7.1 Reporting Flashcards
analog image processing is applied on analog signals and can be _____
periodic and non-periodic
The data collected from the patient during imaging is first converted into ____ to provide an input and output image, in an effort to improve and enhance diagnostic interpretation and management of images acquired from patients
digital data
refers to a continuously changing signal recorded in its original form
analog
In medical imaging for example, there are two types of images being generated –
analog and digital
An output signal generated by the PMT with continuously varying intensity depending on the location of light on an image
Analog Signal
The output of the photodetector is a time-varying _____ that is transmitted to a computer that has multiple functions
analog signal
The time-varying analog signal from the photodetector is processed for ______. This shapes the signal before the final image is formed
amplitude, scale, and compression
is an image formed by a 2D analog and digital signal that contains color information
Analog images
It is generally continuous and not broken into tiny components because although analog signals are real-world, they do not produce good quality images
Analog images
are subsequently displayed for human viewing and interpretation and in addition, these images can be digitally manipulated to suit the viewing needs of the observer
Analog images
Examples of analog images include:
television images, photographs, paintings, and medical images
is defined as numerical representation of the patient
Digital images
is divided into a matrix or array of small picture elements, or pixels
Digital images
that they can be processed, in many ways, by computer systems
Digital images
a necessary element in all modern medical imaging methods
Digital images
they are also easier to store, more accurate and reliable
Digital images
subjecting numerical representations of objects to a series of operations in order to obtain a desired result
digital image processing
Depending on how they are acquired, radiology images can be classified into two domains:
- Spatial Domain
2. Frequency Domain
all images use a right-handed X-Y coordinate system, to identify the location of any number that makes up the image. The X-axis is used to describe the rows or lines on the image, while the Y-axis is used to describe the columns
Spatial Domain
One of the main goals is to make image processing easier, so that particular features of the image can be enhanced or suppressed
Frequency Domain
Images can also be acquired in the frequency domain using the mathematical procedure of the ____
Fourier transform
a signal can be converted from time domain into frequency domain using mathematical operators called transforms
transformation
In the Frequency Domain, High frequency components correspond to ____ in an image. While Low frequency components in an image correspond to _____
edges (high), smooth regions (low)
in frequency domain,
the image can be enhanced for sharpness in which case the ______ are suppressed
low frequencies
in frequency domain, the image can be smoothed to enable better visualization of homogeneous structures by suppressing ______ via digital image processing
high frequencies
the purpose is to generate an image that is more pleasing to the observer
Image Enhancement
improvement of overall quality
Image Enhancement
Image Enhancement operations include
contrast enhancement, edge enhancement,
spatial & frequency filtering, imaging combining,
noise reduction
characteristics such as contour and shapes can be enhanced to improve such quality
Image Enhancement
improve images that have distortions or degradations
Image Restoration
a commonplace in “space craft”, these are usually images sent to earth and usually they have the instance to be blurred out thus can be filtered to make them sharper
Image Restoration
it begins with image segmentation operations, such as image enhancement or restoration operations
Image Analysis
features of the objects are extracted resulting in measures that describe & characterize the image
Image Analysis
are used in 3D medical imaging such as CT & MRI; where the goal is to simplify the representation of an image into something much easier to analyze
segmentation operations
reduces the size to save storage and transmission time
Image Compression
compression wherein there is no loss of info
Lossless
compression wherein there is loss of info and significant in images that have unnecessary data
Lossy
The main advantage is that there is no loss in both SPATIAL & FREQUENCY INFO
Wavelet Compression
recent form of compression which offers an approach that allows to reduce the size of the data while at the same time improving its quality through the removal of high frequency noise components
Wavelet Compression
it creates images that may be physically impossible or does not exist at all
Image Synthsis
basis for the production of CT & MRI images
image reconstruction technique
based on computer graphics technology
3D visualization technique
a digital image is made up of a two-dimensional array of numbers
Matrix
consists of columns (M) and rows (N) that define small square regions called picture elements or pixels
Matrix
Matrix size selected by an operator for imaging examinations is sometimes referred to as the _____
field of view (FOV)
he pixel size can be calculated using the relationship:
Pixel size = FOV/Matrix size
Pixels in a digital image that represent the information contained in a tissue volume in the patient
Voxels
it includes the Height, width and length
Voxels 3D
inclusion of time, width, length and time
Voxels 4D
refers to the color information stored in an image
Bit Depth
implies that every pixel in the digital image matrix M x N is represented by k binary digits
k bits
The number of bits per pixel
Bit Depth
The characteristics of a digital image, that is, the ______,
can affect the appearance of the digital image, particularly its spatial resolution and its density
resolution
matrix size, the pixel size, and the bit depth
matrix size, the pixel size, and the bit depth
Spatial Resolution
linked to bit depth | range of gray levels per pixel
Density Resolution
5 different cassette sizes used in film-screen radiography:
8x10, 10x12, 11,14 14x14, 14x17