Explore the fundamentals of image processing through a comprehensive 30-minute tutorial focusing on the 2D Fourier Transform. Gain a clear understanding of this essential technique through practical examples, and learn how to apply it in various image processing tasks. Delve into the intricacies of 2D image downsampling and upsampling, with detailed explanations and illustrative examples to enhance your grasp of these crucial concepts.