Explore MATLAB source code curated for "自然图像" with clean implementations, documentation, and examples.
Fast segmentation of natural images, SAR images, and texture images using FCM algorithm with feature mapping via 1D and 2D histograms to achieve efficient image partitioning. Includes result screenshots to demonstrate segmentation performance.
Our method demonstrates substantial performance enhancements compared to classical watershed segmentation, particularly excelling in natural image segmentation tasks with optimized region merging and boundary detection algorithms.
Implementation of an image denoising algorithm from recent international conference papers, highly effective for natural image noise reduction. Suitable for both practical applications and further research/learning with detailed code structure and algorithm explanations.