My notes and applications in image processing fundamentals, from my class with Prof. Gino Borja.
Topics covered:
- 1-2: Introduction to the Digital Image
- 3-4: Image Enhancement using Fourier Transform, White Balancing, Histogram Manipulation
- 5-6: Image Cleaning using Spatial Filters and Morphological Operations
- 7-8: Image Extraction using enhancement and cleaning tools
- 9-10: Image Recognition using Thresholding, Otsu's Method, and Color Image Segmentation
- 11-12: Image Recognition using Chromaticity Segmentation and Image Differencing
- 13-14: Image Processing + Machine Leanrning
- 15-16: Special Topics on Homography Matrices and Texture Metrics
- 17-18: Special Topics on Template Matching