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9644 (v.4) Scientific Data Analysis 302



 

Area:

Department of Applied Physics

Contact Hours:

3.0

Credits:

25.0

Lecture:

1 x 1 Hours Weekly

Laboratory:

1 x 2 Hours Weekly

Prerequisite(s):

7869 (v.3) Scientific FORTRAN Programming 152 or any previous version
AND
7905 (v.5) Mathematical Methods 202 or any previous version
the eye in image perception, modulation transfer function. Image Enhancements, Histograms, histogram modification, histogram equalisation, histogram specification, inverse transform. Image Transforms, Fourier transform, properties of the FT (Separability, translational, periodicity, rotational, scaling, convolution correlation), discrete Fourier transform, the Fast Fourier Transform (FFT) two dimensional, FFT. Other image transforms (Walsh, Hadamard). Digital Filtering, Filter kernels, neighbourhood filters, thresholding filters, gradient filters, Laplacian filters, image, sharpening, directional illumination, filters, high and low pass filters. Geometrical distortion correction, image mosaic. Image Display, Colour display system, colour map, palette, pseudocolour density slicing, colour systems, CIE, RGB, HSL. Multispectral Images, Remote sensing, applications, principal components, astronomical images. Other Techniques, Feature identification using image statistics, simulated, annealing, Boltzmann machine. Artificial Neural Networks - concepts, approach, weights, learning schemes.


Availability

YearLocationPeriodInternalArea ExternalCentral External
2004Bentley CampusSemester 2Y  

Area
External
refers to external course/units run by the School or Department, offered online or through Web CT, or offered by research.
Central
External
refers to external course/units run through the Curtin Bentley-based Distance Education Area

 
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