary to support your explanations. If you use references, you should NOT copy and paste what the author has said and quote it. It should be in your own words.
Length: The research paper should be between 8-10 pages including images and diagrams.
Content: Research the following techniques in depth and discuss them:
A. Raw data (pre-processing):
a. Analog-to-digital converter (ADC):
– Why it is needed/used
– Advantages of the technique
– Example image
b. Quantization:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Corrections:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Histogram:
– Why it is needed/used
– Advantages of the technique
– Example image
B. Data for processing:
a. Grayscale:
– Why it is needed/used
– Advantages of the technique
– Example image
b. Edge enhancement:
– Why it is needed/used
– Advantages of the technique
– Example image
c. Equalization:
– Why it is needed/used
– Advantages of the technique
– Example image
d. Smoothing:
– Why it is needed/used
– Advantages of the technique
– Example image
