Explore MATLAB source code curated for "Niblack算法" with clean implementations, documentation, and examples.
Image binarization algorithms including Otsu's method, Kittler minimum error thresholding, and Niblack binarization. These are classical algorithms for converting images to binary format. The implementations are custom-coded and thoroughly tested for correctness. The attachment contains detailed usage instructions with code examples and parameter explanations.
This MATLAB implementation demonstrates image binarization via the Niblack algorithm, featuring local threshold computation and adaptive processing for grayscale-to-binary conversion. Includes code structure explanation and practical usage examples.
Zhang and Tan propose an improved version of the Niblack algorithm with dynamic window adjustment, background compensation, and parameter optimization for enhanced document image processing.