Image Processing: Segmentation and Measurements

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Explores Fourier Transform, frequency filtering, segmentation, and particle size estimation using image analysis techniques.

Image Processing: Smoothing and Filtering

Covers image smoothing, noise reduction, and segmentation techniques using filters and transforms.

Signals, Instruments, and Systems: System Properties and Transforms

Introduces system properties, Laplace Transform, and analog filters for signal analysis.

Frequency Response of LTI Systems

Explores LTI systems, impulse response, convolution, system properties, and frequency response, including low-pass and band-pass filters.

Filters: Frequency Selective

Covers frequency selective filters, focusing on a simple low-pass filter example and its practical applications.

X-ray Tomography: Fourier Slice Theorem

Delves into the Fourier Slice Theorem in X-ray tomography, explaining the relationship between 1-D and 2-D Fourier Transforms and techniques to enhance image quality.

Sampling and Reconstruction

Covers sampling, Fourier Transform, and reconstruction using low-pass filters in signal processing.

Fast Fourier Transform (FFT): Lecture 4

Covers the Fast Fourier Transform (FFT) algorithm, interpolation, filters, image processing, and experimental techniques in TEM and STM.

Frequency Response Analysis: Linear Systems and Filters

Covers the frequency response of linear systems and filter design principles.

Image Processing I: Filters and Transformations

Explores moving average and exponential filters, Gaussian filtering, and linear scale-space concepts in image processing.