噪声 Resources

Showing items tagged with "噪声"

This program implements a Total Variation (TV) denoising algorithm with PDF-based corrections to address minor issues in the standard TV approach. The algorithm effectively removes noise while preserving edge information in the original image. The implementation demonstrates how gradient-based minimization and edge-preserving regularization can be combined for improved image restoration, with key functions handling noise reduction through iterative optimization.

MATLAB 193 views Tagged
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Implementation of line detection via Hough transform constructs a target line segment with 2 signal-to-noise ratio and 34-pixel length in Gaussian-distributed noise background; after identifying the line equation, a fixed-length sliding window approach determines segment endpoints to precisely locate the line segment position. Algorithm includes Hough voting mechanism and peak detection for parameter space analysis.

MATLAB 282 views Tagged
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This project focuses on the analysis and design of a minimum mean-square error (MMSE) multiuser receiver for uniformly quantized synchronous code division multiple access (CDMA) signals in additive white Gaussian noise (AWGN) channels. The implementation leverages the gain-plus-additive-noise quantization model and evaluates receiver performance through weight vector computation and signal-to-interference ratio (SIR) analysis.

MATLAB 250 views Tagged
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