Deep Boltzmann Machine Toolbox
A comprehensive toolbox for Deep Boltzmann Machines designed for image classification and recognition tasks, featuring scalable implementation.
MATLAB Code Implementation for Calculating Image Features
Computing various image features including area, perimeter, rectangularity, elongation, and other morphological properties
Connected Component Labeling for 8-Connected Images
Connected component labeling for 8-connected images assigns unique labels to each connected region, with processed images obtaining sequential labels following a left-to-right, top-to-bottom scanning order.
Medical Image Segmentation Algorithm Implementation
MATLAB-based medical image segmentation algorithm featuring iterative optimal threshold selection, suitable for beginners with included visualization graphs and detailed code documentation.
Source Code for Color Image Segmentation in HSV Color Space
Source code for color image segmentation in HSV color space, including learning and training algorithms to obtain optimal segmentation parameters
Brain Scan Image Segmentation Program Implementation
MATLAB-based comprehensive image processing program for brain scan image segmentation with complete functionality
MATLAB Implementation of Hough Transform for Edge Detection
A MATLAB-based Hough transform program designed for edge detection and image processing applications, featuring multiple algorithms including Canny edge detector with configurable parameters for optimized performance.
3D Reconstruction Code with MATLAB
MATLAB-based 3D reconstruction implementation featuring stereo image matching point extraction algorithms
MATLAB Implementation of Face Detection and Recognition Algorithms
MATLAB-based program for face detection and recognition algorithms with code implementation details
Image Smoothing with Multi-Scale Masks - MATLAB Implementation
MATLAB source code for image smoothing using masks of various sizes with detailed implementation examples
MATLAB Box-Counting Dimension Fractal Analysis
A MATLAB-based fractal computation program using box-counting algorithm for financial market analysis, materials science, medical research, and rock physics applications.
The Marmousi Model in Seismic Exploration with MATLAB Visualization and Interpolation Techniques
Implementation of the widely-used Marmousi model in seismic exploration using MATLAB for original visualization and processing with various interpolation methods including linear, nearest-neighbor, and bilinear interpolation algorithms
MATLAB Compressive Sensing Reconstruction Algorithm Implementations
Comprehensive MATLAB implementations of major CS reconstruction algorithms including greedy pursuit methods (OMP, CoSaMP, SP), convex optimization approaches (BP, LP), and iterative hard thresholding algorithms (IHT, TVq, TVqc) with image-based perfo
RGB Channel Separation for Image Analysis
Separate an RGB image into its red, green, and blue components and visualize each individual channel to understand color composition and distribution patterns.
Lee Filter MATLAB Function File for Image Processing
MATLAB implementation of Lee filter algorithm for effective speckle noise reduction in SAR imagery with configurable parameters
Cepstrum Calculation with MATLAB Implementation
I have developed several cepstrum calculation methods based on its mathematical definition using MATLAB. The provided code snippets are executable directly in MATLAB. However, initial implementations struggled to identify target frequencies from the
Local Extremum-Based Audio Watermarking Algorithm
Implementation of a local extremum audio watermarking algorithm using MATLAB, featuring watermark embedding and extraction operations, along with common audio watermarking attack methods and their simulations.
Dual-Plateau Histogram Equalization Algorithm Optimized for Infrared Images with Low-Contrast Small Targets
This paper proposes a dual-plateau histogram equalization algorithm specifically designed to enhance infrared images, particularly for improving the visibility of low-contrast small targets. The implementation involves preprocessing, dual-platform hi
Multiple Constant False Alarm Rate (CFAR) Detection Algorithms
Many CFAR algorithms are based on the Cell Averaging (CA) approach, which requires significant computational resources. This program implements an Order Statistic (OS)-based CFAR detection algorithm to address the limitations of CA-CFAR, accompanied
Image Stitching Implementation Code
Personally modified and refined code for image stitching implementation, with algorithmic improvements and parameter optimizations