The Boguslaw's GitHub repository has got a comprehensive set of functions for bio-image analysis and processing. Following methods are explored in depth, with case studies, and more:
- Color spaces, color space transformations,
- Spatial filtering: point, line and edge detectors,
- Frequency filtering: lowpass filters, highpass and other filters,
- Mathematical morphology,
- Image segmentation: thresholding, region growing, region splitting and merging,
- Image analysis: texture analysis, features extraction.