Classic Snake Algorithm for Image Segmentation
The classic snake algorithm, highly effective for image segmentation applications, utilizes energy minimization to precisely detect object boundaries
MATLAB Implementation of Classic OFDM PAPR Reduction Algorithms
MATLAB code implementation of classic OFDM Peak-to-Average Power Ratio (PAPR) reduction algorithms, including Partial Transmit Sequence (PTS), Selected Mapping (SLM), and Clipping techniques with performance analysis
Learning Classical Particle Filter Algorithms
A comprehensive guide to classical particle filter algorithms, offering deep insights into particle filter concepts and theories with practical implementation details
Classic Pattern Recognition Algorithm: Perceptron Implementation
The perceptron algorithm, implemented in MATLAB, is a fundamental pattern classification method that adjusts weights and thresholds to map input data into distinct categories.
Two-Dimensional PCA for Face Representation and Recognition with Implementation Code
This repository contains the original author's implementation code for Two-Dimensional PCA (2DPCA) - a novel approach for appearance-based face representation and recognition published in IEEE PAMI. The paper has received 681 citations on Google Scholar. Note: While this algorithm is a classic in pattern recognition (primarily for facial recognition), the "speech recognition" categorization is inaccurate as 2DPCA is not commonly applied to audio processing. The code provides practical implementation of 2DPCA's matrix-based dimensionality reduction technique.
NSGA-II: A Classic Algorithm for Multi-objective Optimization
NSGA-II is a classical algorithm for solving multi-objective problems - this repository contains the complete MATLAB source code implementation
Two Classical Distributed Algorithms in Interference Alignment: Max_SINR vs Min_MLI
Comparison of two classical distributed algorithms (Max_SINR and Min_MLI) in interference alignment with MATLAB implementation and performance analysis
Classic Music Algorithm Implementation
Self-developed classic music algorithm with code implementation details
LEACH: Low-Energy Adaptive Clustering Hierarchy Protocol
LEACH represents a foundational algorithm in wireless sensor networks, primarily designed for energy-efficient data aggregation and cluster-based communication. Its implementation involves dynamic cluster head selection and TDMA-based scheduling to optimize network lifetime.
Park Synchronization Algorithm
The Park synchronization algorithm - a classic concurrency control mechanism