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This lecture introduces the fundamental principles of image filtering, explaining its versatility and applications in bio-medical image analysis. The instructor will cover the differences between filtering and point operations, as well as demonstrate how filters are integrated into image analysis workflows, starting with spatial filtering and moving on to Fourier filtering.