Wavelet Transform Techniques for Image Enhancement
Image Enhancement Using Wavelet Transform: A Non-Subsampled Wavelet Decomposition Approach for Processing High-Frequency Coefficients and Reconstruction
Enhanced Fast Bilateral Filter Algorithm
An enhanced fast bilateral filter algorithm that employs a three-stage approach: initial downsampling to reduce computational load, followed by bilateral filtering for image smoothing, and concluding with upsampling to restore image details and resolution.
Image Sampling - Downsampling and Upsampling Techniques
Image Sampling • Program Implementation: Perform 2x scale downsampling on images and observe changes at different resolutions (a) • Program Implementation: Apply upsampling to downsampled images from (a) using various smoothing methods such as nearest-neighbor pixel replication or linear interpolation. Analyze quality changes in upsampled images and identify corresponding improvement methods.
MATLAB Code Implementation for Image Downsampling
Implementation of image downsampling using three sampling methods: nearest-neighbor interpolation, bilinear interpolation, and bicubic convolution, with detailed algorithm explanations and code implementation approaches.
MATLAB Code Implementation for Sampling Rate Conversion
MATLAB Implementation of Sampling Rate Conversion with Code Examples and Algorithm Explanations