Morphology-Based Edge Detection for Grayscale Images Using Dilation and Erosion Operations
Implementation of morphological edge detection on grayscale images through dilation and erosion operations with code-focused methodology
Bilateral Filtering for Color and Grayscale Images: Edge-Preserving Noise Reduction
Implementation of bilateral filtering for color and grayscale images to suppress noise while preserving vital edge information, with code-level parameter optimization insights.
Laplacian Pyramid Decomposition of Arbitrary Grayscale Images
Implementation of Laplacian pyramid decomposition for any grayscale image with multi-scale image analysis capabilities.
Line Detection in Grayscale Images with Fast Hough Transform Implementation
Efficient line detection in grayscale images using the Fast Hough Transform algorithm, featuring accurate endpoint localization with experimental result visualization and implementation insights.
Piecewise Linear Transformation of Grayscale Images
MATLAB implementation of grayscale image piecewise linear transformation with algorithm explanation
Basic Color Image to Grayscale Image Conversion
Fundamental code for converting color images to grayscale images. This represents the most essential source code used in MATLAB image processing workflows, though surprisingly many MATLAB distributions don't include this as a built-in function by default.
Discrete Cosine Transform for Grayscale and Color Images
Implementation of Discrete Cosine Transform (DCT) for grayscale and color images, with appropriate DCT coefficient threshold selection for inverse DCT transformation.
Converting RGB Images to Grayscale with Erosion and Dilation Operations
This program provides a detailed explanation of RGB to grayscale conversion principles and processes, along with comprehensive coverage of erosion and dilation operations including their underlying theories and implementation code.
Adaptive Threshold Segmentation for Grayscale Images
MATLAB implementation of adaptive threshold segmentation for grayscale images, including algorithm explanation and key function descriptions.
Wavelet Transform for Color Images
While MATLAB typically performs wavelet transforms on grayscale images, this program implements wavelet transformation specifically for color images, extending traditional monochromatic analysis to RGB channels with multi-level decomposition capabilities.