Image Translation Implementation in MATLAB
- Login to Download
- 1 Credits
Resource Overview
A MATLAB-based image translation program featuring customizable translation parameters and built-in test images for verification, utilizing matrix operations and coordinate transformations.
Detailed Documentation
The MATLAB-based image translation program offers robust functionality for shifting images within a two-dimensional plane. This implementation leverages MATLAB's matrix manipulation capabilities to perform efficient coordinate transformations through affine translation matrices. Users can easily adjust translation parameters (dx, dy) to control horizontal and vertical shifts, with the program handling edge cases through configurable padding methods like zero-padding or boundary replication. The package includes multiple test images (e.g., standard Lena or custom images) for validating translation accuracy using pixel comparison and cross-correlation techniques. Featuring an intuitive interface with real-time preview, the program supports both integer and sub-pixel translations using interpolation methods (nearest-neighbor, bilinear, or bicubic). Whether for academic research investigating image registration algorithms or practical applications in computer vision, this tool provides reliable performance with optional batch processing capabilities for multiple images. Users can modify source code to implement advanced features like cyclical translations or integration with other image processing workflows.
- Login to Download
- 1 Credits