Computer Vision projects

1- Image Processing Fundamentals

🔗 https://github.com/Nada-Hesham249/Image_Processing_Computer_Vision

Image I/O · Noise & Filtering · Edge Detection · Histogram · Equalization · Normalization · Thresholding · Frequency Domain · Hybrid Images

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2- Shape Detection & Active Contours

🔗 https://github.com/Nada-Hesham249/Edge-Detection-CV

Canny Edge Detection · Hough Transform (Lines, Circles, Ellipses) · Active Contour (Snake) · Chain Code · Perimeter & Area

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3- Feature Extraction & Matching

🔗 https://github.com/Nada-Hesham249/Feature-Extractor

Harris Corner Detector · λ- Operator · SIFT Descriptors · Feature Matching (SSD & NCC)

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4- Image Segmentation

🔗 https://github.com/Nada-Hesham249/Image-Segmentation

Otsu · Adaptive & Optimal Thresholding · Spectral Multi-modal Analysis · Unsupervised Segmentation using K-means, Region Growing, Agglomerative Clustering, and Mean Shift