hiramamaral/digital-image-processing-algorithms

SJTU CS386 Digital Image Processing

Digital-Image-Processing-Algorithms

SJTU CS386 Digital Image Processing course project

Contents:

• Project 1: Histogram Equalization
• Project 2: Enhance Images with Spatial Filters
• Project 3: Fourier Transform & Filtering in Frequency Domain
• Project 4: Noise Models & Noise Reduction
• Project 5: Image Restoration with Inverse Filter & Wiener Filter
• Project 6: Geometric Transform with Nearest Neighbor and Bilinear Interpolation Methods
• Project 7: Image Compression based on Discrete Cosine Transform & Wavelet Transform
• Project 8: Morpholigical Processing
• Project 9: Edge Detection (Roberts, Prewitt, Sobel, Marr-Hildreth and Canny edge detector) & Image Segmentation (Otsu’s method)
• Project 10: Image Representation (boundary following & chain code) & Description by Principal Components