MATLAB Image Correction: Custom Implementation for Centroid Extraction, Rotation, and Cropping
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Resource Overview
Handwritten MATLAB code for image correction with capabilities including centroid extraction, rotation, and cropping, featuring algorithm explanations and implementation details
Detailed Documentation
This MATLAB-based handwritten code for image correction implements the following functionalities:
- Image centroid extraction using region properties to determine the geometric center of objects, typically implemented through MATLAB's regionprops function for calculating weighted center coordinates.
- Image rotation with arbitrary angle specification, utilizing affine transformation matrices and interpolation methods (such as bilinear or bicubic) to maintain image quality during transformation.
- Image cropping through rectangular region selection, allowing precise extraction of sub-images using coordinate-based indexing operations.
The modular code structure enables easy extension and modification for additional image processing requirements. Key implementation aspects include coordinate system transformations, boundary handling during geometric operations, and customizable parameter inputs for flexible adaptation to various image types.
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