Fourier Transform Based on Image Registration

Resource Overview

This source code implements Fourier transform with image registration capabilities, featuring carefully tested algorithms including phase correlation and frequency domain transformation methods for robust image alignment.

Detailed Documentation

This source code provides Fourier transform implementation based on image registration, designed to offer user-friendly programming solutions. Through meticulous algorithm selection and debugging, we ensure code usability and stability, incorporating key functions such as phase correlation for precise image alignment and frequency domain filtering for noise reduction. Detailed documentation and usage guidelines are provided to help users better understand and utilize the code structure, including explanations of FFT-based registration pipelines and parameter optimization techniques. Recognizing the complexity of research work, we are committed to delivering optimal service supporting seamless research experiments. The code will undergo continuous optimization and updates to enhance user experience and expand functionality, with planned additions including multi-modal registration support and GPU acceleration. Feel free to use this code and contact us for any questions or suggestions regarding implementation details or algorithm improvements.