Explore MATLAB source code curated for "分类识别" with clean implementations, documentation, and examples.
Source code for spatial pyramid classification and recognition, originally developed by Steven Lazebnik. This implementation demonstrates multi-scale image segmentation for feature extraction and object recognition.
This code implements fingerprint recognition through preprocessing, feature extraction, and classification algorithms using image processing and machine learning techniques.
An SVM classifier designed for speech signal classification and recognition applications, featuring comprehensive content with selective implementation guidance for developers.
MATLAB source code implementation for classification and recognition tasks using a BP (Backpropagation) Neural Network classifier, featuring data preprocessing, model training, and performance evaluation.
Wavelet Neural Network for classification and recognition tasks with customizable learning rate factor, network momentum factor, multi-resolution levels, and translation parameters. This example features 5 input nodes and 5 output nodes, capable of recognizing five distinct signal types. Implementation includes configurable network architecture and adjustable hyperparameters for optimal performance.
Self-implemented RBF neural network for classification recognition, fault diagnosis, and pattern recognition with code-level implementation details
Support Vector Machine toolbox provides significant assistance for learners in image processing classification and recognition tasks. This toolbox typically includes implementation of key SVM algorithms and practical examples - share and enjoy!
High Resolution Range Profile (HRRP) processing with Support Vector Machine (SVM) implementation for aircraft target classification. This comprehensive code example demonstrates complete workflow from feature extraction to classification, serving as an excellent learning routine for radar target recognition applications.
Support Vector Machine Toolkit for Machine Learning Implementation