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Related lectures (30)

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Stateful Operations and Materialized Values

Covers stateful operations and materialized values in stream processing.

Multivariable Control: Linear Quadratic Gaussian Control

Explores linear quadratic Gaussian control and the challenges of modeling errors in control systems.

Linear Prediction and Estimation

Explores linear prediction, optimal filters, random signals, stationarity, autocorrelation, power spectral density, and Fourier transform in signal processing.

Image Processing: Segmentation and Measurements

Covers inverse Fourier transform, frequency filtering, segmentation, thresholding, particle size estimation, and analysis using ImageJ.

Image Processing I: Filters and Transformations

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

Variance Reduction Techniques: Antithetic Variables & Importance Sampling

Explores variance reduction techniques like antithetic variables and importance sampling in Monte Carlo estimation.

Adaptive Filtering: LMS Algorithm

Covers adaptive filtering using the LMS algorithm for immobile recording scenarios, focusing on practical implementation in MATLAB.

TrackMate: Image Analysis and Data Tracking

Introduces TrackMate for image analysis and data tracking, focusing on features, challenges, and practical guidance.

Linear Quadratic Gaussian Control: Kalman Filtering and LQG Control

Covers innovation-based tests for Kalman filtering, LQG control, and the linearized Kalman filter.

Image Filtering: Basics and Techniques

Explores image filtering techniques, including linear and nonlinear filters, for artifact removal and feature enhancement.