Harris Corner Detection Program (Includes Sample Images)

MATLAB 344K 317 views 0 downloads 1 credits
Tags:

Resource Overview

Harris Corner Detection Program with sample images, enabling users to select regions of interest via mouse interaction for corner extraction. Features clean code implementation suitable for beginners, with potential enhancements like automated corner detection and image preprocessing.

Detailed Documentation

This documentation presents a Harris corner detection program accompanied by sample images for reference. The program implements interactive region selection through mouse operations on images, extracting intersection points as corners. The codebase maintains simplicity in structure, making it ideal for educational purposes. From an implementation perspective, the algorithm calculates corner response functions using image gradients and eigenvalue analysis. Potential enhancements include integrating automated corner detection through adaptive thresholding algorithms or adding image preprocessing steps (such as Gaussian blur for noise reduction) to optimize detection accuracy. These modifications would further demonstrate practical computer vision implementation techniques while improving program robustness.

You May Also Like