A modular Python framework for registering, warping, and blending multiple images into high-resolution panoramas. This project demonstrates core computer vision principles and clean software architecture.
Key Features
- Geometric Transformations: Robust homography estimation using RANSAC.
- Advanced Warping: Support for both Planar and Cylindrical projections to handle wide-angle views.
- Seamless Blending: Implementation of multi-band blending (Laplacian Pyramids) to eliminate visible seams.
- Modular Design: Factory-based architecture for easy extension to new stitching strategies.
[!TIP] Technical Deep Dive: For a full explanation of the math behind this project, including Homography proofs and Laplacian blending, check out my Step-by-Step Tutorial →