An introduction to the science of computer vision and image processing. Topics include: point operations, histograms, spatial operations, image rectification, interpolation, affine and other transformations, contrast enhancement, magnification, Fourier image transforms, edge and contour detection, boundary extraction and representation. Focus is mainly placed on the general principles of image processing. Other topics discussed include morphological image processing, wavelets, compression and convolution operations for the tasks of image classification, localization and detection.
Biweekly Quiz, One Midterm Exam, One Final Exam, Project