Cell Edge Detection

The program codes in this study provide the following implementations and analytical capabilities:

P0701: Cell Edge Detection - This code implements edge detection algorithms (potentially using Sobel, Canny, or other gradient-based methods) to identify cellular boundaries, enabling researchers to analyze morphological characteristics through contour extraction and boundary tracing techniques.

P0702: Cancer Cell Morphological Analysis - This program performs morphological analysis of cancer cells using shape-based algorithms (potentially involving area calculation, perimeter measurement, circularity analysis, and Fourier descriptors) to reveal specific structural features and abnormal morphological patterns characteristic of malignant cells.

P0703: Cancer Cell Color Analysis - This code conducts color analysis of cancer cells through color space transformations (RGB to HSV/LAB) and channel-specific feature extraction, examining color manifestations and variations across different spectral channels to identify pathological color patterns.

These program codes provide researchers with advanced analytical tools and methodologies for in-depth investigation of cancer cell characteristics and behavioral patterns through computerized image processing techniques.