Chapter1

(Basic Image Processing Techniques)

🚂 Week 1 ( Basic Image Processing Techniques)

• Luminance (Brightness, contrast, gamma, histogram equalization)

• Linear Filtering (enhance image - blur & sharpen, edge detect, image countours, convolution)

• Non Linear Filtering (Median, Bilateral Filter, morphology )

• Color processing (B&W, Saturation, White Balance)

• Dithering (Quantization, Ordered Dither, Floyd-Steinberg)

• Blending (Image pyramids)

• Texture Analysis

• Template Matching (find object in an image)

Video Lectures

• https://www.youtube.com/watch?v=-nt80JUNwlw&list=PLjMXczUzEYcHvw5YYSU92WrY8IwhTuq7p&index=2 videos 1-5

Reading Assignments

• http://szeliski.org/Book/drafts/SzeliskiBook_20100903_draft.pdf Sec 3.1.1-2, 3.2 Sec 3.2.3, 4.2 3.3.2-4

Project

• Detect an object in an image via the OpenCV Library