MPY205 Flashcards
Difference between Fourier series and Fourier transform
series is discrete and transform is continuous
Define the point spread function
The point spread function (PSF) describes the response of an imaging system to a point source or point object.
A more general term for the PSF is a system’s impulse response, the PSF being the impulse response of a focused optical system.
Define the modulation transfer function
Fourier transform of PSF
The MTF determines how much contrast in the original object is maintained by the detector.
What does ADC stand for?
Analogue to digital converter
produces binary version of data (intensities)
What is the Nyquist frequency defined as?
Half the sampling rate
What is the convolution integral?
A convolution is an integral that expresses the amount of overlap of one function as it is shifted over another function
Define an impulse signal
a signal composed of all zeros, except a single nonzero point
What is an image?
A map (or image) is a spatial distribution of a parameter where the value of that parameter is encoded as a colour or a brightness
analogue….
quantity can be of any value
digital….
data expressed as series of the digits 0 and 1
data is damaged when it is forced to be discrete
continuous quantity…….
digital imaging
sensor–> transducer (converts input (mag of physical interaction) to output (mV or mA) –>ADC–>latch–>number (integer in computer)
What is the point spread function?
An object can be considered to be made up of lots of points of diff intensities and providing the imaging system images a point as a point the image will faithfully represent the object. In reality, the energy in the object is smeared over a finite area in the image space, (the energy of the object is smeared and there is conjugacy with associate degradation of the image). this smeared representation of the point is called the point spread function
What does the convolution integral describe?
- the image of an object by the transfer function
- it is the basis on digital filtering and image processing
What is the relationship between the Fourier transform and convolution?
F[f*g]=F[f].F[g]
the Fourier transform of a convolution of two functions = the product of the Fourier transform of those functions
What does fourier transform do?
coverts to frequency spectrum
Define HVL
the thickness of the material at which the intensity of radiation entering it is reduced by one half.
Define reaction cross-section
the probability of an interaction interpreted as an effective area of interaction per particle
Define the differential cross-section
a refined version of the reaction cross section to account for dependence on other parameters
What was said about conjugacy?
Good image formation requires a point to be imaged as a point. The object point and image point of a lens system are said to be conjugant points
What does an imaging system do?
It creates a distribution of intensities that are the same distribution of intensities as the object
What is the function that transfers the object to the image called?
transfer function
What are the Dirichlet conditions?
- f(x) is defined and single-valued, except possibly at a finite number of points (in the range -L to L)
- f(x) is periodic with period 2L
- f(x) and f’(x) are piecewise continuous in -L,L
What did Fourier notice could be done with the Fourier series?
multiplying by sin or cos and integrating over a while number of terms could reduce many of the Fourier terms to zero
What is the fourier transform of the delta function?
a constant