Professional MATLAB source code with comprehensive documentation and examples
This project presents my image processing assignment exploring multiple wavelet-based denoising processes, including hard thresholding and soft thresholding methods. The implementation covers comprehensive denoising algorithms with MATLAB code exampl
Perform 3D reconstruction from multiple images by obtaining camera intrinsic parameters through calibration toolbox, followed by texture mapping for realistic visualization.
This MATLAB-based program implements two-dimensional prediction and Lloyd-Max quantization compression for images, employing lossy compression techniques. The implementation includes sample images for demonstration purposes.
An image simulation program for investigating mode-related fiber Bragg grating reflection and transmission spectra in optical waveguides, capable of analyzing transmission characteristics of different modes and grating effects
An IBR-based image stitching algorithm capable of rapidly generating 360° panoramic images in MATLAB environment, utilizing optimized feature matching and geometric transformation techniques
Electrical Impedance Tomography Simulation Software designed for conducting simulation experiments in electrical impedance tomography, with the capability to import and process measured experimental data for comprehensive imaging analysis
Implementation of seam carving technique for content-aware image resizing with energy map calculation and dynamic programming optimization
MATLAB 7 Hu Moment Extraction for Image Processing with Code Implementation and Algorithm Explanation
A custom MATLAB implementation for edge detection and boundary tracking algorithms with detailed code descriptions
This program focuses on measuring object perimeter and detecting center points in digital image processing, with additional functionality for drawing minimum bounding rectangles around detected objects. It implements key computer vision algorithms in
MATLAB implementation (.m file) of adaptive median filter for digital image processing with noise reduction capabilities
Image segmentation algorithm utilizing multi-scale MRF model with lifting wavelet decomposition and ICM algorithm for segmentation processing
This article explores the application of manifold learning algorithms LLE (Locally Linear Embedding) and ISOMAP (Isometric Mapping) in face recognition systems, providing implementation insights and comparative analysis to assist developers in unders
Implementation of entropy calculation algorithms using information theory principles to quantify image information content.
This project implements image segmentation and recognition for ID card processing, including image enhancement, segmentation, and character recognition. The attached report details program functionality with specific focus on handling different Chine
Single Gaussian Modeling is a background extraction technique in image processing, suitable for static and uniform background scenes. This model offers simplicity and computational efficiency by employing parameter iteration instead of rebuilding the
Implementing video frame-by-frame extraction with shot boundary detection for scene segmentation
Custom-designed GVF model image segmentation program featuring improved initial contour selection method for rapid and accurate segmentation performance.
VSNR: A Novel Image Quality Assessment Algorithm Superior to Traditional SSIM Approach
Modify the numerical values in the code as needed.