SLIC Superpixel Segmentation for Image Processing
MATLAB implementation of SLIC superpixel segmentation algorithm featuring efficient clustering, boundary adherence, and customizable parameter tuning for superior image partitioning results.
ISODATA Clustering Fast Implementation
Rapid implementation code for ISODATA clustering algorithm, execute test_isodata to observe test results. This algorithm is ideal for feature classification prior to point pattern matching, featuring adaptive cluster merging/splitting with threshold controls.
Image Fusion Implementation Using MATLAB Code
MATLAB-based image fusion implementation with code examples and algorithm explanations for practical applications
Multi-Target Tracking Implementation Code
A comprehensive multi-target tracking system implementation featuring complete pipeline architecture, capable of tracking multiple targets with satisfactory performance and robust data processing capabilities.
Wuji Kalman Particle Filter: Implementation and Applications
This article presents the Wuji Kalman Particle Filter with MATLAB implementation code, providing helpful insights for technical practitioners working with state estimation methods.
Calculating Image Peak Signal-to-Noise Ratio (PSNR)
Implementation code for calculating image PSNR with comprehensive algorithm explanation and practical applications
MATLAB-Based Image Matching Code with Implementation Details
Image recognition and its applications are increasingly vital in modern society. Identifying corresponding points or feature points between two images is a fundamental prerequisite and critical step for image matching. This article includes relevant images and MATLAB source code, providing a comprehensive approach to image matching using MATLAB. The implementation demonstrates key algorithms such as feature detection, descriptor extraction, and matching techniques with practical code examples.
Cubic Spline Interpolation Code Implementation
Curve fitting using cubic spline interpolation with algorithm and implementation considerations
Executable MATLAB SSIM Code with Superior Feature Extraction
This MATLAB SSIM implementation is fully functional, offering better feature extraction than SIFT while maintaining computational simplicity. The code demonstrates robust structural similarity measurement through optimized matrix operations and window-based local statistics calculation.
MATLAB Source Code for Calculating Particle Velocity Distribution
MATLAB source code implementation for particle velocity distribution calculation with visualization techniques